Task failure resilience technique for improving the performance of MapReduce in Hadoop
MapReduce is a framework that can process huge datasets in parallel and distributed computing environments.However, a single machine failure during the runtime of MapReduce tasks can increase completion time by 50%.MapReduce handles task failures by restarting the failed task and re‐computing all input data from scratch, regardless of how much da