CoLeCTs: Cooperative Learning Classifier Tables for Resource Management in MPSoCs

Keyphrases

• Learning Classifiers 100%
• Resource Manager 100%
• Cooperative Learning 100%
• Learning Agents 50%
• Controller 25%
• Reinforcement Learning 25%
• Power Consumption 25%
• Learning-based 25%
• Performance Requirements 25%
• Multi-processor System-on-chip (MPSoC) 25%
• Increasing Complexity 25%
• Clock Frequency 25%
• Task Mapping 25%
• Dynamic Resources 25%
• Trace-driven Simulation 25%
• Performance Targets 25%
• Heterogeneous Applications 25%
• Local Performance 25%
• Art Resources 25%
• Voltage Mapping 25%
• Cooperative Decision Making 25%
• Frequency Mapping 25%
• Assignment Function 25%
• Joint Payoff 25%
• Collaborative Information Exchange 25%
• Multiple Learning 25%

Computer Science

• Resource-Manager 100%
• Learning Agent 50%
• Reinforcement Learning 25%
• Power Consumption 25%
• Multi-Processor System-on-Chip 25%
• Research Community 25%
• Emerging Application 25%
• Decision-Making 25%
• Performance Requirement 25%
• Clock Frequency 25%