Recent Publications (selected)

2018

1. SALES, M., DIAS, Kelvin Lopes, Fernandes, Stênio. Integrated NFV/SDN Architectures: A Systematic Literature Review. ACM COMPUTING SURVEYS, 2018
2. SALES, M. ; SOUZA, R. R. ; COUTINHO, E. F. ; DIAS, Kelvin Lopes ; Fernandes, Stênio . Identifying Performance Bottlenecks in Software Data Planes for Cloud-based NFV Services. In: IEEE/IFIP Network Operations and Management Symposium, 2018, Taipei. Proceedings of the 2018 IEEE NOMS, 2018.
3. LOPES, F. A. ; TIBURCIO, P. G. S. ; BAUER, R. ; ZITTERBART, M. ; Fernandes, Stênio . Model-Based Flow Delegation for Improving SDN Infrastructure Compatibility. In: IEEE/IFIP Network Operations and Management Symposium, 2018, Taipei. Proceedings of the 2018 IEEE/IFIP Network Operations and Management Symposium, 2018.
4. AL-HABASHNA, A. ; FERNANDES, S. ; WAINER, G. . Analyzing the effect of LTE-A Transmission Parameters on Video Streaming Quality of Experience. In: The 2018 Spring Simulation Multi-conference (SpringSim?18), 2018, Baltimore. Proceedings of SpringSIm'2018, 2018. (BEST PAPER AWARD)
5. Marcelo Anderson Batista dos Santos ; RACHKIDI, E. ; AGOULMINE, N. ; FERNANDES, S. F. L. . Revisitando o Problema de Alocação de Controladores SDN: Uma Análise sobre o Impacto do Custo de Recobrimento da Rede. In: XXXVI Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos (SBRC), 2018, Campos do Jordão. Anais do SBRC 2018, 2018.
6. AZEVEDO, D. ; SALES, M. ; LIMA JR, L. F. ; Fernandes, Stênio . Towards an Accurate Bandwidth Estimation Tool for 802.11N Wireless Networks. In: IEEE Symposium on Computers and Communications, 2018, Natal. Proceedings of the IEEE Symposium on Computers and Communications, 2018.
7. Kamienski, Carlos ; SOININEN, J. ; TAUMBERGER, M. ; Fernandes, Stênio ; TOSCANO, A. ; CINOTTI, T. S. ; MAIA, R. F. ; TORRE NETO, A. . SWAMP: an IoT-based Smart Water Management Platform for Precision Irrigation in Agriculture. In: Global IoT Summit, 2018, Bilbao. Proceedings of the GIoT Summit, 2018.

2017

1. Fernandes, Stênio F. L.. Performance Evaluation for Network Services, Systems and Protocols. 1. ed. New York: Springer International Publishing AG, 2017. 200p
2. BESERRA, D. ; MORENO, E. D. ; ENDO, P. ; BARRETO, J. ; FERNANDES, S. ; SADOK, D . Performance analysis of Linux containers for high-performance computing applications. International Journal of Grid and Utility Computing, v. 8, p. 321, 2017.
3. LOPES, F. A. ; BAUER, R. ; FERNANDES, S. Capability-Aware SDN Application Models: Dealing with Network Heterogeneity. In: The International Conference on Networked Systems - NetSys'17 - PhD Forum, 2017, Göttingen. Proceedings of the NetSys 2017, 2017.
4. SOUZA, R. R. ; Marcelo Anderson Batista dos Santos ; FERNANDES, S. . Alocação de Recursos em NFV: desafios e perspectivas para Centro de Dados. In: Congresso da SBC - 2017, 2017, São Paulo. Anais do CSBC 2017, 2017.
5. RAMOS, D. ; Marcelo Anderson Batista dos Santos ; FERNANDES, S. . Avaliação de Desempenho de um Controlador SDN como uma VNF. In: Congresso da SBC 2017 - WPIETFIRTF, 2017, São Paulo. Anais do CSBC 2017, 2017.
6. TIBURCIO, P. G. S. ; Marcelo Anderson Batista dos Santos ; FERNANDES, S. . Uma Arquitetura de Gerenciamento Autonômico no Contexto de Internet das Coisas e Cidades Inteligentes. In: Congresso da SBC - 2017 - WPIETFIRTF, 2017. Anais do CSBC 2017 - WPIETFIRTF.

2016

1. DANTAS, RAMIDE ; Kamienski, Carlos ; Fernandes, Stenio ; Sadok, Djamel . Assessing the effectiveness of automated service composition. Journal of the Brazilian Computer Society, v. 22, p. 1-13, 2016.
2. Lacerda, T., Fernandes, S., "Scalable Real-Time Flock Detection", IEEE Global Communications Conference (GLOBECOM), 2016
3. Al-Habashna, A., Fernandes, S., Wainer, G., "DASH-based Peer-to-Peer Video Streaming in Cellular Networks", International Symposium on Performance Evaluation of Computer and Telecommunications Systems (SPECTS), 2016
4. LOPES, F., Santos, M., Lima Jr., L. F., Fidalgo, R., Fernandes, S., "High-Level Modeling and Application Validation for SDN", IEEE/IFIP Network Operations and Management Symposium, 2016
5. LOPES, F., Santos, M., Fidalgo, R., Fernandes, S., "A Software Engineering Perspective on SDN Programmability", IEEE Communications Surveys and Tutorials, 2016
6. Uchôa, T., Ramos, H., Fernandes, S., "Transmission Power Control in VANETs: A Game-Theoretic Approach" (in Portuguese), Congresso da Sociedade Brasileira de Computação - SBCUP, 2016
7. Santos, M. & Fernandes, S., "SDN Controller Placement Problem: An Analysis of Cost in the Network Backbone" (in Portuguese), Congresso da Sociedade Brasileira de Computação - WPIETF-IRTF, 2016
8. Souza, R., Santos, M., Mello, B., Fernandes, S., "A General Purpose Formal Model for SDN Simulation" (in Portuguese), Congresso da Sociedade Brasileira de Computação - WPIETF-IRTF, 2016

2015

1. Antonello, R., Fernandes, S., Sadok, D., Kelner, J., Szabo, G., "Design and Optimizations for Efficient Regular Expression Matching in DPI Systems", Computer Communications, 2015
2. Alencar, F., Santos, M., Fidalgo, R., Fernandes, S., Model-Driven Networking: A Novel Approach for SDN Applications Development, IFIP/IEEE Integrated Network Management Symposium (IM 2015), Ottawa, Canada
3. Resende, I., Costa, R., Fernandes, S., Urban Data Collectors: A Pragmatic Approach to Leveraging Urban Sensing, IFIP/IEEE Integrated Network Management Symposium (IM 2015), Ottawa, Canada
4. RACHKIDI, E. et al. Cooperative Dynamic eHealth Service Placement in Mobile Cloud Computing, 17th IEEE International Conference on e-Health Networking, Application & Services (HEALTHCOM 2015), Boston, USA, October
5. BESERRA, D. ; MORENO, E. D. ; ENDO, P. ; BARRETO, J. ; SADOK, D ; FERNANDES, S. . Performance Analysis of LXC for HPC Environments. In: 8TH INTL. WKSHP ON ENGINEERING PARALLEL AND MULTI-CORE SYSTEMS, 2015, Blumenau.
6. ITO, M. S. et al., A Fine-Tuned Control-Theoretic Approach for Dynamic Adaptive Streaming Over HTTP. ISCC 2015 - The 20th IEEE Symposium on Computers and Communications, 2015, Larnaca.
7. RACHKIDI, E., et al., Towards Efficient Automatic Scaling and Adaptive cost-optimized eHealth Services in Cloud. In: 2015 IEEE Global Communications Conference: Selected Areas in Communications: E-Health, 2015, San Diego.
8. Santos, M., MARTINS, R., SANTANA, M., FERNANDES, S., An Adaptive Random Heuristic in Virtual Networks: Dependability Analysis. 8th Latin American Network Operations and Management Symposium (LANOMS 2015), João Pessoa.
9. LIMA JR, L. F. ; AZEVEDO, D. ; FERNANDES, S. . Performance Evaluation of OpenFlow in Commodity Wireless Routers. In: The 8th Latin American Network Operations and Management Symposium (LANOMS 2015), 2015, João Pessoa.
10. Alencar, F., Fernandes, S., "A Model-Driven Approach for Management of SDN" (in Portuguese), Brazilian Scientific Magazine on Administration, 2015

2014

1. LIRA, V. ; TAVARES, E. ; FERNANDES, S. ; MACIEL, Paulo R. M. . Dependable Virtual Network Mapping. Computing (Wien. Print), v. 99, p. 1-23, 2014.
2. SILVA, T., Kamienski, C., Fernandes, S., Sadok, D., A flexible DHT-based directory service for information management. Journal of Peer-to-Peer Networking and Applications, v. 1, p. 1-14, 2014
3. LOPES, F., SANTANA, E., Santos, M., FERNANDES, S., How Software Aging Affects SDN: A View on the Controllers. In: The 6th Global Information Infrastructure and Networking Symposium (GIIS), 2014, Montreal.
4. SOUZA, E. N. ; MATWIN, S. ; FERNANDES, S. . Traffic Classification with On-Line Ensemble Method. In: The 6th Global Information Infrastructure and Networking Symposium (GIIS), 2014, Montreal.
5. Rodrigues, M., Fernandes, S., Kelner, J., Sadok, D., "An Analytical View of Multiple CDNs Collaboration" The 28^th IEEE International Conference on Advanced Information Networking and Applications (IEEE AINA 2014), Victoria, Canada, May 2014.
6. Santos, M., Fernandes, S., Kamienski, C., "Conducting network research in large-scale platforms: Avoiding Pitfalls in PlanetLab", The 28^th IEEE International Conference on Advanced Information Networking and Applications (IEEE AINA 2014), Victoria, Canada, May 2014.
7. Kamienski, C., et al, "E2ECloud: Composition and Execution of End-to-End Services in the Cloud", The 19^th IEEE Symposium on Computers and Communications (IEEE ISCC 2014), Madeira, Portugal, June 2014.
8. Wesley Davison, et al., "On the Performance of DPI Signature Matching with Dynamic Priority", The 19^th IEEE Symposium on Computers and Communications (IEEE ISCC 2014), Madeira, Portugal, June 2014.
9. Ito, M., Antonello, R., Sadok, D., Fernandes, S., "Network Level Characterization of Adaptive Streaming over HTTP Applications", The 19^th IEEE Symposium on Computers and Communications (IEEE ISCC 2014), Madeira, Portugal, June 2014.
10. Lopes, P. ; FERNANDES, S. ; DAVISON, W. ; Sadok, Djamel, "GPU-Oriented Stream Data Mining Traffic Classification", The 19^th IEEE Symposium on Computers and Communications (IEEE ISCC 2014), Madeira, Portugal, June 2014.
11. Tenório, Zuleika ; Sadok, Djamel ; FERNANDES, S. ; KELNER, J . , "Multi-Objective Optimization of a Hybrid Model for Network Traffic Classification by combining Machine Learning Techniques", 2014 IEEE World Congress on Computational Intelligence (IEEE WCCI 2014), Beijing, China, July 2014.

2013

1. Marcon, D. et al., "Workflow Specification and Scheduling with Security Constraints in Hybrid Clouds" 2013 IEEE Latin America Conference on Cloud Computing (LatinCloud 2013), Maceio, Brazil, Dec 2013.
2. Alves, G., et al., "Tasks meet Flows: Merging Two Paradigms in a Cloud Applications Development Platform", 2013 IEEE Latin America Conference on Cloud Computing (LatinCloud 2013), Maceio, Brazil, Dec 2013.
3. Fernandes, S., Karmouch, A., "Design and analysis of an IEEE 802.21-based mobility management architecture: a context-aware approach", Springer Wireless Networks: Volume 19, Issue 2 (2013), Page 187-205
4. Melo, W., Fernandes, S., Antonello, R., Sadok, D., Kelner, J., Szabo, G., "A Look Under the Hood: Revealing Performance Issues in the DPI Engine", IEEE International Conference on Communications (ICC 2013) - Communication Software and Services Symposium ('ICC'13 CSSS), Budapest, June 2013
5. Vieira, T., Fernandes, S., Garcia, V., "Evaluating MapReduce for Profiling Application Traffic", The 22nd ACM International Symposium on High-Performance Parallel and Distributed Computing (HPDC 2013), 1st Workshop on High Performance and Programmable Networking, New York, June 2013
6. Santos, A., Fernandes, S., Lopes, P., Sadok, D., Geza, S., "Multi-gigabit Traffic Identification on GPU", The 22nd ACM International Symposium on High-Performance Parallel and Distributed Computing (HPDC 2013), 1^st Workshop on High Performance and Programmable Networking, NY, June 2013
7. Nascimento, Z., Sadok, D., Fernandes, S., "Comparative Study of a Hybrid Model for Network Traffic Identification and its Optimization using Firefly Algorithm", 18th IEEE Symposium on Computers and Communications (IEEE ISCC 2013), Split, Croatia, July 2013
8. SOUZA, E. N. ; MATWIN, S. ; FERNANDES, S., "Network Traffic Classification Using AdaBoost Dynamic", In: IEEE International Conference on Communications 2013: IEEE ICC'13 - 1st IEEE Workshop on Traffic Identification and Classification for Advanced Network Services and Scenarios (TRICANS), 2013, Budapest.
9. LIRA, V. ; et al., "Virtual Network Resource Allocation Considering Dependability Issues", In: IEEE 13th International Conference on Computer and Information Technology (CIT2013), Sidney, 2013

2012

1. Antonello, R. ; FERNANDES, S. ; KAMIENSKI, Carlos Alberto ; Sadok, Djamel ; KELNER, Judith ; GODOR, I. ; Szabo, Geza ; Westholm, TORD , "Deep Packet Inspection Tools and Techniques in Commodity Platforms: Challenges and Trends", Journal of Network and Computer Applications, 2012.
2. Melo, W., Fernandes, S., Antonello, R., Sadok, D., Kelner, J., Szabo, G., "Benchmarking of Compressed DFAs for Traffic Identification: Decoupling Data Structures from Models", IEEE Global Communications Conference 2012 (GLOBECOM), Anheim, December 2012
3. Antonello, R., Fernandes, S., Santos, A., Sadok, D., Szabo, G., "Efficient DFA Grouping for Traffic Identification", IEEE Global Communications Conference 2012 (GLOBECOM), Anheim, December 2012
4. Sales, M., Castro, M., Fernandes, S., Andrade, R., Karmouch, A., "Improving Vertical Handovers using IEEE 802.21 Services and Multicast Addressing", IEEE Wireless Communications and Networking Conference 2012 - WCNC (Internet of Things Enabling Technologies), Paris, March 2012
5. Fernandes, S., Tavares, E., Santos, M., Lira, V., Maciel, P. "Dependability Assessment of Virtualized Networks", IEEE International Conference on Communications (ICC 2012) - Next-Generation Networking Symposium ('ICC'12 NGN'), Ottawa, June 2012
6. Szabó, G., Szüle, J., Lins, B., Turányi, Z., Pongrácz, G., Sadok, D., Fernandes, S.," Capturing the Real Influencing Factors of Traffic for Accurate Traffic Identification ", IEEE International Conference on Communications (ICC 2012) - Communication Software Services and Multimedia Applications Symposium ('ICC'12 CSSMA') , Ottawa, June 2012
7. Antonello, R. ; FERNANDES, S ; Sadok, Djamel ; KELNER, Judith ; Szabo, Geza . Deterministic Finite Automaton for Scalable Traffic Identification: the Power of Compressing by Range. In: IEEE/IFIP Network Operations and Management Symposium, NOMS 2012, Maui. Proceedings of the IEEE/IFIP Network Operations and Management Symposium, 2012.
8. Mateus, B. G. ; OLIVEIRA, C. T. ; CALLADO, Arthur ; FERNANDES, S. ; Rossana Andrade . Impact of Density, Load, and Mobility on the Performance of Routing Protocols in Vehicular Networks. In: 2012 IEEE 76th Vehicular Technology Conference - VTC2012-Fall, 2012, Québec City. Proceedings of the 2012 IEEE 76th Vehicular
9. Technology Conference, 2012.
10. AZEVEDO, E. ; DIAS, C. ; DANTAS, R. ; Sadok, Djamel ; FERNANDES, S. ; SIMOES, R. ; Kamienski, Carlos . Profiling core operations for elasticity in cloud environments. In: IEEE Latin-American Conference on Cloud Computing - LatinCloud 2012, 2012, Porto Alegre. Proceedings of the IEEE LatinCloud 2012, 2012.
11. Kamienski, Carlos ; SIMOES, R. ; AZEVEDO, E. ; DANTAS, R. ; DIAS, C. ; Sadok, Djamel ; FERNANDES, S. . An Integrated Composition Model for Collaboration in the Cloud. In: IEEE Latin-American Conference on Cloud Computing - LatinCloud 2012, 2012, Porto Alegre. Proceedings of the IEEE LatinCloud 2012, 2012.

2011

1. Fernandes, S., Kelner, J., Sadok, D., An adaptive-predictive architecture for video streaming servers, Journal of Network and Computer Applications, v. 5, p. 1683-1694, 2011
2. Santos, M., Fernandes, S., Kamienski, C., SimP2P: a Peer-to-Peer System for Texture Distribution in Social Virtual Worlds, IEEE GLOBECOM 2011 - Communication Software, Services, and Multimedia Applications Symposium, Houston, 2011
3. Santos, A., Fernandes, S., Antonello, R., Lopes, P., Sadok, D., Szabo, G., High-Performance Traffic Workload Architecture for Testing DPI Systems, IEEE GLOBECOM 2011 - Communications QoS, Reliability, and Modeling Symposium, Houston, 2011
4. Antonello, R., Fernandes, S., Sadok, D., Kelner, J., Characterizing Signature Sets for Testing DPI Systems, 3rd IEEE International Workshop on Management of Emerging Networks and Services (MENS'11) - 2011 Globecom Workshop, Houston, 2011
5. Batista, T., et al., Altostratus: a collaboration network with focus on new research challenges and opportunities in cloud computing, 25th Brazilian Symposium on Software Engineering (SBES 2011), Sao Paulo, 2011

2010

1. Dias, Kelvin L. ; Sadok, Djamel F. H. ; Fernandes, Stênio F. L. ; KELNER, Judith . Approaches to resource reservation for migrating real-time sessions in future mobile wireless networks. Wireless Networks, v. 16, p. 39-56, 2010
2. Fernandes, S. & Karmouch, A., Vertical Mobility Management Architectures in Wireless Networks: a Comprehensive Survey and Future Directions, IEEE Communications Surveys and Tutorials, accepted, 2010 (to be published in 2012)
3. Oliveira, M. ; HAIRON, C. ; FERNANDES, S ; ANDRADE, O. ; MOURA, R. ; BRINGEL, J. ; MARTIN, H. ; GENSEL, J. ; SICOTTE, C. ; DENNIS, J. . A Context-Aware Framework for Health Care Governance Decision-Making Systems: A model based on the Brazilian Digital TV. In: 2nd International IEEE WoWMoM Workshop on Interdisciplinary Research on E-Health Services and Systems, 2010, Montreal. Proceedings of the 2nd International IEEE WoWMoM Workshop on Interdisciplinary Research on E-Health Services and Systems, 2010
4. SILVESTRE, G. ; FERNANDES, S ; KAMIENSKI, Carlos Alberto ; SADOK, Djamel Fawzi Hadj . Most Wanted Internet Applications: A Framework for P2P Identification. In: Communication Networks and Services Research Conference (CNSR), 2010 Eighth Annual, 2010, Montreal. Proc. of the Eighth Annual Communication Networks and Services Research Conference (CNSR), 2010, 2010. p. 341-347
5. ABDELJAOUAD, I. ; RACHIDI, H. ; FERNANDES, S ; KARMOUCH, Ahmed . Performance analysis of modern TCP variants: A comparison of Cubic, Compound and New Reno. In: Communications (QBSC), 2010 25th Biennial Symposium on, 2010, Kingston. Proceedings of the 25th Biennial Symposium on Communications (QBSC), 2010, 2010. p. 80-83
6. Callado, A., Fernandes, S., et al., Better Network Traffic Identification through the Independent Combination of Techniques, Journal of Network and Computer Applications, 2010

2009

1. Arthur Callado, Carlos Kamienski, Balazs Gero, Geza Szabo, Stenio Fernandes, Djamel Sadok, A Survey on Internet Traffic Identification and Classification, IEEE Communications Surveys and Tutorials, 2009
2. GONÇALVES, G.; et al., On the Use of an ADSL2+ Testbed for Video Quality Assessment, IEEE International Conference on Communications - IEEE ICC 2009 , Dresden, Germany, June 14-18, 2009
3. FERNANDES, S.; ANTONELLO, R., LACERDA, T., SANTOS, A., SADOK, D., WESTHOLM, T., Slimming Down Deep Packet Inspection Systems, 12th IEEE Global Internet Symposium 2009 - IEEE GI 2009 , Rio de Janeiro, Brazil, April 24, 2009
4. LACERDA, T., FERNANDES, S., SADOK, D., Fine-tuning Deep Packet Inspection Systems on Commodity Platforms, 26th Brazilian Symposium on Computer Networks - SBRC 2009, May 2009 , Recife, Brazil
5. LACERDA, T., FERNANDES, S., OLIVEIRA, A., SADOK, D., KELNER, J., Performance-driven Development of Deep Packet Inspection Systems on Commodity Platforms, 8th Workshop on Performance of Computing and Communication Systems, XXIX Brazilian Computer Society Congress - CSBC 2009, July 2009 , Bento Gonçalves, Brazil