Muhammad Shahbaz

56 papers A* 13A 4Misc 3Journal 18Unranked 16
YearRankTypeTitle / Venue / Authors
2025 — conf
Gigaflow: Pipeline-Aware Sub-Traversal Caching for Modern SmartNICs.
ASPLOS (2)
Annus Zulfiqar, Ali Imran, Venkat Kunaparaju, Ben Pfaff, Gianni Antichi, Muhammad Shahbaz
2025 A* conf
HardHarvest: Hardware-Supported Core Harvesting for Microservices.
ISCA
Jovan Stojkovic, Chunao Liu, Muhammad Shahbaz, Josep Torrellas
2025 — conf
Kairo - Incremental View Maintenance for Scalable Virtual Switch Caching.
SIGCOMM (Posters and Demos)
Annus Zulfiqar, Ben Pfaff, Gianni Antichi, Muhammad Shahbaz
2025 A* conf
NetSparse: In-Network Acceleration of Distributed Sparse Kernels.
MICRO
Gerasimos Gerogiannis, Dimitrios Merkouriadis, Charles Block, Annus Zulfiqar, Filippos Tofalos, Muhammad Shahbaz, Josep Torrellas
2025 A conf
O'MINE: A Novel Collaborative DDoS Detection Mechanism for Programmable Data-Planes.
EuroS&P
Enkeleda Bardhi, Chenxing Ji, Ali Imran, Muhammad Shahbaz, Riccardo Lazzeretti, Mauro Conti, Fernando Kuipers
2025 J jnl
OptiNIC: A Resilient and Tail-Optimal RDMA NIC for Distributed ML Workloads.
CoRR
Ertza Warraich, Ali Imran, Annus Zulfiqar, Shay Vargaftik, Sonia Fahmy, Muhammad Shahbaz
2025 Misc conf
OptiReduce: Resilient and Tail-Optimal AllReduce for Distributed Deep Learning in the Cloud.
NSDI
Ertza Warraich, Omer Shabtai, Khalid Manaa, Shay Vargaftik, Yonatan Piasetzky, Matty Kadosh, Lalith Suresh, Muhammad Shahbaz
2025 J jnl
Reimagining RDMA Through the Lens of ML.
IEEE Comput. Archit. Lett.
Ertza Warraich, Ali Imran, Annus Zulfiqar, Shay Vargaftik, Sonia Fahmy, Muhammad Shahbaz
2025 J jnl
Reimagining RDMA Through the Lens of ML.
CoRR
Ertza Warraich, Ali Imran, Annus Zulfiqar, Shay Vargaftik, Sonia Fahmy, Muhammad Shahbaz
2025 A* conf
SpliDT: Partitioned Decision Trees for Scalable Stateful Inference at Line Rate.
SIGCOMM
Murayyiam Parvez, Annus Zulfiqar, Roman Beltiukov, Shir Landau Feibish, Walter Willinger, Arpit Gupta, Muhammad Shahbaz
2025 J jnl
SpliDT: Partitioned Decision Trees for Scalable Stateful Inference at Line Rate.
CoRR
Murayyiam Parvez, Annus Zulfiqar, Roman Beltiukov, Shir Landau Feibish, Walter Willinger, Arpit Gupta, Muhammad Shahbaz
2025 J jnl
TEGRA: A Flexible & Scalable NextGen Mobile Core.
CoRR
Bilal Saleem, Omar Basit, Jiayi Meng, Iftekhar Alam, Ajay Thakur, Christian Maciocco, Muhammad Shahbaz, Y. Charlie Hu, Larry L. Peterson
2024 — conf
A Smart Cache for a SmartNIC! Scaling End-Host Networking to 400Gbps and Beyond.
HCS
Annus Zulfiqar, Ali Imran, Venkat Kunaparaju, Ben Pfaff, Gianni Antichi, Muhammad Shahbaz
2024 A* conf
Caravan: Practical Online Learning of In-Network ML Models with Labeling Agents.
OSDI
Qizheng Zhang, Ali Imran, Enkeleda Bardhi, Tushar Swamy, Nathan Zhang, Muhammad Shahbaz, Kunle Olukotun
2024 — conf
Caravan: Practical Online Learning of In-Network ML Models with Labeling Agents.
PACMI@SOSP
Qizheng Zhang, Ali Imran, Enkeleda Bardhi, Tushar Swamy, Nathan Zhang, Muhammad Shahbaz, Kunle Olukotun
2023 — conf
Homunculus: Auto-Generating Efficient Data-Plane ML Pipelines for Datacenter Networks.
ASPLOS (3)
Tushar Swamy, Annus Zulfiqar, Luigi Nardi, Muhammad Shahbaz, Kunle Olukotun
2023 A conf
Modeling and Generating Control-Plane Traffic for Cellular Networks.
IMC
Jiayi Meng, Jingqi Huang, Y. Charlie Hu, Yaron Koral, Xiaojun Lin, Muhammad Shahbaz, Abhigyan Sharma
2023 — ed.
Proceedings of the 6th on European P4 Workshop, EuroP4 2023, Paris, France, 8 December 2023
EuroP4@CoNEXT
Fernando Ramos, Muhammad Shahbaz, Vladimir Gurevich, Salvatore Signorello
2023 J jnl
The Slow Path Needs an Accelerator Too!
Comput. Commun. Rev.
Annus Zulfiqar, Ben Pfaff, William Tu, Gianni Antichi, Muhammad Shahbaz
2023 J jnl
Ultima: Robust and Tail-Optimal AllReduce for Distributed Deep Learning in the Cloud.
CoRR
Ertza Warraich, Omer Shabtai, Khalid Manaa, Shay Vargaftik, Yonatan Piasetzky, Matty Kadosh, Lalith Suresh, Muhammad Shahbaz
2023 A* conf
μManycore: A Cloud-Native CPU for Tail at Scale.
ISCA
Jovan Stojkovic, Chunao Liu, Muhammad Shahbaz, Josep Torrellas
2022 J jnl
Characterizing and Modeling Control-Plane Traffic for Mobile Core Network.
CoRR
Jiayi Meng, Jingqi Huang, Y. Charlie Hu, Yaron Koral, Xiaojun Lin, Muhammad Shahbaz, Abhigyan Sharma
2022 J jnl
Enabling the Reflex Plane with the nanoPU.
CoRR
Stephen Ibanez, Alex Mallery, Serhat Arslan, Theo Jepsen, Muhammad Shahbaz, Changhoon Kim, Nick McKeown
2022 J jnl
Homunculus: Auto-Generating Efficient Data-Plane ML Pipelines for Datacenter Networks.
CoRR
Tushar Swamy, Annus Zulfiqar, Luigi Nardi, Muhammad Shahbaz, Kunle Olukotun
2022 A* conf
Taurus: a data plane architecture for per-packet ML.
ASPLOS
Tushar Swamy, Alexander Rucker, Muhammad Shahbaz, Ishan Gaur, Kunle Olukotun
2022 — conf
The case for native multi-node in-network machine learning.
NativeNI@CoNEXT
Lorenzo Bracciale, Tushar Swamy, Muhammad Shahbaz, Pierpaolo Loreti, Stefano Salsano, Hesham Elbakoury
2021 J jnl
Chopping off the Tail: Bounded Non-Determinism for Real-Time Accelerators.
IEEE Comput. Archit. Lett.
Alexander Rucker, Muhammad Shahbaz, Kunle Olukotun
2021 — conf
Constructing the face of network data.
SIGCOMM Posters and Demos
Ertza Warraich, Muhammad Shahbaz
2021 A* conf
PMNet: In-Network Data Persistence.
ISCA
Korakit Seemakhupt, Sihang Liu, Yasas Senevirathne, Muhammad Shahbaz, Samira Manabi Khan
2021 A* conf
SARA: Scaling a Reconfigurable Dataflow Accelerator.
ISCA
Yaqi Zhang, Nathan Zhang, Tian Zhao, Matt Vilim, Muhammad Shahbaz, Kunle Olukotun
2021 A* conf
The nanoPU: A Nanosecond Network Stack for Datacenters.
OSDI
Stephen Ibanez, Alex Mallery, Serhat Arslan, Theo Jepsen, Muhammad Shahbaz, Changhoon Kim, Nick McKeown
2020 J jnl
Elmo: Source Routed Multicast for Public Clouds.
IEEE/ACM Trans. Netw.
Muhammad Shahbaz, Lalith Suresh, Jennifer Rexford, Nick Feamster, Ori Rottenstreich, Mukesh Hira
2020 J jnl
Taurus: An Intelligent Data Plane.
CoRR
Tushar Swamy, Alexander Rucker, Muhammad Shahbaz, Kunle Olukotun
2020 J jnl
The nanoPU: Redesigning the CPU-Network Interface to Minimize RPC Tail Latency.
CoRR
Stephen Ibanez, Alex Mallery, Serhat Arslan, Theo Jepsen, Muhammad Shahbaz, Nick McKeown, Changhoon Kim
2020 A conf
λ-NIC: Interactive Serverless Compute on Programmable SmartNICs.
ICDCS
Sean Choi, Muhammad Shahbaz, Balaji Prabhakar, Mendel Rosenblum
2019 — conf
Elastic RSS: Co-Scheduling Packets and Cores Using Programmable NICs.
APNet
Alexander Rucker, Muhammad Shahbaz, Tushar Swamy, Kunle Olukotun
2019 A* conf
Elmo: source routed multicast for public clouds.
SIGCOMM
Muhammad Shahbaz, Lalith Suresh, Jennifer Rexford, Nick Feamster, Ori Rottenstreich, Mukesh Hira
2019 A conf
Polystore++: Accelerated Polystore System for Heterogeneous Workloads.
ICDCS
Rekha Singhal, Nathan Zhang, Luigi Nardi, Muhammad Shahbaz, Kunle Olukotun
2019 J jnl
Polystore++: Accelerated Polystore System for Heterogeneous Workloads.
CoRR
Rekha Singhal, Nathan Zhang, Luigi Nardi, Muhammad Shahbaz, Kunle Olukotun
2019 Misc conf
The Case for a Network Fast Path to the CPU.
HotNets
Stephen Ibanez, Muhammad Shahbaz, Nick McKeown
2019 — conf
Toward Scalable Replication Systems with Predictable Tails Using Programmable Data Planes.
APNet
Sean Choi, Seo Jin Park, Muhammad Shahbaz, Balaji Prabhakar, Mendel Rosenblum
2019 J jnl
λ-NIC: Interactive Serverless Compute on Programmable SmartNICs.
CoRR
Sean Choi, Muhammad Shahbaz, Balaji Prabhakar, Mendel Rosenblum
2019 — conf
λ-NIC: Interactive Serverless Compute on SmartNICs.
SIGCOMM Posters and Demos
Sean Choi, Muhammad Shahbaz, Balaji Prabhakar, Mendel Rosenblum
2018 J jnl
Elmo: Source-Routed Multicast for Cloud Services.
CoRR
Muhammad Shahbaz, Lalith Suresh, Nick Feamster, Jen Rexford, Ori Rottenstreich, Mukesh Hira
2018 — —
Enabling Programmable Infrastructure for Multi-Tenant Data Centers
Muhammad Shahbaz
2017 — conf
PVPP: A Programmable Vector Packet Processor.
SOSR
Sean Choi, Xiang Long, Muhammad Shahbaz, Skip Booth, Andy Keep, John Marshall, Changhoon Kim
2017 — conf
The Case for a Flexible Low-Level Backend for Software Data Planes.
APNet
Sean Choi, Xiang Long, Muhammad Shahbaz, Skip Booth, Andy Keep, John Marshall, Changhoon Kim
2016 A* conf
PISCES: A Programmable, Protocol-Independent Software Switch.
SIGCOMM
Muhammad Shahbaz, Sean Choi, Ben Pfaff, Changhoon Kim, Nick Feamster, Nick McKeown, Jennifer Rexford
2015 Misc conf
Kinetic: Verifiable Dynamic Network Control.
NSDI
Hyojoon Kim, Joshua Reich, Arpit Gupta, Muhammad Shahbaz, Nick Feamster, Russell J. Clark
2015 — conf
The case for an intermediate representation for programmable data planes.
SOSR
Muhammad Shahbaz, Nick Feamster
2014 — conf
FlowQoS: QoS for the rest of us.
HotSDN
Mohamed Said Seddiki, Muhammad Shahbaz, Sean Patrick Donovan, Sarthak Grover, Mi Seon Park, Nick Feamster, Ye-Qiong Song
2014 J jnl
OSNT: open source network tester.
IEEE Netw.
Gianni Antichi, Muhammad Shahbaz, Yilong Geng, Noa Zilberman, G. Adam Covington, Marc Bruyere, Nick McKeown, Nick Feamster, Bob Felderman, Michaela Blott, Andrew W. Moore, Philippe Owezarski
2014 A* conf
SDX: a software defined internet exchange.
SIGCOMM
Arpit Gupta, Laurent Vanbever, Muhammad Shahbaz, Sean P. Donovan, Brandon Schlinker, Nick Feamster, Jennifer Rexford, Scott Shenker, Russ Clark, Ethan Katz-Bassett
2014 A* conf
SDX: a software defined internet exchange.
SIGCOMM
Arpit Gupta, Laurent Vanbever, Muhammad Shahbaz, Sean Patrick Donovan, Brandon Schlinker, Nick Feamster, Jennifer Rexford, Scott Shenker, Russ Clark, Ethan Katz-Bassett
2013 — conf
Architecture for an open source network tester.
ANCS
Muhammad Shahbaz, Gianni Antichi, Yilong Geng, Noa Zilberman, G. Adam Covington, Marc Bruyere, Nick Feamster, Nick McKeown, Bob Felderman, Michaela Blott, Andrew W. Moore, Philippe Owezarski
2013 — conf
From 1G to 10G: code reuse in action.
HPPN@HPDC
Gianni Antichi, Muhammad Shahbaz, Stefano Giordano, Andrew W. Moore