Investigating a Dynamic Loop Scheduling with Reinforcement Learning Approach to Load Balancing in Scientific Applications.
Mahbubur RashidIoana BanicescuRicolindo CariñoPublished in: ISPDC (2008)
Keyphrases
- scheduling algorithm
- load balancing
- load balance
- scheduling policies
- reinforcement learning
- computational grids
- response time
- dynamic load balancing
- low overhead
- distributed systems
- mobile agents
- load balancing strategy
- round robin
- resource utilization
- fault tolerance
- fault tolerant
- peer to peer
- grid computing
- parallel query processing
- skewed data
- resource scheduling
- data intensive
- peer to peer systems
- intelligent agents
- optimal policy
- grid resource
- parallel database systems
- artificial intelligence