Adaptive Scheduling Parallel Jobs with Dynamic Batching in Spark Streaming.
Dazhao ChengXiaobo ZhouYu WangChangjun JiangPublished in: IEEE Trans. Parallel Distributed Syst. (2018)
Keyphrases
- identical machines
- scheduling problem
- parallel machines
- release dates
- single machine
- precedence constraints
- scheduling jobs
- batch processing machines
- setup times
- batch processing
- processing times
- unrelated parallel machines
- job scheduling
- identical parallel machines
- flowshop
- maximum lateness
- single machine scheduling problem
- minimize total
- sequence dependent setup times
- dynamic environments
- multiprocessor systems
- data streams
- real time
- wafer fabrication
- weighted tardiness
- dynamically adjust
- computational grids
- parallel computing
- scheduling algorithm
- scheduling strategy
- parallel processors
- shared memory
- distributed memory
- parallel implementation