Publications
Publications
2026
- Heuristic Analysis from Source Code via Symbolic-Guided Optimization NSDI | May 2026 PublicationMetaOpt
- Harvest: Adaptive Photonic Switching Schedules for Collective Communication in Scale-up Domains SIGCOMM 2026 | February 2026 Preprint
- OrbitalBrain: A Distributed Framework For Training ML Models in Space New Ideas in Networked Systems (NINeS) | February 2026 Publication
2025
- Dynamic Rebatching for Efficient Early-Exit Inference with DREX arXiv | December 2025 Publication
- A Performance Analyzer for a Public Cloud’s ML-Augmented VM Allocator arXiv | December 2025 PublicationMetaOpt
- Robust Heuristic Algorithm Design with LLMs Microsoft Research | MSR-TR-2025-44 | October 2025 PublicationRobustaMetaOpt
- Raha: A General Tool to Analyze WAN Degradation SIGCOMM 2025 | September 2025 PublicationRahaMetaOpt
- Enhancing Network Failure Mitigation with Performance-Aware Ranking NSDI '25 | February 2025 PreprintPublication
- Everything Matters in Programmable Packet Scheduling NSDI | February 2025 PublicationMetaOpt
2024
- End-to-End Performance Analysis of Learning-enabled Systems HotNets | November 2024 PublicationMetaOpt
- Towards Safer Heuristics With XPlain HotNets | November 2024 PublicationMetaOpt
- Rethinking Machine Learning Collective Communication as a Multi Commodity Flow problem SIGCOMM | August 2024 PublicationTE-CCL
- Finding Adversarial Inputs for Heuristics using Multi-level Optimization NSDI | February 2024 PublicationMetaOpt
- Solving Max-Min Fair Resource Allocations Quickly on Large Graphs NSDI | February 2024 PublicationSoroushSoftware-Driven Wide Area Networks
2023
- A Holistic View of AI-driven Network Incident Management Hot topics in networking (HotNets) | October 2023 Publication
2022
- Minding the gap between Fast Heuristics and their Optimal Counterparts Hot Topics in Networking | November 2022 PublicationMetaOptPathBlazer
- FedSpace: An Efficient Federated Learning Framework at Satellites and Ground Stations Microsoft Research | MSR-TR-2022-30 | February 2022 Publication6G | Space
- Matchmaker: Data Drift Mitigation in Machine Learning for Large-Scale Systems MLSys | January 2022 Publication
2021
- Interpretable Feedback for AutoML and a Proposal forDomain-customized AutoML for Networking HotNets 2021 | November 2021 Publication
- Towards a Cost vs. Quality Sweet Spot for Monitoring Networks HotNets 2021 | November 2021 PublicationAuthor's Version
2020
- Contracting Wide-area Network Topologies to Solve Flow Problems Quickly NSDI | November 2020 PublicationSoftware-Driven Wide Area Networks
- Aragog: Scalable Runtime Verification of Shardable Networked Systems Operating systems and implementations (OSDI) | October 2020 Publication
- GRoot: Proactive Verification of DNS Configurations SIGCOMM 2020 | August 2020 Publication
- Scouts: Improving the Diagnosis Process Through Domain-customized Incident Routing SIGCOMM | August 2020 PublicationMachine Learning for Systems and Tiered AIOps
- PrivateEye: Scalable Privacy-Preserving Compromise Detection In The Cloud 17th USENIX Symposium on Networked Systems Design and Implementation (NSDI 20) | February 2020 Publication
2019
- dShark: A General, Easy to Program and Scalable Framework for Analyzing In-network Packet Traces NSDI 2019 | February 2019 PDF
2018
- Sunstar: A Cost-effective Multi-Server Solution for Reliable Video Delivery Microsoft Research | MSR-TR-2018-37 | December 2018 Publication
- Cloud Datacenter SDN Monitoring: Experiences and Challenges Internet Measurement Conference (IMC) | October 2018 PDF
- 007: Democratically Finding The Cause of Packet Drops 15th USENIX Symposium on Networked Systems Design and Implementation (NSDI 18) | April 2018 PublicationVigil
2017
- Closing the Network Diagnostics Gap with Vigil SIGCOMM (Posters and demos) | August 2017 Publication
- Offline queries in software defined networks US Patent Office | August 2017 Publication
2016
- Taking the blame game out of data centers operations with netpoirot Proceedings of the 2016 SIGCOMM Conference | August 2016 Publication
2015
- FixRoute: A Unified Logic and Numerical Tool for Provably Safe Internet Traffic Engineering arXiv preprint (arXiv:1511.08791) | November 2015 Preprint
2014
- Deconstructing mptcp performance Network Protocols (ICNP), 2014 IEEE 22nd International Conference on | October 2014 PDFImproving cost and performance for video downloads
- Multi-path Solutions to Improve Network Performance Network Protocols (ICNP), 2014 IEEE 22nd International Conference on | October 2014 PDFImproving cost and performance for video downloads
- Impact of Path Characteristics and Scheduling Policies on MPTCP Performance Advanced Information Networking and Applications Workshops (WAINA), 2014 28th International Conference on | May 2014 PublicationImproving cost and performance for video downloads
2012
- A distributed routing protocol for predictable rates in wireless mesh networks Network Protocols (ICNP), 2012 20th IEEE International Conference on | October 2012 PublicationOptimal Distributed Routing Protocols in Wireless mesh networks