Adaptive Pricing and Online Scheduling for Distributed Machine Learning Jobs.
Yafei WangLina SuJunmei ChenNe WangZongpeng LiPublished in: IEEE Internet Things J. (2024)
Keyphrases
- machine learning
- computational grids
- job scheduling
- parallel machines
- meeting scheduling
- online learning
- minimize total
- scheduling strategy
- unrelated parallel machines
- identical parallel machines
- precedence constraints
- processing times
- release times
- identical machines
- scheduling problem
- batch processing
- release dates
- dynamic scheduling
- scheduling algorithm
- maximum lateness
- weighted tardiness
- optimal scheduling
- single machine
- wafer fabrication
- distributed systems
- deteriorating jobs
- feature selection
- scheduling jobs
- peer to peer
- machine learning methods
- flexible manufacturing systems
- decision trees
- distributed environment
- setup times
- round robin
- load balancing
- distributed computing
- multi agent
- precedence relations
- batch processing machines
- geographically distributed
- real time
- resource constraints
- machine learning algorithms
- reinforcement learning
- learning algorithm
- data mining