Da Wang

Efficient Straggler Replication in Large-Scale Parallel Computing

2019 · ACM Transactions on Modeling and Performance Evaluation of Computing Systems

In a cloud computing job with many parallel tasks, the tasks on the slowest machines (straggling tasks) become the bottleneck in the job completion. Computing frameworks such as MapReduce and Spark tackle this by replicating …