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Advances, Systems and Applications

Journal of Cloud Computing Cover Image

Table 2 Hadoop framework based workloads - NHM vs. ATOM latency and throughput

From: Hadoop and memcached: Performance and power characterization and analysis

Workloads NHM time (sec) ATOM time (sec) Speedup Ratio (NHM vs. ATOM) Throughput (tasks completed/min) NHM Throughput (tasks completed/min) ATOM Speedup Ratio(NHM vs. ATOM)
Wordsort 790 2901 3.67X 219.5 32.5 6.75X
Wordcount 455 5717 12.5X 156.1 12.3 12.69X
Terasort 3458 28891 8.35X 184.2 18.5 9.95X
NutchIndexing 218 1834 8.4X - - -
Kmeans 940 11310 12.03X - - -