Distributed Out-of-Memory SVD on CPU/GPU Architectures.
Ismael BoureimaManish BhattaraiMaksim Ekin ErenNick SolovyevHristo N. DjidjevBoian S. AlexandrovPublished in: CoRR (2022)
Keyphrases
- data transfer
- memory hierarchy
- heterogeneous computing
- graphics processors
- intel xeon
- memory bandwidth
- gpu implementation
- graphics processing units
- distributed systems
- singular value decomposition
- commodity hardware
- single instruction multiple data
- cooperative
- multi agent
- multithreading
- real time
- compute intensive
- limited memory
- distributed environment
- general purpose
- heterogeneous environments
- parallel processing
- memory access
- multi threaded
- data access
- computer networks
- parallel computation
- digital signal processors
- least squares
- real time embedded
- peer to peer
- mobile agents
- level parallelism
- fault tolerant
- secondary storage
- parallel computers
- parallel programming
- computational power
- floating point
- neural network