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- [University of Michigan](https://umich.edu/) - [University of Michigan](https://umich.edu/)
- [Leinweber Computer Science and Information Building (4150)](https://maps.app.goo.gl/moe16DwajnPqVU3X8) - [Leinweber Computer Science and Information Building (4150)](https://maps.app.goo.gl/moe16DwajnPqVU3X8)
[![Website](https://img.shields.io/badge/Website-4285F4.svg)](https://muhammad.shahbaz.org/) [![Website](https://img.shields.io/badge/Website-3776AB.svg)](https://muhammad.shahbaz.org/)
[![Email](https://img.shields.io/badge/Email-4285F4.svg)](mailto:msbaz@umich.edu) [![Email](https://img.shields.io/badge/Email-3776AB.svg)](mailto:msbaz@umich.edu)
[![Google Scholar](https://img.shields.io/badge/Google%20Scholar-4285F4.svg)](https://scholar.google.com/citations?user=UhWjpNMAAAAJ&hl=en) [![Google Scholar](https://img.shields.io/badge/Google%20Scholar-3776AB.svg)](https://scholar.google.com/citations?user=UhWjpNMAAAAJ&hl=en)
[![Twitter](https://img.shields.io/badge/Twitter-4285F4.svg)](http://twitter.com/msbaz2013) [![Twitter](https://img.shields.io/badge/Twitter-3776AB.svg)](http://twitter.com/msbaz2013)
[![LinkedIn](https://img.shields.io/badge/LinkedIn-4285F4.svg)](https://www.linkedin.com/in/msbaz2013/) [![LinkedIn](https://img.shields.io/badge/LinkedIn-3776AB.svg)](https://www.linkedin.com/in/msbaz2013/)
[![GitLab](https://img.shields.io/badge/GitLab-4285F4.svg)](https://gitlab.com/mshahbaz) [![GitLab](https://img.shields.io/badge/GitLab-3776AB.svg)](https://gitlab.com/mshahbaz)
[![GitHub](https://img.shields.io/badge/GitHub-4285F4.svg)](https://github.com/msbaz2013) [![GitHub](https://img.shields.io/badge/GitHub-3776AB.svg)](https://github.com/msbaz2013)
[![CV](https://img.shields.io/badge/CV-4285F4.svg)](https://gitlab.com/mshahbaz/mshahbaz.gitlab.io/-/raw/master/publications/cv.pdf) [![CV](https://img.shields.io/badge/CV-3776AB.svg)](https://gitlab.com/mshahbaz/mshahbaz.gitlab.io/-/raw/master/publications/cv.pdf)
[![Bio](https://img.shields.io/badge/Bio-4285F4.svg)](Biography) [![Bio](https://img.shields.io/badge/Bio-3776AB.svg)](Biography)
## About Me ## About Me
...@@ -98,9 +98,9 @@ I am married to [Saira Malik](https://saira.shahbaz.org/). ...@@ -98,9 +98,9 @@ I am married to [Saira Malik](https://saira.shahbaz.org/).
1. **SIGCOMM `Poster`**. Annus Zulfiqar, Ben Pfaff, Gianni Antichi, Muhammad Shahbaz. *Kairo: Incremental View Maintenance for Scalable Virtual Switch Caching*. 2025 :tada: 1. **SIGCOMM `Poster`**. Annus Zulfiqar, Ben Pfaff, Gianni Antichi, Muhammad Shahbaz. *Kairo: Incremental View Maintenance for Scalable Virtual Switch Caching*. 2025 :tada:
1. **TECHCON**. Marilyn Rego, Murayyiam Parvez, Annus Zulfiqar, Roman Beltiukov, Shir Landau Feibish, Walter Willinger, Arpit Gupta, Muhammad Shahbaz. *SpliDT: Partitioned Decision Trees for Scalable Stateful ML Inference at Line Rate*. 2025 :tada: 1. **TECHCON**. Marilyn Rego, Murayyiam Parvez, Annus Zulfiqar, Roman Beltiukov, Shir Landau Feibish, Walter Willinger, Arpit Gupta, Muhammad Shahbaz. *SpliDT: Partitioned Decision Trees for Scalable Stateful ML Inference at Line Rate*. 2025 :tada:
1. **Euro S&P**. Enkeleda Bardhi, Chenxing Ji, Ali Imran, Muhammad Shahbaz, Riccardo Lazzeretti, Mauro Conti, Fernando Kuipers. *O'MINE: A Novel Collaborative DDoS Detection Mechanism for Programmable Data-Planes*. 2025 1. **Euro S&P**. Enkeleda Bardhi, Chenxing Ji, Ali Imran, Muhammad Shahbaz, Riccardo Lazzeretti, Mauro Conti, Fernando Kuipers. *O'MINE: A Novel Collaborative DDoS Detection Mechanism for Programmable Data-Planes*. 2025
1. **ISCA**. Jovan Stojkovic, Chunao Liu, Muhammad Shahbaz, Josep Torrellas. *HardHarvest: Hardware-Supported Core Harvesting for Microservices*. 2025 <br> [`PDF`](https://gitlab.com/mshahbaz/mshahbaz.gitlab.io/-/raw/master/publications/isca25-hardharvest.pdf) 1. **ISCA**. Jovan Stojkovic, Chunao Liu, Muhammad Shahbaz, Josep Torrellas. *HardHarvest: Hardware-Supported Core Harvesting for Microservices*. 2025 <br> [![PDF](https://img.shields.io/badge/PDF-59666C.svg)](https://gitlab.com/mshahbaz/mshahbaz.gitlab.io/-/raw/master/publications/isca25-hardharvest.pdf)
1. **ASPLOS**. Annus Zulfiqar, Ali Imran, Venkat Kunaparaju, Ben Pfaff, Gianni Antichi, Muhammad Shahbaz. *Gigaflow: Pipeline-Aware Sub-Traversal Caching for Modern SmartNICs*. 2025 <br> ![Artifact Available](https://img.shields.io/badge/Artifact%20Available-blue?style=flat&logo=ACM) <br> [`PDF`](https://gitlab.com/mshahbaz/mshahbaz.gitlab.io/-/raw/master/publications/asplos25-gigaflow.pdf) [`Artifact`](https://gigaflow-vswitch.github.io/) [`Video`](https://www.youtube.com/watch?v=tewxcn6uBHY) [`U-M CSE News`](https://cse.engin.umich.edu/stories/streamlining-cloud-traffic-with-a-gigaflow-cache) [`Tech Xplore`](https://techxplore.com/news/2025-04-gigaflow-cache-cloud-traffic-higher.html) 1. **ASPLOS**. Annus Zulfiqar, Ali Imran, Venkat Kunaparaju, Ben Pfaff, Gianni Antichi, Muhammad Shahbaz. *Gigaflow: Pipeline-Aware Sub-Traversal Caching for Modern SmartNICs*. 2025 <br> ![Artifact Available](https://img.shields.io/badge/Artifact%20Available-blue?style=flat-square&logo=ACM) <br> [![PDF](https://img.shields.io/badge/PDF-59666C.svg)](https://gitlab.com/mshahbaz/mshahbaz.gitlab.io/-/raw/master/publications/asplos25-gigaflow.pdf) [![Artifact](https://img.shields.io/badge/Artifact-59666C.svg)](https://gigaflow-vswitch.github.io/) [![Video](https://img.shields.io/badge/Video-59666C.svg)](https://www.youtube.com/watch?v=tewxcn6uBHY) [![U-M CSE News](https://img.shields.io/badge/U--M%20CSE%20News-59666C.svg)](https://cse.engin.umich.edu/stories/streamlining-cloud-traffic-with-a-gigaflow-cache) [![Tech Xplore](https://img.shields.io/badge/Tech%20Xplore-59666C.svg)](https://techxplore.com/news/2025-04-gigaflow-cache-cloud-traffic-higher.html)
1. **NSDI**. Ertza Warraich, Omer Shabtai, Khalid Manaa, Shay Vargaftik, Yonatan Piasetzky, Matty Kadosh, Lalith Suresh, Muhammad Shahbaz. *OptiReduce: Resilient and Tail-Optimal AllReduce for Distributed Deep Learning in the Cloud*. 2025 <br> ![Artifact Available](https://img.shields.io/badge/Artifact%20Available-blue?style=flat) <br> [`PDF`](https://gitlab.com/mshahbaz/mshahbaz.gitlab.io/-/raw/master/publications/nsdi25-optireduce.pdf) [`Artifact`](https://optireduce.github.io/) [`U-M CSE News`](https://cse.engin.umich.edu/stories/perfect-is-the-enemy-of-good-for-distributed-deep-learning-in-the-cloud) [`Tech Xplore`](https://techxplore.com/news/2025-04-enemy-good-deep-cloud.html) **[`Google Research Scholar Award`](Awards)** 1. **NSDI**. Ertza Warraich, Omer Shabtai, Khalid Manaa, Shay Vargaftik, Yonatan Piasetzky, Matty Kadosh, Lalith Suresh, Muhammad Shahbaz. *OptiReduce: Resilient and Tail-Optimal AllReduce for Distributed Deep Learning in the Cloud*. 2025 <br> [![Google Research Scholar Award](https://img.shields.io/badge/Google%20Research%20Scholar%20Award-%23DD0031.svg?style=flat-square)](Awards) ![Artifact Available](https://img.shields.io/badge/Artifact%20Available-blue?style=flat-square) <br> [![PDF](https://img.shields.io/badge/PDF-59666C.svg)](https://gitlab.com/mshahbaz/mshahbaz.gitlab.io/-/raw/master/publications/nsdi25-optireduce.pdf) [![Artifact](https://img.shields.io/badge/Artifact-59666C.svg)](https://optireduce.github.io/) [![U-M CSE News](https://img.shields.io/badge/U--M%20CSE%20News-59666C.svg)](https://cse.engin.umich.edu/stories/perfect-is-the-enemy-of-good-for-distributed-deep-learning-in-the-cloud) [![Tech Xplore](https://img.shields.io/badge/Tech%20Xplore-59666C.svg)](https://techxplore.com/news/2025-04-enemy-good-deep-cloud.html)
[More ...](Publications) [More ...](Publications)
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