Hierarchical Resource Partitioning on Modern GPUs: A Reinforcement Learning Approach

Keyphrases

• Resource Partitioning 100%
• Co-scheduling 100%
• Reinforcement Learning Approach 100%
• Reinforcement Learning 33%
• Resource Utilization 33%
• Time-sharing 33%
• Concurrency 33%
• Maximum Throughput 33%
• Memory Bandwidth 33%
• Throughput Improvement 33%
• Computational Memory 33%
• GPU-based 33%
• Hierarchical Manner 33%
• Technological Trends 33%
• NVIDIA GPU 33%
• Computational Throughput 33%
• Heterogeneous Architectures 33%
• Data Parallelism 33%
• Group Selection 33%
• Hierarchical Partition 33%
• Multi-instance 33%
• HPC Cluster 33%
• Logical Partition 33%
• Multi-Process Service 33%

Computer Science

• Reinforcement Learning 100%
• Learning Approach 100%
• Graphics Processing Unit 100%
• Concurrency 12%
• Hierarchical Manner 12%
• Single Program 12%
• Heterogeneous Architecture 12%
• Level Parallelism 12%
• Service Process 12%
• Experimental Result 12%
• Memory Bandwidth 12%
• Resource Utilisation 12%
• Logical Partitioning 12%