1.一共有七種可用的代碼,包括(SLCT嗜桌、IPLoM奥溺、LKE、LogSig骨宠、POP浮定、DrainV1相满、Drain),每種代碼都對應(yīng)著一篇論文桦卒。
2.SLCT (Simple Logfile Clustering Tool):A Data Clustering Algorithm for Mining Patterns from Event Logs(SLCT is wrapped around on theC source codeprovided by the author.)
IPLoM (Iterative Partitioning Log Mining):A Lightweight Algorithm for Message Type Extraction in System Application Logs
LKE (Log Key Extraction):Execution Anomaly Detection in Distributed Systems through Unstructured Log Analysis
LogSig:LogSig: Gnerating System Events from Raw Textual Logs
POP:Towards Automated Log Parsing for Large-Scale Log Data Analysis
DrainV1:Drain: An Online Log Parsing Approach with Fixed Depth Tree
Drain:A Directed Acyclic Graph Approach to Online Log Parsing, extended from DrainV1.
代碼位置均在文件夾 :https://github.com/logpai/logparser/tree/master/logparser
數(shù)據(jù):具體方法多運用多種數(shù)據(jù)集立美,目前給出的數(shù)據(jù)集有11種,位置在 https://github.com/logpai/logparser/tree/master/data