| No. of week | Week Period | Planned Activities | Completed Activities | Comments |
|---|
| 1 | 2022/07/18 - 2022/07/22 | Technical: - Paper investigation
- Read the paper A Survey on Automated Log Analysis for Reliability Engineering
- Conclude main procedures and popular techniques used in modern software system log analysis
| 1a, 1b | Information is concluded in the file Article Review-V0721.pdf |
| 2 | 2022/07/25 - 2022/07/29 | Technical: - Based on the last few datasets of the paper, sort out the log processing process to see what processing steps are required and the corresponding algorithm application principles.
- Investigate more on the specific requirements of datasets, and see whether the existing datasets satisfy the need for research
- Research status of several scenarios of log mining and analysis of bottleneck points, and the future trend of log analysis
| 2, 3 | Information is concluded in the file Log Analysis Procedure-V0728.pdf |
| 3 | 2022-/08-/01 - 2022-/08-/05 | 1 | Due to the lack of efficient source code, the recurrence cannot be fulfilled at present Information is concluded in the file Log Analysis Procedure-V0804.pdf |
| 4 | 2022-/08-/08 - 2022-/08-/13 | Technical: - Focusing on the HDFS dataset to recurrent the entire processing procedure
| Processing- Finish investigation of all the methods used in Log Analysis
| 2 | Information is concluded in the file Log Analysis Procedure-V0811.pdf |
| 5 | 2022/08/15 - 2022/08/19 | Technical: - Start recurrency based on HDFS dataset (HDFS dataset from https://github.com/logpai/loghub/) and DeepLog method (https://dl.acm.org/doi/abs/10.1145/3133956.3134015)
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