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Model Swapping

Authors: Patrick Lavin, Jonathan Beard

This repository contains all code and data needed to reproduce the results and plots from our PMBS 2020 submission.

You can find information on using the simulator in ModelSwapping.ipynb. You can find the code to produce our plots in CollectDataPMBS20.ipybb. This simulator is derived from SVE-Cachesim.

You can find our custom version of Meabo in trace-generation/

You can find the Meabo traces (generated by DynamoRIO memtrace) in traces/.

You can find the simulator output used for this project in DataPMBS20/, as well out the plots themselves.

You can find the plots for the paper in DataPMBS20/. This is also where simulation data should live, but it is too big for github. See DataPMBS20/MISSINGFILES.md/ for more.

Some Notes

  • Cloning this project requires git lfs.

  • Help information is available for most of the classes and functions in this project. For instance, you can use help(PhaseDetector.PhaseDetector) to get info on using the PhaseDetector class.

  • This project have some extra python dependencies but they should all be readily available with pip. You will need numpy, pandas, numba, and bitvec.