Salamander: a Holistic Scheduling of MapReduce Jobs on Ephemeral Cloud Resources.
Mohamed HandaouiJean-Emile DartoisLaurent LemarchandJalil BoukhobzaPublished in: CCGRID (2020)
Keyphrases
- computational grids
- cloud computing
- computing resources
- distributed computing
- resource allocation
- parallel machines
- geographically distributed
- job scheduling
- resource constraints
- identical parallel machines
- scheduling problem
- private cloud
- scheduling decisions
- processing times
- scheduling strategy
- grid computing
- unrelated parallel machines
- resource consumption
- identical machines
- optimal scheduling
- minimize total
- release dates
- allocate resources
- grid environment
- precedence constraints
- resource utilization
- cloud computing platform
- resource manager
- scheduling algorithm
- release times
- cloud platform
- parallel computing
- single machine scheduling problem
- deteriorating jobs
- scheduling jobs
- weighted tardiness
- grid resource
- scheduling policies
- computing infrastructure
- cloud services
- setup times
- map reduce
- load balancing
- resource management
- computing platform
- limited resources
- fixed number
- resource requirements
- data center
- parallel processing
- wafer fabrication
- single machine
- flowshop
- round robin
- production scheduling
- batch processing
- virtual machine
- completion times
- maximum lateness
- service level agreements
- high performance data mining
- sequence dependent setup times
- batch processing machines
- resource allocation and scheduling