CSRA: An Efficient Resource Allocation Algorithm in MapReduce Considering Data Skewness.
Ling QiZhuo TangYunchuan QinYu YePublished in: KSEM (2015)
Keyphrases
- resource allocation
- data sets
- input data
- optimal solution
- np hard
- learning algorithm
- computational complexity
- worst case
- dynamic programming
- combinatorial auctions
- objective function
- resource usage
- resource allocation problems
- large scale data sets
- temporal constraints
- solution quality
- cloud computing
- linear programming
- simulated annealing