Advances, Systems and Applications
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 | - | - | - |