Online Scheduling of Machine Learning Jobs in Edge-Cloud Networks.
Jingping SheNe WangRuiting ZhouChen TianPublished in: NaNA (2021)
Keyphrases
- machine learning
- parallel machines
- scheduling problem
- identical parallel machines
- minimize total
- job scheduling
- unrelated parallel machines
- scheduling algorithm
- scheduling strategy
- release dates
- online learning
- optimal scheduling
- wafer fabrication
- real time
- identical machines
- computational grids
- machine learning algorithms
- learning algorithm
- precedence relations
- cloud computing
- edge detection
- batch processing
- scheduling policies
- setup times
- precedence constraints
- release times
- complex networks
- social networks
- processing times
- list scheduling
- weighted tardiness
- batch processing machines
- deteriorating jobs
- maximum lateness
- single machine scheduling problem
- edge information
- single machine
- resource allocation
- response time
- completion times
- fixed number
- weighted graph
- flowshop
- branch and bound algorithm
- data mining