Publications

Renato L. F. Cunha (2018). Databases as a Service. Encyclopedia of Big Data Technologies.

Bruno Silva, Marco A. S. Netto, Renato L. F. Cunha (2018). JobPruner: A Machine Learning Assistant for Exploring Parameter Spaces in HPC Applications. Future Generation Computer Systems.

Eduardo Rocha Rodrigues, Igor Oliveira, Renato L. de F. Cunha, Marco A. S. Netto (2018). DeepDownscale: a Deep Learning Strategy for High-Resolution Weather Forecast. 2018 IEEE 14th International Conference on e-Science.

Igor Oliveira, Renato L. F. Cunha, Bruno Silva, Marco A. S. Netto (2018). A Scalable Machine Learning System for Pre-Season Agriculture Yield Forecast. 2018 IEEE 14th International Conference on e-Science.

Ana P. Appel, Renato L. F. Cunha, Charu Aggarwal, Marcela Megumi Terakado (2018). Temporally Evolving Community Detection and Prediction in COntent-Centric Networks. Joint European Conference on Machine Learning and Knowledge Discovery in Databases.

Renato L. de F. Cunha, Eduardo R. Rodrigues, Matheus Palhares Viana, Dario Augusto Borges Oliveira (2018). An argument in favor of strong scaling for deep neural networks with small datasets. 2018 30th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD).

Eric B. Gauch, Bruno Estima Correia Milanesi Castanheira, Bruno Silva, Renato L. F. Cunha, Marco A. S. Netto (2018). A Search Space Exploration Framework for e-Science Applications. BreSci - XII Brazilian e-Science Workshop.

Marco A. S. Netto, Rodrigo N. Calheiros, Eduardo R. Rodrigues, Renato L. F. Cunha, Rajkumar Buyya (2018). HPC Cloud for Scientific and Business Applications: Taxonomy, Vision, and Research Challenges. ACM Computing Surveys.

Renato L. F. Cunha, Eduardo R. Rodrigues, Leonardo P. Tizzei, Marco A. S. Netto (2017). Job placement advisor based on turnaround predictions for HPC hybrid clouds. Future Generation Computer Systems.

Bruno Silva, Marco A. S. Netto, Renato L. F. Cunha (2016). SLA-aware Interactive Workflow Assistant for HPC Parameter Sweeping Experiments. Workflows in Support of Large-Scale Science.

Eduardo R. Rodrigues, Renato L. F. Cunha, Marco A. S. Netto, Michael Spriggs (2016). Helping HPC Users Specify Job Memory Requirements via Machine Learning. Workshop on HPC User Support Tools.

Kirk A. Beaty, Jenny M. Chow, Renato L. F. Cunha, Koushik K. Das, Mark F. Hulber, Ashish Kundu, Vanessa Michelini, Elain R. Palmer (2016). Managing sensitive applications in the public cloud. IBM Journal of Research and Development.

Marcos Dias de Assunção, Carlos H. Cardonha, Marco A. S. Netto, Renato L. F. Cunha (2016). Impact of user patience on auto-scaling resource capacity for cloud services. Future Generation Computer Systems.

Marco A. S. Netto, Renato L. F. Cunha, Nicole Sultanum (2015). Deciding When and How to Move HPC Jobs to the Cloud. Computer.

Renato Luiz de Freitas Cunha, Marlos Cholodovski Machado, Luiz Chaimowicz (2015). RTSmate: towards an advice system for RTS games. Computers in Entertainment.

Marco A. S. Netto, Carlos Cardonha, Renato L. F. Cunha, Marcos D. Assunção (2014). Evaluating Auto-scaling Strategies for Cloud Computing Environments. Proceedings of the 22nd IEEE International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (IEEE MASCOTS'14).

Renato L. F. Cunha, Marcos D. Assunção, Carlos Cardonha, Marco A. S. Netto (2014). Exploiting User Patience for Scaling Resource Capacity in Cloud Services. Proceedings of the 7th IEEE International Conference on Cloud Computing (IEEE CLOUD’14).

Carlos Cardonha, Marcos D. Assunção, Marco A. S. Netto, Renato L. F. Cunha, Carlos Queiroz (2013). Patience-Aware Scheduling for Cloud Services: Freeing Users from the Chains of Boredom. Service-Oriented Computing: 11th International Conference, ICSOC 2013, Berlin, Germany, December 2-5, 2013, Proceedings.

Renato Luiz de Freitas Cunha, Luiz Chaimowicz (2010). An Artificial Intelligence system to help the player of Real-Time Strategy games. Simpósio Brasileiro de Jogos e Entretenimento Digital - SBGames.

Renato Luiz de Freitas Cunha (2010). Um sistema de apoio ao jogador para jogos de estratégia em tempo real.

Renato Luiz de Freitas Cunha, Alberto Ferreira de Souza (2006). Integração do Cluster Enterprise ao Grid Sinergia. Anais do VII Workshop em Sistemas Computacionais de Alto Desempenho.