ShmCaffe: A Distributed Deep Learning Platform with Shared Memory Buffer for HPC Architecture.
Shin-Young AhnJoongheon KimEunji LimWan ChoiAziz MohaisenSungwon KangPublished in: ICDCS (2018)
Keyphrases
- shared memory
- learning platform
- multi processor
- memory access
- parallel architecture
- message passing
- interprocess communication
- parallel execution
- parallel algorithm
- parallel computing
- commodity hardware
- parallel computers
- heterogeneous platforms
- distributed memory
- distributed systems
- high performance computing
- graphic processing unit
- learning environment
- learning materials
- multithreading
- learning activities
- single processor
- parallel programming
- distributed environment
- parallel architectures
- mobile agents
- fault tolerance
- message passing interface
- peer to peer
- operating system
- distributed computing
- data transfer
- belief propagation
- shared memory multiprocessor