When will my ML Job finish? Toward providing Completion Time Estimates through Predictability-Centric Scheduling.
Abdullah Bin FaisalNoah MartinHafiz Mohsin BashirSwaminathan LamelasFahad R. DogarPublished in: OSDI (2024)
Keyphrases
- job scheduling
- job shop
- scheduling problem
- identical parallel machines
- identical machines
- release times
- maximum likelihood
- deteriorating jobs
- scheduling jobs
- batch processing
- release dates
- round robin
- single machine
- resource allocation
- processing times
- scheduling algorithm
- flexible manufacturing systems
- data sets
- flowshop
- maximum lateness
- scheduling decisions
- setup times
- real time database systems
- em algorithm
- evolutionary algorithm
- genetic algorithm