Muhammad Shahbaz

According to our database, Muhammad Shahbaz authored at least 37 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Caravan: Practical Online Learning of In-Network ML Models with Labeling Agents.

Qizheng Zhang, Ali Imran, Enkeleda Bardhi, Tushar Swamy, Nathan Zhang, Muhammad Shahbaz, Kunle Olukotun

Proceedings of the 18th USENIX Symposium on Operating Systems Design and Implementation, 2024

A Smart Cache for a SmartNIC! Scaling End-Host Networking to 400Gbps and Beyond.

Annus Zulfiqar, Ali Imran, Venkat Kunaparaju, Ben Pfaff, Gianni Antichi, Muhammad Shahbaz

Proceedings of the 36th IEEE Hot Chips Symposium, 2024

2023

The Slow Path Needs an Accelerator Too!

Annus Zulfiqar, Ben Pfaff, William Tu, Gianni Antichi, Muhammad Shahbaz

Comput. Commun. Rev., January, 2023

Ultima: Robust and Tail-Optimal AllReduce for Distributed Deep Learning in the Cloud.

Ertza Warraich, Omer Shabtai, Khalid Manaa, Shay Vargaftik, Yonatan Piasetzky, Matty Kadosh, Lalith Suresh, Muhammad Shahbaz

CoRR, 2023

μManycore: A Cloud-Native CPU for Tail at Scale.

Jovan Stojkovic, Chunao Liu, Muhammad Shahbaz, Josep Torrellas

Proceedings of the 50th Annual International Symposium on Computer Architecture, 2023

Modeling and Generating Control-Plane Traffic for Cellular Networks.

Jiayi Meng, Jingqi Huang, Y. Charlie Hu, Yaron Koral, Xiaojun Lin, Muhammad Shahbaz, Abhigyan Sharma

Proceedings of the 2023 ACM on Internet Measurement Conference, 2023

Homunculus: Auto-Generating Efficient Data-Plane ML Pipelines for Datacenter Networks.

Tushar Swamy, Annus Zulfiqar, Luigi Nardi, Muhammad Shahbaz, Kunle Olukotun

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

2022

Characterizing and Modeling Control-Plane Traffic for Mobile Core Network.

Jiayi Meng, Jingqi Huang, Y. Charlie Hu, Yaron Koral, Xiaojun Lin, Muhammad Shahbaz, Abhigyan Sharma

CoRR, 2022

Enabling the Reflex Plane with the nanoPU.

Stephen Ibanez, Alex Mallery, Serhat Arslan, Theo Jepsen, Muhammad Shahbaz, Changhoon Kim, Nick McKeown

CoRR, 2022

The case for native multi-node in-network machine learning.

Lorenzo Bracciale, Tushar Swamy, Muhammad Shahbaz, Pierpaolo Loreti, Stefano Salsano, Hesham Elbakoury

Proceedings of the 1st International Workshop on Native Network Intelligence, 2022

Taurus: a data plane architecture for per-packet ML.

Tushar Swamy, Alexander Rucker, Muhammad Shahbaz, Ishan Gaur, Kunle Olukotun

Proceedings of the ASPLOS '22: 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Lausanne, Switzerland, 28 February 2022, 2022

2021

Chopping off the Tail: Bounded Non-Determinism for Real-Time Accelerators.

Alexander Rucker, Muhammad Shahbaz, Kunle Olukotun

IEEE Comput. Archit. Lett., 2021

Constructing the face of network data.

Ertza Warraich, Muhammad Shahbaz

Proceedings of the SIGCOMM '21: ACM SIGCOMM 2021 Conference, 2021

The nanoPU: A Nanosecond Network Stack for Datacenters.

Stephen Ibanez, Alex Mallery, Serhat Arslan, Theo Jepsen, Muhammad Shahbaz, Changhoon Kim, Nick McKeown

Proceedings of the 15th USENIX Symposium on Operating Systems Design and Implementation, 2021

PMNet: In-Network Data Persistence.

Korakit Seemakhupt, Sihang Liu, Yasas Senevirathne, Muhammad Shahbaz, Samira Manabi Khan

Proceedings of the 48th ACM/IEEE Annual International Symposium on Computer Architecture, 2021

SARA: Scaling a Reconfigurable Dataflow Accelerator.

Yaqi Zhang, Nathan Zhang, Tian Zhao, Matt Vilim, Muhammad Shahbaz, Kunle Olukotun

Proceedings of the 48th ACM/IEEE Annual International Symposium on Computer Architecture, 2021

2020

Elmo: Source Routed Multicast for Public Clouds.

Muhammad Shahbaz, Lalith Suresh, Jennifer Rexford, Nick Feamster, Ori Rottenstreich, Mukesh Hira

IEEE/ACM Trans. Netw., 2020

The nanoPU: Redesigning the CPU-Network Interface to Minimize RPC Tail Latency.

Stephen Ibanez, Alex Mallery, Serhat Arslan, Theo Jepsen, Muhammad Shahbaz, Nick McKeown, Changhoon Kim

CoRR, 2020

Taurus: An Intelligent Data Plane.

Tushar Swamy, Alexander Rucker, Muhammad Shahbaz, Kunle Olukotun

CoRR, 2020

λ-NIC: Interactive Serverless Compute on Programmable SmartNICs.

Sean Choi, Muhammad Shahbaz, Balaji Prabhakar, Mendel Rosenblum

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

2019

λ-NIC: Interactive Serverless Compute on SmartNICs.

Sean Choi, Muhammad Shahbaz, Balaji Prabhakar, Mendel Rosenblum

Proceedings of the ACM SIGCOMM 2019 Conference Posters and Demos, 2019

Polystore++: Accelerated Polystore System for Heterogeneous Workloads.

Rekha Singhal, Nathan Zhang, Luigi Nardi, Muhammad Shahbaz, Kunle Olukotun

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

The Case for a Network Fast Path to the CPU.

Stephen Ibanez, Muhammad Shahbaz, Nick McKeown

Proceedings of the 18th ACM Workshop on Hot Topics in Networks, 2019

Elastic RSS: Co-Scheduling Packets and Cores Using Programmable NICs.

Alexander Rucker, Muhammad Shahbaz, Tushar Swamy, Kunle Olukotun

Proceedings of the 3rd Asia-Pacific Workshop on Networking, 2019

Toward Scalable Replication Systems with Predictable Tails Using Programmable Data Planes.

Sean Choi, Seo Jin Park, Muhammad Shahbaz, Balaji Prabhakar, Mendel Rosenblum

Proceedings of the 3rd Asia-Pacific Workshop on Networking, 2019

2018

Enabling Programmable Infrastructure for Multi-Tenant Data Centers

Muhammad Shahbaz

PhD thesis, 2018

Elmo: Source-Routed Multicast for Cloud Services.

Muhammad Shahbaz, Lalith Suresh, Nick Feamster, Jen Rexford, Ori Rottenstreich, Mukesh Hira

CoRR, 2018

2017

PVPP: A Programmable Vector Packet Processor.

Sean Choi, Xiang Long, Muhammad Shahbaz, Skip Booth, Andy Keep, John Marshall, Changhoon Kim

Proceedings of the Symposium on SDN Research, 2017

The Case for a Flexible Low-Level Backend for Software Data Planes.

Sean Choi, Xiang Long, Muhammad Shahbaz, Skip Booth, Andy Keep, John Marshall, Changhoon Kim

Proceedings of the First Asia-Pacific Workshop on Networking, 2017

2016

PISCES: A Programmable, Protocol-Independent Software Switch.

Muhammad Shahbaz, Sean Choi, Ben Pfaff, Changhoon Kim, Nick Feamster, Nick McKeown, Jennifer Rexford

Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016

2015

The case for an intermediate representation for programmable data planes.

Muhammad Shahbaz, Nick Feamster

Proceedings of the 1st ACM SIGCOMM Symposium on Software Defined Networking Research, 2015

Kinetic: Verifiable Dynamic Network Control.

Hyojoon Kim, Joshua Reich, Arpit Gupta, Muhammad Shahbaz, Nick Feamster, Russell J. Clark

Proceedings of the 12th USENIX Symposium on Networked Systems Design and Implementation, 2015

2014

OSNT: open source network tester.

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

IEEE Netw., 2014

FlowQoS: QoS for the rest of us.

Mohamed Said Seddiki, Muhammad Shahbaz, Sean Patrick Donovan, Sarthak Grover, Mi Seon Park, Nick Feamster, Ye-Qiong Song

Proceedings of the third workshop on Hot topics in software defined networking, 2014

SDX: a software defined internet exchange.

Arpit Gupta, Laurent Vanbever, Muhammad Shahbaz, Sean P. Donovan, Brandon Schlinker, Nick Feamster, Jennifer Rexford, Scott Shenker, Russ Clark, Ethan Katz-Bassett

Proceedings of the ACM SIGCOMM 2014 Conference, 2014

2013

From 1G to 10G: code reuse in action.

Gianni Antichi, Muhammad Shahbaz, Stefano Giordano, Andrew W. Moore

Proceedings of the first edition workshop on High performance and programmable networking, 2013

Architecture for an open source network tester.

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

Proceedings of the Symposium on Architecture for Networking and Communications Systems, 2013