Scheduling heterogeneous MapReduce jobs for efficiency improvement in enterprise clusters.
Yi YaoJianzhe TaiBo ShengNingfang MiPublished in: IM (2013)
Keyphrases
- parallel machines
- release dates
- job scheduling
- scheduling strategy
- minimize total
- processing times
- identical machines
- scheduling algorithm
- single machine
- identical parallel machines
- scheduling problem
- setup times
- scheduling jobs
- batch processing
- optimal scheduling
- maximum lateness
- data points
- grid environment
- computational complexity
- data analytics
- cost reduction
- unrelated parallel machines
- precedence constraints
- parallel processing
- cluster analysis
- resource allocation
- cloud computing
- completion times
- round robin
- computational grids
- distributed computing
- flowshop
- fuzzy clustering
- release times
- weighted tardiness
- lower bound
- clustering algorithm