Renato Cunha
Renato Cunha
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Marco A. S. Netto
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A Scalable Machine Learning System for Pre-Season Agriculture Yield Forecast
DeepDownscale: a Deep Learning Strategy for High-Resolution Weather Forecast
JobPruner: A Machine Learning Assistant for Exploring Parameter Spaces in HPC Applications
A Search Space Exploration Framework for e-Science Applications
HPC Cloud for Scientific and Business Applications: Taxonomy, Vision, and Research Challenges
Job placement advisor based on turnaround predictions for HPC hybrid clouds
Helping HPC Users Specify Job Memory Requirements via Machine Learning
SLA-aware Interactive Workflow Assistant for HPC Parameter Sweeping Experiments
Impact of user patience on auto-scaling resource capacity for cloud services
Deciding When and How to Move HPC Jobs to the Cloud
Evaluating Auto-scaling Strategies for Cloud Computing Environments
Exploiting User Patience for Scaling Resource Capacity in Cloud Services
Patience-Aware Scheduling for Cloud Services: Freeing Users from the Chains of Boredom
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