Satellite Networks

LEO satellite constellation measurement, characterization, and protocol optimization for global connectivity

LEO satellitesStarlinksatellite-terrestrial integrationglobal connectivityCDN in the skyprotocol optimizationnon-terrestrial networksinter-satellite linkssatellite measurements

Research Impact

Publications7
Active Projects1
Team Members3

Low Earth Orbit satellite constellations are transforming global Internet connectivity by providing access to underserved regions where terrestrial infrastructure is impractical or uneconomical. LEO satellites orbit at 500-1,200 km altitude, enabling much lower latency than traditional geostationary satellites, but introduce new challenges: satellites move rapidly relative to ground users, requiring frequent handovers; inter-satellite links create dynamic mesh network topologies; and performance varies significantly with geographic location and ground station proximity. Traditional Internet protocols and content delivery network architectures assume relatively static network topology and stable end-to-end paths—assumptions that break down with LEO satellites. Understanding actual performance characteristics through comprehensive measurement is essential to inform protocol design, optimize content delivery strategies, and guide deployment decisions as these constellations scale to tens of thousands of satellites providing global coverage.

Our research conducts large-scale measurements of LEO satellite networks across diverse geographic regions spanning multiple continents, characterizing latency, throughput, and reliability under varying conditions. We analyze how transport protocols behave over satellite links, discovering performance differences compared to terrestrial networks and identifying optimization opportunities. Our measurements reveal fundamental differences in content delivery patterns—satellites function as natural cache points, creating what we term "CDN in the sky" behavior where caching strategies and routing policies differ markedly from terrestrial CDNs. We explore satellite-terrestrial hybrid architectures and multipath transport protocols that enable intelligent path selection and bandwidth aggregation across both network types. Our measurement infrastructure combines global probe networks, custom instrumentation, and crowdsourced browser-based tools. This work, recognized with the IETF/IRTF Applied Networking Research Prize, informs standards discussions at IETF and 3GPP, and our open datasets and tools enable reproducible research by the broader community. Ongoing research addresses seamless mobility and handover management, intelligent caching strategies, security across satellite-terrestrial boundaries, and integration with next-generation cellular infrastructure.

Publications

ConferenceSatellite Networking

A Distributed Data Store in Orbit

ACM International Workshop on LEO Networking and Communication
Jörg Ott
Jussi Kangasharju
Nitinder Mohan
Nitinder Mohan
DOI
Scholar
No citations yet
LEONET
ConferenceSatellite Networking

It's a bird? It's a plane? It's CDN!: Investigating Content Delivery Networks in the LEO Satellite Networks Era

ACM Workshop on Hot Topics in Networks
Rohan Bose
Rohan Bose
Saeed Fadaei
Nitinder Mohan
Nitinder Mohan
Mohamed Kassem
Nishanth Sastry
Jörg Ott
27.8%, 44/158
HotNets
ConferenceSatellite Networking

Segment Routing based on Geographic Checkpoints

ACM International Workshop on LEO Networking and Communication
Valentin Hartig
Marcin Bosk
Nitinder Mohan
Nitinder Mohan
Paulo Mendes
PDFDOI
Scholar
No citations yet
LEONET
JournalSatellite Networking

Multipath Transport Analysis over Cellular and LEO Access for Aerial Vehicles

IEEE Access
Aygun Baltaci
Kaushik Chavali
Mike Kosek
Nitinder Mohan
Nitinder Mohan
Dominic Schupke
Jörg Ott
PDFDOI
Scholar
No citations yet
Access
Artifacts Available
Artifacts Evaluated Functional
Results Reproduced

Open Source Contributions

NetMet

NetMet

Browser-Based Network Performance Measurement Tool

A lightweight browser extension for measuring network performance metrics including bandwidth, latency, and web browsing quality. NetMet was instrumental in our large-scale Starlink performance studies, enabling measurements from real users across diverse geographic locations.

measurementresearch-prototype
Starlink CDN Analysis

Starlink CDN Analysis

Content Delivery Network Performance Analysis for LEO Satellites

Tools and datasets for analyzing CDN performance on Starlink

measurementresearch-prototype
Starlink Performance Tools

Starlink Performance Tools

Measurement tools for Starlink satellite Internet performance

Comprehensive measurement tools for Starlink satellite Internet performance

measurementresearch-prototype

Awards & Recognition

2025IETFIRTFNetworking

IETF/IRTF Applied Networking Research Prize

Internet Engineering Task Force & Internet Research Task Force

One of six papers worldwide selected for this prestigious award that bridges academic research and practical Internet deployment.

IETF/IRTF Applied Networking Research Prize
2024RIPEInternet MeasurementLEO

RIPE Labs Article Competition Runners-up

RIPE Network Coordination Centre

Selected among submissions from network operators, researchers, and practitioners worldwide for providing actionable insights to the Internet operations community.

Project Funding

Previous Funding

🌐

RIPE NCC RACI Fellowship

Organization: RIPE Network Coordination Centre
Period: 2025
Role: RACI Fellow

Fellowship for Internet measurements and LEO satellite network analysis. Supporting collaboration with RIPE community and atlas measurement infrastructure.

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Invited Talks & Panels

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IETF 123

It's a bird? It's a plane? It's CDN!: Understanding Starlink CDN Performance

Internet Engineering Task Force (IETF) 123 - Measurement and Analysis for Protocols Research Group (MAPRG)
LEO SatellitesCDNPerformance Measurement+1 more
RIPE 90

Frontiers of LEO Space Networks: Understanding the Intricacies of Starlink's Internet Access

RIPE 90 Meeting - RIPE Network Coordination Centre
LEO SatellitesStarlinkNetwork Architecture
COMSNETS

Frontiers of LEO Space Networks: Understanding the Intricacies of Starlink's Internet Access

International Conference on Communication Systems & Networks (COMSNETS)
LEO SatellitesStarlinkNetwork Architecture

Thesis Projects

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Available Theses

MASTER

Circumventing Internet Connectivity through Starlink

Measure and characterize where Starlink connectivity appears outside official availability regions.

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MASTER

LEOSCOPE satellite testbed

Contribute to the development and expansion of LEOSCOPE, a global testbed for LEO satellite network research and experimentation.

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MASTER

Middlebox support for secure communications in satellite networks

Support secure connection migration in satellite networks to enable seamless handovers without being tied to a particular Point of Presence.

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MASTER

Secure Routing in LEO networks

Design and evaluate secure routing protocols for LEO satellite constellations that handle dynamic topology changes while preventing route hijacks and attacks.

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Running Theses

MASTER

Crowd-sourced ground stations for LEO satellites

Student: Elvin Chen

Year: 2025

MASTER

Understanding Live WebConferencing Performance over Starlink

Student: Yannis Selmar Matezki

Year: 2025

MASTER

Characterizing Secure Measurements over Starlink

Student: Sander Vermeulen

Year: 2025

MASTER

Multipath Media-over-QUIC (MoQ) for Video Conferencing Applications

Student: Zuji Zhou

Year: 2025

Recent Completed Theses

BACHELOR

The Influence of Ground Infrastructure Proximity on Starlink's Performance

Student: Christiaan Baraya

Year: 2025

BACHELOR

Capturing the Spatiotemporal Dynamics of LEO ISP Performance

Student: Cristian Benghe

Year: 2025

BACHELOR

Multi-Layered Telemetry Assessing Global Performance of LEO Internet Providers

Student: Vlad-Stefan Graure

Year: 2025

BACHELOR

Multi-Layered Telemetry Assessing Global Performance of LEO Internet Providers

Student: Janusz Urbański

Year: 2025

MASTER

Web-based platform for LEO satellite measurements

Student: Md. Mahfuzul Haque Muftee

Year: 2022