Hare: Exploiting Inter-job and Intra-job Parallelism of Distributed Machine Learning on Heterogeneous GPUs.
Fahao ChenPeng LiCelimuge WuSong GuoPublished in: HPDC (2022)
Keyphrases
- machine learning
- general purpose
- heterogeneous networks
- parallel processing
- distributed information systems
- loosely coupled
- distributed systems
- cooperative
- commodity hardware
- single machine scheduling problem
- computational power
- real time
- text classification
- distributed environment
- processing times
- machine learning methods
- heterogeneous data
- computer vision
- artificial intelligence
- heterogeneous databases
- job satisfaction
- parallel execution
- job search
- learning algorithm
- pattern recognition