PowerCoord: Power capping coordination for multi-CPU/GPU servers using reinforcement learning.
Reza AzimiChao JingSherief RedaPublished in: Sustain. Comput. Informatics Syst. (2020)
Keyphrases
- reinforcement learning
- multi agent reinforcement learning
- multi agent
- multithreading
- graphics processors
- graphics processing units
- gpu implementation
- cooperative
- power consumption
- machine learning
- real time
- cooperative multi agent systems
- information sharing
- markov decision processes
- reinforcement learning algorithms
- learning process
- state space
- heterogeneous computing
- arrival rate
- databases
- temporal difference
- parallel computing
- parallel implementation
- optimal policy
- parallel computation
- multiagent learning
- parallel processing
- multiagent systems
- general purpose