Runtime Concurrency Control and Operation Scheduling for High Performance Neural Network Training.
Jiawen LiuDong LiGokcen KestorJeffrey S. VetterPublished in: CoRR (2018)
Keyphrases
- concurrency control
- neural network training
- real time database systems
- deadlock free
- real time databases
- neural network
- timing constraints
- database systems
- training algorithm
- distributed databases
- multidatabase systems
- fine grained
- database management systems
- distributed database systems
- method invocation
- nested transactions
- transaction processing
- scheduling algorithm
- b tree
- multiple versions
- transaction management
- concurrent execution
- concurrency control protocols
- optimization method
- artificial intelligence
- database
- real time
- learning algorithm
- feature selection
- decision trees
- transaction model
- artificial neural networks
- resource constraints
- query processing