Loqman Salamatian

About me:
I am a fifth-year Ph.D. candidate at Columbia University, under the supervision of Professors Ethan Katz-Bassett, Vishal Misra, and Daniel Rubenstein. My research focuses on Internet measurement, model analysis, and Riemannian geometry, aiming to develop models that bridge virtual and geographical spaces. While my work is primarily theoretical, I enjoy building systems that support these theories. I also enjoy teaching and mentoring students. Feel free to reach out if you are interested in research projects or have questions about grad school. Outside academia, I am an avid jazz record collector and a big foodie.
Current Research Interests:
- Internet Measurement and Topology Discovery
- Mathematical Modeling of the Internet
- Resilient Networking
- Mathematical Analysis of Systems
- Computational Social Science on Computer Networks
- Riemannian Geometry
- Geopolitics of the Internet
Teaching Service:
I served twice as a Course Assistant for CSEEW6180 Modeling Performance Evaluation with Professor Vishal Misra. My duties included drafting and grading homework, overseeing final exams, and conducting office hours.
Mentoring:
Over recent years, I've had the honor of mentoring several exceptional undergraduate scholars on diverse research topics:
- Cyrus Illick (Fall 2021 - Spring 2023): Developed a new protocol to avoid broadcasting storms. Starting Ph.D. at Columbia University in Fall 2023.
- Joshua Hahn (Summer 2022 - Fall 2022): Worked on emulating causal models and understanding how synthetic control recovers underlying latent spaces.
- Dominic Sobhani (Summer 2022 - Spring 2023): Developed a transformer architecture to simulate Internet traffic data.
- Alfonso Luis (Fall 2022 - Spring 2023): Researched sampling without replacement and Bloom Filters.
- Seung Joon Rhee (Summer 2023 - Present): Inferred and geolocated hypergiant peering connections.
- Kylie Berg (Summer 2023 - Present): Focused on quantum networking verification.
News
Nov 6, 2024 | Our paper on Applying Quantum Computing to Network Verification has been accepted at ACM HOTNETS 2024! |
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Nov 1, 2024 | Two of our papers accepted at ACM IMC: First, our paper on MetASCritic, a system to infer the AS-level topology of the Internet and secondly, our paper on evaluating the accuracy of APNIC Users per AS Population Datasets. I will be presenting both papers at ACM IMC 2024 in Madrid! |
Apr 1, 2024 | Our two papers on estimating the upper and lower-bound of false positive and negative rates of Recycling Bloom Filters have been accpeted at IEEE INFOCOM (for the false positive) and ACM Sigmetrics (for the false negative). |
Aug 1, 2023 | Our paper A Manifold View of Connectivity in the Private Backbone Networks of Hyperscalers has been published in Communications of the ACM (CACM) as a Research Highlight! |
May 1, 2023 | Our paper on Who are the IPv4 squatters? was accepted at SIGCOMM Computer Communication Review - Awarded best of CCR. I will be presenting the paper at ACM SIGCOMM 2023 in NYC |