Predicting Dynamic Memory Requirements for Scientific Workflow Tasks

This repository contains the source code for our paper Predicting Dynamic Memory Requirements for Scientific Workflow Tasks.

BibTex

@inproceedings{baderDiedrichPredictDynamicMemoryRequ2023,
title = {Predicting Dynamic Memory Requirements for Scientific Workflow Tasks},
author = {Jonathan Bader and Nils Diedrich and Lauritz Thamsen and Odej Kao},
year = {2023},
booktitle = {2023 IEEE International Conference on Big Data (Big Data)}
}

Getting Started

Installation

pip install jupyterlab
pip install -r requirements.txt

Download Traces

k-segments-traces

Start Environment

jupyter-lab

Open simulation.ipynb