Research Article

Diverse Mobile System for Location-Based Mobile Data

Table 3

Measured and .

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