Distributed Out-of-Memory SVD on CPU/GPU Architectures.
Ismael BoureimaManish BhattaraiMaksim Ekin ErenNick SolovyevHristo N. DjidjevBoian S. AlexandrovPublished in: HPEC (2022)
Keyphrases
- data transfer
- memory hierarchy
- heterogeneous computing
- graphics processors
- memory bandwidth
- singular value decomposition
- intel xeon
- distributed systems
- compute intensive
- single instruction multiple data
- commodity hardware
- heterogeneous environments
- limited memory
- computing power
- multithreading
- graphics processing units
- multi threaded
- data access
- distributed environment
- cooperative
- memory management
- parallel architectures
- parallel processing
- fault tolerant
- general purpose
- memory space
- graphics hardware
- singular values
- real time
- least squares
- memory access
- gpu implementation
- computational power
- parallel implementation
- message passing
- main memory
- peer to peer
- real time embedded
- multi agent
- neural network