Advances, Systems and Applications
Table 8 Heterogeneous stream I-DAG workflow Stage0→n
Event | Query | Source | Map | Partition | Value | GroupBy | Join | Equal | Reduce | Core% | DISK-GB | I-DAG |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
Error | Simple | 4.9 sec | 25 sec | 38 sec | 62 sec | Bypassed | 22 sec | Yes | 63 sec | 30.5% | 0.0009% | 5-node |
Backup | Simple | 8.3 sec | 32 sec | Bypassed | 87 sec | 58 sec | Bypassed | Yes | 58 sec | 29.7% | 0.009% | 4-node |
Informaton | Simple | 7.6 sec | 26 sec | 47 sec | Bypassed | 43 sec | 12 sec | Yes | 46 sec | 28.64% | 0.0006% | 4-node |
Error | Compound | 63 sec | 68 sec | Bypassed | 49 sec | 38 sec | Bypassed | Yes | 86 sec | 31.75% | 0.0009% | 4-node |
Backup | Compound | 48 sec | 75 sec | 48 sec | Bypassed | 59 sec | 18 sec | Yes | 63 sec | 32.41% | 0.0009% | 5-node |
Information | Compound | 71 sec | 81 sec | 52 sec | 46 sec | Bypassed | 31 sec | Yes | 75 sec | 29.63% | 0.0008% | 5-node |
Error | Range | 85 sec | 49 sec | Bypassed | 71 sec | 51 sec | Bypassed | Yes | 67 sec | 30.76% | 0.0008% | 4-node |
Backup | Range | 76 sec | 57 sec | 63 sec | Bypassed | 78 sec | 37 sec | Yes | 82 sec | 29.66% | 0.0009% | 5-node |
Information | Range | 84 sec | 64 sec | Bypassed | 69 sec | 83 sec | Bypassed | Yes | 59 sec | 31.69% | 0.0006% | 4-node |
Error | String | 74 sec | 46 sec | 59 sec | Bypassed | 48 sec | 18 sec | Yes | 71 sec | 29.48% | 0.0008% | 5-node |
Backup | String | 69 sec | 39 sec | Bypassed | 41 sec | 88 sec | 34 sec | Yes | 68 sec | 30.53% | 0.0007% | 5-node |
Information | String | 82 sec | 51 sec | 61 sec | Bypassed | 49 sec | 71 sec | Yes | 84 sec | 29.83% | 0.0007% | 5-node |