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Benchmarks for various multi-party computation frameworks

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This repository contains Docker containers used for the benchmarks in the paper about MP-SPDZ. It is based on work by Hastings et al.

Usage

First set up Docker by running the following in the sub-directory named after a framework:

docker build -t <framework> .

The setup script will already run the benchmarks. However, traffic control requires extra permissions, so for the benchmarks including WAN setting run the container as follows:

docker run --cap-add=NET_ADMIN -it <framework>

Then you can run the benchmarking script, by calling bash run.sh or bash run-<protocol>.sh. The latter is for framework implementing several protocols. See the directory listing for the options. All scripts first run the benchmark twice without network restrictions and then twice in a WAN setting with 100ms RTT and 100 Mbps bandwidth.

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