Runtime Concurrency Control and Operation Scheduling for High Performance Neural Network Training.
Jiawen LiuDong LiGokcen KestorJeffrey S. VetterPublished in: IPDPS (2019)
Keyphrases
- concurrency control
- neural network training
- real time database systems
- deadlock free
- real time databases
- timing constraints
- database systems
- distributed databases
- neural network
- training algorithm
- distributed database systems
- fine grained
- nested transactions
- transaction processing
- database management systems
- scheduling algorithm
- concurrent execution
- multidatabase systems
- b tree
- optimization method
- method invocation
- multiple versions
- real time systems
- transaction management
- concurrency control protocols
- particle swarm optimisation
- data sources
- database
- management system
- data model