Main


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Prof. Hermes Senger

Currently, an Associate Professor at the Computer Science Department of the Universidade Federal de São Carlos (UFSCar), Brazil. Research Interests:
  • Parallel and Distributed Computing
  • Cybersecurity
  • Intelligent Transportation Systems
  • Bioinformatics

Address:
Universidade Federal de São Carlos (UFSCar)
Departamento de Computação
Rod. Washington Luís, Km 235
Caixa Postal 676, 13565-905. São Carlos-SP, Brazil
Phone: +55 (16) 3351-8593
email: hermes [at] dc [dot] ufscar [dot] br

Other repositories:

  • A full version of my curriculum is available here (the Lattes brazilian curriculum database).
  • My page at Google Scholar - here.
  • My profile at ORCID - here
  • My profile at ResearchGate - here.
  • Scoops Author ID:15065938000
  • My entry at DBLP - here

Selected publications


Journal papers

  • SparkBLAST: Scalable BLAST processing using in-memory operations. M.R. de Castro, C. Tostes. A.R.M. Davila, H. Senger, F.A.B. da Silva. BMC Bioinformatics 18(1),318, 2017. Full text here
  • Parallel and Distributed Computing for Big Data Applications. Editorial. H. Senger, C.F.R. Geyer. Concurrency and Computation, 2016. [PDF]. DOI:http://dx.doi.org/10.1002/cpe.3813
  • Survey on Simulation for Mobile Ad-hoc Communication for Disaster Scenarios. E. Rosas, N. Hidalgo, V. Gil-Costa, C. Bonacic, H. Senger, M. Marin, L. Arantes, C.A.C. Marcondes, O. Marin.  Journal of Computer Science and Technology, 31(2), 326-349, 2016. http://link.springer.com/article/10.1007/s11390-016-1630-x
  • BSP Cost and Scalability Analysis for MapReduce Operations. H. Senger, V. Gil-Costa, L. Arantes, C.A.C. Marcondes, M. Marin, L.M. Sato, F.A.B. da Silva. Concurrency and Computation: Practice and Experience. 2015. [PDF], DOI:http://dx.doi.org/10.1002/cpe.3628
  • Comparing Distributed Online Stream Processing Systems Considering Fault Tolerance Issues. A.L.S. Gradvohl, H. Senger, L. Arantes, P. Sens. Journal of Emerging Technologies in Web Intelligence, v. 6, p. 174-179, 2014. [PDF] DOI:http://dx.doi.org/10.4304/jetwi.6.2.174-179.

  • Bounds on the Scalability of Bag-of-Tasks Applications Running on Master-Slave Platforms. F.A.B. Silva, H. Senger, Parallel Processing Letters, 2012. [PDF] , DOI:http://dx.doi.org/10.1142/S0129626412500041

  • Scalability Limits of Bag-of-Tasks Applications Running on Hierarchical Platforms. F.A.B. Silva, H. Senger, Journal of Parallel and Distributed Computing, Volume 71, Issue 6, June 2011, Pages 788-801, 2011. [PDFDOI:http://dx.doi.org/10.1016/j.jpdc.2011.01.002.

  • Improving scalability of Bag-of-Tasks applications running on master-slave platforms. F.A.B. Silva, H. Senger, Parallel Computing, v. 35, p. 57-71, Elsevier, 2009. [PDF], DOI:http://dx.doi.org/10.1016/j.parco.2008.09.013

  • Exploiting Idle Cycles to Execute Data Mining Applications on Clusters of PCs. H. Senger, E.R. Hruschka, F.A.B. Silva, L.M. Sato, C.P. Bianchini, B.F. Jerocsh, Journal of Systems and Software, v. 80, 778-790, Elsevier, 2007. [PDF], DOI:http://dx.doi.org/10.1016/j.jss.2006.05.035

Book chapters

  • Scalability Analysis of BoT Applications on Large Distributed Computing Systems. F.A.B. da Silva, H. Senger, In: Jorge G. Barbosa; Inês Dutra. (Org.). Grid Computing: Techniques and Future Prospects. 1ed.: Nova Science Pub Inc, 2015, v. 1, p. 1-20. [PDF]

  • Uso de mosaico de imagens aéreas como ferramenta de auxílio ao diagnóstico de diversas culturas.A.S. Tarallo, L.A.C. Jorge, A.K. Hiraga, M.S.V. Paiva, G.A.G. Martinez, H. Senger. In: Alberto Carlos de Campos Bernardi et al.. (Org.). Agricultura de Precisão - Resultados de um Novo Olhar. 1ed.Brasilia: Embrapa, 2014, v. 1, p. 157-164.

  • Uma Introdução ao Desenvolvimento de Aplicações Para Grades Computacionais Baseadas no Padrão OGSA. H. Senger, R.A. Rondini, S.L. Stanzani, In: Mini-cursos do Workshop em Sistemas de Computacionais de Alto Desempenho edited by Gerson Geraldo Cavalheiro and Mario Dantas, 2006. (In portuguese).

  • The Grid: an Enabling Infrastructure for Future e-business, e-commerce and e-government Applications. F.A.B. Silva, H. Senger, In: Digital Communities in a Networked Society: eCommerce, eGovernment and eBusiness edited by Manuel Mendes, Carlos Passos, Reima Suomi, ,p. 253-266. Dordrecht, Netherlands, Kluwer Academic Publishers, 2004.

  • Introdução à Programação Paralela e Distribuída. L.M. Sato, E.T. Midorikawa, H. Senger. In: JAI 1996 - Jornada de Atualização em Informática, Anais do XVI Congresso da Sociedade Brasileira de Computação - Edited by the Depto. de Informática - Universidade Federal de Pernambuco. Recife / UFPE: DI-UFPE, 1996. (In portuguese) [PDF]

Conference papers

  • Black-box Optimization of Hadoop Parameters Using Derivative-free Optimization Methods. D. Desani, V. Gil-Costa, C.A.C. Marcondes, H. Senger. In: Proc. 24th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP 2016), Greece, 2016. [PDF]. DOI:10.1109/PDP.2016.35
  • Applying Machine Learning to Reduce Overhead in DTN Vehicular Networks. L.P.P. Poma, C.A.C. Marcondes, L. Arantes, H. Senger. In: Simpósio Brasileiro de Redes de Computadores, 2014, Florianópolis. Simpósio Brasileiro de Redes de Computadores, 2014. [PDF] 

  • Análise de Escalabilidade de Aplicações Hadoop/MapReduce por meio de Simulação. F.G. Rocha, H. Senger In: XII Workshop de Computação em Clouds e Aplicações (WCGA 2014), 2014, Florianópolis. Workshop de Computação em Clouds e Aplicações (WCGA 2014), 2014.[PDF]

  • Just-in-Time Clouds Uma abordagem para Federação de Clouds Privadas. E. Fraga, F. V. Brasileiro, P.W. Bignatto, D. Desani, H. Senger , V. C. Garcia, F. Trinta, P. O. A. Navaux, R. Macedo. In: Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos - Salão de Ferramentas do SBRC (SBRC), 2013, Brasilia. Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos (SBRC), 2013. p. 1-8. [PDF]

  • Predição de Consumo Energético com Base em Variáveis de Sistemas Operacionais. L. V. Povoa, P.W. Bignatto, C.A.C. Marcondes, H. Senger. In: Workshop de Computação em Grade e Aplicações, 2013, brasilia. Workshop de Computação em Grade e Aplicações (WCGA), 2013. v. 1. p. 1-8.

  • A model for estimating energy consumption based on resources utilization. L. V. Povoa, P.W. Bignatto, C.A.C. Marcondes, H. Senger. In: 2013 IEEE Symposium on Computers and Communications (ISCC), 2013, Split. 2013 IEEE Symposium on Computers and Communications (ISCC), 2013. p. 1. [PDF] 

  • Scalability Analysis of Embarassingly Parallel Applications on Large Clusters. Workshop on System Management Techniques, Processes, and Services SMTPS 2010. Silva, F. A. B., Senger, H., In: Proceedings of the 24th IEEE International Parallel & Distributed Processing Symposium, Workshops and Phd Forum, 2010. [PDF]

  • An FPGA-Based Region-Growing Architecture for Binary Images. Pedrino, E.C., Saito, J.H., Senger, H. Roda, V.O., Marinho, M. In: International Workshop on Systems_Signals and Image Processing, 2010, Rio de Janeiro.  EdUFF - Editora da Universidade Federal Fluminense, 2010. v. 1. p. 73-76.

  • Color Mathematical Morphology in a FPGA. Pedrino, E.C., Saito, J.H., Senger, H. Roda, V.O., In: International Workshop on Systems_Signals and Image Processing, 2010, Rio de Janeiro. EdUFF - Editora da Universidade Federal Fluminense, 2010. v. 1. p. 130-133.

  • Escalabilidade de aplicações Bag-of-Tasks em plataformas Master/Slave. Senger, H., Silva F.A.B., Miranda Filho, L. J., In: XI Simpósio de Sistemas Computacionais (WSCAD-SSC), 2010, Petrópolis. v. 1. p. 1-8.

  • Applying Computational Grids for Enhancing Intrusion Detection Systems. Senger, H., Nakahara Jr, In: The 2008 International Symposium on Scientific and Engineering Computing (SEC-08). IEEE 11th International Conference on Computational Science and Engineering Workshops, 2008. p. 149-156.

  • Hierarchical Scheduling of Independent Tasks with Shared Files. Senger, H., Silva, F.A.B., Nascimento, W.M. In: Proceedings of the Sixth IEEE International Symposium on Cluster Computing and the Grid Workshops (CGRIDW06), 2006. p. 51-56. [PDF] 

  • Desenvolvimento de Aplicações de Democracia Eletrônica em Larga Escala Utilizando Grades Computacionais. Rondini, R.A., Senger, H., Farias, C.R.G., In: Simpósio Brasileiro de Sistemas Colaborativos, 2006, Natal,. Simpósio Brasileiro de Sistemas Colaborativos, 2006. (In portuguese only).

  • Grid Platforms for e-Democracy Applications. Senger, H., Silva, F.A.B., Mendes, M.J., Farias, C.R.G., Rondini, R.A., In: IEEE International Symposium on Computers and Communication (ISCC 2006), Pula-Cagliari. 2006. p. 334-339. [PDF] 

  • Supporting the Collaborative Construction of Learning Objects Using the Grid. Rosatelli M.C., Senger, H., Silva, F.A.B., Nunes, C., Stanzani, S.L., In: Sixth IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2006), 2006, Singapore, 2006. [PDF]

  • Inhambu: Data Mining Using Idle Cycles in Clusters of PCs. Senger, H., E. R. Hruschka, F. A. B. Silva et al.. 2004.  In Lecture Notes in Computer Science (LNCS) 3222 IFIP International Conference on Network and Parallel Computing (NPC 2004) Wuhan 2004 3222 213-220 Berlin: Springer-Verlag. [PDF] 

  • Running Data Mining Applications on the Grid: a Bag-of-Tasks Approach Silva, F. A. B., S. Carvalho, H. Senger et al.. 2004. In Lecture Notes in Computer Science (LNCS 3044) The 2004 International Conference on Computational Science and its Applications (ICCSA 2004) Assisi (Perugia, Italy), p. 168-177 Berlin: Springer-Verlag. [PDF] 

  • Load Distribution for Heterogeneous and Non-Dedicated Clusters Based on Dynamic Monitoring and Differentiated Services. Senger, H., Sato, L.M., In: IEEE International Conference on Cluster Computing (CLUSTER 2003), Tsim Sha Tsui, Hong Kong, 2003. [PDF] 












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