[per year]  [per topic]

Wireless

  • M. A. Marotta, L. R. Faganello, M. Kist, L. Bondan, J. A. Wickboldt, L. Z. Granville, J. Rochol, and C. B. Both, “Integrating dynamic spectrum access and device-to-device via cloud radio access networks and cognitive radio,” International Journal of Communication Systems (IJCS), vol. 31, iss. 11, pp. 1-11, 2018.
    [PDF] [DOI] [Bibtex]
    @Article{dac_3698,
      author   = {Marcelo Antonio Marotta and Leonardo Roveda Faganello and Maicon Kist and Lucas Bondan and Juliano Araujo Wickboldt and Lisandro Zambenedetti Granville and Juergen Rochol and Cristiano Bonato Both},
      title    = {Integrating dynamic spectrum access and device-to-device via cloud radio access networks and cognitive radio},
      journal  = {International Journal of Communication Systems (IJCS)},
      year     = {2018},
      volume   = {31},
      number   = {11},
      pages    = {1--11},
      note     = {e3698 dac.3698},
      abstract = {Summary Dynamic Spectrum Access (DSA) can be integrated with Device-to-Device (D2D) communications to enable the exploitation of unused spectrum portions and to address the spectrum scarcity problem. Spectrum management mechanisms integrated into DSA and D2D allow low-power communications between User Equipments without interfering with licensed primary users. However, these mechanisms tend to be energy and processing intensive, being unfeasible to implement in User Equipments with strict battery and processing limitations. On the other hand, Cloud Radio Access Networks already leverage the virtually unlimited computing capacity of clouds for baseband processing functions. Thus, in this article, we propose the Cognitive Radio Device-to-Device (CRD2D) approach aiming to offload spectrum management functionality to the cloud taking advantage of Cloud Radio Access Networks architecture to support the integration of DSA and D2D.},
      annote   = {Wireless},
      doi      = {10.1002/dac.3698},
      eprint   = {https://onlinelibrary.wiley.com/doi/pdf/10.1002/dac.3698},
      keywords = {cloud radio access networks, cognitive radio, C-RAN, device-to-device, DSA, dynamic spectrum access, D2D},
    }
  • I. Medeiros, L. Pacheco, D. Rosário, C. Both, J. Nobre, E. Cerqueira, and L. Granville, “Handover Ciente de Qualidade de Experiência e Qualidade de Serviço para Transmissão de Vídeo em Redes Heterogêneas,” in Workshop de Gerência de Redes e Sistemas (WGRS), Campos do Jordao, Brazil, 2018.
    [PDF] [URL] [Bibtex]
    @InProceedings{2359-265-2343-3763-2-20180504,
      author    = {Iago Medeiros and Lucas Pacheco and Denis Rosário and Cristiano Both and Jéferson Nobre and Eduardo Cerqueira and Lisandro Granville},
      title     = {{Handover Ciente de Qualidade de Experiência e Qualidade de Serviço para Transmissão de Vídeo em Redes Heterogêneas}},
      booktitle = {Workshop de Gerência de Redes e Sistemas (WGRS)},
      year      = {2018},
      volume    = {23},
      address   = {Campos do Jordao, Brazil},
      month     = may,
      abstract  = {Heterogeneous networks offer a wide range of multimedia services ranging from safety and traffic warnings to entertainment and advertising videos. In this context, users can access content through the communication between their devices with different wireless networks, such as, LTE and Wi-Fi. However, real-time video streaming at a heterogeneous network with Quality of Experience (QoE) is a challenging task, due to the great diversity of both mobile nodes and radio base stations of a heterogeneous network. To mitigate such factors, this paper presents a handover algorithm that considers QoE, Quality of Service (QoS) and channel quality in heterogeneous networks, known as handover aware of Quality of Service, Experience and Radio (SER). The proposed algorithm considers the Analytic Hierarchy Process (AHP) to adjust the degree of importance of each criteria in choosing the appropriate radio base station that the mobile node must connect to, allowing a more efficient handover decision for video transmission with QoE support. Simulation results show that SER handover delivered videos with QoE 15 % better compared to the algorithms found in the literature.},
      annote    = {Wireless},
      issn      = {2595-2722},
      journal   = {Workshop de Gerência e Operação de Redes e Serviços (WGRS_SBRC)},
      url       = {http://portaldeconteudo.sbc.org.br/index.php/wgrs/article/view/2359},
    }

Traffic Detection

  • M. V. B. da Silva, J. A. Marques, L. P. Gaspary, and L. Z. Granville, “Identificação de Fluxos Elefantes em Redes de Ponto de Troca de Tráfego com Suporte a Programabilidade P4,” in SBC Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuidos (SBRC), Campos do Jordão, Brazil, 2018.
    [PDF] [URL] [Bibtex]
    @InProceedings{sbrc2018,
      author    = {Marcus Vinicius Brito da Silva and Jonatas Adilson Marques and Luciano Paschoal Gaspary and Lisandro Zambenedetti Granville},
      booktitle = {SBC Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuidos (SBRC)},
      title     = {{Identificação de Fluxos Elefantes em Redes de Ponto de Troca de Tráfego com Suporte a Programabilidade P4}},
      year      = {2018},
      address   = {Campos do Jordão, Brazil},
      month     = may,
      volume    = {36},
      abstract  = {Diante dos desafios encontrados no gerenciamento de fluxos que trafegam sobre uma rede de ponto de troca de tráfego, a identificação dos chamados fluxos elefantes pode contribuir na qualidade dos serviços prestados aos seus participantes. Nessa perspectiva, aproveitando os recursos encontrados em switches com suporte a programabilidade, este trabalho apresenta um mecanismo para realizar a identificação de fluxos elefantes diretamente no plano de dados programável da rede. Cada pacote é analisado por um switch ao ingressar na rede e o processo de identificação ocorre de forma imediata. O protótipo desenvolvido em P4 mostrou-se significativamente mais eficiente em relaçãoás abordagens do estado da arte implementadas com o protocolo OpenFlow. Os resultados demonstraram que é possível identificar os fluxos elefantes de forma rápida e eficiente, com menos de 35% de falsos positivos e menos de 10% de falsos negativos, em um cenário cujos recursos de memória eram escassos.},
      annote    = {Traffic Detection},
      issn      = {2177-9384},
      journal   = {SBC Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos (SBRC)},
      url       = {http://portaldeconteudo.sbc.org.br/index.php/sbrc/article/view/2483},
    }
  • M. V. B. da Silva, J. A. Marques, L. P. Gaspary, and L. Z. Granville, “Identifying elephant flows using dynamic thresholds in programmable IXP networks,” Journal of Internet Services and Applications (JISA), vol. 11, iss. 1, pp. 1-12, 2020.
    [PDF] [DOI] [Bibtex]
    @Article{silva2020,
      author    = {Marcus Vinicius Brito da Silva and Jonatas Adilson Marques and Luciano Paschoal Gaspary and Lisandro Zambenedetti Granville},
      journal   = {Journal of Internet Services and Applications (JISA)},
      title     = {{Identifying elephant flows using dynamic thresholds in programmable IXP networks}},
      year      = {2020},
      month     = dec,
      number    = {1},
      pages     = {1--12},
      volume    = {11},
      annote    = {Traffic Detection},
      doi       = {10.1186/s13174-020-00131-6},
      publisher = {Springer Science and Business Media {LLC}},
    }
  • B. R. Huaytalla, A. S. Jacobs, M. V. B. Silva, F. B. Carvalho, R. A. Ferreira, W. Willinger, and L. Z. Granville, “DWT in P4: Periodicity Detection in the Data Plane,” in IEEE Global Communications Conference (GLOBECOM), Rio de Janeiro, Brazil, 2022, p. (to appear).
    [Bibtex]
    @InProceedings{,
      author    = {Briggette R. Huaytalla and Arthur S. Jacobs and Marcus V. B. Silva and Fabrício B. Carvalho and Ronaldo A. Ferreira and Walter Willinger and Lisandro Zambenedetti Granville},
      booktitle = {{IEEE Global Communications Conference (GLOBECOM)}},
      title     = {{DWT in P4: Periodicity Detection in the Data Plane}},
      year      = {2022},
      address   = {Rio de Janeiro, Brazil},
      month     = dec,
      pages     = {(to appear)},
      annote    = {Traffic Detection},
    }
  • M. V. B. da Silva, A. E. Schaeffer-Filho, and L. Z. Granville, “HashCuckoo: Predicting Elephant Flows using Meta-Heuristics in Programmable Data Planes,” in IEEE Global Communications Conference (GLOBECOM), Rio de Janeiro, Brazil, 2022, p. (to appear).
    [Bibtex]
    @InProceedings{Silva2022,
      author    = {Marcus Vinicius Brito da Silva and Alberto Egon Schaeffer-Filho and Lisandro Zambenedetti Granville},
      booktitle = {{IEEE Global Communications Conference (GLOBECOM)}},
      title     = {{HashCuckoo: Predicting Elephant Flows using Meta-Heuristics in Programmable Data Planes}},
      year      = {2022},
      address   = {Rio de Janeiro, Brazil},
      month     = dec,
      pages     = {(to appear)},
      annote    = {Traffic Detection},
    }

Network Security

  • J. J. Santanna, J. de Vries, R. O. de Schmidt, D. Tuncer, L. Z. Granville, and A. Pras, “Booter list generation: The basis for investigating DDoS-for-hire websites,” International Journal of Network Management (IJNM), vol. 28, iss. 1, pp. 1-17, 2018.
    [PDF] [DOI] [Bibtex]
    @Article{doi_10_1002_nem_2008,
      author   = {José Jair Santanna and Joey de Vries and Ricardo de O. Schmidt and Daphne Tuncer and Lisandro Zambenedetti Granville and Aiko Pras},
      title    = {{Booter list generation: The basis for investigating DDoS-for-hire websites}},
      journal  = {International Journal of Network Management (IJNM)},
      year     = {2018},
      volume   = {28},
      number   = {1},
      pages    = {1--17},
      note     = {e2008 nem.2008},
      abstract = {Summary The expansion of Distributed Denial of Service (DDoS)–for-hire websites, known as Booters, has radically modified both the scope and stakes of DDoS attacks. Until recently, however, Booters have only received little attention from the research community. Given their impact, addressing the challenges associated with this phenomenon is crucial. In this paper, we present a rigorous methodology to identify a comprehensive set of existing Booters in the Internet. Before presenting our methodology, we illustrate the benefits of a set of booters on monitoring users from the Dutch NREN, SURFNet, from 2015 to 2017. Our methodology relies on well-defined mechanisms to generate a Booter list, from crawling suspect URLs to characterizing and classifying the collected URLs. The list obtained using the methodology presented in this paper has a classification accuracy of 95.5%, which is 10.5% better compared to previous work.},
      annote   = {Network Security},
      doi      = {10.1002/nem.2008},
      eprint   = {https://onlinelibrary.wiley.com/doi/pdf/10.1002/nem.2008},
    }

Network Neutrality

  • G. V. Schaurich, B. M. de Carvalho, and Z. L. Granville, “ISPANN: A Policy-Based ISP Auditor for Network Neutrality Violation Detection,” in IEEE International Conference on Advanced Information Networking and Applications (AINA), Krakow, Poland, 2018, pp. 1081-1088.
    [PDF] [DOI] [Bibtex]
    @InProceedings{08432357,
      author    = {V. Garcez Schaurich and M. Barbosa de Carvalho and L. Zambenedetti Granville},
      title     = {{ISPANN: A Policy-Based ISP Auditor for Network Neutrality Violation Detection}},
      booktitle = {IEEE International Conference on Advanced Information Networking and Applications (AINA)},
      year      = {2018},
      pages     = {1081--1088},
      address   = {Krakow, Poland},
      month     = {May},
      abstract  = {Network Neutrality is a controversial and full of ambiguity topic. Several works measure network features in the end-user vantage point to detect traffic differentiations, which are judged as Network Neutrality violations. However, these works neglected that each country has their own Network Neutrality rules. Some countries consider specific cases of traffic differentiations as Network Neutrality violations, and are not as general as previous works believed. In this work we consider violations directly from governments legislators Network Neutrality rules. In this sense, we propose ISPANN, a system which takes as input countries' Network Neutrality rules and audits an ISP network, identifying Network Neutrality violations. No other work proposes Network Neutrality violation detection in the ISP operator vantage point, to the best of our knowledge. We conducted an evaluation that assumes an SDN based ISP network to verify Network Neutrality violations based on OpenFlow switches flow tables and network's informations.},
      annote    = {Network Neutrality},
      doi       = {10.1109/AINA.2018.00155},
      issn      = {2332-5658},
      keywords  = {computer networks;Internet;legislation;software defined networking;telecommunication traffic;ISPANN;policy-based ISP auditor;network neutrality violation detection;end-user vantage point;traffic differentiations;governments legislators;network neutrality rules;ISP operator vantage point;SDN based ISP network;OpenFlow switches flow tables;Artificial neural networks;Network neutrality;Internet;Protocols;FCC;Law;Network Neutrality Policy Based Management},
    }
  • M. B. de Carvalho and L. Z. Granville, “JurisNN: Judging traffic differentiations as network neutrality violations according to the regulation,” Computer Networks, vol. 205, p. 108738, 2022.
    [PDF] [DOI] [Bibtex]
    @Article{jurisnn,
      author    = {M{\'{a}}rcio Barbosa de Carvalho and Lisandro Zambenedetti Granville},
      journal   = {Computer Networks},
      title     = {{JurisNN: Judging traffic differentiations as network neutrality violations according to the regulation}},
      year      = {2022},
      month     = {mar},
      pages     = {108738},
      volume    = {205},
      annote    = {Network Neutrality},
      doi       = {10.1016/j.comnet.2021.108738},
      publisher = {Elsevier {BV}},
    }

NFV Platforms & Marketplaces

  • G. Venâncio, V. F. Garcia, L. C. da Marcuzzo, T. N. Tavares, M. F. Franco, L. Bondan, A. E. Schaeffer-Filho, C. R. P. dos Santos, L. Z. Granville, and E. D. P. Jr., “Simplificando o Gerenciamento do Ciclo de Vida de Funções Virtualizadas de Rede,” in Workshop de Gerência de Redes e Sistemas (WGRS), Campos do Jordao, Brazil, 2018.
    [PDF] [URL] [Bibtex]
    @InProceedings{2365-265-2349-3769-2-20180504,
      author    = {Giovanni Venâncio and Vinícius Fulber Garcia and Leonardo da Cruz Marcuzzo and Thales Nicolai Tavares and Muriel Figueredo Franco and Lucas Bondan and Alberto Egon Schaeffer-Filho and Carlos Raniery Paula dos Santos and Lisandro Zambenedetti Granville and Elias P. Duarte Jr.},
      title     = {{Simplificando o Gerenciamento do Ciclo de Vida de Funções Virtualizadas de Rede}},
      booktitle = {Workshop de Gerência de Redes e Sistemas (WGRS)},
      year      = {2018},
      volume    = {23},
      address   = {Campos do Jordao, Brazil},
      month     = may,
      abstract  = {Um dos principais desafios da Virtualização de Funções de Rede (NFV) é o gerenciamento do ciclo de vida de funções de rede. Atualmente, as soluções para o gerenciamento de Funções Virtualizadas de Rede (VNFs) são complexas e necessitam de um entendimento profundo da infraestrutura subjacente. Este trabalho propõe uma arquitetura para a gerência do ciclo de vida das VNFs que fornece compatibilidade entre diferentes plataformas e cenários de utilização de VNFs, simplificando as operações de gerência na medida em que diminui a necessidade de que o operador das funções conheça detalhes da infraestrutura virtualizada. Resultados obtidos em um ambiente experimental demonstram a efetividade da arquitetura proposta na realização de todas as operações do gerenciamento do ciclo de vida de VNFs.},
      annote    = {NFV Platforms \& Marketplaces},
      issn      = {2595-2722},
      journal   = {Workshop de Gerência e Operação de Redes e Serviços (WGRS_SBRC)},
      url       = {http://ojs.sbc.org.br/index.php/wgrs/article/view/2365},
    }

NFV Plarforms & Marketplaces

  • T. N. Tavares, C. L. da Marcuzzo, F. V. Garcia, V. G. de Souza, F. M. Franco, L. Bondan, D. F. Turck, L. Z. Granville, P. D. E. Junior, R. P. C. dos Santos, and A. E. Schaeffer-Filho, “NIEP: NFV Infrastructure Emulation Platform,” in IEEE International Conference on Advanced Information Networking and Applications (AINA), Krakow, Poland, 2018, pp. 173-180.
    [PDF] [DOI] [Bibtex]
    @InProceedings{08432239,
      author    = {T. N. Tavares and L. da Cruz Marcuzzo and V. Fulber Garcia and G. Venâncio de Souza and M. Figueredo Franco and L. Bondan and F. De Turck and Lisandro Zambenedetti Granville and E. Procópio Duarte Junior and C. Raniery Paula dos Santos and A. E. Schaeffer-Filho},
      title     = {{NIEP: NFV Infrastructure Emulation Platform}},
      booktitle = {IEEE International Conference on Advanced Information Networking and Applications (AINA)},
      year      = {2018},
      pages     = {173--180},
      address   = {Krakow, Poland},
      month     = {May},
      abstract  = {Network Functions Virtualization (NFV) presents several advantages over traditional network architectures, such as flexibility, security, and reduced CAPEX/OPEX. However, virtualizing network functions usually executed on specialized hardware (e.g., firewall, DPI, load balancer) and employing innovative technologies (e.g., OpenFlow, P4) increases the challenges of designing, testing, and deploying network infrastructures and services. Although platforms for prototyping NFV environments have emerged in recent years, they still present limitations that hinder the evaluation of specific NFV scenarios, such as fog computing and heterogeneous networks. In this paper, we present NIEP: a platform for designing and testing NFV-based infrastructures and Virtualized Network Functions (VNFs) through the integration of a well-known network emulator (Mininet) and a novel platform for Click-based VNFs development (Click-on- OSv). NIEP provides a complete NFV emulation environment, allowing network operators to test their solutions in a controlled scenario prior to deployment in production networks. As main advantages, NIEP allows the emulation of heterogeneous scenarios, which can be easily migrated to production environments. An experimental scenario is defined to analyze NIEP's performance in terms of VNFs boot time and throughput. Further, NIEP's advantages and shortcomings are discussed and compared to existing emulation platforms.},
      annote    = {NFV Plarforms \& Marketplaces},
      doi       = {10.1109/AINA.2018.00037},
      issn      = {2332-5658},
      keywords  = {computer network management;software defined networking;virtual machines;virtualisation;network architectures;network function virtualization;network infrastructures;NIEP;emulation platforms;NFV environments prototyping;NFV-based infrastructure testing;Click-on- OSv;Mininet;production networks;network operators;complete NFV emulation environment;Click-based VNFs development;network emulator;Virtualized Network Functions;heterogeneous networks;Network Functions Virtualization;NFV infrastructure emulation platform;Emulation;Virtualization;Servers;Containers;Production;Network topology;Topology;NFV;SDN;infrastructure emulation;VNF design},
    }

NFV Monitoring & Affinity

  • R. J. Pfitscher, A. S. Jacobs, E. J. Scheid, M. F. Franco, R. L. d. Santos, A. E. Schaeffer-Filho, and L. Z. Granville, “A Model for Quantifying Performance Degradation in Virtual Network Function Service Chains,” in IEEE/IFIP Network Operations and Management Symposium (NOMS), Taipei, Taiwan, 2018, pp. 1-9.
    [PDF] [DOI] [Bibtex]
    @InProceedings{08406268,
      author    = {R. J. Pfitscher and A. S. Jacobs and E. J. Scheid and M. F. Franco and R. L. d. Santos and A. E. Schaeffer-Filho and Lisandro Zambenedetti Granville},
      title     = {{A Model for Quantifying Performance Degradation in Virtual Network Function Service Chains}},
      booktitle = {IEEE/IFIP Network Operations and Management Symposium (NOMS)},
      year      = {2018},
      pages     = {1--9},
      address   = {Taipei, Taiwan},
      month     = {April},
      abstract  = {Virtual Network Functions (VNFs) can be chained and provisioned on demand, providing elasticity and dynamicity to the network. Due to the interdependencies between VNFs, resulting service chains may not work as expected, and because of that, it is crucial to determine which VNFs are having a negative impact on the service quality. In this paper, we introduce a model to quantify the guiltiness of a VNF on being a bottleneck in a service chain, which provides a metric that estimates the impact on processing delay. In addition, we propose an adaptive algorithm, based on linear regression and neural networks, to adjust the model parameters according to the environment particularities, such as the type and number of VNFs. We show through an experimental evaluation that the guiltiness metric faithfully characterizes end-service performance, by identifying up to 94% of the bottleneck VNFs in the analyzed scenarios. Also, we provide artifacts for researchers to reproduce our results in other scenarios.},
      annote    = {NFV Monitoring \& Affinity},
      doi       = {10.1109/NOMS.2018.8406268},
      issn      = {2374-9709},
      keywords  = {computer networks;regression analysis;virtualisation;neural networks;service quality;service chain;dynamicity;elasticity;Virtual Network Functions;virtual network function service chains;Queueing analysis;Monitoring;Throughput;Adaptation models;Middleboxes;Delays},
    }
  • A. S. Jacobs, R. J. Pfitscher, R. L. d. Santos, M. F. Franco, E. J. Scheid, and L. Z. Granville, “Artificial Neural Network Model to Predict Affinity for Virtual Network Functions,” in IEEE/IFIP Network Operations and Management Symposium (NOMS), Taipei, Taiwan, 2018, pp. 1-9.
    [PDF] [DOI] [Bibtex]
    @InProceedings{08406253,
      author    = {A. S. Jacobs and R. J. Pfitscher and R. L. d. Santos and M. F. Franco and E. J. Scheid and Lisandro Zambenedetti Granville},
      title     = {{Artificial Neural Network Model to Predict Affinity for Virtual Network Functions}},
      booktitle = {IEEE/IFIP Network Operations and Management Symposium (NOMS)},
      year      = {2018},
      pages     = {1--9},
      address   = {Taipei, Taiwan},
      month     = {April},
      abstract  = {Network Functions Virtualization (NFV) was proposed to migrate middleboxes that compose network services, such as firewalls and Network Address Translation (NAT) servers, from hardware to software running on Virtual Machines (VMs), commonly known as Virtualized Network Functions (VNFs). In NFV-enabled networks, VNFs can be chained in Forwarding Graphs (FGs) to provide services. These FGs establish the logical order in which network packets must traverse until reaching the end-service. In this scenario, network operators establish affinity and anti-affinity rules, which determine restrictions on the placement and chaining of VNFs according to how well or poorly VNFs operate together. To address the subject of identifying affinity relations in NFV-enabled networks, we previously proposed a mathematical model to measure the affinity between pairs of VNFs. However, that affinity model falls short for identifying affinity of VNFs not yet deployed, as they have no resource usage data to take into account. In this paper, we use artificial neural networks to predict affinity estimation for newly introduced VNFs, which still do not have usage data to be analyzed. This affinity neural network is trained using past affinity measurements, containing the data from VNFs, Physical Machines (PMs), and FGs of each measurement as features. We evaluate our solution by analyzing it over real usage data from a Cloud dataset, and conclude that neural networks can be used to provide affinity values for network operators, or NFV orchestrators, to plan the deployment of new VNFs.},
      annote    = {NFV Monitoring \& Affinity},
      doi       = {10.1109/NOMS.2018.8406253},
      issn      = {2374-9709},
      keywords  = {cloud computing;computer networks;neural nets;virtualisation;affinity neural network;affinity estimation;NFV-enabled networks;Virtualized Network Functions;network services;Network Functions Virtualization;virtual network functions;artificial neural network model;Mathematical model;Neural networks;Predictive models;Resource management;Virtualization;Hardware;Harmonic analysis},
    }

Monitoring & Measuring

  • J. C. Nobre, B. A. Mozzaquatro, and L. Z. Granville, “Network-Wide Initiatives to Control Measurement Mechanisms: A Survey,” IEEE Communications Surveys Tutorials, vol. 20, iss. 2, pp. 1475-1491, 2018.
    [PDF] [DOI] [Bibtex]
    @Article{08267235,
      author   = {Jéferson Campos Nobre and Bruno Augusti Mozzaquatro and Lisandro Zambenedetti Granville},
      title    = {{Network-Wide Initiatives to Control Measurement Mechanisms: A Survey}},
      journal  = {IEEE Communications Surveys Tutorials},
      year     = {2018},
      volume   = {20},
      number   = {2},
      pages    = {1475--1491},
      month    = {Secondquarter},
      issn     = {1553-877X},
      annote   = {Monitoring \& Measuring},
      doi      = {10.1109/COMST.2018.2797170},
      keywords = {computer network management;customer relationship management;quality management;human resources;valuable computational;network-wide control;network administrators;network metrics;network management;control measurement mechanisms;network-wide initiatives;Current measurement;Protocols;Monitoring;Coordinate measuring machines;Force measurement;Computer network management;measurement mechanisms;metwork-wide control;metrics},
    }

Internet Centralization and Consolidation

  • L. Zembruzki, R. Sommese, L. Z. Granville, A. S. Jacobs, M. Jonker, and G. C. M. Moura, “Hosting Industry Centralization and Consolidation,” in IEEE/IFIP Network Operations and Management Symposium (NOMS 2022), Budapest, Hungary, 2022, pp. 1-9.
    [PDF] [DOI] [Bibtex]
    @InProceedings{zembruzki2022,
      author    = {Luciano Zembruzki and Raffaele Sommese and Lisandro Zambenedetti Granville and Arthur Selle Jacobs and Mattijs Jonker and Giovane C. M. Moura},
      booktitle = {{IEEE/IFIP Network Operations and Management Symposium (NOMS 2022)}},
      title     = {{Hosting Industry Centralization and Consolidation}},
      year      = {2022},
      address   = {Budapest, Hungary},
      month     = {apr},
      pages     = {1--9},
      publisher = {{IEEE}},
      annote    = {Internet Centralization and Consolidation},
      doi       = {10.1109/noms54207.2022.9789881},
    }
  • L. Zembruzki, A. S. Jacobs, and L. Z. Granville, “On the Consolidation of the Internet Domain Name System,” in IEEE Global Communications Conference (GLOBECOM), Rio de Janeiro, Brazil, 2022, p. (to appear).
    [Bibtex]
    @InProceedings{Silva2022,
      author    = {Luciano Zembruzki and Arthur Selle Jacobs and Lisandro Zambenedetti Granville},
      booktitle = {{IEEE Global Communications Conference (GLOBECOM)}},
      title     = {{On the Consolidation of the Internet Domain Name System}},
      year      = {2022},
      address   = {Rio de Janeiro, Brazil},
      month     = dec,
      pages     = {(to appear)},
      annote    = {Internet Centralization and Consolidation},
    }

Intent-Based Networking

  • E. J. Scheid, C. C. Machado, M. F. Franco, R. L. dos Santos, R. P. Pfitscher, A. E. Schaeffer-Filho, and L. Z. Granville, “INSpIRE: Integrated NFV-based Intent Refinement Environment,” in IFIP/IEEE Symposium on Integrated Network and Service Management (IM), Lisbon, Portugal, 2017, pp. 1-9.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07987279,
      author    = {Eder J. Scheid and Cristian C. Machado and Muriel F. Franco and Ricardo L. dos Santos and Ricardo P. Pfitscher and Alberto E. Schaeffer-Filho and Lisandro Zambenedetti Granville},
      booktitle = {{IFIP/IEEE Symposium on Integrated Network and Service Management (IM)}},
      title     = {{INSpIRE: Integrated {NFV}-based Intent Refinement Environment}},
      year      = {2017},
      address   = {Lisbon, Portugal},
      month     = {may},
      pages     = {1--9},
      publisher = {{IEEE}},
      annote    = {Intent-Based Networking},
      doi       = {10.23919/inm.2017.7987279},
    }
  • A. S. Jacobs, R. J. Pfitscher, R. A. Ferreira, and L. Z. Granville, “Refining Network Intents for Self-Driving Networks,” ACM SIGCOMM Computer Communication Review (CCR), vol. 48, iss. 5, pp. 55-63, 2018.
    [PDF] [DOI] [Bibtex]
    @Article{jacobs2018ccr,
      author    = {Arthur Selle Jacobs and Ricardo José Pfitscher and Ronaldo Alves Ferreira and Lisandro Zambenedetti Granville},
      journal   = {{ACM SIGCOMM Computer Communication Review (CCR)}},
      title     = {{Refining Network Intents for Self-Driving Networks}},
      year      = {2018},
      issn      = {0146-4833},
      month     = oct,
      number    = {5},
      pages     = {55--63},
      volume    = {48},
      annote    = {Intent-Based Networking},
      doi       = {10.1145/3310165.3310173},
      publisher = {Association for Computing Machinery ({ACM})},
    }
  • R. H. Ribeiro, A. S. Jacobs, R. Parizotto, L. Zembruzki, A. E. Schaeffer-Filho, and L. Z. Granville, “A Bottom-Up Approach for Extracting Network Intents,” in Advanced Information Networking and Applications (AINA), Caserta, Italy, 2020, pp. 858-870.
    [DOI] [Bibtex]
    @InProceedings{,
      author    = {Rafael Hengen Ribeiro and Arthur Selle Jacobs and Ricardo Parizotto and Luciano Zembruzki and Alberto Egon Schaeffer-Filho and Lisandro Zambenedetti Granville},
      booktitle = {Advanced Information Networking and Applications (AINA)},
      title     = {{A Bottom-Up Approach for Extracting Network Intents}},
      year      = {2020},
      address   = {Caserta, Italy},
      month     = apr,
      number    = {1151},
      pages     = {858--870},
      publisher = {Springer International Publishing},
      annote    = {Intent-Based Networking},
      doi       = {10.1007/978-3-030-44041-1_75},
    }
  • R. H. Ribeiro, A. S. Jacobs, L. Zembruzki, R. Parizotto, E. J. Scheid, A. E. Schaeffer-Filho, L. Z. Granville, and B. Stiller, “A deterministic approach for extracting network security intents,” Computer Networks, vol. 214, p. 109109, 2022.
    [PDF] [DOI] [Bibtex]
    @Article{ribeiro2022,
      author    = {Rafael Hengen Ribeiro and Arthur Selle Jacobs and Luciano Zembruzki and Ricardo Parizotto and Eder John Scheid and Alberto Egon Schaeffer-Filho and Lisandro Zambenedetti Granville and Burkhard Stiller},
      journal   = {Computer Networks},
      title     = {A deterministic approach for extracting network security intents},
      year      = {2022},
      month     = {sep},
      pages     = {109109},
      volume    = {214},
      annote    = {Intent-Based Networking},
      doi       = {10.1016/j.comnet.2022.109109},
      publisher = {Elsevier {BV}},
    }

AI/ML in Networking, Intent-Based Networking

  • A. S. Jacobs, R. J. Pfitscher, R. H. Ribeiro, R. A. Ferreira, L. Z. Granville, W. Willinger, and S. G. Rao, “Hey, Lumi! Using Natural Language for Intent-Based Network Management,” in USENIX Annual Technical Conference (USENIX ATC 2021), Santa Clara, USA, 2021, pp. 625-639.
    [PDF] [URL] [Bibtex]
    @InProceedings{atc21jacobs,
      author    = {Arthur S. Jacobs and Ricardo J. Pfitscher and Rafael H. Ribeiro and Ronaldo A. Ferreira and Lisandro Zambenedetti Granville and Walter Willinger and Sanjay G. Rao},
      booktitle = {USENIX Annual Technical Conference (USENIX ATC 2021)},
      title     = {{Hey, Lumi! Using Natural Language for {Intent-Based} Network Management}},
      year      = {2021},
      address   = {Santa Clara, USA},
      month     = jul,
      pages     = {625--639},
      publisher = {USENIX Association},
      annote    = {AI/ML in Networking, Intent-Based Networking},
      isbn      = {978-1-939133-23-6},
      url       = {https://www.usenix.org/conference/atc21/presentation/jacobs},
    }

AI/ML in Networking

  • A. S. Jacobs, R. J. Pfitscher, R. A. Ferreira, and L. Z. Granville, “Refining Network Intents for Self-Driving Networks,” in ACM SIGCOMM Workshop on Self-Driving Networks (SelfDN), Budapest, Hungary, 2018, pp. 15-21.
    [PDF] [DOI] [Bibtex]
    @InProceedings{p15_jacobs,
      author    = {Arthur Selle Jacobs and Ricardo Jos{\'e} Pfitscher and Ronaldo Alves Ferreira and Lisandro Zambenedetti Granville},
      booktitle = {ACM SIGCOMM Workshop on Self-Driving Networks (SelfDN)},
      title     = {{Refining Network Intents for Self-Driving Networks}},
      year      = {2018},
      address   = {Budapest, Hungary},
      month     = aug,
      pages     = {15--21},
      publisher = {ACM},
      series    = {SelfDN 2018},
      acmid     = {3229590},
      annote    = {AI/ML in Networking},
      doi       = {10.1145/3229584.3229590},
      isbn      = {978-1-4503-5914-6},
      keywords  = {Intent-based Networking, Machine Learning, Self-driving Networks},
      location  = {Budapest, Hungary},
      numpages  = {7},
    }
  • A. S. Jacobs, R. Beltiukov, W. Willinger, R. A. Ferreira, A. Gupta, and L. Z. Granville, “AI/ML for Network Security: The Emperor has no Clothes,” in ACM SIGSAC Conference on Computer and Communications Security (CCS), Los Angeles, USA, 2022, p. 1537–1551.
    [PDF] [DOI] [Bibtex]
    @InProceedings{ccsjacobs2022,
      author    = {Arthur S. Jacobs and Roman Beltiukov and Walter Willinger and Ronaldo A. Ferreira and Arpit Gupta and Lisandro Zambenedetti Granville},
      booktitle = {{ACM SIGSAC Conference on Computer and Communications Security (CCS)}},
      title     = {{AI/ML for Network Security: The Emperor has no Clothes}},
      year      = {2022},
      address   = {Los Angeles, USA},
      month     = nov,
      pages     = {1537–1551},
      publisher = {{ACM}},
      annote    = {AI/ML in Networking},
      doi       = {10.1145/3548606.3560609},
    }
  • J. C. Nobre and L. Z. Granville, “A Perspective on the Standardization of Autonomic Detection of Service Level Agreement Violations,” in Emerging Automation Techniques for the Future Internet, IGI Global, 2018, pp. 282-298.
    [PDF] [DOI] [Bibtex]
    @InBook{sla_violation_2018,
      pages     = {282--298},
      title     = {{A Perspective on the Standardization of Autonomic Detection of Service Level Agreement Violations}},
      publisher = {IGI Global},
      year      = {2018},
      author    = {Jéferson Campos Nobre and Lisandro Zambenedetti Granville},
      booktitle = {Emerging Automation Techniques for the Future Internet},
      date      = {27 Sep. 2018},
      doi       = {10.4018/978-1-5225-7146-9.ch011},
    }
  • M. B. de Carvalho, V. G. Schaurich, and L. Z. Granville, “Considering Jurisdiction When Assessing End-to-End Network Neutrality,” IEEE Internet Computing, pp. 1-1, 2018.
    [PDF] [DOI] [Bibtex]
    @Article{08509201,
      author   = {Márcio Barbosa de Carvalho and Vinícius G. Schaurich and Lisandro Zambenedetti Granville},
      title    = {{Considering Jurisdiction When Assessing End-to-End Network Neutrality}},
      journal  = {IEEE Internet Computing},
      year     = {2018},
      pages    = {1--1},
      issn     = {1089-7801},
      doi      = {10.1109/MIC.2018.2877836},
      keywords = {Artificial neural networks;Internet;Underwater cables;Network neutrality;Law;Servers;Degradation},
    }
  • R. Xavier, L. Z. Granville, B. Volckaert, and F. De Turck, “Elastic Resource Allocation Algorithms for Collaboration Applications,” Journal of Network and Systems Management (JNSM), vol. 25, iss. 4, pp. 699-734, 2017.
    [PDF] [DOI] [Bibtex]
    @Article{xavier2017,
      author   = {Xavier, Rafael and Granville, Lisandro Zambenedetti and Volckaert, Bruno and De Turck, Filip},
      title    = {{Elastic Resource Allocation Algorithms for Collaboration Applications}},
      journal  = {Journal of Network and Systems Management (JNSM)},
      year     = {2017},
      volume   = {25},
      number   = {4},
      pages    = {699--734},
      month    = {Oct},
      issn     = {1573-7705},
      abstract = {Cloud technologies can provide elasticity to real-time audio and video (A/V) collaboration applications. However, cloud-based collaboration solutions generally operate on a best-effort basis, with neither delivery nor quality guarantees, and high-quality business focused solutions rely on dedicated infrastructure and hardware-based components. This article describes our 2-year of research in the EMD project, which targets to migrate a hardware-based and business focused A/V collaboration solution to a software-based platform hosted in the cloud, providing higher levels of elasticity and reliability. Our focus during this period was an educational collaboration scenario with teachers and students (locally present in the classroom or remotely following the classes). A model of collaboration streaming (e.g. network topology, codecs, stream, streaming workflow, software components) is defined as base for software deployment and preemptive VM allocation techniques. These heuristics are evaluated using a version of the CloudSim simulator extended to generate and simulate realistic collaboration scenarios, to manage network congestion and to monitor a.o. cost and session delay metrics. Our results show that the algorithms reduce costs when compared to previously designed approaches, having an effectiveness of 99{\%} in meeting A/V collaboration setup deadlines, which is a stringent requirement for this collaboration application.},
      day      = {01},
      doi      = {10.1007/s10922-017-9431-2},
    }
  • P. H. Isolani, M. Claeys, C. Donato, L. Z. Granville, and S. Latré, “A Survey on the Programmability of Wireless MAC Protocols,” IEEE Communications Surveys Tutorials, pp. 1-1, 2018.
    [PDF] [DOI] [Bibtex]
    @Article{08537886,
      author   = {P. H. Isolani and M. Claeys and C. Donato and L. Z. Granville and S. Latré},
      title    = {{A Survey on the Programmability of Wireless MAC Protocols}},
      journal  = {IEEE Communications Surveys Tutorials},
      year     = {2018},
      pages    = {1--1},
      issn     = {1553-877X},
      doi      = {10.1109/COMST.2018.2881761},
      keywords = {Media Access Protocol;Wireless sensor networks;Wireless networks;Terminology;Ad hoc networks},
    }
  • J. C. Nobre, L. Z. Granville, A. Clemm, and A. G. Prieto, Autonomic Networking Use Case for Distributed Detection of Service Level Agreement (SLA) ViolationsInternet Engineering Task Force (IETF), 2018.
    [DOI] [Bibtex]
    @Misc{Nobre2018,
      author       = {Jéferson Campos Nobre and Lisandro Zambenedetti Granville and Alexander Clemm and Alberto Gonzalez Prieto},
      title        = {{Autonomic Networking Use Case for Distributed Detection of Service Level Agreement (SLA) Violations}},
      howpublished = {RFC 8316},
      month        = feb,
      year         = {2018},
      abstract     = {This document describes an experimental use case that employs autonomic networking for the monitoring of Service Level Agreements (SLAs). The use case is for detecting violations of SLAs in a distributed fashion. It strives to optimize and dynamically adapt the autonomic deployment of active measurement probes in a way that maximizes the likelihood of detecting service-level violations with a given resource budget to perform active measurements. This optimization and adaptation should be done without any outside guidance or intervention.},
      doi          = {10.17487/RFC8316},
      number       = {8316},
      pagetotal    = {16},
      publisher    = {Internet Engineering Task Force (IETF)},
      series       = {Request for Comments},
    }
  • F. Grando, L. Z. Granville, and L. C. Lamb, “Machine Learning in Network Centrality Measures,” ACM Computing Surveys, vol. 51, iss. 5, pp. 1-32, 2018.
    [PDF] [DOI] [Bibtex]
    @Article{grando2018,
      author    = {Felipe Grando and Lisandro Zambenedetti Granville and Luis C. Lamb},
      title     = {{Machine Learning in Network Centrality Measures}},
      journal   = {{ACM} Computing Surveys},
      year      = {2018},
      volume    = {51},
      number    = {5},
      pages     = {1--32},
      month     = {oct},
      doi       = {10.1145/3237192},
      publisher = {Association for Computing Machinery ({ACM})},
    }
  • R. J. de Martins, L. A. D. Knob, E. G. da Silva, J. A. Wickboldt, A. Schaeffer-Filho, and L. Z. Granville, “Specialized CSIRT for Incident Response Management in Smart Grids,” Journal of Network and Systems Management (JNSM), pp. 1-17, 2018.
    [PDF] [DOI] [Bibtex]
    @Article{jesusmartins2018,
      author    = {Rafael de Jesus Martins and Luis Augusto Dias Knob and Eduardo Germano da Silva and Juliano Araujo Wickboldt and Alberto Schaeffer-Filho and Lisandro Zambenedetti Granville},
      title     = {{Specialized CSIRT for Incident Response Management in Smart Grids}},
      journal   = {Journal of Network and Systems Management (JNSM)},
      year      = {2018},
      pages     = {1--17},
      month     = {apr},
      doi       = {10.1007/s10922-018-9458-z},
      publisher = {Springer Nature},
    }
  • G. C. da Rodrigues, R. N. Calheiros, G. L. dos Santos, V. T. Guimaraes, L. Z. Granville, L. Tarouco, and R. Buyya, “Unfolding the Mutual Relation Between Timeliness and Scalability in Cloud Monitoring,” in IEEE Symposium on Computers and Communications (ISCC), Natal, Brazil, 2018, pp. 772-778.
    [PDF] [DOI] [Bibtex]
    @InProceedings{08538570,
      author    = {Guilherme da Cunha Rodrigues and Rodrigo N. Calheiros and Glederson Lessa dos Santos and Vinicius Tavares Guimaraes and Lisandro Zambenedetti Granville and Liane Tarouco and Rajkumar Buyya},
      title     = {{Unfolding the Mutual Relation Between Timeliness and Scalability in Cloud Monitoring}},
      booktitle = {{IEEE} Symposium on Computers and Communications ({ISCC})},
      year      = {2018},
      pages     = {772--778},
      address   = {Natal, Brazil},
      month     = {jun},
      publisher = {{IEEE}},
      doi       = {10.1109/iscc.2018.8538570},
    }
  • L. S. R. Sampaio, P. H. A. Faustini, A. S. Silva, L. Z. Granville, and A. Schaeffer-Filho, “Using NFV and Reinforcement Learning for Anomalies Detection and Mitigation in SDN,” in IEEE Symposium on Computers and Communications (ISCC), Natal, Brazil, 2018, pp. 432-437.
    [PDF] [DOI] [Bibtex]
    @InProceedings{08538614,
      author    = {Lauren S. R. Sampaio and Pedro H. A. Faustini and Anderson S. Silva and Lisandro Z. Granville and Alberto Schaeffer-Filho},
      title     = {{Using NFV and Reinforcement Learning for Anomalies Detection and Mitigation in SDN}},
      booktitle = {{IEEE} Symposium on Computers and Communications ({ISCC})},
      year      = {2018},
      pages     = {432--437},
      address   = {Natal, Brazil},
      month     = {jun},
      publisher = {{IEEE}},
      doi       = {10.1109/iscc.2018.8538614},
    }
  • V. A. Cunha, M. B. de Carvalho, D. Corujo, J. P. Barraca, D. Gomes, A. E. Schaeffer-Filho, C. R. P. dos Santos, L. Z. Granville, and R. L. Aguiar, “An SFC-enabled approach for processing SSL/TLS encrypted traffic in Future Enterprise Networks,” in IEEE Symposium on Computers and Communications (ISCC), Natal, Brazil, 2018, pp. 1013-1019.
    [PDF] [DOI] [Bibtex]
    @InProceedings{08538564,
      author    = {Vitor A. Cunha and Marcio B. de Carvalho and Daniel Corujo and Joao P. Barraca and Diogo Gomes and Alberto E. Schaeffer-Filho and Carlos R. P. dos Santos and Lisandro Z. Granville and Rui L. Aguiar},
      title     = {{An SFC-enabled approach for processing SSL/TLS encrypted traffic in Future Enterprise Networks}},
      booktitle = {{IEEE} Symposium on Computers and Communications ({ISCC})},
      year      = {2018},
      pages     = {1013--1019},
      address   = {Natal, Brazil},
      month     = {jun},
      publisher = {{IEEE}},
      doi       = {10.1109/iscc.2018.8538564},
    }
  • J. C. Nobre, L. L. Penz, M. F. Franco, and L. Z. Granville, “On the Use of a Measurement Correlation Service for Measurement Federations,” in IEEE Symposium on Computers and Communications (ISCC), Natal, Brazil, 2018, pp. 243-248.
    [PDF] [DOI] [Bibtex]
    @InProceedings{08538594,
      author    = {Jeferson Campos Nobre and Leandro Lisboa Penz and Muriel Figueredo Franco and Lisandro Zambenedetti Granville},
      title     = {{On the Use of a Measurement Correlation Service for Measurement Federations}},
      booktitle = {{IEEE} Symposium on Computers and Communications ({ISCC})},
      year      = {2018},
      pages     = {243--248},
      address   = {Natal, Brazil},
      month     = {jun},
      publisher = {{IEEE}},
      doi       = {10.1109/iscc.2018.8538594},
    }
  • E. Sousa, V. A. Cunha, M. B. de Carvalho, D. Corujo, J. P. B. Barraca, D. G. Gomes, A. Schaeffer-Filho, C. R. P. Santos, L. Z. Granville, and R. Aguiar, “Orchestrating an SFC-enabled SSL/TLS traffic processing architecture using MANO,” in IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), Verona, Italy, 2018.
    [Bibtex]
    @InProceedings{34311,
      author    = {E. Sousa and V. A. Cunha and M. B. de Carvalho and D. Corujo and J. P. B. Barraca and D. G. Gomes and A. Schaeffer-Filho and C. R. P. Santos and Lisandro Zambenedetti Granville and Rui Aguiar},
      title     = {{Orchestrating an SFC-enabled SSL/TLS traffic processing architecture using MANO}},
      booktitle = {IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)},
      year      = {2018},
      address   = {Verona, Italy},
      month     = {November},
    }
  • L. Bondan, M. F. Franco, L. Marcuzzo, G. Venancio, R. L. Santos, R. J. Pfitscher, E. J. Scheid, B. Stiller, F. D. Turck, E. P. Duarte, A. E. Schaeffer-Filho, C. R. P. dos Santos, and L. Z. Granville, “FENDE: Marketplace-Based Distribution, Execution, and Life Cycle Management of VNFs,” IEEE Communications Magazine (COMMAG), vol. 57, iss. 1, pp. 13-19, 2019.
    [PDF] [DOI] [Bibtex]
    @Article{08613268,
      author    = {Lucas Bondan and Muriel F. Franco and Leonardo Marcuzzo and Giovanni Venancio and Ricardo L. Santos and Ricardo J. Pfitscher and Eder J. Scheid and Burkhard Stiller and Filip De Turck and Elias P. Duarte and Alberto E. Schaeffer-Filho and Carlos R. P. dos Santos and Lisandro Z. Granville},
      title     = {{FENDE: Marketplace-Based Distribution, Execution, and Life Cycle Management of VNFs}},
      journal   = {{IEEE} Communications Magazine (COMMAG)},
      year      = {2019},
      volume    = {57},
      number    = {1},
      pages     = {13--19},
      month     = {jan},
      doi       = {10.1109/mcom.2018.1800507},
      publisher = {Institute of Electrical and Electronics Engineers ({IEEE})},
    }
  • M. V. B. da Silva, A. S. Jacobs, R. J. Pfitscher, and L. Z. Granville, “IDEAFIX: Identifying Elephant Flows in P4-Based IXP Networks,” in IEEE Global Communications Conference (GLOBECOM), Abu Dhabi, UAE, 2018, pp. 1-6.
    [PDF] [DOI] [Bibtex]
    @InProceedings{mvinicius2018,
      author       = {Marcus Vinicius Brito da Silva and Arthur Selle Jacobs and Ricardo José Pfitscher and Lisandro Zambenedetti Granville},
      title        = {{IDEAFIX: Identifying Elephant Flows in P4-Based IXP Networks}},
      booktitle    = {IEEE Global Communications Conference (GLOBECOM)},
      year         = {2018},
      pages        = {1--6},
      address      = {Abu Dhabi, UAE},
      month        = dec,
      organization = {{IEEE}},
      doi          = {10.1109/GLOCOM.2018.8647685},
    }
  • J. M. Ceron, C. B. Margi, and L. Z. Granville, “MARS: From traffic containment to network reconfiguration in malware-analysis systems,” Computer Networks (COMNET), vol. 129, pp. 261-272, 2017.
    [PDF] [DOI] [Bibtex]
    @Article{ceron2017,
      author    = {João Marcelo Ceron and Cíntia Borges Margi and Lisandro Zambenedetti Granville},
      title     = {{MARS: From traffic containment to network reconfiguration in malware-analysis systems}},
      journal   = {Computer Networks (COMNET)},
      year      = {2017},
      volume    = {129},
      pages     = {261--272},
      month     = {dec},
      doi       = {10.1016/j.comnet.2017.10.003},
      publisher = {Elsevier {BV}},
    }
  • C. C. Machado, J. A. Wickboldt, L. Z. Granville, and A. Schaeffer-Filho, “ARKHAM: An Advanced Refinement toolkit for Handling Service Level Agreements in Software-Defined Networking,” Journal of Network and Computer Applications (JNCA), vol. 90, pp. 1-16, 2017.
    [PDF] [DOI] [Bibtex]
    @Article{machado2017,
      author    = {Cristian Cleder Machado and Juliano Araujo Wickboldt and Lisandro Zambenedetti Granville and Alberto Schaeffer-Filho},
      title     = {{ARKHAM: An Advanced Refinement toolkit for Handling Service Level Agreements in Software-Defined Networking}},
      journal   = {Journal of Network and Computer Applications (JNCA)},
      year      = {2017},
      volume    = {90},
      pages     = {1--16},
      month     = {jul},
      doi       = {10.1016/j.jnca.2017.04.009},
      publisher = {Elsevier {BV}},
    }
  • J. A. Wickboldt, M. Q. Guerreiro, L. Z. Granville, L. P. Gaspary, M. F. Schwarz, C. Guok, V. Chaniotakis, A. Lake, and J. MacAuley, “MEICAN: Simplifying DCN Life-Cycle Management from End-User and Operator Perspectives in Inter-Domain Environments,” IEEE Communications Magazine (COMMAG), vol. 56, iss. 1, pp. 179-187, 2018.
    [PDF] [DOI] [Bibtex]
    @Article{08002814,
      author    = {Juliano Araujo Wickboldt and Mauricio Quatrin Guerreiro and Lisandro Zambenedetti Granville and Luciano Paschoal Gaspary and Marcos Felipe Schwarz and Chin Guok and Vangelis Chaniotakis and Andrew Lake and John MacAuley},
      title     = {{MEICAN: Simplifying {DCN} Life-Cycle Management from End-User and Operator Perspectives in Inter-Domain Environments}},
      journal   = {{IEEE} Communications Magazine (COMMAG)},
      year      = {2018},
      volume    = {56},
      number    = {1},
      pages     = {179--187},
      month     = {jan},
      doi       = {10.1109/mcom.2017.1601205},
      publisher = {Institute of Electrical and Electronics Engineers ({IEEE})},
    }
  • J. C. Nobre, C. Melchiors, C. C. Marquezan, L. M. R. Tarouco, and L. Z. Granville, “A Survey on the Use of P2P Technology for Network Management,” Journal of Network and Systems Management (JNSM), vol. 26, iss. 1, pp. 189-221, 2017.
    [PDF] [DOI] [Bibtex]
    @Article{nobre2017,
      author    = {Jéferson Campos Nobre and Cristina Melchiors and Clarissa Cassales Marquezan and Liane Margarida Rockenbach Tarouco and Lisandro Zambenedetti Granville},
      title     = {{A Survey on the Use of P2P Technology for Network Management}},
      journal   = {Journal of Network and Systems Management (JNSM)},
      year      = {2017},
      volume    = {26},
      number    = {1},
      pages     = {189--221},
      month     = {jun},
      doi       = {10.1007/s10922-017-9413-4},
      publisher = {Springer Nature},
    }
  • J. J. Santanna, R. O. de Schmidt, D. Tuncer, A. Sperotto, L. Z. Granville, and A. Pras, “Quiet Dogs Can Bite: Which Booters Should We Go After, and What Are Our Mitigation Options?,” IEEE Communications Magazine (COMMAG), vol. 55, iss. 7, pp. 50-56, 2017.
    [PDF] [DOI] [Bibtex]
    @Article{07981523,
      author    = {Jose Jair Santanna and Ricardo de O. Schmidt and Daphne Tuncer and Anna Sperotto and Lisandro Z. Granville and Aiko Pras},
      title     = {{Quiet Dogs Can Bite: Which Booters Should We Go After, and What Are Our Mitigation Options?}},
      journal   = {{IEEE} Communications Magazine (COMMAG)},
      year      = {2017},
      volume    = {55},
      number    = {7},
      pages     = {50--56},
      month     = jul,
      doi       = {10.1109/mcom.2017.1600992},
      publisher = {Institute of Electrical and Electronics Engineers ({IEEE})},
    }
  • M. Kist, J. A. Wickbold, L. Z. Granville, J. Rochol, L. A. DaSilva, and C. B. Both, “Flexible Fine-Grained Base Station with Network Functions Virtualization: Benefitsand Impacts,” Computer Networks (COMNET), vol. 151, pp. 158-165, 2019.
    [PDF] [DOI] [Bibtex]
    @Article{kist2019b,
      author  = {Maicon Kist and Juliano Araujo Wickbold and Lisandro Zambenedetti Granville and Juergen Rochol and Luiz A. DaSilva and Cristiano Bonato Both},
      journal = {Computer Networks (COMNET)},
      title   = {{Flexible Fine-Grained Base Station with Network Functions Virtualization: Benefitsand Impacts}},
      year    = {2019},
      month   = mar,
      pages   = {158--165},
      volume  = {151},
      doi     = {10.1016/j.comnet.2019.01.021},
    }
  • I. Medeiros, L. Pacheco, D. Rosario, C. Both, J. Nobre, E. Cerqueira, and L. Z. Granville, “Quality of Experience and Quality of Service-Aware Handover for Video Transmission in Heterogeneous Networks,” International Journal of Network Management (IJNM), pp. 1-16, 2019.
    [PDF] [DOI] [Bibtex]
    @Article{medeiros2019,
      author  = {Iago Medeiros and Lucas Pacheco and Denis Rosario and Cristiano Both and Jeferson Nobre and Eduardo Cerqueira and Lisandro Zambenedetti Granville},
      title   = {{Quality of Experience and Quality of Service-Aware Handover for Video Transmission in Heterogeneous Networks}},
      journal = {International Journal of Network Management (IJNM)},
      year    = {2019},
      pages   = {1--16},
      month   = feb,
      doi     = {10.1002/nem.2064},
    }
  • M. V. B. da Silva, A. S. Jacobs, R. J. Pfitscher, and L. Z. Granville, “Predicting Elephant Flows in Internet Exchange PointProgrammable Networks,” in Advanced Information Networking and Applications (AINA), Matsue, Japan, 2019, pp. 485-497.
    [DOI] [Bibtex]
    @InProceedings{,
      author    = {Marcus Vinicius Brito da Silva and Arthur Selle Jacobs and Ricardo José Pfitscher and Lisandro Zambenedetti Granville},
      booktitle = {Advanced Information Networking and Applications (AINA)},
      title     = {{Predicting Elephant Flows in Internet Exchange PointProgrammable Networks}},
      year      = {2019},
      address   = {Matsue, Japan},
      month     = mar,
      pages     = {485--497},
      doi       = {10.1007/978-3-030-15032-7_41},
    }
  • V. F. Garcia, L. C. Marcuzzo, G. V. Souza, L. Bondan, J. C. Nobre, A. E. Schaeffer-Filho, C. R. P. dos Santos, L. Z. Granville, and E. D. P. Jr., “An NSH-Enabled Architecture for VirtualizedNetwork Function Platforms,” in Advanced Information Networking and Applications (AINA), Matsue, Japan, 2019, pp. 376-387.
    [DOI] [Bibtex]
    @InProceedings{,
      author    = {Vinícius F. Garcia and Leonardo C. Marcuzzo and Giovanni V. Souza and Lucas Bondan and Jéferson C. Nobre and Alberto E. Schaeffer-Filho and Carlos R. P. dos Santos and Lisandro Zambenedetti Granville and Elias P. Duarte Jr.},
      booktitle = {Advanced Information Networking and Applications (AINA)},
      title     = {{An NSH-Enabled Architecture for VirtualizedNetwork Function Platforms}},
      year      = {2019},
      address   = {Matsue, Japan},
      month     = mar,
      pages     = {376--387},
      doi       = {10.1007/978-3-030-15032-7_32},
    }
  • E. J. Scheid, B. B. Rodrigues, L. Z. Granville, and B. Stiller, “Enabling Dynamic SLA Compensation Using Blockchain-based Smart Contracts,” in IFIP/IEEE International Symposium on Integrated Network Management (IM), Washington, USA, 2019, pp. 53-61.
    [PDF] [Bibtex]
    @InProceedings{scheid2019,
      author    = {Eder J. Scheid and Bruno B. Rodrigues and Lisandro Zambenedetti Granville and Burkhard Stiller},
      booktitle = {IFIP/IEEE International Symposium on Integrated Network Management (IM)},
      title     = {{Enabling Dynamic SLA Compensation Using Blockchain-based Smart Contracts}},
      year      = {2019},
      address   = {Washington, USA},
      month     = apr,
      pages     = {53--61},
    }
  • L. Bondan, T. Wauters, B. Volckaert, F. D. Turck, and L. Z. Granville, “A Framework for SFC Integrity in NFV Environments,” in Autonomous Infrastructure, Management and Security (AIMS), Zurich, Switzerland, 2017, pp. 62-76.
    [PDF] [DOI] [Bibtex]
    @InProceedings{bondan2017,
      author    = {Lucas Bondan and Tim Wauters and Bruno Volckaert and Filip De Turck and Lisandro Zambenedetti Granville},
      title     = {{A Framework for SFC Integrity in NFV Environments}},
      booktitle = {Autonomous Infrastructure, Management and Security (AIMS)},
      year      = {2017},
      volume    = {10356},
      series    = {Lecture Notes in Computer Science (LNCS)},
      pages     = {62--76},
      address   = {Zurich, Switzerland},
      month     = jul,
      publisher = {Springer International Publishing},
      doi       = {10.1007/978-3-319-60774-0_18},
      isbn      = {978-3-319-60773-3},
    }
  • A. F. Ocampo, J. Gil-Herrera, P. H. Isolani, M. C. Neves, J. F. Botero, S. Latré, L. Z. Granville, M. P. Barcellos, and L. P. Gaspary, “Optimal Service Function Chain Composition in Network Functions Virtualization,” in Autonomous Infrastructure, Management and Security (AIMS), Zurich, Switzerland, 2017, pp. 179-184.
    [PDF] [DOI] [Bibtex]
    @InProceedings{ocampo2017,
      author    = {Andrés F. Ocampo and Juliver Gil-Herrera and Pedro H. Isolani and Miguel C. Neves and Juan F. Botero and Steven Latré and Lisandro Zambenedetti Granville and Marinho P. Barcellos and Luciano P. Gaspary},
      title     = {{Optimal Service Function Chain Composition in Network Functions Virtualization}},
      booktitle = {Autonomous Infrastructure, Management and Security (AIMS)},
      year      = {2017},
      volume    = {10356},
      series    = {Lecture Notes in Computer Science (LNCS)},
      pages     = {179--184},
      address   = {Zurich, Switzerland},
      month     = jul,
      publisher = {Springer International Publishing},
      doi       = {10.1007/978-3-319-60774-0_5},
      isbn      = {978-3-319-60773-3},
    }
  • L. A. D. Knob, R. P. Esteves, L. Z. Granville, and L. M. R. Tarouco, “Mitigating Elephant Flows in SDN-Based IXP Networks,” in IEEE Symposium on Computers and Communications (ISCC), Crete, Greece, 2017, pp. 1-8.
    [PDF] [DOI] [Bibtex]
    @InProceedings{08024712,
      author    = {Luis Augusto Dias Knob and Rafael Pereira Esteves and Lisandro Zambenedetti Granville and Liane Margarida Rockenbach Tarouco},
      title     = {{Mitigating Elephant Flows in {SDN}-Based {IXP} Networks}},
      booktitle = {{IEEE Symposium on Computers and Communications (ISCC)}},
      year      = {2017},
      pages     = {1--8},
      address   = {Crete, Greece},
      month     = {jul},
      publisher = {{IEEE}},
      doi       = {10.1109/iscc.2017.8024712},
    }
  • A. S. Jacobs, R. L. do Santos, M. F. Franco, E. J. Scheid, R. J. Pfitscher, and L. Z. Granville, ” Affinity Measurement for NFV-enabled Networks: A Criteria-based Approach,” in IFIP/IEEE Symposium on Integrated Network and Service Management (IM), Lisbon, Portugal, 2017, pp. 1-9.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07987272,
      author    = {Arthur Selle Jacobs and Ricardo Luis do Santos and Muriel Figueredo Franco and Eder John Scheid and Ricardo Jose Pfitscher and Lisandro Zambenedetti Granville},
      title     = {{ Affinity Measurement for NFV-enabled Networks: A Criteria-based Approach}},
      booktitle = {{IFIP/IEEE Symposium on Integrated Network and Service Management (IM)}},
      year      = {2017},
      pages     = {1--9},
      address   = {Lisbon, Portugal},
      month     = {may},
      publisher = {{IEEE}},
      doi       = {10.23919/inm.2017.7987272},
    }
  • V. T. Guimaraes, O. M. C. Rendon, G. L. dos Santos, G. C. da Rodrigues, C. M. D. S. Freitas, L. M. R. Tarouco, and L. Z. Granville, “A Reuse-Based Approach to Promote the Adoption of Visualizations for Network Management Tasks,” in IEEE International Conference on Advanced Information Networking and Applications (AINA), Taipei, Taiwan, 2017, pp. 712-719.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07920978,
      author    = {Vinicius Tavares Guimaraes and Oscar Mauricio Caicedo Rendon and Glederson Lessa dos Santos and Guilherme da Cunha Rodrigues and Carla Maria Dal Sasso Freitas and Liane Margarida Rockenbach Tarouco and Lisandro Zambenedetti Granville},
      title     = {{A Reuse-Based Approach to Promote the Adoption of Visualizations for Network Management Tasks}},
      booktitle = {IEEE International Conference on Advanced Information Networking and Applications (AINA)},
      year      = {2017},
      pages     = {712--719},
      address   = {Taipei, Taiwan},
      month     = {mar},
      publisher = {{IEEE}},
      doi       = {10.1109/aina.2017.24},
    }
  • M. F. Franco, R. L. dos Santos, R. Cava, E. J. Scheid, R. J. Pfitscher, C. D. S. Freitas, and L. Z. Granville, “Interactive Visualizations for Planning and Strategic Business Decisions in NFV-Enabled Networks,” in IEEE International Conference on Advanced Information Networking and Applications (AINA), Taipei, Taiwan, 2017, pp. 492-499.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07920949,
      author    = {Muriel Figueredo Franco and Ricardo Luis dos Santos and Ricardo Cava and Eder John Scheid and Ricardo Jose Pfitscher and Carla Dal Sasso Freitas and Lisandro Zambenedetti Granville},
      title     = {{Interactive Visualizations for Planning and Strategic Business Decisions in {NFV}-Enabled Networks}},
      booktitle = {IEEE International Conference on Advanced Information Networking and Applications (AINA)},
      year      = {2017},
      pages     = {492--499},
      address   = {Taipei, Taiwan},
      month     = {mar},
      publisher = {{IEEE}},
      doi       = {10.1109/aina.2017.103},
    }
  • A. G. Dalla-Costa, L. Bondan, J. A. Wickboldt, C. B. Both, and L. Z. Granville, “Maestro: An NFV Orchestrator for Wireless Environments Aware of VNF Internal Compositions,” in IEEE International Conference on Advanced Information Networking and Applications (AINA), Taipei, Taiwan, 2017, pp. 484-491.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07920948,
      author    = {Ariel Galante Dalla-Costa and Lucas Bondan and Juliano Araujo Wickboldt and Cristiano Bonato Both and Lisandro Zambenedetti Granville},
      title     = {{Maestro: An NFV Orchestrator for Wireless Environments Aware of VNF Internal Compositions}},
      booktitle = {IEEE International Conference on Advanced Information Networking and Applications (AINA)},
      year      = {2017},
      pages     = {484--491},
      address   = {Taipei, Taiwan},
      month     = {mar},
      publisher = {{IEEE}},
      doi       = {10.1109/aina.2017.126},
    }
  • R. L. dos Santos, M. F. Franco, E. J. Scheid, R. J. Pfitscher, L. Z. Granville, and L. R. M. Tarouco, “iMPROVE: Enhancing the Introduction of Services on Programmable Virtual Networks,” in IEEE International Conference on Advanced Information Networking and Applications (AINA), Taipei, Taiwan, 2017, pp. 500-507.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07920950,
      author    = {Ricardo Luis dos Santos and Muriel Figueredo Franco and Eder John Scheid and Ricardo Jose Pfitscher and Lisandro Zambenedetti Granville and Liane M. Rockenbach Tarouco},
      title     = {{iMPROVE: Enhancing the Introduction of Services on Programmable Virtual Networks}},
      booktitle = {IEEE International Conference on Advanced Information Networking and Applications (AINA)},
      year      = {2017},
      pages     = {500--507},
      address   = {Taipei, Taiwan},
      month     = {mar},
      publisher = {{IEEE}},
      doi       = {10.1109/aina.2017.113},
    }
  • L. Bondan, T. Wauters, B. Volckaert, F. D. Turck, and L. Z. Granville, “Anomaly Detection Framework for SFC Integrity in NFV Environments (short paper),” in IEEE Conference on Network Softwarization (NetSoft), Bologna, Italy, 2017, pp. 1-5.
    [PDF] [DOI] [Bibtex]
    @InProceedings{08004204,
      author    = {Lucas Bondan and Tim Wauters and Bruno Volckaert and Filip De Turck and Lisandro Zambenedetti Granville},
      title     = {{Anomaly Detection Framework for SFC Integrity in NFV Environments (short paper)}},
      booktitle = {IEEE Conference on Network Softwarization (NetSoft)},
      year      = {2017},
      pages     = {1--5},
      address   = {Bologna, Italy},
      month     = {jul},
      publisher = {{IEEE}},
      doi       = {10.1109/netsoft.2017.8004204},
    }
  • S. Vasconcelos and L. Z. Granville, “Análise dos recursos da Lei de Informática: contribuição para a capacitação tecnológica em instituições de ensino e pesquisa,” Parcerias Estratégicas, vol. 22, iss. 45, pp. 73-92, 2017.
    [PDF] [URL] [Bibtex]
    @Article{vasconcelos2017,
      author  = {Scheyla Vasconcelos and Lisandro Zambenedetti Granville},
      title   = {{Análise dos recursos da Lei de Informática: contribuição para a capacitação tecnológica em instituições de ensino e pesquisa}},
      journal = {{Parcerias Estratégicas}},
      year    = {2017},
      volume  = {22},
      number  = {45},
      pages   = {73--92},
      month   = dec,
      issn    = {2176-9729},
      url     = {http://seer.cgee.org.br/index.php/parcerias_estrategicas/issue/view/82/showToc},
    }
  • G. B. Heimovski, R. C. Turchetti, J. A. Wickboldt, L. Z. Granville, and E. D. P. Jr, “Alta Disponibilidade de um Gerenciador de Nuvem IaaS Baseada em Replicação: Experiência Resultados,” in SBC Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuidos (SBRC), Belém, Brazil, 2017, pp. 774-787.
    [PDF] [URL] [Bibtex]
    @InProceedings{heimovski2017,
      author    = {Gustavo B. Heimovski and Rogério C. Turchetti and Juliano A. Wickboldt and Lisandro Zambenedetti Granville and Elias P. Duarte Jr},
      title     = {{Alta Disponibilidade de um Gerenciador de Nuvem IaaS Baseada em Replicação: Experiência Resultados}},
      booktitle = {SBC Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuidos (SBRC)},
      year      = {2017},
      volume    = {35},
      pages     = {774--787},
      address   = {Belém, Brazil},
      month     = may,
      abstract  = {Uma rede de computadores está sujeita a diversas anomalias, e é necessário coordenar técnicas de detecção e mitigação para mantê-la operacional. Este artigo propõe aprendizagem por reforço para promover resiliência em redes definidas por software (SDN). Propõe-se que métricas de rede sejam coletadas e agrupadas em perfis, cada um com um conjunto de ações que trate problemas usando aprendizagem por reforço, virtualização de funções de rede (NFV) e um controlador SDN. Políticas para lidar com anomalias são definidas com base nas recompensas das ações. Os resultados mostram que o sistema obtém majoritariamente recompensas positivas, mas um pequeno aumento na topologia mais do que quadriplica o número de entradas na tabela estado-ação.},
      issn      = {2177-9384},
      journal   = {SBC Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos (SBRC)},
      url       = {https://portaldeconteudo.sbc.org.br/index.php/sbrc/article/view/2631},
    }
  • A. G. Dalla-Costa, M. A. K. Schimuneck, J. A. Wickboldt, C. B. Both, L. P. Gaspary, and L. Z. Granville, “NFV em Redes 5G: Avaliando o Desempenho de Composição de Funções Virtualizadas via Maestro,” in SBC Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuidos (SBRC), Belém, Brazil, 2017, pp. 788-801.
    [PDF] [URL] [Bibtex]
    @InProceedings{costa2017,
      author    = {Ariel Galante Dalla-Costa and Matias A. K. Schimuneck and Juliano Araujo Wickboldt and Cristiano Bonato Both and Luciano Paschoal Gaspary and Lisandro Zambenedetti Granville},
      title     = {{NFV em Redes 5G: Avaliando o Desempenho de Composição de Funções Virtualizadas via Maestro}},
      booktitle = {SBC Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuidos (SBRC)},
      year      = {2017},
      volume    = {35},
      pages     = {788--801},
      address   = {Belém, Brazil},
      month     = may,
      abstract  = {Uma rede de computadores está sujeita a diversas anomalias, e é necessário coordenar técnicas de detecção e mitigação para mantê-la operacional. Este artigo propõe aprendizagem por reforço para promover resiliência em redes definidas por software (SDN). Propõe-se que métricas de rede sejam coletadas e agrupadas em perfis, cada um com um conjunto de ações que trate problemas usando aprendizagem por reforço, virtualização de funções de rede (NFV) e um controlador SDN. Políticas para lidar com anomalias são definidas com base nas recompensas das ações. Os resultados mostram que o sistema obtém majoritariamente recompensas positivas, mas um pequeno aumento na topologia mais do que quadriplica o número de entradas na tabela estado-ação.},
      issn      = {2177-9384},
      journal   = {SBC Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos (SBRC)},
      url       = {http://ojs.sbc.org.br/index.php/sbrc/article/view/2660},
    }
  • G. de Araújo, M. Marotta, J. Wickboldt, C. Both, L. Gaspary, J. Rochol, and L. Z. Granville, “Caracterizando Estratégias de Domínio Espacial para Gerenciamento de Regras em Redes Definidas por Software,” in SBC Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuidos (SBRC), Belém, Brazil, 2017, pp. 960-973.
    [PDF] [URL] [Bibtex]
    @InProceedings{araujo2017,
      author    = {Gustavo de Araújo and Marcelo Marotta and Juliano Wickboldt and Cristiano Both and Luciano Gaspary and Juergen Rochol and Lisandro Zambenedetti Granville},
      title     = {{Caracterizando Estratégias de Domínio Espacial para Gerenciamento de Regras em Redes Definidas por Software}},
      booktitle = {SBC Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuidos (SBRC)},
      year      = {2017},
      volume    = {35},
      pages     = {960--973},
      address   = {Belém, Brazil},
      month     = may,
      abstract  = {Uma rede de computadores está sujeita a diversas anomalias, e é necessário coordenar técnicas de detecção e mitigação para mantê-la operacional. Este artigo propõe aprendizagem por reforço para promover resiliência em redes definidas por software (SDN). Propõe-se que métricas de rede sejam coletadas e agrupadas em perfis, cada um com um conjunto de ações que trate problemas usando aprendizagem por reforço, virtualização de funções de rede (NFV) e um controlador SDN. Políticas para lidar com anomalias são definidas com base nas recompensas das ações. Os resultados mostram que o sistema obtém majoritariamente recompensas positivas, mas um pequeno aumento na topologia mais do que quadriplica o número de entradas na tabela estado-ação.},
      issn      = {2177-9384},
      journal   = {SBC Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos (SBRC)},
      url       = {http://ojs.sbc.org.br/index.php/sbrc/article/view/2673},
    }
  • P. H. A. Faustini, A. S. Silva, L. Z. Granville, and A. E. Schaeffer-Filho, “Emprego de NFV e Aprendizagem por Reforço para Detectar e Mitigar Anomalias em Redes Definidas por Software,” in SBC Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuidos (SBRC), Belém, Brazil, 2017, pp. 30-43.
    [PDF] [URL] [Bibtex]
    @InProceedings{faustini2017,
      author    = {Pedro H. A. Faustini and Anderson S. Silva and Lisandro Zambenedetti Granville and Alberto E. Schaeffer-Filho},
      title     = {{Emprego de NFV e Aprendizagem por Reforço para Detectar e Mitigar Anomalias em Redes Definidas por Software}},
      booktitle = {SBC Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuidos (SBRC)},
      year      = {2017},
      volume    = {35},
      pages     = {30--43},
      address   = {Belém, Brazil},
      month     = may,
      abstract  = {Uma rede de computadores está sujeita a diversas anomalias, e é necessário coordenar técnicas de detecção e mitigação para mantê-la operacional. Este artigo propõe aprendizagem por reforço para promover resiliência em redes definidas por software (SDN). Propõe-se que métricas de rede sejam coletadas e agrupadas em perfis, cada um com um conjunto de ações que trate problemas usando aprendizagem por reforço, virtualização de funções de rede (NFV) e um controlador SDN. Políticas para lidar com anomalias são definidas com base nas recompensas das ações. Os resultados mostram que o sistema obtém majoritariamente recompensas positivas, mas um pequeno aumento na topologia mais do que quadriplica o número de entradas na tabela estado-ação.},
      issn      = {2177-9384},
      journal   = {SBC Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos (SBRC)},
      url       = {http://ojs.sbc.org.br/index.php/sbrc/article/view/2659},
    }
  • J. Ceron, K. Steding-Jessen, C. Hoepers, L. Z. Granville, and C. B. Margi, “Improving IoT Botnet Investigation Using anAdaptive Network Layer,” Sensor, vol. 19, iss. 3, pp. 1-16, 2019.
    [PDF] [DOI] [Bibtex]
    @Article{sensors-19-00727,
      author  = {Joao Ceron and Klaus Steding-Jessen and Cristine Hoepers and Lisandro Zambenedetti Granville and Cíntia Borges Margi},
      title   = {{Improving IoT Botnet Investigation Using anAdaptive Network Layer}},
      journal = {Sensor},
      year    = {2019},
      volume  = {19},
      number  = {3},
      pages   = {1--16},
      month   = feb,
      issn    = {1424-8220},
      doi     = {10.3390/s19030727},
    }
  • G. D. C. Rodrigues, R. N. Calheiros, V. T. Guimaraes, G. L. dos Santos, M. B. de Carvalho, L. Z. Granville, L. M. R. Tarouco, and R. Buyya, “Monitoring of Cloud Computing Environments: Concepts, Solutions, Trends, and Future Directions,” in ACM Symposium on Applied Computing (SAC), Pisa, Italy, 2016, pp. 378-383.
    [PDF] [DOI] [Bibtex]
    @InProceedings{rodrigues2016,
      author    = {Guilherme Da Cunha Rodrigues and Rodrigo N. Calheiros and Vinicius Tavares Guimaraes and Glederson Lessa dos Santos and Márcio Barbosa de Carvalho and Lisandro Zambenedetti Granville and Liane Margarida Rockenbach Tarouco and Rajkumar Buyya},
      title     = {{Monitoring of Cloud Computing Environments: Concepts, Solutions, Trends, and Future Directions}},
      booktitle = {ACM Symposium on Applied Computing (SAC)},
      year      = {2016},
      pages     = {378--383},
      address   = {Pisa, Italy},
      month     = apr,
      publisher = {{ACM} Press},
      doi       = {10.1145/2851613.2851619},
    }
  • R. Wang, J. A. Wickboldt, R. P. Esteves, L. Shi, B. Jennings, and L. Z. Granville, “Using Empirical Estimates of Effective Bandwidth in Network-Aware Placement of Virtual Machines in Datacenters,” IEEE Transactions on Network and Service Management (TNSM), vol. 13, iss. 2, pp. 267-280, 2016.
    [PDF] [DOI] [Bibtex]
    @Article{07407371,
      author    = {Runxin Wang and Juliano Araujo Wickboldt and Rafael Pereira Esteves and Lei Shi and Brendan Jennings and Lisandro Zambenedetti Granville},
      title     = {{Using Empirical Estimates of Effective Bandwidth in Network-Aware Placement of Virtual Machines in Datacenters}},
      journal   = {IEEE Transactions on Network and Service Management (TNSM)},
      year      = {2016},
      volume    = {13},
      number    = {2},
      pages     = {267--280},
      month     = {jun},
      issn      = {1932-4537},
      doi       = {10.1109/tnsm.2016.2530309},
      publisher = {Institute of Electrical and Electronics Engineers ({IEEE})},
    }
  • F. Estrada-Solano, A. Ordonez, L. Z. Granville, and O. M. C. Rendon, “A Framework for SDN Integrated Management Based on a CIM Model and a Vertical Management plane,” Computer Communications, vol. 102, pp. 150-164, 2017.
    [PDF] [DOI] [Bibtex]
    @Article{estradasolano2017,
      author    = {Felipe Estrada-Solano and Armando Ordonez and Lisandro Zambenedetti Granville and Oscar Mauricio Caicedo Rendon},
      title     = {{A Framework for {SDN} Integrated Management Based on a {CIM} Model and a Vertical Management plane}},
      journal   = {Computer Communications},
      year      = {2017},
      volume    = {102},
      pages     = {150--164},
      month     = {apr},
      issn      = {0140-3664},
      doi       = {10.1016/j.comcom.2016.08.006},
      publisher = {Elsevier {BV}},
    }
  • C. R. P. dos Santos, J. Famaey, J. Schönwälder, L. Z. Granville, A. Pras, and F. D. Turck, “Taxonomy for the Network and Service Management Research Field,” Journal of Network and Systems Management (JNSM), vol. 24, iss. 3, pp. 764-787, 2016.
    [PDF] [DOI] [Bibtex]
    @Article{santos2016,
      author    = {Carlos Raniery Paula dos Santos and Jeroen Famaey and Jürgen Schönwälder and Lisandro Zambenedetti Granville and Aiko Pras and Filip De Turck},
      title     = {{Taxonomy for the Network and Service Management Research Field}},
      journal   = {Journal of Network and Systems Management (JNSM)},
      year      = {2016},
      volume    = {24},
      number    = {3},
      pages     = {764--787},
      month     = {jan},
      issn      = {1064-7570},
      doi       = {10.1007/s10922-015-9363-7},
      publisher = {Springer Nature},
    }
  • P. H. P. Castro, V. L. Barreto, S. L. Corrêa, L. Z. Granville, and K. V. Cardoso, “A joint CPU-RAM energy efficient and SLA-compliant approach for cloud data centers,” Computer Networks (COMNET), vol. 94, pp. 1-13, 2016.
    [PDF] [DOI] [Bibtex]
    @Article{castro2016,
      author    = {Pedro H. P. Castro and Vívian L. Barreto and Sand Luz Corrêa and Lisandro Zambenedetti Granville and Kleber Vieira Cardoso},
      title     = {{A joint {CPU}-{RAM} energy efficient and {SLA}-compliant approach for cloud data centers}},
      journal   = {Computer Networks (COMNET)},
      year      = {2016},
      volume    = {94},
      pages     = {1--13},
      month     = {jan},
      issn      = {1389-1286},
      doi       = {10.1016/j.comnet.2015.11.026},
      publisher = {Elsevier {BV}},
    }
  • O. M. C. Rendon, F. Estrada-Solano, V. Guimarães, L. M. R. Tarouco, and L. Z. Granville, “Rich dynamic mashments: An approach for network management based on mashups and situation management,” Computer Networks (COMNET), vol. 94, pp. 285-306, 2016.
    [PDF] [DOI] [Bibtex]
    @Article{rendon2016,
      author    = {Oscar Mauricio Caicedo Rendon and Felipe Estrada-Solano and Vinicius Guimarães and Liane Margarida Rockenbach Tarouco and Lisandro Zambenedetti Granville},
      title     = {{Rich dynamic mashments: An approach for network management based on mashups and situation management}},
      journal   = {Computer Networks (COMNET)},
      year      = {2016},
      volume    = {94},
      pages     = {285--306},
      month     = {jan},
      issn      = {1389-1286},
      doi       = {10.1016/j.comnet.2015.10.024},
      publisher = {Elsevier {BV}},
    }
  • M. A. Marotta, L. R. Faganello, M. A. K. Schimuneck, L. Z. Granville, J. Rochol, and C. B. Both, “Managing mobile cloud computing considering objective and subjective perspectives,” Computer Networks, vol. 93, pp. 531-542, 2015.
    [PDF] [DOI] [Bibtex]
    @Article{marotta2015,
      author    = {Marcelo Antonio Marotta and Leonardo Roveda Faganello and Matias Artur Klafke Schimuneck and Lisandro Zambenedetti Granville and Juergen Rochol and Cristiano Bonato Both},
      title     = {Managing mobile cloud computing considering objective and subjective perspectives},
      journal   = {Computer Networks},
      year      = {2015},
      volume    = {93},
      pages     = {531--542},
      month     = {dec},
      issn      = {1389-1286},
      doi       = {10.1016/j.comnet.2015.09.040},
      publisher = {Elsevier {BV}},
    }
  • J. J. Santanna, R. O. de Schmidt, D. Tuncer, J. de Vries, L. Z. Granville, and A. Pras, “Booter Blacklist: Unveiling DDoS-for-hire Websites,” in International Conference on Network and Service Management (CNSM), Montreal, Canada, 2016, pp. 144-152.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07818410,
      author    = {Jose Jair Santanna and Ricardo de O. Schmidt and Daphne Tuncer and Joey de Vries and Lisandro Zambenedetti Granville and Aiko Pras},
      title     = {{Booter Blacklist: Unveiling DDoS-for-hire Websites}},
      booktitle = {International Conference on Network and Service Management (CNSM)},
      year      = {2016},
      pages     = {144--152},
      address   = {Montreal, Canada},
      month     = {oct},
      publisher = {{IEEE}},
      doi       = {10.1109/cnsm.2016.7818410},
    }
  • L. A. D. Knob, R. P. Esteves, L. Z. Granville, and L. M. R. Tarouco, “SDEFIX – Identifying Elephant Flows in SDN-Based IXP Networks,” in IEEE/IFIP Network Operations and Management Symposium (NOMS), Istanbul, Turkey, 2016, pp. 19-26.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07502792,
      author    = {Luis Augusto Dias Knob and Rafael Pereira Esteves and Lisandro Zambenedetti Granville and Liane Margarida Rockenbach Tarouco},
      title     = {{SDEFIX - Identifying Elephant Flows in SDN-Based IXP Networks}},
      booktitle = {IEEE/IFIP Network Operations and Management Symposium (NOMS)},
      year      = {2016},
      pages     = {19--26},
      address   = {Istanbul, Turkey},
      month     = {apr},
      publisher = {{IEEE}},
      doi       = {10.1109/noms.2016.7502792},
    }
  • A. S. da Silva, J. A. Wickboldt, L. Z. Granville, and A. Schaeffer-Filho, “ATLANTIC: A Framework for Anomaly Traffic Detection, Classification, and Mitigation in SDN,” in IEEE/IFIP Network Operations and Management Symposium (NOMS), Istanbul, Turkey, 2016, pp. 27-35.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07502793,
      author    = {Anderson Santos da Silva and Juliano Araujo Wickboldt and Lisandro Zambenedetti Granville and Alberto Schaeffer-Filho},
      title     = {{ATLANTIC: A Framework for Anomaly Traffic Detection, Classification, and Mitigation in SDN}},
      booktitle = {IEEE/IFIP Network Operations and Management Symposium (NOMS)},
      year      = {2016},
      pages     = {27--35},
      address   = {Istanbul, Turkey},
      month     = {apr},
      publisher = {{IEEE}},
      doi       = {10.1109/noms.2016.7502793},
    }
  • E. G. da Silva, A. S. da Silva, J. A. Wickboldt, P. Smith, L. Z. Granville, and A. Schaeffer-Filho, “A One-Class NIDS for SDN-Based SCADA Systems,” in IEEE Computer Software and Applications Conference (COMPSAC), Atlanta, USA, 2016, pp. 303-312.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07552026,
      author    = {Eduardo Germano da Silva and Anderson Santos da Silva and Juliano Araujo Wickboldt and Paul Smith and Lisandro Zambenedetti Granville and Alberto Schaeffer-Filho},
      title     = {{A One-Class {NIDS} for {SDN}-Based {SCADA} Systems}},
      booktitle = {IEEE Computer Software and Applications Conference (COMPSAC)},
      year      = {2016},
      pages     = {303--312},
      address   = {Atlanta, USA},
      month     = {jun},
      publisher = {{IEEE}},
      doi       = {10.1109/compsac.2016.32},
    }
  • C. C. Machado, L. Z. Granville, and A. Schaeffer-Filho, “ANSwer: Combining NFV and SDN Features for Network Resilience Strategies,” in IEEE Symposium on Computers and Communication (ISCC), Messina, Italy, 2016, pp. 1-6.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07543771,
      author    = {Cristian Cleder Machado and Lisandro Zambenedetti Granville and Alberto Schaeffer-Filho},
      title     = {{ANSwer: Combining {NFV} and {SDN} Features for Network Resilience Strategies}},
      booktitle = {IEEE Symposium on Computers and Communication (ISCC)},
      year      = {2016},
      pages     = {1--6},
      address   = {Messina, Italy},
      month     = {jun},
      publisher = {{IEEE}},
      doi       = {10.1109/iscc.2016.7543771},
    }
  • J. M. Ceron, C. B. Margi, and L. Z. Granville, “MARS: An SDN-Based Malware Analysis Solution,” in IEEE Symposium on Computers and Communication (ISCC), Messina, Italy, 2016, pp. 1-6.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07543792,
      author    = {Joao Marcelo Ceron and Cintia Borges Margi and Lisandro Zambenedetti Granville},
      title     = {{MARS: An {SDN}-Based Malware Analysis Solution}},
      booktitle = {IEEE Symposium on Computers and Communication (ISCC)},
      year      = {2016},
      pages     = {1--6},
      address   = {Messina, Italy},
      month     = {jun},
      publisher = {{IEEE}},
      doi       = {10.1109/iscc.2016.7543792},
    }
  • V. T. Guimaraes, O. C. Rendon, G. L. dos Santos, G. Rodrigues, C. M. D. S. Freitas, L. M. R. Tarouco, and L. Z. Granville, “Improving Productivity and Reducing Cost Through the Use of Visualizations for SDN Management,” in IEEE Symposium on Computers and Communication (ISCC), Messina, Italy, 2016, pp. 1-8.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07543793,
      author    = {Vinicius Tavares Guimaraes and Oscar Caicedo Rendon and Glederson Lessa dos Santos and Guilherme Rodrigues and Carla Maria Dal Sasso Freitas and Liane Margarida Rockenbach Tarouco and Lisandro Zambenedetti Granville},
      title     = {{Improving Productivity and Reducing Cost Through the Use of Visualizations for {SDN} Management}},
      booktitle = {IEEE Symposium on Computers and Communication (ISCC)},
      year      = {2016},
      pages     = {1--8},
      address   = {Messina, Italy},
      month     = {jun},
      publisher = {{IEEE}},
      doi       = {10.1109/iscc.2016.7543793},
    }
  • R. J. Pfitscher, E. J. Scheid, R. L. dos Santos, R. R. Obelheiro, M. A. Pillon, A. E. Schaeffer-Filho, and L. Z. Granville, “DReAM – A Distributed Result-Aware Monitor for Network Functions Virtualization,” in IEEE Symposium on Computers and Communication (ISCC), Messina, Italy, 2016, pp. 1-6.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07543813,
      author    = {Ricardo J. Pfitscher and Eder J. Scheid and Ricardo L. dos Santos and Rafael R. Obelheiro and Mauricio A. Pillon and Alberto E. Schaeffer-Filho and Lisandro Zambenedetti Granville},
      title     = {{DReAM - A Distributed Result-Aware Monitor for Network Functions Virtualization}},
      booktitle = {IEEE Symposium on Computers and Communication (ISCC)},
      year      = {2016},
      pages     = {1--6},
      address   = {Messina, Italy},
      month     = {jun},
      publisher = {{IEEE}},
      doi       = {10.1109/iscc.2016.7543813},
    }
  • E. J. Scheid, C. C. Machado, R. L. dos Santos, A. E. Schaeffer-Filho, and L. Z. Granville, “Policy-Based Dynamic Service Chaining in Network Functions Virtualization,” in IEEE Symposium on Computers and Communication (ISCC), Messina, Italy, 2016, pp. 1-6.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07543763,
      author    = {Eder J. Scheid and Cristian C. Machado and Ricardo L. dos Santos and Alberto E. Schaeffer-Filho and Lisandro Zambenedetti Granville},
      title     = {{Policy-Based Dynamic Service Chaining in Network Functions Virtualization}},
      booktitle = {IEEE Symposium on Computers and Communication (ISCC)},
      year      = {2016},
      pages     = {1--6},
      address   = {Messina, Italy},
      month     = {jun},
      publisher = {{IEEE}},
      doi       = {10.1109/iscc.2016.7543763},
    }
  • L. Bondan, C. R. P. dos Santos, and L. Z. Granville, “Comparing Virtualization Solutions for NFV Deployment: A Network Management Perspective,” in IEEE Symposium on Computers and Communication (ISCC), Messina, Italy, 2016, pp. 1-6.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07543814,
      author    = {Lucas Bondan and Carlos Raniery Paula dos Santos and Lisandro Zambenedetti Granville},
      title     = {{Comparing Virtualization Solutions for {NFV} Deployment: A Network Management Perspective}},
      booktitle = {IEEE Symposium on Computers and Communication (ISCC)},
      year      = {2016},
      pages     = {1--6},
      address   = {Messina, Italy},
      month     = {jun},
      publisher = {{IEEE}},
      doi       = {10.1109/iscc.2016.7543814},
    }
  • M. F. Franco, R. L. dos Santos, A. Schaeffer-Filho, and L. Z. Granville, “VISION — Interactive and Selective Visualization for Management of NFV-Enabled Networks,” in IEEE International Conference on Advanced Information Networking and Applications (AINA), Crans-Montana, Switzerland, 2016, pp. 274-281.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07474100,
      author    = {Muriel Figueredo Franco and Ricardo Luis dos Santos and Alberto Schaeffer-Filho and Lisandro Zambenedetti Granville},
      title     = {{VISION -- Interactive and Selective Visualization for Management of {NFV}-Enabled Networks}},
      booktitle = {IEEE International Conference on Advanced Information Networking and Applications (AINA)},
      year      = {2016},
      pages     = {274--281},
      address   = {Crans-Montana, Switzerland},
      month     = {mar},
      publisher = {{IEEE}},
      doi       = {10.1109/aina.2016.26},
    }
  • R. J. de Martins, V. G. Schaurich, L. A. D. Knob, J. A. Wickboldt, A. S. Filho, L. Z. Granville, and M. Pias, “Performance Analysis of 6LoWPAN and CoAP for Secure Communications in Smart Homes,” in IEEE International Conference on Advanced Information Networking and Applications (AINA), Crans-Montana, Switzerland, 2016, pp. 1027-1034.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07474202,
      author    = {Rafael de Jesus Martins and Vinicius Garcez Schaurich and Luis Augusto Dias Knob and Juliano Araujo Wickboldt and Alberto Schaeffer Filho and Lisandro Zambenedetti Granville and Marcelo Pias},
      title     = {{Performance Analysis of 6LoWPAN and {CoAP} for Secure Communications in Smart Homes}},
      booktitle = {IEEE International Conference on Advanced Information Networking and Applications (AINA)},
      year      = {2016},
      pages     = {1027--1034},
      address   = {Crans-Montana, Switzerland},
      month     = {mar},
      publisher = {{IEEE}},
      doi       = {10.1109/aina.2016.82},
    }
  • L. Bondan, M. A. Marotta, L. R. Faganello, J. Rochol, and L. Z. Granville, “ChiMaS: A Spectrum Sensing-based Channels Classification System for Cognitive Radio Networks,” in IEEE Wireless Communications and Networking Conference (WCNC), Doha, Qatar, 2016, pp. 1-7.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07564911,
      author    = {Lucas Bondan and Marcelo Antonio Marotta and Leonardo Roveda Faganello and Juergen Rochol and Lisandro Zambenedetti Granville},
      title     = {{ChiMaS: A Spectrum Sensing-based Channels Classification System for Cognitive Radio Networks}},
      booktitle = {IEEE Wireless Communications and Networking Conference (WCNC)},
      year      = {2016},
      pages     = {1--7},
      address   = {Doha, Qatar},
      month     = {apr},
      publisher = {{IEEE}},
      doi       = {10.1109/wcnc.2016.7564911},
    }
  • E. M. Salvador, D. F. Macedo, J. M. Nogueira, V. D. D. Almeida, and L. Z. Granville, “Hierarchy-Based Monitoring of Vehicular Delay-Tolerant Networks,” in IEEE Annual Consumer Communications & Networking Conference (CCNC), Las Vegas, USA, 2016, pp. 1-6.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07444821,
      author    = {Ewerton M. Salvador and Daniel F. Macedo and Jose Marcos Nogueira and Virgil Del Duca Almeida and Lisandro Zambenedetti Granville},
      title     = {{Hierarchy-Based Monitoring of Vehicular Delay-Tolerant Networks}},
      booktitle = {IEEE Annual Consumer Communications {\&} Networking Conference (CCNC)},
      year      = {2016},
      pages     = {1--6},
      address   = {Las Vegas, USA},
      month     = {jan},
      publisher = {{IEEE}},
      doi       = {10.1109/ccnc.2016.7444821},
    }
  • R. V. Bisol, A. S. da Silva, C. C. Machado, L. Z. Granville, and A. E. Schaeffer-Filho, “Coleta e Análise de Características de Fluxo para Classificação de Tráfego em Redes Definidas por Software,” in SBC Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuidos (SBRC), Salvador, Brazil, 2016, pp. 1-14.
    [PDF] [Bibtex]
    @InProceedings{152271,
      author    = {Rodolfo Vebber Bisol and Anderson Santos da Silva and Cristian Cleder Machado and Lisandro Zambenedetti Granville and Alberto Egon Schaeffer-Filho},
      title     = {{Coleta e Análise de Características de Fluxo para Classificação de Tráfego em Redes Definidas por Software}},
      booktitle = {SBC Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuidos (SBRC)},
      year      = {2016},
      volume    = {34},
      pages     = {1--14},
      address   = {Salvador, Brazil},
      month     = jul,
      publisher = {{SBC}},
      issn      = {2177-9384},
      journal   = {SBC Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos (SBRC)},
    }
  • A. Ordónez, V. Alcazar, O. M. C. Rendon, P. Falcarin, J. C. Corrales, and L. Z. Granville, “Towards automated composition of convergent services: A survey,” Computer Communications, vol. 69, pp. 1-21, 2015.
    [PDF] [DOI] [Bibtex]
    @Article{ordonez2015,
      author    = {Armando Ord{\'{o}}nez and Vidal Alcazar and Oscar Mauricio Caicedo Rendon and Paolo Falcarin and Juan C. Corrales and Lisandro Zambenedetti Granville},
      title     = {{Towards automated composition of convergent services: A survey}},
      journal   = {Computer Communications},
      year      = {2015},
      volume    = {69},
      pages     = {1--21},
      month     = {sep},
      issn      = {0140-3664},
      doi       = {10.1016/j.comcom.2015.07.025},
      publisher = {Elsevier {BV}},
    }
  • V. T. Guimaraes, C. M. D. S. Freitas, R. Sadre, L. M. R. Tarouco, and L. Z. Granville, “A Survey on Information Visualization for Network and Service Management,” IEEE Communications Surveys & Tutorials, vol. 18, iss. 1, pp. 285-323, 2016.
    [PDF] [DOI] [Bibtex]
    @Article{07166305,
      author    = {Vinicius Tavares Guimaraes and Carla Maria Dal Sasso Freitas and Ramin Sadre and Liane Margarida Rockenbach Tarouco and Lisandro Zambenedetti Granville},
      title     = {{A Survey on Information Visualization for Network and Service Management}},
      journal   = {{IEEE Communications Surveys \& Tutorials}},
      year      = {2016},
      volume    = {18},
      number    = {1},
      pages     = {285--323},
      issn      = {1553-877X},
      doi       = {10.1109/comst.2015.2450538},
      publisher = {Institute of Electrical and Electronics Engineers ({IEEE})},
    }
  • M. A. Marotta, N. Kaminski, I. Gomez-Miguelez, L. Z. Granville, J. Rochol, L. DaSilva, and C. B. Both, “Resource Sharing in Heterogeneous Cloud Radio Access Networks,” IEEE Wireless Communications, vol. 22, iss. 3, pp. 74-82, 2015.
    [PDF] [DOI] [Bibtex]
    @Article{07143329,
      author    = {Marcelo Antonio Marotta and Nicholas Kaminski and Ismael Gomez-Miguelez and Lisandro Zambenedetti Granville and Juergen Rochol and Luiz DaSilva and Cristiano Bonato Both},
      title     = {{Resource Sharing in Heterogeneous Cloud Radio Access Networks}},
      journal   = {{IEEE Wireless Communications}},
      year      = {2015},
      volume    = {22},
      number    = {3},
      pages     = {74--82},
      month     = {jun},
      issn      = {1389-1286},
      doi       = {10.1109/mwc.2015.7143329},
      publisher = {Institute of Electrical and Electronics Engineers ({IEEE})},
    }
  • J. Wickboldt, W. D. Jesus, P. Isolani, C. Both, J. Rochol, and L. Z. Granville, “Software-Defined Networking: Management Requirements and Challenges,” IEEE Communications Magazine, vol. 53, iss. 1, pp. 278-285, 2015.
    [PDF] [DOI] [Bibtex]
    @Article{07010546,
      author    = {Juliano Wickboldt and Wanderson De Jesus and Pedro Isolani and Cristiano Both and Juergen Rochol and Lisandro Zambenedetti Granville},
      title     = {{Software-Defined Networking: Management Requirements and Challenges}},
      journal   = {{IEEE Communications Magazine}},
      year      = {2015},
      volume    = {53},
      number    = {1},
      pages     = {278--285},
      month     = {jan},
      issn      = {0163-6804},
      doi       = {10.1109/mcom.2015.7010546},
      publisher = {Institute of Electrical and Electronics Engineers ({IEEE})},
    }
  • L. Z. Granville, R. P. Esteves, and J. A. Wickboldt, “Virtualization in the Cloud,” in Cloud Services, Networking, and Management, John Wiley & Sons, Inc, 2015, pp. 23-47.
    [DOI] [Bibtex]
    @InCollection{Granville2015,
      author    = {Lisandro Zambenedetti Granville and Rafael Pereira Esteves and Juliano Araujo Wickboldt},
      title     = {{Virtualization in the Cloud}},
      booktitle = {{Cloud Services, Networking, and Management}},
      publisher = {John Wiley {\&} Sons, Inc},
      year      = {2015},
      pages     = {23--47},
      month     = {apr},
      isbn      = {978-1-118-84594-3},
      doi       = {10.1002/9781119042655.ch2},
    }
  • P. H. Isolani, J. A. Wickboldt, C. B. Both, J. Rochol, and L. Z. Granville, “Interactive Monitoring, Visualization, and Configuration of OpenFlow-Based SDN,” in IFIP/IEEE International Symposium on Integrated Network Management (IM), Ottawa, Canada, 2015, pp. 207-215.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07140294,
      author    = {Pedro Heleno Isolani and Juliano Araujo Wickboldt and Cristiano Bonato Both and Juergen Rochol and Lisandro Zambenedetti Granville},
      title     = {{Interactive Monitoring, Visualization, and Configuration of OpenFlow-Based SDN}},
      booktitle = {{IFIP/IEEE International Symposium on Integrated Network Management (IM)}},
      year      = {2015},
      pages     = {207--215},
      address   = {Ottawa, Canada},
      month     = {may},
      publisher = {{IEEE}},
      doi       = {10.1109/inm.2015.7140294},
    }
  • P. R. P. F. da Santos, R. P. Esteves, and L. Z. Granville, “Evaluating SNMP, NETCONF, and RESTful Web Services for Router Virtualization Management,” in IFIP/IEEE International Symposium on Integrated Network Management (IM), Ottawa, Canada, 2015, pp. 122-130.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07140284,
      author    = {Paulo Roberto da Paz Ferraz Santos and Rafael Pereira Esteves and Lisandro Zambenedetti Granville},
      title     = {{Evaluating {SNMP}, {NETCONF}, and {RESTful} Web Services for Router Virtualization Management}},
      booktitle = {{IFIP/IEEE International Symposium on Integrated Network Management (IM)}},
      year      = {2015},
      pages     = {122--130},
      address   = {Ottawa, Canada},
      month     = {may},
      publisher = {{IEEE}},
      doi       = {10.1109/inm.2015.7140284},
    }
  • J. J. Santanna, R. van Rijswijk-Deij, R. Hofstede, A. Sperotto, M. Wierbosch, L. Z. Granville, and A. Pras, “Booters – An Analysis of DDoS-as-a-Service Attacks,” in IFIP/IEEE International Symposium on Integrated Network Management (IM), Ottawa, Canada, 2015, pp. 243-251.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07140298,
      author    = {Jose Jair Santanna and Roland van Rijswijk-Deij and Rick Hofstede and Anna Sperotto and Mark Wierbosch and Lisandro Zambenedetti Granville and Aiko Pras},
      title     = {{Booters - An Analysis of DDoS-as-a-Service Attacks}},
      booktitle = {{IFIP/IEEE International Symposium on Integrated Network Management (IM)}},
      year      = {2015},
      pages     = {243--251},
      address   = {Ottawa, Canada},
      month     = {may},
      publisher = {{IEEE}},
      doi       = {10.1109/inm.2015.7140298},
    }
  • E. G. da Silva, L. A. D. Knob, J. A. Wickboldt, L. P. Gaspary, L. Z. Granville, and A. Schaeffer-Filho, “Capitalizing on SDN-Based SCADA Systems: An Anti-Eavesdropping Case-Study,” in IFIP/IEEE International Symposium on Integrated Network Management (IM), Ottawa, Canada, 2015, pp. 165-173.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07140289,
      author    = {Eduardo Germano da Silva and Luis Augusto Dias Knob and Juliano Araujo Wickboldt and Luciano Paschoal Gaspary and Lisandro Zambenedetti Granville and Alberto Schaeffer-Filho},
      title     = {{Capitalizing on {SDN}-Based {SCADA} Systems: An Anti-Eavesdropping Case-Study}},
      booktitle = {{IFIP/IEEE International Symposium on Integrated Network Management (IM)}},
      year      = {2015},
      pages     = {165--173},
      address   = {Ottawa, Canada},
      month     = {may},
      publisher = {{IEEE}},
      doi       = {10.1109/inm.2015.7140289},
    }
  • C. C. Machado, J. A. Wickboldt, L. Z. Granville, and A. Schaeffer-Filho, “Policy Authoring for Software-Defined Networking Management,” in IFIP/IEEE International Symposium on Integrated Network Management (IM), Ottawa, Canada, 2015, pp. 216-224.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07140295,
      author    = {Cristian Cleder Machado and Juliano Araujo Wickboldt and Lisandro Zambenedetti Granville and Alberto Schaeffer-Filho},
      title     = {{Policy Authoring for Software-Defined Networking Management}},
      booktitle = {{IFIP/IEEE International Symposium on Integrated Network Management (IM)}},
      year      = {2015},
      pages     = {216--224},
      address   = {Ottawa, Canada},
      month     = {may},
      publisher = {{IEEE}},
      doi       = {10.1109/inm.2015.7140295},
    }
  • R. P. Esteves and L. Z. Granville, “Application-Aware Adaptive Provisioning in Virtualized Networks,” in IFIP/IEEE International Symposium on Integrated Network Management (IM), Ottawa, Canada, 2015, pp. 1107-1113.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07140440,
      author    = {Rafael Pereira Esteves and Lisandro Zambenedetti Granville},
      title     = {{Application-Aware Adaptive Provisioning in Virtualized Networks}},
      booktitle = {{IFIP/IEEE International Symposium on Integrated Network Management (IM)}},
      year      = {2015},
      pages     = {1107--1113},
      address   = {Ottawa, Canada},
      month     = {may},
      publisher = {{IEEE}},
      doi       = {10.1109/inm.2015.7140440},
    }
  • P. H. Isolani, J. A. Wickboldt, C. B. Both, J. Rochol, and L. Z. Granville, “SDN Interactive Manager: An OpenFlow-Based SDN Manager,” in IFIP/IEEE International Symposium on Integrated Network Management (IM), Ottawa, Canada, 2015, pp. 1157-1158.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07140457,
      author    = {Pedro Heleno Isolani and Juliano Araujo Wickboldt and Cristiano Bonato Both and Juergen Rochol and Lisandro Zambenedetti Granville},
      title     = {{SDN Interactive Manager: An OpenFlow-Based SDN Manager}},
      booktitle = {{IFIP/IEEE International Symposium on Integrated Network Management (IM)}},
      year      = {2015},
      pages     = {1157--1158},
      address   = {Ottawa, Canada},
      month     = {may},
      publisher = {{IEEE}},
      doi       = {10.1109/inm.2015.7140457},
    }
  • G. L. dos Santos, V. T. Guimaraes, G. C. da Rodrigues, L. Z. Granville, and L. M. R. Tarouco, “A DTLS-based Security Architecture for the Internet of Things,” in IEEE Symposium on Computers and Communication (ISCC), Larnaca, Cyprus, 2015, pp. 809-815.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07405613,
      author    = {Giederson Lessa dos Santos and Vinicius Tavares Guimaraes and Guilherme da Cunha Rodrigues and Lisandro Zambenedetti Granville and Liane Margarida Rockenbach Tarouco},
      title     = {{A DTLS-based Security Architecture for the Internet of Things}},
      booktitle = {{IEEE Symposium on Computers and Communication (ISCC)}},
      year      = {2015},
      pages     = {809--815},
      address   = {Larnaca, Cyprus},
      month     = {jul},
      publisher = {{IEEE}},
      doi       = {10.1109/iscc.2015.7405613},
    }
  • G. C. da Rodrigues, R. N. Calheiros, M. B. de Carvalho, C. R. P. dos Santos, L. Z. Granville, L. Tarouco, and R. Buyya, “The Interplay Between Timeliness and Scalability in Cloud Monitoring Systems,” in IEEE Symposium on Computers and Communication (ISCC), Larnaca, Cyprus, 2015, pp. 776-781.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07405608,
      author    = {Guilherme da Cunha Rodrigues and Rodrigo N. Calheiros and Marcio Barbosa de Carvalho and Carlos Raniery Paula dos Santos and Lisandro Zambenedetti Granville and Liane Tarouco and Rajkumar Buyya},
      title     = {{The Interplay Between Timeliness and Scalability in Cloud Monitoring Systems}},
      booktitle = {{IEEE Symposium on Computers and Communication (ISCC)}},
      year      = {2015},
      pages     = {776--781},
      address   = {Larnaca, Cyprus},
      month     = {jul},
      publisher = {{IEEE}},
      doi       = {10.1109/iscc.2015.7405608},
    }
  • C. C. Machado, J. A. Wickboldt, L. Z. Granville, and A. Schaeffer-Filho, “An EC-Based Formalism for Policy Refinement in Software-Defined Networking,” in IEEE Symposium on Computers and Communication (ISCC), Larnaca, Cyprus, 2015, pp. 496-501.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07405563,
      author    = {Cristian Cleder Machado and Juliano Araujo Wickboldt and Lisandro Zambenedetti Granville and Alberto Schaeffer-Filho},
      title     = {{An EC-Based Formalism for Policy Refinement in Software-Defined Networking}},
      booktitle = {{IEEE Symposium on Computers and Communication (ISCC)}},
      year      = {2015},
      pages     = {496--501},
      address   = {Larnaca, Cyprus},
      month     = {jul},
      publisher = {{IEEE}},
      doi       = {10.1109/iscc.2015.7405563},
    }
  • R. L. dos Santos, O. M. C. Rendon, J. A. Wickboldt, and L. Z. Granville, “App2net: A Platform to Transfer and Configure Applications on Programmable Virtual Networks,” in IEEE Symposium on Computers and Communication (ISCC), Larnaca, Cyprus, 2015, pp. 315-322.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07405534,
      author    = {Ricardo Luis dos Santos and Oscar Mauricio Caicedo Rendon and Juliano Araujo Wickboldt and Lisandro Zambenedetti Granville},
      title     = {{App2net: A Platform to Transfer and Configure Applications on Programmable Virtual Networks}},
      booktitle = {{IEEE Symposium on Computers and Communication (ISCC)}},
      year      = {2015},
      pages     = {315--322},
      address   = {Larnaca, Cyprus},
      month     = {jul},
      publisher = {{IEEE}},
      doi       = {10.1109/iscc.2015.7405534},
    }
  • M. Kist, L. R. Faganello, L. Bondan, M. A. Marotta, L. Z. Granville, J. Rochol, and C. B. Both, “Adaptive Threshold Architecture for Spectrum Sensing in Public Safety Radio Channels,” in IEEE Wireless Communications and Networking Conference (WCNC), New Orleans, USA, 2015, pp. 287-292.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07127484,
      author    = {Maicon Kist and Leonardo Roveda Faganello and Lucas Bondan and Marcelo Antonio Marotta and Lisandro Zambenedetti Granville and Juergen Rochol and Cristiano Bonato Both},
      title     = {{Adaptive Threshold Architecture for Spectrum Sensing in Public Safety Radio Channels}},
      booktitle = {{IEEE Wireless Communications and Networking Conference (WCNC)}},
      year      = {2015},
      pages     = {287--292},
      address   = {New Orleans, USA},
      month     = {mar},
      publisher = {{IEEE}},
      doi       = {10.1109/wcnc.2015.7127484},
    }
  • L. M. R. Arbiza, L. M. Bertholdo, C. R. P. dos Santos, L. Z. Granville, and L. M. R. Tarouco, “Refactoring Internet of Things Middleware Through Software-Defined Network,” in ACM Symposium on Applied Computing (SAC), Salamanca, Spain, 2015, pp. 640-645.
    [PDF] [DOI] [Bibtex]
    @InProceedings{p640-arbiza,
      author    = {Lucas M. R. Arbiza and Leandro M. Bertholdo and Carlos Raniery P. dos Santos and Lisandro Z. Granville and Liane M. R. Tarouco},
      title     = {{Refactoring Internet of Things Middleware Through Software-Defined Network}},
      booktitle = {{ACM Symposium on Applied Computing (SAC)}},
      year      = {2015},
      pages     = {640--645},
      address   = {Salamanca, Spain},
      publisher = {{ACM} Press},
      doi       = {10.1145/2695664.2695861},
    }
  • A. S. da Silva, C. C. Machado, R. V. Bisol, L. Z. Granville, and A. Schaeffer-Filho, “Identification and Selection of Flow Features for Accurate Traffic Classification in SDN,” in IEEE International Symposium on Network Computing and Applications (NCA), Cambridge, USA, 2015, pp. 134-141.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07371715,
      author    = {Anderson Santos da Silva and Cristian Cleder Machado and Rodolfo Vebber Bisol and Lisandro Zambenedetti Granville and Alberto Schaeffer-Filho},
      title     = {{Identification and Selection of Flow Features for Accurate Traffic Classification in SDN}},
      booktitle = {{IEEE International Symposium on Network Computing and Applications (NCA)}},
      year      = {2015},
      pages     = {134--141},
      address   = {Cambridge, USA},
      month     = {sep},
      publisher = {{IEEE}},
      doi       = {10.1109/nca.2015.12},
    }
  • M. Barrére, G. Betarte, V. Codocedo, M. Rodr’iguez, H. Astudillo, M. Aliquintuy, J. Baliosian, R. Badonnel, O. Festor, C. R. P. Dos Santos, J. C. Nobre, L. Z. Granville, and A. Napoli, “Machine-assisted Cyber Threat Analysis Using Conceptual Knowledge Discovery,” in International Conference on What Can FCA Do for Artificial Intelligence (FCA4AI), Buenos Aires, Argentina, 2015, pp. 75-86.
    [PDF] [URL] [Bibtex]
    @InProceedings{paper8,
      author    = {Barr{\'e}re, Mart\'{\i}n and Betarte, Gustavo and Codocedo, Victor and Rodr\'{\i}guez, Marcelo and Astudillo, Hern\'{a}n and Aliquintuy, Marcelo and Baliosian, Javier and Badonnel, R{\'e}mi and Festor, Olivier and Dos Santos, Carlos Raniery Paula and Nobre, J{\'e}ferson Campos and Granville, Lisandro Zambenedetti and Napoli, Amedeo},
      title     = {{Machine-assisted Cyber Threat Analysis Using Conceptual Knowledge Discovery}},
      booktitle = {{International Conference on What Can FCA Do for Artificial Intelligence (FCA4AI)}},
      year      = {2015},
      series    = {FCA4AI'15},
      pages     = {75--86},
      address   = {Buenos Aires, Argentina},
      publisher = {CEUR-WS.org},
      acmid     = {2907121},
      location  = {Buenos Aires, Argentina},
      numpages  = {12},
      url       = {http://dl.acm.org/citation.cfm?id=2907112.2907121},
    }
  • A. Ordonez, J. D. Ramirez, P. Falcarin, O. M. Caicedo, and L. Z. Granville, “An Architecture for Self-Reconfiguration of Convergent Telecom Processes,” in IEEE/ACM International Workshop on Principles of Engineering Service-Oriented and Cloud Systems (PESE), Florence, Italy, 2015, pp. 3-9.
    [PDF] [DOI] [Bibtex]
    @InProceedings{07172842,
      author    = {Armando Ordonez and Jesus David Ramirez and Paolo Falcarin and Oscar Mauricio Caicedo and Lisandro Zambenedetti Granville},
      title     = {{An Architecture for Self-Reconfiguration of Convergent Telecom Processes}},
      booktitle = {{IEEE/ACM International Workshop on Principles of Engineering Service-Oriented and Cloud Systems (PESE)}},
      year      = {2015},
      pages     = {3--9},
      address   = {Florence, Italy},
      month     = {may},
      publisher = {{IEEE}},
      doi       = {10.1109/pesos.2015.9},
    }
  • L. M. R. Arbiza, L. M. R. Tarouco, L. M. Bertholdo, and L. Z. Granville, “SDN-Based Service Delivery in Smart Environments,” in International Symposium on Intelligent Distributed Computing (IDC), Guimarães, Portugal, 2015, pp. 475-484.
    [PDF] [DOI] [Bibtex]
    @InProceedings{arbiza2016,
      author    = {Lucas Mendes Ribeiro Arbiza and Liane Margarida Rockenbach Tarouco and Leandro M{\'{a}}rcio Bertholdo and Lisandro Zambenedetti Granville},
      title     = {{SDN-Based Service Delivery in Smart Environments}},
      booktitle = {{International Symposium on Intelligent Distributed Computing (IDC)}},
      year      = {2015},
      pages     = {475--484},
      address   = {Guimarães, Portugal},
      month     = {oct},
      publisher = {Springer International Publishing},
      doi       = {10.1007/978-3-319-25017-5_45},
    }
  • C. B. Both, L. Z. Granville, J. Rochol, M. A. Marotta, M. Schimuneck, M. Stanton, A. Marins, and R. Valle, “CoLisEU – A Management System Based on Quality of Service and Quality of Experience for Wireless Networks,” in TERENA Networking Conference (TNC), Porto, Portugal, 2015, pp. 1-5.
    [PDF] [URL] [Bibtex]
    @InProceedings{coliseu2015,
      author    = {Cristiano Bonato Both and Lisandro Zambenedetti Granville and Juergen Rochol and Marcelo Antônio Marotta and Matias Schimuneck and Michael Stanton and André Marins and Rafael Valle},
      title     = {{CoLisEU – A Management System Based on Quality of Service and Quality of Experience for Wireless Networks}},
      booktitle = {{TERENA Networking Conference (TNC)}},
      year      = {2015},
      pages     = {1--5},
      address   = {Porto, Portugal},
      month     = jun,
      url       = {https://tnc15.terena.org/getfile/2046},
    }
  • G. Venâncio, V. F. Garcia, L. C. Marcuzzo, T. N. Tavares, M. F. Franco, L. Bondan, A. E. Schaeffer-Filho, C. R. P. dos Santos, L. Z. Granville, and E. P. Duarte, “Beyond VNFM: Filling the gaps of the ETSI VNF manager to fully support VNF life cycle operations,” International Journal of Network Management, p. e2068, 2019.
    [PDF] [DOI] [Bibtex]
    @Article{venancio2019,
      author    = {Giovanni Ven{\^{a}}ncio and Vin{\'{\i}}cius Fulber Garcia and Leonardo Cruz Marcuzzo and Thales Nicolai Tavares and Muriel Figueredo Franco and Lucas Bondan and Alberto Egon Schaeffer-Filho and Carlos Raniery Paula dos Santos and Lisandro Zambenedetti Granville and Elias P. Duarte},
      title     = {{Beyond VNFM: Filling the gaps of the {ETSI} {VNF} manager to fully support {VNF} life cycle operations}},
      journal   = {International Journal of Network Management},
      year      = {2019},
      pages     = {e2068},
      month     = {apr},
      doi       = {10.1002/nem.2068},
      publisher = {Wiley},
    }
  • R. Xavier, L. Z. Granville, F. D. Turck, and B. Volckaert, “Efficient allocation of elastic interfederation encrypted streaming sessions,” International Journal of Network Management, vol. 29, iss. 4, 2019.
    [PDF] [DOI] [Bibtex]
    @Article{xavier2019,
      author    = {Rafael Xavier and Lisandro Zambenedetti Granville and Filip De Turck and Bruno Volckaert},
      title     = {Efficient allocation of elastic interfederation encrypted streaming sessions},
      journal   = {International Journal of Network Management},
      year      = {2019},
      volume    = {29},
      number    = {4},
      month     = {jul},
      doi       = {10.1002/nem.2079},
      publisher = {Wiley},
    }
  • R. J. Pfitscher, A. S. Jacobs, L. Zembruzki, R. L. dos Santos, E. J. Scheid, M. F. Franco, A. Schaeffer-Filho, and L. Z. Granville, “Guiltiness: A practical approach for quantifying virtual network functions performance,” Computer Networks, vol. 161, pp. 14-31, 2019.
    [PDF] [DOI] [Bibtex]
    @Article{pfitscher2019,
      author    = {Ricardo Jos{\'{e}} Pfitscher and Arthur Selle Jacobs and Luciano Zembruzki and Ricardo Luis dos Santos and Eder John Scheid and Muriel Figueredo Franco and Alberto Schaeffer-Filho and Lisandro Zambenedetti Granville},
      title     = {{Guiltiness: A practical approach for quantifying virtual network functions performance}},
      journal   = {Computer Networks},
      year      = {2019},
      volume    = {161},
      pages     = {14--31},
      month     = {oct},
      doi       = {10.1016/j.comnet.2019.06.001},
      publisher = {Elsevier {BV}},
    }
  • P. H. Isolani, N. Cardona, C. Donato, J. Marquez-Barja, L. Z. Granville, and S. Latre, “SDN-based Slice Orchestration and MAC Management for QoS delivery in IEEE 802.11 Networks,” in 2019 Sixth International Conference on Software Defined Systems (SDS), 2019.
    [PDF] [DOI] [Bibtex]
    @InProceedings{08768642,
      author    = {Pedro Heleno Isolani and Nelson Cardona and Carlos Donato and Johann Marquez-Barja and Lisandro Zambenedetti Granville and Steven Latre},
      title     = {{SDN-based Slice Orchestration and {MAC} Management for {QoS} delivery in {IEEE} 802.11 Networks}},
      booktitle = {2019 Sixth International Conference on Software Defined Systems ({SDS})},
      year      = {2019},
      month     = {jun},
      publisher = {{IEEE}},
      doi       = {10.1109/sds.2019.8768642},
    }
  • V. A. Cunha, E. da Silva, M. B. de Carvalho, D. Corujo, J. P. Barraca, D. Gomes, L. Z. Granville, and R. L. Aguiar, “Network Slicing Security: Challenges and Directions,” Internet Technology Letters, 2019.
    [PDF] [DOI] [Bibtex]
    @Article{cunha2019,
      author    = {Vitor A. Cunha and Eduardo da Silva and Marcio B. de Carvalho and Daniel Corujo and Joao P. Barraca and Diogo Gomes and Lisandro Z. Granville and Rui L. Aguiar},
      title     = {{Network Slicing Security: Challenges and Directions}},
      journal   = {Internet Technology Letters},
      year      = {2019},
      month     = {jul},
      doi       = {10.1002/itl2.125},
      publisher = {Wiley},
    }
  • I. P. Possebon, A. S. Silva, L. Z. Granville, A. Schaeffer-Filho, and A. Marnerides, “Improved Network Traffic Classification Using Ensemble Learning,” in IEEE Symposium on Computers and Communications (ISCC), Barcelona, Spain, 2019, pp. 1-6.
    [PDF] [DOI] [Bibtex]
    @InProceedings{08969637,
      author    = {Isadora P. Possebon and Anderson S. Silva and Lisandro Zambenedetti Granville and Alberto Schaeffer-Filho and Angelos Marnerides},
      booktitle = {IEEE Symposium on Computers and Communications (ISCC)},
      title     = {{Improved Network Traffic Classification Using Ensemble Learning}},
      year      = {2019},
      address   = {Barcelona, Spain},
      month     = jun,
      pages     = {1--6},
      publisher = {{IEEE}},
      doi       = {10.1109/iscc47284.2019.8969637},
    }
  • A. Jindal, A. Schaeffer-Filho, A. K. Marnerides, P. Smith, A. Mauthe, and L. Granville, “Tackling Energy Theft in Smart Grids through Data-driven Analysis,” in International Conference on Computing, Networking and Communications (ICNC), Big Island, USA, 2020, pp. 410-414.
    [PDF] [DOI] [Bibtex]
    @InProceedings{Jindal2020,
      author    = {Anish Jindal and Alberto Schaeffer-Filho and Angelos K. Marnerides and Paul Smith and Andreas Mauthe and Lisandro Granville},
      booktitle = {International Conference on Computing, Networking and Communications (ICNC)},
      title     = {{Tackling Energy Theft in Smart Grids through Data-driven Analysis}},
      year      = {2020},
      address   = {Big Island, USA},
      month     = feb,
      pages     = {410--414},
      publisher = {{IEEE}},
      doi       = {10.1109/icnc47757.2020.9049793},
    }
  • A. G. Dalla-Costa, L. Bondan, J. A. Wickboldt, C. B. Both, and L. Z. Granville, “Orchestra: A Customizable Split-Aware NFV Orchestrator for Dynamic Cloud Radio Access Networks,” IEEE Journal on Selected Areas in Communications (JSAC), vol. 38, iss. 6, pp. 1014-1024, 2020.
    [PDF] [DOI] [Bibtex]
    @Article{dallacosta2020,
      author    = {Ariel Galante Dalla-Costa and Lucas Bondan and Juliano Araujo Wickboldt and Cristiano Bonato Both and Lisandro Zambenedetti Granville},
      journal   = {IEEE Journal on Selected Areas in Communications (JSAC)},
      title     = {{Orchestra: A Customizable Split-Aware NFV Orchestrator for Dynamic Cloud Radio Access Networks}},
      year      = {2020},
      month     = jun,
      number    = {6},
      pages     = {1014--1024},
      volume    = {38},
      doi       = {10.1109/jsac.2020.2986689},
      publisher = {Institute of Electrical and Electronics Engineers ({IEEE})},
    }
  • R. J. de Martins, C. B. Both, J. A. Wickboldt, and L. Z. Granville, “Virtual Network Functions Migration Cost: from Identification to Prediction,” Computer Networks (COMNET), vol. 181, p. 107429, 2020.
    [PDF] [DOI] [Bibtex]
    @Article{jesusmartins2020,
      author    = {Rafael de Jesus Martins and Cristiano Bonato Both and Juliano Ara{\'{u}}jo Wickboldt and Lisandro Zambenedetti Granville},
      journal   = {Computer Networks (COMNET)},
      title     = {{Virtual Network Functions Migration Cost: from Identification to Prediction}},
      year      = {2020},
      month     = {nov},
      pages     = {107429},
      volume    = {181},
      doi       = {10.1016/j.comnet.2020.107429},
      publisher = {Elsevier {BV}},
    }
  • L. Zembruzki, A. S. Jacobs, G. S. Landtreter, L. Z. Granville, and G. C. M. Moura, “dnstracker: Measuring Centralization of DNS Infrastructure in the Wild,” in Advanced Information Networking and Applications (AINA), Caserta, Italy, 2020, pp. 871-882.
    [DOI] [Bibtex]
    @InProceedings{,
      author    = {Luciano Zembruzki and Arthur Selle Jacobs and Gustavo Spier Landtreter and Lisandro Zambenedetti Granville and Giovane C. M. Moura},
      booktitle = {Advanced Information Networking and Applications (AINA)},
      title     = {{dnstracker: Measuring Centralization of DNS Infrastructure in the Wild}},
      year      = {2020},
      address   = {Caserta, Italy},
      month     = apr,
      pages     = {871--882},
      publisher = {Springer International Publishing},
      volume    = {1151},
      doi       = {10.1007/978-3-030-44041-1_76},
    }
  • M. B. de Carvalho, V. A. Cunha, E. da Silva, D. Corujo, J. P. Barraca, R. L. Aguiar, and L. Z. Granville, “Quantifying the Influence of Regulatory Instructions over the Detection of Network Neutrality Violations,” in IFIP Networking Conference (Networking, Paris, France, 2020, pp. 334-342.
    [PDF] [Bibtex]
    @InProceedings{marcioifip2020,
      author    = {Marcio B. de Carvalho and Vitor A. Cunha and Eduardo da Silva and Daniel Corujo and Joao P. Barraca and Rui L. Aguiar and Lisandro Zambenedetti Granville},
      booktitle = {IFIP Networking Conference (Networking},
      title     = {{Quantifying the Influence of Regulatory Instructions over the Detection of Network Neutrality Violations}},
      year      = {2020},
      address   = {Paris, France},
      month     = jun,
      pages     = {334--342},
      publisher = {IEEE},
      isbn      = {9781728167107},
    }
  • V. A. Cunha, E. da Silva, M. B. de Carvalho, D. Corujo, J. P. Barraca, D. Gomes, A. E. Schaeffer-Filho, C. R. P. dos Santos, L. Z. Granville, and R. L. Aguiar, “A Network Service for Preventing Data Leakage from IoT Cloud-assisted Equipment,” in 2019 IEEE Symposium on Computers and Communications (ISCC), Barcelona, Spain,, 2019, pp. 1-7.
    [PDF] [DOI] [Bibtex]
    @InProceedings{cunha20192,
      author    = {Vitor A. Cunha and Eduardo da Silva and Marcio B. de Carvalho and Daniel Corujo and Joao P. Barraca and Diogo Gomes and Alberto E. Schaeffer-Filho and Carlos R. P. dos Santos and Lisandro Z. Granville and Rui L. Aguiar},
      booktitle = {2019 {IEEE} Symposium on Computers and Communications (ISCC)},
      title     = {{A Network Service for Preventing Data Leakage from IoT Cloud-assisted Equipment}},
      year      = {2019},
      address   = {Barcelona, Spain,},
      month     = jun,
      pages     = {1--7},
      publisher = {{IEEE}},
      doi       = {10.1109/iscc47284.2019.8969719},
    }
  • M. F. Franco, E. J. Scheid, L. Z. Granville, and B. Stiller, “BRAIN: Blockchain-based Reverse Auction for Infrastructure Supply in Virtual Network Functions-as-a -Service,” in IFIP Networking Conference (NETWORKING), Warsaw, Poland, 2019, pp. 1-9.
    [PDF] [DOI] [Bibtex]
    @InProceedings{franco2019,
      author    = {Muriel Figueredo Franco and Eder John Scheid and Lisandro Zambenedetti Granville and Burkhard Stiller},
      booktitle = {IFIP Networking Conference (NETWORKING)},
      title     = {{BRAIN: Blockchain-based Reverse Auction for Infrastructure Supply in Virtual Network Functions-as-a -Service}},
      year      = {2019},
      address   = {Warsaw, Poland},
      month     = may,
      pages     = {1--9},
      publisher = {{IEEE}},
      doi       = {10.23919/ifipnetworking.2019.8816843},
    }
  • E. F. Castillo, O. M. C. Rendon, A. Ordonez, and L. Z. Granville, “IPro: An approach for intelligent SDN monitoring,” Computer Networks (COMNET), vol. 170, p. 107108, 2020.
    [PDF] [DOI] [Bibtex]
    @Article{castillo2020,
      author    = {Edwin Ferney Castillo and Oscar Mauricio Caicedo Rendon and Armando Ordonez and Lisandro Zambenedetti Granville},
      journal   = {Computer Networks (COMNET)},
      title     = {{IPro: An approach for intelligent {SDN} monitoring}},
      year      = {2020},
      month     = {apr},
      pages     = {107108},
      volume    = {170},
      doi       = {10.1016/j.comnet.2020.107108},
      publisher = {Elsevier {BV}},
    }
  • V. F. Garcia, L. C. da Marcuzzo, A. Huff, L. Bondan, J. C. Nobre, A. Schaeffer-Filho, C. R. P. dos Santos, L. Z. Granville, and E. P. Duarte, “On the Design of a Flexible Architecture for Virtualized Network Function Platforms,” in IEEE Global Communications Conference (GLOBECOM), Waikoloa, HI, USA, 2019, pp. 1-6.
    [PDF] [DOI] [Bibtex]
    @InProceedings{garcia2019a,
      author    = {Vinicius Fulber Garcia and Leonardo da C. Marcuzzo and Alexandre Huff and Lucas Bondan and Jeferson C. Nobre and Alberto Schaeffer-Filho and Carlos R. P. dos Santos and Lisandro Z. Granville and Elias P. Duarte},
      booktitle = {IEEE Global Communications Conference (GLOBECOM)},
      title     = {{On the Design of a Flexible Architecture for Virtualized Network Function Platforms}},
      year      = {2019},
      address   = {Waikoloa, HI, USA},
      month     = dec,
      pages     = {1--6},
      publisher = {{IEEE}},
      doi       = {10.1109/globecom38437.2019.9013111},
    }
  • M. F. Franco, M. J. J. Bucher, E. J. Scheid, L. Z. Granville, and B. Stiller, “GENEVIZ: A Visual Tool for the Construction and Blockchain-Based Validation of SFC Packages,” in Economics of Grids, Clouds, Systems, and Services (GECON), 2019, pp. 15-28.
    [DOI] [Bibtex]
    @InProceedings{franco2019b,
      author    = {Muriel F. Franco and Martin J. J. Bucher and Eder J. Scheid and Lisandro Zambenedetti Granville and Burkhard Stiller},
      booktitle = {Economics of Grids, Clouds, Systems, and Services (GECON)},
      title     = {{GENEVIZ: A Visual Tool for the Construction and Blockchain-Based Validation of SFC Packages}},
      year      = {2019},
      pages     = {15--28},
      publisher = {Springer International Publishing},
      volume    = {LNCS 11819},
      doi       = {10.1007/978-3-030-36027-6_2},
    }
  • R. Xavier, L. Z. Granville, F. D. Turck, and B. Volckaert, “Preemptive Resource Provisioning for Container-Based Audio/Video Encrypted Collaboration Applications,” Journal of Network and Systems Management (JNSM), vol. 28, iss. 4, pp. 1391-1426, 2020.
    [PDF] [DOI] [Bibtex]
    @Article{xavier2020,
      author    = {Rafael Xavier and Lisandro Zambenedetti Granville and Filip De Turck and Bruno Volckaert},
      journal   = {Journal of Network and Systems Management (JNSM)},
      title     = {{Preemptive Resource Provisioning for Container-Based Audio/Video Encrypted Collaboration Applications}},
      year      = {2020},
      month     = jun,
      number    = {4},
      pages     = {1391--1426},
      volume    = {28},
      doi       = {10.1007/s10922-020-09543-y},
      publisher = {Springer Science and Business Media {LLC}},
    }
  • V. F. Garcia, G. V. de Souza, E. P. D. Jr., T. N. Tavares, L. C. da Marcuzzo, C. R. P. dos Santos, M. F. Franco, L. Bondan, L. Z. Granville, A. E. Schaeffer-Filho, and F. D. Turck, “On the design and development of emulation platforms for NFV-based infrastructures,” International Journal of Grid and Utility Computing (IJGUC), vol. 11, iss. 2, p. 230, 2020.
    [DOI] [Bibtex]
    @Article{garcia2020b,
      author    = {Vinícius Fülber Garcia and Giovanni Venâncio de Souza and Elias Procópio Duarte Jr. and Thales Nicolai Tavares and Leonardo da Cruz Marcuzzo and Carlos Raniery P. dos Santos and Muriel Figueredo Franco and Lucas Bondan and Lisandro Zambenedetti Granville and Alberto Egon Schaeffer-Filho and Filip De Turck},
      journal   = {International Journal of Grid and Utility Computing (IJGUC)},
      title     = {{On the design and development of emulation platforms for NFV-based infrastructures}},
      year      = {2020},
      number    = {2},
      pages     = {230},
      volume    = {11},
      doi       = {10.1504/ijguc.2020.10026553},
      publisher = {Inderscience Publishers},
    }
  • P. H. Isolani, N. Cardona, C. Donato, G. A. Perez, J. M. Marquez-Barja, L. Z. Granville, and S. Latre, “Airtime-Based Resource Allocation Modeling for Network Slicing in IEEE 802.11 RANs,” IEEE Communications Letters, vol. 24, iss. 5, pp. 1077-1080, 2020.
    [PDF] [DOI] [Bibtex]
    @Article{isolani2020b,
      author    = {P. H. Isolani and N. Cardona and C. Donato and G. A. Perez and J. M. Marquez-Barja and Lisandro Zambenedetti Granville and S. Latre},
      journal   = {IEEE Communications Letters},
      title     = {{Airtime-Based Resource Allocation Modeling for Network Slicing in IEEE 802.11 RANs}},
      year      = {2020},
      month     = may,
      number    = {5},
      pages     = {1077--1080},
      volume    = {24},
      doi       = {10.1109/lcomm.2020.2977906},
      publisher = {Institute of Electrical and Electronics Engineers ({IEEE})},
    }
  • G. B. Heimovski, R. C. Turchetti, J. A. Wickboldt, L. Z. Granville, and E. D. P. Jr, “FT-Aurora: A highly available IaaS cloud manager based on replication,” Computer Networks (COMNET), vol. 168, p. 107041, 2020.
    [PDF] [DOI] [Bibtex]
    @Article{heimovski2020,
      author    = {Gustavo B. Heimovski and Rog{\'{e}}rio C. Turchetti and Juliano A. Wickboldt and Lisandro Zambenedetti Granville and Elias P. Duarte Jr},
      journal   = {Computer Networks (COMNET)},
      title     = {{FT-Aurora: A highly available {IaaS} cloud manager based on replication}},
      year      = {2020},
      month     = {feb},
      pages     = {107041},
      volume    = {168},
      doi       = {10.1016/j.comnet.2019.107041},
      publisher = {Elsevier {BV}},
    }
  • M. V. B. da Silva, A. A. P. de Carvalho, A. S. Jacobs, R. J. Pfitscher, and L. Z. Granville, “Sample Selection Search to Predict Elephant Flows in IXP Programmable Networks,” in Advanced Information Networking and Applications (AINA), Caserta, Italy, 2020, pp. 357-368.
    [DOI] [Bibtex]
    @InProceedings{,
      author    = {Marcus Vinicius Brito da Silva and Andr{\'{e}} Augusto Pacheco de Carvalho and Arthur Selle Jacobs and Ricardo Jos{\'{e}} Pfitscher and Lisandro Zambenedetti Granville},
      booktitle = {Advanced Information Networking and Applications (AINA)},
      title     = {{Sample Selection Search to Predict Elephant Flows in IXP Programmable Networks}},
      year      = {2020},
      address   = {Caserta, Italy},
      month     = apr,
      pages     = {357--368},
      publisher = {Springer International Publishing},
      doi       = {10.1007/978-3-030-44041-1_33},
    }
  • R. J. de Martins, R. B. Hecht, E. R. Machado, J. C. Nobre, J. A. Wickboldt, and L. Z. Granville, “Micro-service Based Network Management for Distributed Applications,” in Advanced Information Networking and Applications (AINA), Caserta, Italy, 2020, pp. 922-933.
    [DOI] [Bibtex]
    @InProceedings{,
      author    = {Rafael de Jesus Martins and Rodolfo B. Hecht and Ederson Ribas Machado and J{\'{e}}ferson Campos Nobre and Juliano Araujo Wickboldt and Lisandro Zambenedetti Granville},
      booktitle = {Advanced Information Networking and Applications (AINA)},
      title     = {{Micro-service Based Network Management for Distributed Applications}},
      year      = {2020},
      address   = {Caserta, Italy},
      month     = apr,
      pages     = {922--933},
      publisher = {Springer International Publishing},
      doi       = {10.1007/978-3-030-44041-1_80},
    }
  • R. Parizotto, L. Castanheira, R. H. Ribeiro, L. Zembruzki, A. S. Jacobs, L. Z. Granville, and A. Schaeffer-Filho, “ShadowFS: Speeding-up Data Plane Monitoring and Telemetry using P4,” in IEE International Conference on Communications (ICC), Dublin, Ireland, 2020, pp. 1-6.
    [PDF] [DOI] [Bibtex]
    @InProceedings{parizotto2020,
      author    = {Ricardo Parizotto and Lucas Castanheira and Rafael Hengen Ribeiro and Luciano Zembruzki and Arthur Selle Jacobs and Lisandro Zambenedetti Granville and Alberto Schaeffer-Filho},
      booktitle = {IEE International Conference on Communications (ICC)},
      title     = {{ShadowFS: Speeding-up Data Plane Monitoring and Telemetry using P4}},
      year      = {2020},
      address   = {Dublin, Ireland},
      month     = jun,
      pages     = {1--6},
      publisher = {{IEEE}},
      doi       = {10.1109/icc40277.2020.9148954},
    }
  • P. H. Isolani, J. Haxhibeqiri, I. Moerman, J. Hoebeke, J. M. Marquez-Barja, L. Z. Granville, and S. Latre, “An SDN-based Framework for Slice Orchestration using In-Band Network Telemetry in IEEE 802.11,” in Demos of the IEEE Conference on Network Softwarization (NetSoft), Ghent, Belgium, 2020, pp. 344-346.
    [PDF] [DOI] [Bibtex]
    @InProceedings{isolani2020c,
      author    = {Pedro Heleno Isolani and Jetmir Haxhibeqiri and Ingrid Moerman and Jeroen Hoebeke and Johann M. Marquez-Barja and Lisandro Z. Granville and Steven Latre},
      booktitle = {Demos of the IEEE Conference on Network Softwarization (NetSoft)},
      title     = {{An SDN-based Framework for Slice Orchestration using In-Band Network Telemetry in IEEE 802.11}},
      year      = {2020},
      address   = {Ghent, Belgium},
      month     = jun,
      pages     = {344--346},
      publisher = {{IEEE}},
      doi       = {10.1109/netsoft48620.2020.9165358},
    }
  • L. M. Bertholdo, J. M. Ceron, L. Z. Granville, G. C. M. Moura, C. Hesselman, and R. van Rijswijk-Deij, “BGP Anycast Tuner: Intuitive Route Management for Anycast Services,” in Miniconference of the International Conference on Network and Service Management (CNSM), Izmir, Turkey, 2020, pp. 1-7.
    [PDF] [DOI] [Bibtex]
    @InProceedings{bertholdo2020a,
      author    = {Leandro M. Bertholdo and Joao M. Ceron and Lisandro Zambenedetti Granville and Giovane C. M. Moura and Cristian Hesselman and Roland van Rijswijk-Deij},
      booktitle = {Miniconference of the International Conference on Network and Service Management (CNSM)},
      title     = {{BGP Anycast Tuner: Intuitive Route Management for Anycast Services}},
      year      = {2020},
      address   = {Izmir, Turkey},
      month     = nov,
      pages     = {1--7},
      publisher = {{IEEE}},
      doi       = {10.23919/cnsm50824.2020.9269102},
    }
  • M. F. Franco, B. Rodrigues, E. J. Scheid, A. Jacobs, C. Killer, L. Z. Granville, and B. Stiller, “SecBot: a Business-Driven Conversational Agent for Cybersecurity Planning and Management,” in Miniconference of the International Conference on Network and Service Management (CNSM), Izmir, Turkey, 2020, pp. 1-7.
    [PDF] [DOI] [Bibtex]
    @InProceedings{franco2020c,
      author    = {Muriel Figueredo Franco and Bruno Rodrigues and Eder John Scheid and Arthur Jacobs and Christian Killer and Lisandro Zambenedetti Granville and Burkhard Stiller},
      booktitle = {Miniconference of the International Conference on Network and Service Management (CNSM)},
      title     = {{SecBot: a Business-Driven Conversational Agent for Cybersecurity Planning and Management}},
      year      = {2020},
      address   = {Izmir, Turkey},
      month     = nov,
      pages     = {1--7},
      publisher = {{IEEE}},
      doi       = {10.23919/cnsm50824.2020.9269037},
    }
  • R. J. de Martins, A. G. Dalla-Costa, J. A. Wickboldt, and L. Z. Granville, “SWEETEN: Automated Network Management Provisioning for 5G Microservices-Based Virtual Network Functions,” in International Conference on Network and Service Management (CNSM), Izmir, Turkey, 2020, pp. 1-9.
    [PDF] [DOI] [Bibtex]
    @InProceedings{jesusmartins2020c,
      author    = {Rafael de Jesus Martins and Ariel Galante Dalla-Costa and Juliano Araujo Wickboldt and Lisandro Zambenedetti Granville},
      booktitle = {International Conference on Network and Service Management (CNSM)},
      title     = {{SWEETEN: Automated Network Management Provisioning for 5G Microservices-Based Virtual Network Functions}},
      year      = {2020},
      address   = {Izmir, Turkey},
      month     = nov,
      pages     = {1--9},
      publisher = {{IEEE}},
      doi       = {10.23919/cnsm50824.2020.9269063},
    }
  • P. H. Isolani, D. J. Kulenkamp, J. M. Marquez-Barja, L. Z. Granville, S. Latré, and V. R. Syrotiuk, “Support for 5G Mission-Critical Applications in Software-Defined IEEE 802.11 Networks,” Sensors, vol. 21, iss. 3, p. 693, 2021.
    [PDF] [DOI] [Bibtex]
    @Article{isolani2021,
      author    = {Pedro H. Isolani and Daniel J. Kulenkamp and Johann M. Marquez-Barja and Lisandro Zambenedetti Granville and Steven Latr{\'{e}} and Violet R. Syrotiuk},
      journal   = {Sensors},
      title     = {{Support for 5G Mission-Critical Applications in Software-Defined {IEEE} 802.11 Networks}},
      year      = {2021},
      month     = jan,
      number    = {3},
      pages     = {693},
      volume    = {21},
      doi       = {10.3390/s21030693},
      publisher = {{MDPI} {AG}},
    }
  • P. H. Isolani, D. J. Kulenkamp, J. M. M. Barja, L. Z. Granville, S. Latré, and V. R. Syrotiuk, “Delay-aware Slicing and MAC Management using MCDA in IEEE 802.11 SD-RANs,” in IFIP/IEEE International Symposium on Integrated Network Management (IM 2021), Bordeaux, France, 2021, pp. 331-339.
    [PDF] [Bibtex]
    @InProceedings{211845,
      author    = {Pedro H. Isolani and Daniel J. Kulenkamp and Johan M. Marquez Barja and Lisandro Zambenedetti Granville and Steven Latré and Violet R. Syrotiuk},
      booktitle = {IFIP/IEEE International Symposium on Integrated Network Management (IM 2021)},
      title     = {{Delay-aware Slicing and MAC Management using MCDA in IEEE 802.11 SD-RANs}},
      year      = {2021},
      address   = {Bordeaux, France},
      month     = may,
      pages     = {331--339},
      publisher = {{IEEE}},
    }
  • D. F. T. Pontes, M. F. Caetano, G. P. R. Filho, L. Z. Granville, and M. A. Marotta, “On the Transition of Legacy Networks to SDN – An Analysis on the Impact of Deployment Time, Number, and Location of Controllers,” in IFIP/IEEE International Symposium on Integrated Network Management (IM 2021), Bordeaux, France, 2021, pp. 367-375.
    [PDF] [Bibtex]
    @InProceedings{211972-2,
      author    = {Diogo Ferreira Thé Pontes and Marcos Fagundes Caetano and Geraldo Pereira Rocha Filho and Lisandro Zambenedetti Granville and Marcelo Antonio Marotta},
      booktitle = {IFIP/IEEE International Symposium on Integrated Network Management (IM 2021)},
      title     = {{On the Transition of Legacy Networks to SDN - An Analysis on the Impact of Deployment Time, Number, and Location of Controllers}},
      year      = {2021},
      address   = {Bordeaux, France},
      month     = may,
      pages     = {367--375},
      publisher = {{IEEE}},
    }
  • L. M. Bertholdo, J. M. Ceron, W. B. de Vries, R. O. de Schmidt, L. Z. Granville, R. van Rijswijk-Deij, and A. Pras, “TANGLED: A Cooperative Anycast Testbed,” in Experience sessions of the IFIP/IEEE International Symposium on Integrated Network Management (IM 2021), Bordeaux, France, 2021, pp. 766-771.
    [PDF] [DOI] [Bibtex]
    @InProceedings{tangled2021,
      author    = {Leandro M. Bertholdo and João M. Ceron and Wouter B. de Vries and Ricardo de Oliveira Schmidt and Lisandro Zambenedetti Granville and Roland van Rijswijk-Deij and Aiko Pras},
      booktitle = {Experience sessions of the IFIP/IEEE International Symposium on Integrated Network Management (IM 2021)},
      title     = {{TANGLED: A Cooperative Anycast Testbed}},
      year      = {2021},
      address   = {Bordeaux, France},
      month     = may,
      pages     = {766--771},
      publisher = {{IEEE}},
      doi       = {10.48550/arXiv.2008.12881},
    }
  • A. Rodriguez-Vivas, O. M. Caicedo, A. Ordóñez, J. C. Nobre, and L. Z. Granville, “NORA: An Approach for Transforming Network Management Policies into Automated Planning Problems,” Sensors, vol. 21, iss. 5, pp. 1-18, 2021.
    [PDF] [DOI] [Bibtex]
    @Article{sensors-21-01790,
      author  = {Angela Rodriguez-Vivas and Oscar Mauricio Caicedo and Armando Ordóñez and Jéferson Campos Nobre and Lisandro Zambenedetti Granville},
      journal = {Sensors},
      title   = {{NORA: An Approach for Transforming Network Management Policies into Automated Planning Problems}},
      year    = {2021},
      issn    = {1424-8220},
      number  = {5},
      pages   = {1--18},
      volume  = {21},
      doi     = {10.3390/s21051790},
    }
  • L. Bondan, T. Wauter, B. Volckaert, F. D. Turck, and L. Z. Granville, “NFV Anomaly Detection: Case Study through a Security Module,” IEEE Communications Magazine, vol. 60, iss. 2, pp. 18-24, 2022.
    [PDF] [DOI] [Bibtex]
    @Article{bondan2022,
      author    = {Lucas Bondan and Tim Wauter and Bruno Volckaert and Filip De Turck and Lisandro Zambenedetti Granville},
      journal   = {{IEEE Communications Magazine}},
      title     = {{NFV Anomaly Detection: Case Study through a Security Module}},
      year      = {2022},
      month     = {feb},
      number    = {2},
      pages     = {18--24},
      volume    = {60},
      doi       = {10.1109/mcom.001.2100408},
      publisher = {Institute of Electrical and Electronics Engineers ({IEEE})},
    }
  • V. Fulber-Garcia, A. Huff, L. C. da Marcuzzo, M. C. Luizelli, A. E. Schaeffer-Filho, L. Z. Granville, C. R. P. dos Santos, and E. D. P. Junior, “Customizable Deployment of NFV Services,” Journal of Network and Systems Management, vol. 29, iss. 3, p. 1–2710.1109/NOMS54207.2022.9789881, 2021.
    [PDF] [DOI] [Bibtex]
    @Article{garcia2021,
      author    = {Vinicius Fulber-Garcia and Alexandre Huff and Leonardo da C. Marcuzzo and Marcelo C. Luizelli and Alberto E. Schaeffer-Filho and Lisandro Zambenedetti Granville and Carlos R. P. dos Santos and Elias P. Duarte Junior},
      journal   = {Journal of Network and Systems Management},
      title     = {{Customizable Deployment of NFV Services}},
      year      = {2021},
      month     = {may},
      number    = {3},
      pages     = {1--2710.1109/NOMS54207.2022.9789881},
      volume    = {29},
      doi       = {10.1007/s10922-021-09604-w},
      publisher = {Springer Science and Business Media {LLC}},
    }
  • M. Franco, J. V. der Assen, L. Boillat, C. Killer, B. Rodrigues, E. J. Scheid, L. Z. Granville, and B. Stiller, “SecGrid: a Visual System for the Analysis and ML-based Classification of Cyberattack Traffic,” in IEEE 46th Conference on Local Computer Networks (LCN 2021), 2021, pp. 140-147.
    [PDF] [DOI] [Bibtex]
    @InProceedings{franco2021,
      author    = {Muriel Franco and Jan Von der Assen and Luc Boillat and Christian Killer and Bruno Rodrigues and Eder J. Scheid and Lisandro Zambenedetti Granville and Burkhard Stiller},
      booktitle = {{IEEE 46th Conference on Local Computer Networks (LCN 2021)}},
      title     = {{SecGrid: a Visual System for the Analysis and {ML}-based Classification of Cyberattack Traffic}},
      year      = {2021},
      month     = {oct},
      pages     = {140--147},
      publisher = {{IEEE}},
      doi       = {10.1109/lcn52139.2021.9524932},
    }
  • L. M. Bertholdo, J. Ceron, L. Z. Granville, and R. van Rijswijk-Deij, “Forecasting the Impact of IXP Outages Using Anycast,” in 5th Network Traffic Measurement and Analysis Conference (TMA 2021), 2021, pp. 1-8.
    [PDF] [Bibtex]
    @InProceedings{bertholdo2021,
      author    = {Leandro Máhttps://doi.org/10.1007/978-3-030-86970-0_14rcio Bertholdo and João Ceron and Lisandro Zambenedetti Granville and Roland van Rijswijk-Deij},
      booktitle = {{5th Network Traffic Measurement and Analysis Conference (TMA 2021)}},
      title     = {{Forecasting the Impact of IXP Outages Using Anycast}},
      year      = {2021},
      month     = sep,
      pages     = {1--8},
    }
  • V. M. Deolindo, B. L. Dalmazo, M. V. B. da Silva, L. R. B. de Oliveira, A. B. de Silva, L. Z. Granville, L. P. Gaspary, and J. C. Nobre, “Using Quadratic Discriminant Analysis by Intrusion Detection Systems for Port Scan and Slowloris Attack Classification,” in International Conference on Computational Science and Its Applications (ICCSA 2021), Springer International Publishing, 2021, vol. LNCS 12951, pp. 188-200.
    [PDF] [DOI] [Bibtex]
    @InCollection{deolindo2021,
      author    = {Vin{\'{\i}}cius M. Deolindo and Bruno L. Dalmazo and Marcus V. B. da Silva and Luiz R. B. de Oliveira and Allan de B. Silva and Lisandro Zambenedetti Granville and Luciano P. Gaspary and J{\'{e}}ferson Campos Nobre},
      booktitle = {{International Conference on Computational Science and Its Applications (ICCSA 2021)}},
      publisher = {Springer International Publishing},
      title     = {{Using Quadratic Discriminant Analysis by Intrusion Detection Systems for Port Scan and Slowloris Attack Classification}},
      year      = {2021},
      number    = {https://doi.org/10.1016/j.comnet.2022.109109},
      pages     = {188--200},
      series    = {Lecture Notes in Computer Science},
      volume    = {LNCS 12951},
      doi       = {10.1007/978-3-030-86970-0_14},
    }
  • M. Franco, E. Sula, A. Huertas, E. Scheid, L. Z. Granville, and B. Stiller, “SecRiskAI: a Machine Learning-based Approach for Cybersecurity Risk Prediction in Businesses,” in 24th IEEE International Conference on Business Informatics (CBI 2022), Amsterdam, The Netherlands, 2022, p. (to appear).
    [Bibtex]
    @InProceedings{franco22-2,
      author    = {Muriel Franco and Erion Sula and Alberto Huertas and Eder Scheid and Lisandro Zambenedetti Granville and Burkhard Stiller},
      booktitle = {{24th IEEE International Conference on Business Informatics (CBI 2022)}},
      title     = {{SecRiskAI: a Machine Learning-based Approach for Cybersecurity Risk Prediction in Businesses}},
      year      = {2022},
      address   = {Amsterdam, The Netherlands},
      month     = jun,
      pages     = {(to appear)},
    }
  • M. Ariza, A. J. G. de Azambuja, J. C. Nobre, and L. Z. Granville, “Ataques Automatizados de Engenharia Social com o uso de Bots em Redes Sociais Profissionais,” in XXII Simpósio Brasileiro de Segurança da Informação e de Sistemas Computacionais (SBSeg 2022), Santa Maria, Brazil, 2022, pp. 1-11.
    [PDF] [DOI] [Bibtex]
    @InProceedings{ariza2022,
      author    = {Maurício Ariza and Antonio João G. de Azambuja and Jéferson C. Nobre and Lisandro Zambenedetti Granville},
      booktitle = {{XXII Simpósio Brasileiro de Segurança da Informação e de Sistemas Computacionais (SBSeg 2022)}},
      title     = {{Ataques Automatizados de Engenharia Social com o uso de Bots em Redes Sociais Profissionais}},
      year      = {2022},
      address   = {Santa Maria, Brazil},
      month     = {sep},
      pages     = {1-11},
      publisher = {{Sociedade Brasileira de Computação (SBC)}},
      doi       = {10.5753/sbseg.2022.225334},
    }
  • L. M. Bertholdo, S. L. A. Ferreira, J. M. Ceron, L. Z. Granville, R. Holz, and R. van Rijswijk-Deij, “On the Asymmetry of Internet eXchange Points – Why Should IXPs and CDNs Care?,” in 18th International Conference on Network and Service Management (CNSM), Thessaloniki, Greece, 2022, p. (to appear).
    [Bibtex]
    @InProceedings{,
      author    = {Leandro M. Bertholdo and Sandro L. A. Ferreira and João M. Ceron and Lisandro Zambenedetti Granville and Ralph Holz and Roland van Rijswijk-Deij},
      booktitle = {{18th International Conference on Network and Service Management (CNSM)}},
      title     = {{On the Asymmetry of Internet eXchange Points - Why Should IXPs and CDNs Care?}},
      year      = {2022},
      address   = {Thessaloniki, Greece},
      month     = oct,
      pages     = {(to appear)},
    }
  • P. H. Isolani, J. Haxhibeqiri, I. Moerman, J. Hoebeke, L. Z. Granville, S. Latré, and J. M. Marquez-Barja, “SD-RAN Interactive Management Using In-band Network Telemetry in IEEE 802.11 Networks,” Journal of Network and Systems Management (JNSM), vol. 31, iss. 1, 2022.
    [PDF] [DOI] [Bibtex]
    @Article{isolani2022,
      author    = {P. H. Isolani and J. Haxhibeqiri and I. Moerman and J. Hoebeke and L. Z. Granville and S. Latr{\'{e}} and J. M. Marquez-Barja},
      journal   = {Journal of Network and Systems Management (JNSM)},
      title     = {{SD-RAN Interactive Management Using In-band Network Telemetry in IEEE 802.11 Networks}},
      year      = {2022},
      month     = {oct},
      number    = {1},
      volume    = {31},
      doi       = {10.1007/s10922-022-09692-2},
      publisher = {Springer Science and Business Media {LLC}},
    }
  • J. F. L. M. de Jr., M. A. Spohn, and L. Z. Granville, “Client-Transparent and Self-Managed MQTT Broker Federation at the Application Layer,” in International Conference on Computing, Networking and Communications (ICNC 2023), Honolulu, USA, 2023, p. (to appear).
    [PDF] [Bibtex]
    @InProceedings{lacerda2023,
      author    = {José Fernando de Lacerda Machado Jr. and Marco Aurélio Spohn and Lisandro Zambenedetti Granville},
      booktitle = {{International Conference on Computing, Networking and Communications (ICNC 2023)}},
      title     = {{Client-Transparent and Self-Managed MQTT Broker Federation at the Application Layer}},
      year      = {2023},
      address   = {Honolulu, USA},
      month     = feb,
      pages     = {(to appear)},
    }
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    [Bibtex]
    @Comment{jabref-meta: databaseType:bibtex;}