"and Cluster Computing"

Enhancing MapReduce Fault Recovery Through Binocular Speculation

MapReduce speculation plays an important role in finding potential task stragglers and failures. But a tacit dichotomy exists in MapReduce due to its inherent two-phase (map and reduce) management scheme in which map tasks and reduce tasks have …