Adaptive scheduling of parallel jobs in spark streaming.
Dazhao ChengYuan ChenXiaobo ZhouDaniel GmachDejan S. MilojicicPublished in: INFOCOM (2017)
Keyphrases
- identical machines
- parallel machines
- batch processing machines
- processing times
- scheduling problem
- single machine
- job scheduling
- maximum lateness
- unrelated parallel machines
- precedence constraints
- scheduling strategy
- minimize total
- setup times
- data streams
- release dates
- identical parallel machines
- scheduling jobs
- weighted tardiness
- scalable video
- deteriorating jobs
- scheduling algorithm
- optimal scheduling
- parallel processors
- multiprocessor systems
- streaming data
- distributed memory
- sequence dependent setup times
- polynomial time approximation
- round robin
- flowshop
- resource allocation
- precedence relations
- release times
- information systems
- wafer fabrication
- np hard
- scheduling policies
- load balancing
- end to end
- parallel processing
- parallel computing
- batch processing
- job shop