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. https://www.chiggate.com/