8 citations · 12 across the 2 of their papers we have counts for
2 papers
cs.DC2014★ 4 cited
OS4M: Achieving Global Load Balance of MapReduce Workload by Scheduling at the Operation Level
Liya Fan, Bo Gao, Fa Zhang +1
The efficiency of MapReduce is closely related to its load balance. Existing works on MapReduce load balance focus on coarse-grained scheduling. This study concerns fine-grained sc…
cs.DC2014★ 8 cited
Improving the Load Balance of MapReduce Operations based on the Key Distribution of Pairs
Liya Fan, Bo Gao, Xi Sun +2
Load balance is important for MapReduce to reduce job duration, increase parallel efficiency, etc. Previous work focuses on coarse-grained scheduling. This study concerns fine-grai…