VM Scaling and Load Balancing via Cost Optimal MDP Solution.
Mark ShifrinRoy MitranyErez BitonOmer GurewitzPublished in: IEEE Trans. Cloud Comput. (2022)
Keyphrases
- load balancing
- dynamic load balancing
- optimal solution
- distributed systems
- fault tolerance
- average cost
- fault tolerant
- grid computing
- load distribution
- round robin
- peer to peer
- scheduling policies
- parallel database systems
- total cost
- load balance
- low overhead
- markov decision processes
- optimal policy
- artificial intelligence
- dynamic programming
- peer to peer systems
- load balancing strategy
- resource scheduling
- resource utilization
- data replication
- distributed computing
- virtual machine
- cost sensitive
- state space
- reinforcement learning