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Steve L. Nyemba a374e06721 added cpu/memory on same chart and download of requirements file in virtual environment analysis @TODO: multivariate anomaly detection		8 tahun lalu
src	a374e06721 added cpu/memory on same chart and download of requirements file in virtual environment analysis @TODO: multivariate anomaly detection	8 tahun lalu
test	9f4de32eb1 removing junk files	9 tahun lalu
.gitignore	7a5647b798 ignore file	8 tahun lalu
.gitmodules	1453d143c6 submodule handling	9 tahun lalu
config.json	10c6a911d8 RESTful interface using flask	9 tahun lalu
readme.md	c8fd8ac20a documentation and roadmap	9 tahun lalu
requirements.txt	f2e36701d8 using couchdb as store	9 tahun lalu

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