Breaking the Memory Wall: A Study of I/O Patterns and GPU Memory Utilization for Hybrid CPU-GPU Offloaded Optimizers.
Avinash MauryaJie YeM. Mustafa RafiqueFranck CappelloBogdan NicolaePublished in: CoRR (2024)
Keyphrases
- data transfer
- graphics processors
- intel xeon
- memory bandwidth
- main memory
- real time
- compute intensive
- graphics processing units
- heterogeneous computing
- memory requirements
- virtual memory
- gpu implementation
- limited memory
- memory size
- memory usage
- gpu accelerated
- secondary storage
- storage devices
- computational power
- parallel processing
- data access
- data mining
- neural network
- graphics hardware
- garbage collection
- parallel programming
- random access
- pattern mining
- single instruction multiple data