Improved MapReduce Load Balancing through Distribution-Dependent Hash Function Optimization.
Zafar AhmadSharmila DuppalaRezaul ChowdhurySteven SkienaPublished in: ICPADS (2020)
Keyphrases
- load balancing
- function optimization
- evolutionary algorithm
- dynamic load balancing
- distributed systems
- fault tolerance
- grid computing
- ant colony optimization
- peer to peer
- parallel database systems
- learning problems
- genetic algorithm
- load balancing strategy
- load balance
- mobile agents
- bayesian learning
- data sets
- mutation operator
- skewed data
- distributed computing
- cloud computing
- low overhead
- learning tasks
- data distribution
- fitness function
- reinforcement learning
- decision trees
- load balancing strategies