Marius++: Large-Scale Training of Graph Neural Networks on a Single Machine.
Roger WaleffeJason MohoneyTheodoros RekatsinasShivaram VenkataramanPublished in: CoRR (2022)
Keyphrases
- single machine
- neural network
- scheduling problem
- processing times
- total tardiness
- maximum lateness
- earliness tardiness
- total weighted tardiness
- release dates
- minimize total
- release times
- rolling horizon
- scheduling jobs
- competitive ratio
- sequence dependent setup times
- production scheduling
- number of late jobs
- learning effect
- setup times
- graph structure
- weighted tardiness
- dynamic programming
- weighted graph
- bipartite graph
- single machine scheduling problem
- deteriorating jobs
- weighted number of tardy jobs
- np hard
- precedence constraints
- identical machines
- graph model
- online learning