Data, analysis, and figures for the SC23 ProxyStore paper titled "Accelerating Communications in Federated Applications with Transparent Object Proxies". Read the preprint at https://arxiv.org/abs/2305.09593.
$ virtualenv venv
$ . venv/bin/activate
$ pip install -r requirements.txt
$ jupyter-labEach experiment is in its own Jupyter Notebook. Notebooks are prefixed by a number to organize them in logical order (i.e., the order in which they appear in the paper).
The data used by the notebooks (logs, CSVs, etc.) is placed in the data/
directory and figures should be output to figures/.
Our analysis of the raw data can be found in the provided notebooks.
In addition, a Dockerfile and instructions for running
mini versions of some of the experiments are provided in sc23-ae/.