Supervision : Prométhée SPATHIS
Co-supervision : FRIEDMAN Timur
Improved algorithms for capturing Internet maps
The Internet is nowadays a major component of our lives. Also called the network of the networks, the Internet is a giant network composed of thousands of interconnected networks. These networks are composed of routers, themselves having multiple interfaces, that connect to each other to be able to carry the traffic from one point to another. All these connections form a structure, called the Internet topology, that has been questioning the scientific community since its creation. A better knowledge of the Internet topology helps to answer questions such as: Which countries the traffic is crossing? Is the Internet robust to outages? These questions implicitly concern billions of users, and motivate this work to better capture the Internet topology. Network topology being often considered as an industrial secret, researchers perform measurements from vantage points connected to the Internet to reveal it.
This thesis presents new measurement techniques that provide a more complete view of the Internet topology. At IP level, it presents the last evolution of the well known traceroute tool and the first system capable of mapping all the IPv4 load balanced paths in 2.5 days, providing the most complete view of the IP level topology from a single server ever obtained. At router level, it presents the first alias resolution technique based on ICMP rate limiting.
This thesis will allow more thorough studies of the Internet through the completeness of the topology discovered, and open the possibility to better study the dynamics of the Internet topology.
Defence : 06/02/2020 - 14h - Visonconférence
Jury members :
M. Prométhée Spathis, Associate Professor, Sorbonne Université
M. Jim Kurose, Professor, University of Massachusetts Amherst
Mme. Cristel Pelsser, Professor, Université de Strasbourg
Mme. Anja Feldmann, Professor, Max-Planck-Institut für Informatik
Mme. Clémence Magnien, Professor, Sorbonne Université
M. Timur Friedman, Associate Professor, Sorbonne Université
- M. Gouel, K. Vermeulen, M. Mouchet, J. Rohrer, O. Fourmaux, T. Friedman : “Zeph & Iris cartographient l’internet”, CORES 2022 – 7e Rencontres Francophones sur la Conception de Protocoles, l’Évaluation de Performance et l’Expérimentation des Réseaux de Communication, Saint-Rémy-Lès-Chevreuse, France (2022)
- M. Gouel, K. Vermeulen, M. Mouchet, J. Rohrer, O. Fourmaux, T. Friedman : “Zeph & Iris map the internet: A resilient reinforcement learning approach to distributed IP route tracing”, Computer Communication Review, vol. 52 (1), pp. 2-9, (Association for Computing Machinery) (2022)
- M. Gouel, K. Vermeulen, O. Fourmaux, T. Friedman, R. Beverly : “Longitudinal Study of an IP Geolocation Database”, (2021)
- M. Gouel, K. Vermeulen, O. Fourmaux, T. Friedman, R. Beverly : “IP Geolocation Database Stability and Implications for Network Research”, Network Traffic Measurement and Analysis Conference, Online, United States (2021)
- K. Vermeulen : “Improved algorithms for capturing Internet maps”, thesis, defence 06/02/2020, supervision Spathis, Prométhée, rapporteurs : FRIEDMAN Timur (2020)
- K. Vermeulen, B. Ljuma, V. ADDANKI, M. Gouel, O. Fourmaux, T. Friedman, R. REJAIE : “Alias Resolution Based on ICMP Rate Limiting”, PAM 2020 - 21st International Conference on Passive and Active Network Measurement, vol. 12048, Lecture Notes in Computer Science, Eugene, United States, pp. 231-248, (Springer) (2020)
- K. Vermeulen, J. Rohrer, R. Beverly, O. Fourmaux, T. Friedman : “Diamond-Miner: Comprehensive Discovery of the Internet’s Topology Diamonds”, USENIX Symposium on Networked Systems Design and Implementation (NSDI) 2020, Santa Clara, CA, United States, pp. 479-493, (USENIX Association) (2020)
- K. Vermeulen, B. Ljuma, O. Fourmaux, T. Friedman, R. McGeer : “Internet measurements on EdgeNet”, CNERT: Computer and Networking Experimental Research using Testbeds in conjunction with IEEE INFOCOM 2019, Paris, France (2019)
- K. Vermeulen, S. Strowes, O. Fourmaux, T. Friedman : “Multilevel MDA-Lite Paris Traceroute”, IMC '18 Proceedings of the Internet Measurement Conference 2018, Boston, United States, pp. 29-42, (ACM) (2018)
- K. Vermeulen, T. Friedman, O. Fourmaux, R. Kisteleki, Ph. Homburg, E. Aben, S. Strowes : “Adding Multipath Route Tracing to RIPE Atlas (Extended Abstract)”, AIMS 2018: Workshop on Active Internet Measurements, La Jolla, United States (2018)