Acceleration and Efficiency Warranty for Distributed Machine Learning Jobs over Data Center Network with Optical Circuit Switching.
Cen WangNoboru YoshikaneFilippos BalasisTakehiro TsuritaniPublished in: OFC (2021)
Keyphrases
- data center
- machine learning
- distributed network
- peer to peer
- cloud computing
- computer networks
- disaster recovery
- optical burst switching
- mission critical
- switched networks
- distributed systems
- communication cost
- virtual machine
- high density
- cost effective
- energy consumption
- wireless sensor networks
- communication networks
- optical networks
- energy efficiency
- distributed environment
- data mining
- high speed
- fault tolerant
- real time
- distribution network
- resource manager
- processing times
- carbon dioxide
- business continuity
- tunnel diode