therandomtroll/ucn-4th-semester-project

Preventing System Failures using Log & Resource Analysis

UCN 4rd semester project - First Person Shooter School Project

Abstract

This repository contains the code for my 4th semester project for Computer Science degree at UCN. The premise of the project is to develop a machine learning solution to help prevent system failures using log analysis and resource allocation predictions. NOTE: For the sake of data confidentiality, the .csv and .json files used as datasets have been omitted

Project set-up

In order to set up the project locally, the following steps must be taken:

1. Clone the repository locally: git clone https://github.com/TheRandomTroll/ucn-4th-semester-project
2. Make sure you have Jupyter Notebook installed locally and the following packages are installed:
   • pandas
   • numpy
   • scikit-learn
   • nltk
   • tensorflow
   • matplotlib
3. Open a notebook of interest and run it.