On-demand, Spot, or Both: Dynamic Resource Allocation for Executing Batch Jobs in the Cloud.
Ishai MenacheOhad ShamirNavendu JainPublished in: ICAC (2014)
Keyphrases
- dynamic resource allocation
- cloud computing
- batch size
- batch processing
- wafer fabrication
- resource allocation
- processing times
- batch mode
- job scheduling
- data center
- poisson process
- service providers
- allocation policies
- distributed computing
- single item
- data management
- parallel machines
- single machine scheduling problem
- computing infrastructure
- scheduling problem
- neural network
- preemptive scheduling
- identical machines
- cloud services
- computational grids
- release dates
- virtual machine
- flowshop
- objective function