Accelerating Distributed Machine Learning in Disaggregated Architectures with Flexible Optically Interconnected Computing Resources.
Shijia YanZiyi ZhuMadeleine Strom GlickZhenguo WuKeren BergmanPublished in: OFC (2022)
Keyphrases
- computing resources
- geographically distributed
- machine learning
- load balance
- cloud computing
- limited resources
- grid computing
- resource management
- multi core processors
- distributed systems
- distributed computing
- learning algorithm
- lightweight
- virtual machine
- peer to peer
- data analysis
- network resources
- network bandwidth
- load balancing
- distributed environment
- database
- heterogeneous environments
- decision trees
- artificial intelligence
- data mining
- machine learning methods
- mobile agents
- cooperative
- multi agent
- computational intelligence
- high performance computing
- data sets