A Scheduling Algorithm for Hadoop MapReduce Workflows with Budget Constraints in the Heterogeneous Cloud.
Andrew WylieWei ShiJean-Pierre CorriveauYang WangPublished in: IPDPS Workshops (2016)
Keyphrases
- scheduling algorithm
- cloud computing
- budget constraints
- map reduce
- mapreduce framework
- data analytics
- grid environment
- quasi linear
- response time
- distributed computing
- computing resources
- cloud computing platform
- scheduling strategy
- data center
- big data
- data management
- open source
- computational grids
- multi unit
- web services
- business models
- scheduling policies
- bidding strategies
- multi agent systems
- case study
- test bed
- parallel computation
- quality of service