poster

Poster: A Dataset on Peering Policies of Autonomous Systems

Authors:

Martin Thodi,

Josiah Chavula,

Amreesh PhokeerAuthors Info & Claims

IMC '24: Proceedings of the 2024 ACM on Internet Measurement Conference

Pages 761 - 762

https://doi.org/10.1145/3646547.3689667

Published: 04 November 2024 Publication History

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Abstract

This paper presents a methodology for extracting and structuring information from Internet Autonomous Systems peering policy documents using natural language processing techniques. We trained a named entity recognition model to identify and extract key entities related to peering practices. The resulting structured dataset, made publicly available, provides valuable insights into autonomous system peering requirements, preferences, and routing practices. This dataset serves as a foundation for understanding and modelling the peer selection processes of autonomous systems on the Internet. Our ongoing work focuses on developing a policy-aware approach to select peering partners based on compatibility scores derived from the extracted policy requirements.

References

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CAIDA. 2024. PeeringDB Archive. https://www.caida.org/catalog/datasets/peeringdb/. (Accessed on 05/13/2024).

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FyfeWeb. 2024. FyfeWeb Peering Policy. https://fyfeweb.com/downloads/legal/peering-policy.pdf. (Accessed on 07/10/2024).

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[3]

Matthew Honnibal, Ines Montani, Sofie Van Landeghem, and Adriane Boyd. 2020. spaCy: Industrial-strength Natural Language Processing in Python. (2020). https://doi.org/10.5281/zenodo.1212303

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Microsoft. 2024. Fast and reliable end-to-end testing for modern web apps | Playwright Python. https://playwright.dev/python/. (Accessed on 07/10/2024).

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William Norton. 2014. The Internet Peering Playbook: Connecting to the Core of the Internet 2014 edition ed.). DrPeering Press.

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Poster: A Dataset on Peering Policies of Autonomous Systems

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Information & Contributors

Information

Published In

IMC '24: Proceedings of the 2024 ACM on Internet Measurement Conference

November 2024

812 pages

ISBN:9798400705922

DOI:10.1145/3646547

General Chairs:
Narseo Vallina-Rodríguez
IMDEA Networks Institute, Spain
,
Guillermo Suarez-Tángil
IMDEA Networks Institute, Spain
,
Program Chairs:
Dave Levin
University of Maryland, United States
,
Cristel Pelsser
UCLouvain, Belgium

Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 04 November 2024

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Poster

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IMC '24

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IMC '24: ACM Internet Measurement Conference

November 4 - 6, 2024

Madrid, Spain

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Overall Acceptance Rate 277 of 1,083 submissions, 26%

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