On the performance of screening invalid jobs using the policy gradient method in deadline-aware data transfer scheduling.
Tatsuya SagisakaKohei ShiomotoTakashi KurimotoPublished in: NoF (2023)
Keyphrases
- data transfer
- gradient method
- scheduling policies
- scheduling algorithm
- scheduling decisions
- response time
- policy gradient
- data access
- parallel machines
- convergence rate
- data transmission
- data flow
- step size
- file system
- scheduling problem
- optimization methods
- negative matrix factorization
- processing times
- communication networks
- data sets
- convergence speed
- data objects
- cost function