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Steve L. Nyemba 8c47d28c44
@TODO: compute slope
9 years ago
src @TODO: compute slope 9 years ago
test @TODO: compute slope 9 years ago
.gitignore ignore file 10 years ago
.gitmodules submodule handling 10 years ago
config.json RESTful interface using flask 10 years ago
readme.md some documentation 10 years ago
requirements.txt test cases and requirements 10 years ago

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.