DRJLRA: A Deep Reinforcement Learning-Based Joint Load and Resource Allocation in Heterogeneous Coded Distributed Computing.
Ali Reza HeidarpourMaryam Haghighi ArdakaniMasoud ArdakaniChintha TellamburaPublished in: PIMRC (2023)
Keyphrases
- resource allocation
- distributed computing
- reinforcement learning
- fault tolerance
- grid computing
- grid environment
- load balancing
- distributed systems
- distributed environment
- resource sharing
- cloud computing
- mobile agents
- geographically distributed
- resource management
- resource allocation problems
- peer to peer
- machine learning
- optimal policy
- optimal resource allocation
- distributed computing systems
- computing platform
- mobile communications
- virtual machine
- resource allocation decisions
- cloud computing environment
- virtual organization
- reinforcement learning algorithms
- scarce resources
- fault tolerant
- markov decision processes
- allocation strategies
- state space
- distributed resource allocation
- allocation problems
- load balance
- distributed data mining
- dynamic resource allocation
- computing resources
- combinatorial auctions
- multi agent
- database systems
- learning algorithm