diamond-miner 0.1.13

High-speed, Internet-scale, load-balanced paths discovery.

Diamond-Miner 💎

D-Miner is the first Internet-scale system that captures a multipath view of the topology. By combining and adapting state-of-the-art multipath detection and high speed randomized topology discovery techniques, D-Miner permits discovery of the Internet’s multipath topology in 2.5 days¹ when probing at 100kpps. [1]

¹ As of v0.1.0, diamond-miner can discover the multipath topology in less than a day when probing at 100k pps.

🚀 Quickstart

Diamond-Miner is implemented as a Python library which computes the probes to send. To actually send the probes, we recommend Caracal but you can use the tool of your liking, such as yarrp or scamper as long as you convert its output to the expected format described in the documentation.

To get started, install Diamond-Miner and head over to the documentation:

pip install diamond-miner

Publications

Diamond-Miner has been presented and published at NSDI 2020. Since then, the code has been refactored and separated in the diamond-miner and caracal repositories. The code as it was at the time of the publication is available in the diamond-miner-cpp and diamond-miner-wrapper repositories.

If you use Diamond-Miner, please cite the following paper:

@inproceedings {DiamondMiner2020,
  author = {Kevin Vermeulen and Justin P. Rohrer and Robert Beverly and Olivier Fourmaux and Timur Friedman},
  title = {Diamond-Miner: Comprehensive Discovery of the Internet{\textquoteright}s Topology Diamonds },
  booktitle = {17th {USENIX} Symposium on Networked Systems Design and Implementation ({NSDI} 20)},
  year = {2020},
  isbn = {978-1-939133-13-7},
  address = {Santa Clara, CA},
  pages = {479--493},
  url = {https://www.usenix.org/conference/nsdi20/presentation/vermeulen},
  publisher = {{USENIX} Association},
  month = feb,
}

Authors

Diamond-Miner is developed and maintained by the Dioptra group at Sorbonne Université in Paris, France. The initial version has been written by Kévin Vermeulen, with subsequents refactoring and improvements by Maxime Mouchet and Matthieu Gouel.

References

[1] Vermeulen, Kevin, et al. "Diamond-Miner: Comprehensive Discovery of the Internet's Topology Diamonds." 17th USENIX Symposium on Networked Systems Design and Implementation (NSDI 20). 2020.

License & Dependencies

This software is released under the MIT license, in accordance with the license of its dependencies.

Name	License	Usage
aioch	MIT	Interacting with ClickHouse
clickhouse-driver	MIT	Interacting with ClickHouse
pygfc	MIT	Generating random permutations
python-zstandard	3-clause BSD	Compression