Steve Nyemba
fcbe36030b
refactoring data-collector
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7 年之前 | |
|---|---|---|
| src | 7 年之前 | |
| test | 7 年之前 | |
| .gitignore | 7 年之前 | |
| .gitmodules | 7 年之前 | |
| config.json | 7 年之前 | |
| init.sh | 7 年之前 | |
| install.sh | 8 年之前 | |
| readme.md | 8 年之前 | |
| requirements.txt | 7 年之前 |
readme.md
Introduction
This program is designed to monitor processes running on a linux/osx machine. It assumes logging hasn't been properly done. The program answers basic questions:
- Is a given program still running
- How much resource (memory/cpu) a program is using up
- The number of processes found
The agent will perform three basic functions :
- data collection (building up the dataset)
- classification of status for a given process:
x y z
0 0 1 idle
1 1 1 running
0 0 0 crash
with x : memory used
y : cpu usage
z : number of processes found
- Prediction of crashes using multivariate anomaly detection
This allows the learner to determine if something unusual is happening.