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Steve L. Nyemba 8ecca833b3
minor changes in api endpoint handling and interface 		7 years ago
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.gitignore refactoring data-collector 7 years ago
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config.json minor changes in api endpoint handling and interface 7 years ago
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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.