Understanding Synchronization Costs for Distributed ML on Transient Cloud Resources.
Pradeep AmbatiDavid E. IrwinPrashant J. ShenoyLixin GaoAhmed Ali-EldinJeannie R. AlbrechtPublished in: IC2E (2019)
Keyphrases
- heterogeneous environments
- distributed systems
- maximum likelihood
- cloud computing
- computing infrastructure
- distributed environment
- computational grids
- geographically distributed
- multi agent
- resource sharing
- limited resources
- resource consumption
- computing resources
- computing environments
- private cloud
- remote sites
- cooperative
- cloud platform
- map reduce
- resource requirements
- web services
- resource management
- computer networks
- steady state
- uniform access
- data repositories
- interprocess communication
- cloud services
- distributed processing
- computing platform
- distributed computing
- fault tolerant
- database systems