About me
I am an Associate Professor in Computer Science at UC Santa Barbara, Faculty Scientist at Berkeley Lab, and Marjorie & Charles Benton Opportunity Fund Fellow at Benton Institute.
I co-direct the Systems and Networking Lab (SNL) at UCSB, where I have been utilizing my system-building skills to address a variety of pressing digital inequity challenges, namely, ensuring secure, performant, and affordable βInternet for All.β To this end, my current research focuses on democratizing the development of production-ready ML artifacts for self-driving networks (to ensure performant and secure connectivity with limited infrastructure and operational resources) and enabling data-driven policymaking (to ensure performant and affordable connectivity with limited capital resources).
π You can download my CV here.
Recognition
- π UC Presidential Faculty Fellows Program (PFFP), University of California, 2026. Announcement
- π Google ML and Systems Junior Faculty Award, 2025. Announcement
- π Google Research Scholar Award, 2025. Announcement
- π NSF CAREER Award, 2025. Abstract
- π IETF/IRTF Applied Networking Research Prize (ANRP), IETF/IRTF, 2025. Paper
- π Marjorie & Charles Benton Opportunity Fund Fellowship, Benton Institute, 2025. Announcement
- π SIGCOMM Dissertation Award (Advisee: Udit Paul), 2024. Dissertation
- π IETF/IRTF Applied Networking Research Prize (ANRP), IETF/IRTF, 2023. Paper
- π Best Paper Honorable Mention, ACM CCS, 2022. Paper
- π Distinguished Paper Award, ACM IMC, 2022. Paper
- π SIGCOMM Dissertation Award Honorable Mention, 2018. Dissertation
- π Best Paper Award, ACM SOSR, 2017. Paper
- π Best of the Rest Paper Award for Best Paper in all USENIX Conferences, 2016. Paper
- π Community Contribution Award, USENIX NSDI, 2016. Paper
- π Internet-2 Innovation Award, 2013. Paper
Selected Publications
- Assessing the Efficacy of the Connect America Fund in Addressing Internet Access Inequities in the US, ACM SIGCOMM, 2024.
π IETF/IRTF Applied Networking Research Prize (ANRP) - Towards Bridging the Divide: Enhancing Understanding of Digital Inequity,
Doctoral Dissertation, Udit Paul, University of California Santa Barbara (UCSB), 2023.
π ACM SIGCOMM Doctoral Dissertation Award - AI/ML for Network Security: The Emperor has no Clothes, ACM CCS, 2022.
π Best Paper Honorable Mention
π IETF/IRTF Applied Networking Research Prize (ANRP) - The Importance of Contextualization of Crowdsourced Active Speed Test Measurements ACM IMC, 2022.
π Distinguished Paper Award (Long) - Detecting Ephemeral Optical Events with OpTel, USENIX NSDI, 2022.
Deployed at Tencent - Flexible and Scalable Systems for Network Management,
Doctoral Dissertation, Arpit Gupta, Princeton University, 2018.
π ACM SIGCOMM Doctoral Dissertation Award Honorable Mention - iSDX: An Industrial-Scale Software Defined Internet Exchange Point, USENIX NSDI 2016.
π USENIX NSDI Community Contribution Award
π USENIX Best of the Rest - SDX: A Software Defined Internet Exchange, ACM SIGCOMM 2014.
π Internet2 Innovation Award
Please check this page for an extended list of publications. Citation metrics are available on my Google Scholar profile.
Selected Impact
- Amici curiae brief in Wisconsin Bell v. U.S. ex rel. Heath (No. 23-1127), U.S. Supreme Court, 2024. Brief
- Congressional staff briefing, βBuilding Trust in Public Institutions,β Dirksen Senate Office Building, 2026 (UC Presidential Faculty Fellows Program). [Brief]
- Invited briefing to the Virginia Joint Commission on Technology and Science (JCOTS) full commission, Richmond, 2025, presenting our broadband-affordability findings.
- Measuring Broadband Policy Success, Harvard Law Review Blog, 2024.
- Broadband competition and pricing analysis used by the California Public Advocates Office (CPUC), 2026, based on UCSBβs Broadband Query Tool (BQT).
For the full record of policy briefs, amicus work, and community engagement, see my research page.
Selected Talks
- Making the Self-Driving βNetβ Work: Developing Production-Ready ML Models for Self-Driving Networks, keynote, INDIS Workshop, SC25, 2025.
- Making the βNetβ Work for All: From Measurements to Impact, keynote, inaugural IMC Student Workshop, 2025.
- In Search of a Networking Unicorn, keynote, 8th KNIT Workshop, San Diego Supercomputer Center, 2024.
- Invited briefing to the Virginia JCOTS full commission, Richmond, 2025.
See my research page for the full list of talks.
Workshops and Tutorials
It has been an absolute honor and privilege to get the opportunities to organize different workshops (and tutorials) on topics related to digital equity and self-driving networks.
- ACM SIGCOMM 2023 Tutorial: Closed-Loop ML (for Networks) Pipelines, Sep 2023.
- Bridging the Divide: Answering Internet Policy Questions with Cutting-Edge Network Measurement Algorithms, Datasets, and Platforms, June 2023. Workshop Report
- ACM SIGMETRICS Workshop on Measurements for Self-Driving Networks, 2023, June 2023. Workshop Report
- NSF Workshop on Internet Frontiers & Opportunities, Nov 2021
- NSF Workshop on NextG Security, Oct 2020
- NSF Workshop on Measurements for Self-driving Networks, Apr 2019. Workshop Report
News
In the News
- Google honors UCSB computer scientist for pioneering low-cost AI network models, The Current (UCSB), Aug 2025. (College of Engineering)
- A CAREER Award to Democratize Advanced Network Management Technology, UCSB College of Engineering, May 2025. (CS Department)
- Federal broadband subsidies boosted rural internet, but service faded once funding ended, The Current (UCSB), Sep 2024. (College of Engineering)
- Paper Coauthored by Arpit Gupta Awarded Best Paper Honorable Mention at ACM CCS, UCSB CS, Nov 2022.
Updates
Oct 2026: New DOE/LBNL Laboratory Directed Research & Development (LDRD) grant, Making Agentic AI Safe for DOE User Facilities (Co-PI), begins.Jun 2026: Served on the Automation and Data Generation panels at the Workshop on Generative AI in Networking, University of Chicago Paris Center, France.May 2026: Sylee (Roman) Beltiukov graduated with his Ph.D., Credible Machine Learning for Networking. πMay 2026: Delivered a Congressional staff briefing, βBuilding Trust in Public Institutions,β at the Dirksen Senate Office Building as a UC Presidential Faculty Fellow.May 2026: Sanjay Chandrasekaran received the UCSB CS Outstanding Teaching Assistant Award. πMay 2026: TurboTest: Learning When Less is Enough through Early Termination of Internet Speed Tests appeared at USENIX NSDI 2026, led by Haarika Manda.May 2026: SpliDT: Partitioned Decision Trees for Scalable Stateful Inference at Line Rate appeared at USENIX NSDI 2026.Mar 2026: Selected for the UC Presidential Faculty Fellows Program (PFFP). πMar 2026: Moderated the session on Agentic AI in Network Measurement and Infrastructure at the CAIDA AIMS Workshop, UC San Diego.Feb 2026: Co-authored Broadband Affordability and the BEAD Program, a policy brief for USC Annenbergβs MEDIA Project.
Show earlier updates
Jan 2026: The California Public Advocates Office released Broadband Competition and Pricing Strategies in Californiaβs Urban Markets, built on our BQT data.Jan 2026: Awarded a California Public Utilities Commission (CPUC) contract to effectively measure broadband affordability in California.Dec 2025: Demystifying Network Foundation Models appeared at NeurIPS 2025 (Datasets & Benchmarks Track).Dec 2025: NetGent: Agent-Based Automation of Network Application Workflows appeared at the NeurIPS 2025 Workshop on ML for Systems.Nov 2025: Delivered a keynote at the INDIS Workshop (SC25).Nov 2025: Our study, Beyond Access: Broadband Affordability & Adoption, was delivered to the Virginia General Assembly (JCOTS).Nov 2025: Awarded a Cisco Research grant, Bridging the Representation-Semantics Gap for Production-Ready AI-Powered Network Operations.Oct 2025: Delivered a keynote at the inaugural IMC Student Workshop, co-located with ACM IMC 2025.Sep 2025: PreTE: Traffic Engineering with Predictive Failures appeared at ACM SIGCOMM 2025.Sep 2025: SpliDT (short paper) appeared at ACM SIGCOMM 2025.Sep 2025: Presented three broadband-funding studies (BEAD service gaps, federal program interdependencies, and strategic reporting in the National Broadband Map) at TPRC 2025.Jul 2025: Received the Google ML and Systems Junior Faculty Award and the Google Research Scholar Award. πJul 2025: Awarded a CPUC grant to characterize broadband pricing in California and a JCOTS grant to study digital-inclusion barriers in Virginia.Jun 2025: Laasya Koduru received the Department of Energy GEM Fellowship. πMay 2025: Received the Marjorie & Charles Benton Opportunity Fund Fellowship. πApr 2025: Awarded the NSF CAREER Award to develop generalizable ML models for network operations. πApr 2025: Awarded a Pew Charitable Trusts grant to measure the effectiveness of digital-inclusion approaches.Jan 2025: Our SIGCOMM 2024 paper, Assessing the Efficacy of the Connect America Fund, received the IETF/IRTF Applied Networking Research Prize (ANRP), led by Haarika Manda. πDec 2024: Query Planning for Robust and Scalable Hybrid Network Telemetry Systems was presented at ACM CoNEXT 2024, led by UCSB undergraduate Chaofan Shou.Dec 2024: NetworkGym: RL Environments for Multi-Access Traffic Management appeared at NeurIPS 2024 (Datasets & Benchmarks Track).Nov 2024: Spoke about production-ready ML models for networking at Googleβs AIOps Summit.Nov 2024: Contributed to The Networking Channel webinar on Internet Measurements: The User Perspective.Oct 2024: Filed an amicus curiae brief in Wisconsin Bell v. U.S. ex rel. Heath at the U.S. Supreme Court.Aug 2024: Assessing the Efficacy of the Connect America Fund appeared at ACM SIGCOMM 2024, led by Haarika Manda.Aug 2024: Udit Paul received the ACM SIGCOMM Doctoral Dissertation Award. πJul 2024: Measuring Broadband Policy Success was published in the Harvard Law Review Blog.May 2024: Leveraging Prefix Structure to Detect Volumetric DDoS Attack Signatures with Programmable Switches appeared at IEEE S&P 2024, led by Chris Misa.Apr 2024: Awarded a Cisco Research grant, Telemetry-driven Foundation Models for Self-Driving Networks.Apr 2024: Haarika Manda received the NSF Graduate Research Fellowship (GRFP). πJan 2024: Awarded a DOE compute allocation (GPU/CPU hours, with ESnet) for netFound.Nov 2023: In Search of netUnicorn: A Data-Collection Platform for Generalizable ML Models appeared at ACM CCS 2023, led by Roman Beltiukov.Oct 2023: Estimating WebRTC Video QoE Metrics Without Using Application Headers appeared at ACM IMC 2023.Oct 2023: Awarded the NSF IMR grant NetFlex for a privacy-preserving network measurement platform.Sep 2023: Decoding the Divide: Analyzing Disparities in Broadband Plans Offered by Major US ISPs appeared at ACM SIGCOMM 2023, led by Udit Paul.Sep 2023: Organized the ACM SIGCOMM 2023 Tutorial on Closed-Loop ML (for Networks) Pipelines.Aug 2023: Panakos: Chasing the Tails for Multidimensional Data Streams appeared at ACM VLDB 2023.Jun 2023: Udit Paul received the UCSB Computer Science Outstanding Dissertation Award. πJun 2023: Udit Paul received the UCSB Computer Science Outstanding Publication Award. πJun 2023: Roman Beltiukov received the UCSB Computer Science Summer Fellowship. πJun 2023: Organized the NSF βBridging the Divideβ workshop and the SIGMETRICS Workshop on Measurements for Self-Driving Networks.Jan 2023: Our project, Trustee, received the IETF/IRTF Applied Networking Research Prize (ANRP), led by Arthur Jacobs and Roman Beltiukov. πNov 2022: AI/ML for Network Security: The Emperor has no Clothes received the Best Paper Honorable Mention at ACM CCS 2022. πNov 2022: Visited Lawrence Berkeley National Lab, hosted by Inder Monga.Oct 2022: Presented the Trustee work at ETH Zurich, hosted by Laurent Vanbever.Oct 2022: The Importance of Contextualization of Crowdsourced Active Speed Test Measurements received the Distinguished Paper Award at ACM IMC 2022, led by Udit Paul. πOct 2022: Awarded two NSF IMR grants, ADDRESS (crowdsourced measurement synthesis) and a programmable closed-loop measurement platform for last-mile networks.Sep 2022: Internet Inequity in Chicago: Adoption, Affordability, and Availability appeared at TPRC 2022.Jun 2022: Sanjay Chandrasekaran received the UCSB CS Outstanding Graduate Research Award. πJun 2022: Rohan Bhatia received the UCSB CS Outstanding Teaching Assistant Award. πJun 2022: Chaofan Shou received the UCSB CS Outstanding Undergraduate Research Award. πJun 2022: Characterizing Internet Access and Quality Inequities in California appeared at ACM COMPASS 2022.Apr 2022: Detecting Ephemeral Optical Events with OpTel was presented at USENIX NSDI 2022 by Congcong Miao (Tencent).Feb 2022: Spoke on democratizing networking research at Googleβs Networking Research Summit.Jan 2022: Sanjay Chandrasekaran received M-Labβs Research Fellowship. πNov 2021: Organized the NSF Workshop on Internet Frontiers & Opportunities.Jul 2021: Coverage is Not Binary: Quantifying Mobile Broadband Quality in Urban, Rural, and Tribal Contexts appeared at ICCCN 2021.Jun 2021: Continuous Flow Measurement with SuperFlow appeared at IEEE/ACM IWQoS 2021.Mar 2021: Too Late for Playback: Estimation of Video Stream Quality in Rural and Urban Contexts appeared at PAM 2021.Oct 2020: Organized the NSF Workshop on NextG Security.Jul 2020: (How Much) Does a Private WAN Improve Cloud Performance? appeared at IEEE INFOCOM 2020.Mar 2020: PacketScope: Monitoring the Packet Lifecycle Inside a Switch appeared at ACM SOSR 2020.Nov 2019: An Effort to Democratize Networking Research in the Era of AI/ML and Beating BGP is Harder than We Thought appeared at ACM HotNets 2019.Apr 2019: Organized the NSF Workshop on Measurements for Self-Driving Networks.