Online scheduling of heterogeneous distributed machine learning jobs.
Qin ZhangRuiting ZhouChuan WuLei JiaoZongpeng LiPublished in: MobiHoc (2020)
Keyphrases
- heterogeneous distributed
- machine learning
- job scheduling
- parallel machines
- scheduling problem
- minimize total
- unrelated parallel machines
- identical parallel machines
- release times
- scheduling strategy
- processing times
- identical machines
- online learning
- release dates
- computational grids
- optimal scheduling
- deteriorating jobs
- flowshop
- setup times
- batch processing
- weighted tardiness
- learning algorithm
- decision trees
- precedence constraints
- scheduling algorithm
- single machine scheduling problem
- scheduling jobs
- maximum lateness
- sequence dependent setup times
- single machine
- scheduling policies
- wafer fabrication
- feature selection
- list scheduling
- computer science
- online algorithms
- natural language processing
- precedence relations
- text classification
- knowledge acquisition
- machine learning methods
- text mining
- job shop
- fixed number
- artificial intelligence
- real time
- completion times
- batch processing machines