Research Article

Log Pattern Mining for Distributed System Maintenance

Table 1

Log file example indicating a meaningful pattern.

Event typeTimestampLog message

1322018-07-05 16:25:03,718StateChange: BLOCK allocate blk_1073741825_1001 for /hbase/.tmp/hbase.version
1342018-07-05 16:25:03,959BlockStateChange: BLOCK addStoredBlock: blockMap updated: 10.141.208.49:50010 is added to blk_1073741825_1001
1342018-07-05 16:25:03,961BlockStateChange: BLOCK addStoredBlock: blockMap updated: 10.141.208.43:50010 is added to blk_1073741825_1001
1342018-07-05 16:25:03,988BlockStateChange: BLOCK addStoredBlock: blockMap updated: 218.193.132.35:50010 is added to blk_1073741825_1001