paullj1 / d-plg

Adaptive Failure Prediction - Domain Controller: This is the public repository for an approach to doing failure prediction in Microsoft Windows Servers

Distributed PowerShell Load Generator (D-PLG)

The purpose of these scripts is to create a realistic workload for a Microsoft Windows server to perform. The primary purpose of this workload generator was to assist in the generation of realistic failure data to train statistical machine learning algorithms to predict failure.

Publication

P. Jordan, C. Van Patten, G. Peterson, and A. Sellers, “Distributed powershell load generator (D-PLG): A new tool for dynamically generating network traffic,” in Proceedings of the 6th International Conference on Simulation and Modeling Methodologies, Technologies, and Applications (SIMULTECH 2016), pp. 195–202, July 2016.

See also

Windows Software Fault Injection Tool (W-SWFIT)

Contact

[email protected]

Disclaimer

APPROVED FOR PUBLIC RELEASE; DISTRIBUTION UNLIMITED

The views expressed in this document are those of the author and do not reflect the official policy or position of the United States Air Force, the United States Department of Defense or the United States Government.

This material is declared a work of the U.S. Government and is not subject to copyright protection in the United States.