2024

- Sabuj Laskar, Pranati Majhi, Sungkeun Kim, Farabi Mahmud, Abdullah Muzahid, Eun Jung Kim. Enhancing Collective Communication in MCM Accelerator for Deep Learning Training. High Performance Computer Architecture (HPCA), March 2024 (Acceptance Rate 18%). Downloads: PDF

2023

- Farabi Mahmud, Sungkeun Kim, Harpreet Singh Chawla, Jiayi Huang, Chia-Che Tsai, Eun Jung Kim, Abdullah Muzahid. Attack of the Knights: Non Uniform Cache Side Channel Attack. Annual Computer Security Applications Conference (ACSAC), December 2023 (Acceptance Rate 23%). Downloads: PDF

- Vahid Janfaza, Shantanu Mandal, Farabi Mahmud, Abdullah Muzahid.  ADA-GP: Accelerating DNN Training By Adaptive Gradient Prediction. In \textit{International Symposium on Microarchitecture (MICRO), October 2023 (Acceptance Rate 23%). Downloads: PDF

- Kevin Weston, Vahid Janfaza, Abhishek Taur, Dhara Mungra, Arnav Kansal, Mohammed Zahran, Abdullah Muzahid. Post-Silicon Customization Using Deep Neural Networks. International Conference on Architecture of Computing SYstems (ARCS), June 2023. Downloads: PDF

- Kevin Weston, Farabi Mahmud, Vahid Janfaza, Abdullah Muzahid. SmartIndex: Learning to Index Caches to Improve Performance. IEEE Computer Architecture Letters (CAL), April 2023. Downloads: PDF

- Vahid Janfaza, Kevin Weston, Moein Razavi Ghods, Shantanu Mandal, Farabi Mahmud, Alex Hilty, Abdullah Muzahid. MERCURY: Accelerating DNN Training By Exploiting Input Similarity. High Performance Computer Architecture (HPCA), February 2023 (Acceptance Rate 25%). Downloads: PDF

2022

- Sungkeun Kim, Farabi Mahmud, Jiayi Huang, Chia-Che Tsai, Abdullah Muzahid, Eun Jung Kim. WHISTLE: CPU Abstractions for Hardware and Software Memory Safety Invariants. IEEE Transactions on Computers. Downloads: PDF

2021

- Jiayi Huang, Pritam Majumder, Sungkeun Kim, Abdullah Muzahid, Ki Hwan Yum, Eun Jung Kim. Communication Algorithm-Architecture Co-Design for Distributed Deep Learning. International Symposium on Computer Architecture (ISCA), June 2021 (Acceptance Rate 18%). Downloads:  PDF

- Shantanu Mandal, Todd Anderson, Javier Turek, Shengtian Zhou, Justin Gottschlich, Abdullah Muzahid. Learning Fitness Functions for Machine Programming. Machine Learning and Systems (MLSys), April 2021 (Acceptance Rate 23%). Downloads:  PDF

2020

- Sungkeun Kim, Farabi Mahmud, Jiayi Huang, Pritam Majumder, Neophytos Christou, Abdullah Muzahid, Chia-Che Tsai, Eun Jung Kim. ReViCe: Reusing Victim Cache toPrevent Speculative Cache Leakage. IEEE Secure Development (SecDev), September 2020 (Acceptance Rate 25%). Downloads:  PDF

- Abdullah Muzahid and Others. Program Synthesis for Scientific Computing. Community Report Sponsored by the Department of Energy, August 2020. Downloads:  PDF

- Riad Akram, Shantanu Mandal, Abdullah Muzahid. XMeter: Finding Approximable Functions and Predicting Their Accuracy. IEEE Transactions onComputers (TC), June 2020. Downloads:  PDF

- Phat Nguyen, Abhishek Taur, Arnav Kansal, Mohamed Zahran, Abdullah Muzahid. Forecaster: A Continuous Learning Approach to Improve HardwareEfficiency. Poster In International Symposium on Code Generation and Optimization (CGO), February 2020. Downloads:  PDF

2019

- Mohammad Mejbah Ul Alam, Justin Gottschlich, Nesime Tatbul, Javier Turek, Timothy Mattson, Abdullah Muzahid. A Zero-Positive Learning Approach for Diagnosing Software Performance Regressions. Neural Information Processing Systems (NeurIPS), December 2019 (Acceptance Rate 21%). Downloads: PDF

2018

- Mohammad Majharul Islam, Abdullah Muzahid. Bugaroo: Exposing Memory Model Bugs in Many-core Systems. International Symposium on Software Reliability Engineering (ISSRE), October 2018 (Acceptance Rate 24%). Downloads: PDF

2017

- Mohammad Mejbah Ul Alam, Tongping Liu, Guangming Zeng, Abdullah Muzahid. SyncPerf: Categorizing, Detecting, and Diagnosing Synchronization Performance Bugs. International Symposium on Workload Characterization (EuroSys), April 2017 (Acceptance Rate 20%). Downloads: PDF

- Riad Akram, Abdullah Muzahid. Approximeter: Automatically Finding and Quantifying Code Sections for Approximation. Poster in International Symposium on Workload Characterization(IISWC), October 2017 .

2016

- Ismail Akturk, Riad Akram, Mohammad Majharul Islam, Ulya Karpuzcu, Abdullah Muzahid. Accuracy Bugs: A New Class of Concurrency Bugs to Exploit Algorithmic Noise Tolerance. ACM Transactions on Architecture and Code Optimization (ACM TACO). Downloads: PDF

- Mohammad Majharul Islam, Riad Akram, Abdullah Muzahid. Hardware-Based Sequential Consistency Violation Detection Made Simpler. International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP), December 2016. Downloads: PDF

- Riad Akram, Mohammad Mejbah Ul Alam, Abdullah Muzahid. Approximate Lock: Trading off Accuracy for Performance by Skipping Critical Sections. International Symposium on Software Reliability Engineering (ISSRE), October 2016 (Acceptance Rate 34%). Downloads: PDF

- Mohammad Majharul Islam, Abdullah Muzahid. Detecting, Exposing, and Classifying Sequential Consistency Violations. International Symposium on Software Reliability Engineering (ISSRE), October 2016 (Acceptance Rate 34%). Downloads: PDF

- Mohammad Mejbah Ul Alam, Abdullah Muzahid. Production-Run Software Failure Diagnosis via Adaptive Communication Tracking. International Symposium on Computer Architecture (ISCA), June 2016 (Acceptance Rate 18%). Downloads: PDF

2015

- Mohammad Mejbah Ul Alam, Abdullah Muzahid. Cassandra: A Neural Network Based Software Bug Detection Scheme. Poster in International Conference on Parallel Architectures and Compilation Techniques (PACT), October 2015. Downloads: PDF

- Mohammad Shahedul Islam, Matt Gibson, Abdullah Muzahid. Fast and QoS-Aware Heterogeneous Data Center Scheduling Using Locality Sensitive Hashing. International Conference on Cloud Computing Technology and Science (CloudCom), December 2015 (Acceptance Rate 25%). Downloads: PDF

- Abdullah Muzahid. Hardware Support for Production Run Diagnosis of Performance Bugs. Short Paper in International Conference on Computer Design (ICCD), October 2015. Downloads: PDF

- Mohammad Shahedul Islam, Matt Gibson, Abdullah Muzahid. Fast and Accurate Workload Characterization Using Locality Sensitive Hashing. Invited Paper in International Conference on Embedded Software and Systems (ICESS), August 2015. Downloads: PDF

2014

- Shanxiang Qi, Abdullah Muzahid, Wonsun Ahn, and Josep Torrellas. Dynamically Detecting and Tolerating IF-Condition Data Races. International Symposium on High Performance Computer Architecture (HPCA), February 2014 (Acceptance Rate 25%). Downloads: PDF

2013

- Yuelu Duan, Abdullah Muzahid, and Josep Torrellas. WeeFence: Toward Making Fences Free in TSO. International Symposium on Computer Architecture (ISCA), June 2013 (Acceptance Rate 19%). Downloads: PDF

- Mohammad Majharul Islam, and Abdullah Muzahid. Characterizing Real World Bugs Causing Sequential Consistency Violations. Hot Topics in Parallelism (HotPar), June 2013. Downloads: PDF

- Mejbah Ul Alam, Rehana Begam, Sabidur Rahman, and Abdullah Muzahid. Concurrency Bug Detection and Avoidance Through Continuous Learning of Invariants Using Neural Networks in Hardware. Workshop on Dynamic Analysis (WODA) in conjunction with ASPLOS, March 2013. Downloads: PDF

2012

- Abdullah Muzahid, Shanxiang Qi, and Josep Torrellas. Vulcan: Architectural Support for Dynamically Detecting Sequential Consistency Violations in Programs. International Symposium on Microarchitecture (MICRO), December 2012 (Acceptance Rate 17%). Downloads: PDF

- Shanxiang Qi, Norimasa Otsuki, Lois Nogueira, Abdullah Muzahid, and Josep Torrellas. AsymRace: Tolerating Asymmetric Data Races with Unintrusive Hardware. International Symposium on High Performance Computer Architecture (HPCA), February 2012 (Acceptance Rate 17%). Downloads: PDF

2010

- Abdullah Muzahid, Norimasa Otsuki, and Josep Torrellas. AtomTracker: A Comprehensive Approach to Atomic Region Inference and Violation Detection. International Symposium on Microarchitecture (MICRO), December 2010 (Acceptance Rate 17%). Downloads: PDF

2009

- Abdullah Muzahid, Dario Suarez, Shanxiang Qi, and Josep Torrellas. SigRace: Signature-Based Data Race Detection. International Symposium on Computer Architecture (ISCA), June 2009 (Acceptance Rate 20%). Downloads: PDF

- Abdullah Muzahid, Dario Suarez, Shanxiang Qi, and Josep Torrellas. Architectural Support for Detecting Data Races and Atomicity Violations. Intel Developer Forum (IDF), September 2009. Downloads: PPT

2006

- Abdullah Muzahid, Ahmed Khurshid, Md. Mostofa Akbar, and Masud Karim Khan.Reservation Based Adaptive Uplink Admission Control for WCDMA. InInternationalConference on Next Generation Wireless Systems (ICNEWS), January 2006. Downloads: PDF