説明なし

Steve L. Nyemba 886a9e1d76 finished up anomaly detection, with precision/recall @TODO: testinggit stage ../src/utils/ml.py demo.py		8 年前
src	886a9e1d76 finished up anomaly detection, with precision/recall @TODO: testinggit stage ../src/utils/ml.py demo.py	8 年前
test	886a9e1d76 finished up anomaly detection, with precision/recall @TODO: testinggit stage ../src/utils/ml.py demo.py	8 年前
.gitignore	7a5647b798 ignore file	8 年前
.gitmodules	1453d143c6 submodule handling	9 年前
config.json	10c6a911d8 RESTful interface using flask	9 年前
readme.md	c8fd8ac20a documentation and roadmap	9 年前
requirements.txt	f2e36701d8 using couchdb as store	9 年前

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 anomaly detection

readme.md

Introduction