THis repository contains the source code to reproduce some of the experimental outcomes of the paper:

Karn, Rupesh Raj, Prabhakar Kudva, and Ibrahim Abe M. Elfadel. "Dynamic autoselection and autotuning of machine learning models for cloud network analytics." IEEE Transactions on Parallel and Distributed Systems 30, no. 5 (2018): 1052-1064.

UNSW-NB15 dataset can be downloaded from

https://www.unsw.adfa.edu.au/unsw-canberra-cyber/cybersecurity/ADFA-NB15-Datasets/

Download the UNSW_NB15_training-set.csv and UNSW_NB15_testing-set.csv files.

Each of the .py files is independent and can be run on its own.