GNNDrive: Reducing Memory Contention and I/O Congestion for Disk-based GNN Training.
Qisheng JiangLei JiaChundong WangPublished in: ICPP (2024)
Keyphrases
- main memory
- external memory
- input output
- garbage collection
- secondary storage
- data structure
- internal memory
- memory space
- data transfer
- memory requirements
- training phase
- memory usage
- training set
- concurrency control
- neural network
- test set
- ip networks
- index structure
- resource consumption
- training examples
- memory management
- wireless sensor networks
- artificial neural networks
- virtual memory
- disk accesses
- disk access