Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching.
Yeonhong ParkSunhong MinJae W. LeePublished in: Proc. VLDB Endow. (2022)
Keyphrases
- single machine
- neural network training
- scheduling problem
- processing times
- earliness tardiness
- neural network
- maximum lateness
- total weighted tardiness
- release dates
- training algorithm
- minimize total
- release times
- scheduling jobs
- sequence dependent setup times
- single machine scheduling problem
- weighted number of tardy jobs
- number of late jobs
- dynamic programming
- deteriorating jobs
- shortest processing time
- optimization method
- special case
- machine learning
- genetic programming
- np hard
- evolutionary algorithm