Research Article
Diverse Mobile System for Location-Based Mobile Data
| | | Amazon S3 and EMR |
| | | (ms) | (ms) |
| Uncompressed | Row | 85.02 | 32689 | Col | N/A | N/A |
| Snappy | Row | 90.24 | 30187 | Col | 56.98 | 30518 |
| Gzip | Row | 90.65 | 28698 | Col | 51.72 | 28725 |
| LZMA2 | Row | 54.39 | 29029 | Col | 38.69 | 29609 |
| | | Local Hadoop Cluster |
| | | (ms) | (ms) |
| Uncompressed | Row | 606.78 | 5312 | Col | N/A | N/A |
| Snappy | Row | 598.84 | 5316 | Col | 175.75 | 4150 |
| Gzip | Row | 488.32 | 5349 | Col | 177.15 | 4427 |
| LZMA2 | Row | 265.41 | 5244 | Col | 159.98 | 4551 |
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