Abdullah Muzahid

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 32

Top Topics

Candidate Pruning

Continuous Optimization

Top Venues

IEEE Trans. Computers

Publications

Sabuj Laskar, Pranati Majhi, Sungkeun Kim, Farabi Mahmud, Abdullah Muzahid, Eun Jung Kim
Enhancing Collective Communication in MCM Accelerators for Deep Learning Training. HPCA (2024)
Vahid Janfaza, Kevin Weston, Moein Razavi, Shantanu Mandal, Farabi Mahmud, Alex Hilty, Abdullah Muzahid
MERCURY: Accelerating DNN Training By Exploiting Input Similarity. HPCA (2023)
Vahid Janfaza, Shantanu Mandal, Farabi Mahmud, Abdullah Muzahid
Adaptive Gradient Prediction for DNN Training. CoRR (2023)
Kevin Weston, Farabi Mahmud, Vahid Janfaza, Abdullah Muzahid
SmartIndex: Learning to Index Caches to Improve Performance. IEEE Comput. Archit. Lett. 22 (1) (2023)
Sungkeun Kim, Farabi Mahmud, Jiayi Huang, Pritam Majumder, Chia-Che Tsai, Abdullah Muzahid, Eun Jung Kim
WHISTLE: CPU Abstractions for Hardware and Software Memory Safety Invariants. IEEE Trans. Computers 72 (3) (2023)
Farabi Mahmud, Sungkeun Kim, Harpreet Singh Chawla, Eun Jung Kim, Chia-Che Tsai, Abdullah Muzahid
Attack of the Knights: Non Uniform Cache Side Channel Attack. ACSAC (2023)
Vahid Janfaza, Shantanu Mandal, Farabi Mahmud, Abdullah Muzahid
ADA-GP: Accelerating DNN Training By Adaptive Gradient Prediction. MICRO (2023)
Kevin Weston, Vahid Janfaza, Abhishek Taur, Dhara Mungra, Arnav Kansal, Mohamed Zahran, Abdullah Muzahid
Post-Silicon Customization Using Deep Neural Networks. ARCS (2023)
Shantanu Mandal, Adhrik Chethan, Vahid Janfaza, S. M. Farabi Mahmud, Todd A. Anderson, Javier Turek, Jesmin Jahan Tithi, Abdullah Muzahid
Large Language Models Based Automatic Synthesis of Software Specifications. CoRR (2023)
Shantanu Mandal, Todd A. Anderson, Javier Turek, Justin Gottschlich, Abdullah Muzahid
Synthesizing Programs with Continuous Optimization. CoRR (2022)
Farabi Mahmud, Sungkeun Kim, Harpreet Singh Chawla, Pritam Majumder, Jiayi Huang, Chia-Che Tsai, Eun Jung Kim, Abdullah Muzahid
Attacks of the Knights: Exploiting Non Uniform Cache Access Time. CoRR (2021)
Vahid Janfaza, Kevin Weston, Moein Razavi, Shantanu Mandal, Abdullah Muzahid
SIMCNN - Exploiting Computational Similarity to Accelerate CNN Training in Hardware. CoRR (2021)
Shantanu Mandal, Todd A. Anderson, Javier Turek, Justin Gottschlich, Shengtian Zhou, Abdullah Muzahid
Learning Fitness Functions for Machine Programming. MLSys (2021)
Riad Akram, Shantanu Mandal, Abdullah Muzahid
XMeter: Finding Approximable Functions and Predicting Their Accuracy. IEEE Trans. Computers 70 (7) (2021)
Pritam Majumder, Jiayi Huang, Sungkeun Kim, Abdullah Muzahid, Dylan Siegers, Chia-Che Tsai, Eun Jung Kim
Continual Learning Approach for Improving the Data and Computation Mapping in Near-Memory Processing System. CoRR (2021)
Jiayi Huang, Pritam Majumder, Sungkeun Kim, Abdullah Muzahid, Ki Hwan Yum, Eun Jung Kim
Communication Algorithm-Architecture Co-Design for Distributed Deep Learning. ISCA (2021)
Phat Nguyen, Arnav Kansal, Abhishek Taur, Mohamed Zahran, Abdullah Muzahid
FORECASTER: A Continual Lifelong Learning Approach to Improve Hardware Efficiency. CoRR (2020)
Sungkeun Kim, Farabi Mahmud, Jiayi Huang, Pritam Majumder, Neophytos Christou, Abdullah Muzahid, Chia-Che Tsai, Eun Jung Kim
ReViCe: Reusing Victim Cache to Prevent Speculative Cache Leakage. SecDev (2020)
Mejbah Alam, Justin Gottschlich, Nesime Tatbul, Javier S. Turek, Tim Mattson, Abdullah Muzahid
A Zero-Positive Learning Approach for Diagnosing Software Performance Regressions. NeurIPS (2019)
Shantanu Mandal, Todd A. Anderson, Mejbah Alam, Justin Gottschlich, Abdullah Muzahid
NetSyn: Neural Evolutionary Technique to Synthesize Programs. CoRR (2019)
Mohammad Majharul Islam, Abdullah Muzahid
Bugaroo: Exposing Memory Model Bugs in Many-Core Systems. ISSRE (2018)
Mohammad Mejbah Ul Alam, Tongping Liu, Guangming Zeng, Abdullah Muzahid
SyncPerf: Categorizing, Detecting, and Diagnosing Synchronization Performance Bugs. EuroSys (2017)
Mohammad Mejbah Ul Alam, Justin Gottschlich, Md. Mostofa Ali Patwary, Saeef Ahmad, Abdullah Muzahid
AutoCon: Regression Testing for Detecting Cache Contention Anomalies Using Autoencoder. CoRR (2017)
Riad Akram, Abdullah Muzahid
Approximeter: Automatically finding and quantifying code sections for approximation. IISWC (2017)
Mohammad Mejbah Ul Alam, Abdullah Muzahid
Production-Run Software Failure Diagnosis via Adaptive Communication Tracking. ISCA (2016)
Ismail Akturk, Riad Akram, Mohammad Majharul Islam, Abdullah Muzahid, Ulya R. Karpuzcu
Accuracy Bugs: A New Class of Concurrency Bugs to Exploit Algorithmic Noise Tolerance. ACM Trans. Archit. Code Optim. 13 (4) (2016)
Riad Akram, Mohammad Mejbah Ul Alam, Abdullah Muzahid
Approximate Lock: Trading off Accuracy for Performance by Skipping Critical Sections. ISSRE (2016)
Mohammad Majharul Islam, Riad Akram, Abdullah Muzahid
Hardware-Based Sequential Consistency Violation Detection Made Simpler. ICA3PP (2016)
Mohammad Majharul Islam, Abdullah Muzahid
Detecting, Exposing, and Classifying Sequential Consistency Violations. ISSRE (2016)
Mohammad Shahedul Islam, Matt Gibson, Abdullah Muzahid
Fast and Accurate Workload Characterization Using Locality Sensitive Hashing. HPCC/CSS/ICESS (2015)
Abdullah Muzahid
Hardware support for production run diagnosis of performance bugs. ICCD (2015)
Mohammad Shahedul Islam, Matt Gibson, Abdullah Muzahid
Fast and QoS-Aware Heterogeneous Data Center Scheduling Using Locality Sensitive Hashing. CloudCom (2015)
Shanxiang Qi, Abdullah Muzahid, Wonsun Ahn, Josep Torrellas
Dynamically detecting and tolerating IF-Condition Data Races. HPCA (2014)
Yuelu Duan, Abdullah Muzahid, Josep Torrellas
WeeFence: toward making fences free in TSO. ISCA (2013)
Mohammad Majharul Islam, Abdullah Muzahid
Characterizing Real World Bugs Causing Sequential Consistency Violations. HotPar (2013)
Shanxiang Qi, Norimasa Otsuki, Lois Orosa Nogueira, Abdullah Muzahid, Josep Torrellas
Pacman: Tolerating asymmetric data races with unintrusive hardware. HPCA (2012)
Abdullah Muzahid, Shanxiang Qi, Josep Torrellas
Vulcan: Hardware Support for Detecting Sequential Consistency Violations Dynamically. MICRO (2012)
Abdullah Muzahid, Norimasa Otsuki, Josep Torrellas
AtomTracker: A Comprehensive Approach to Atomic Region Inference and Violation Detection. MICRO (2010)
Abdullah Muzahid, Darío Suárez Gracia, Shanxiang Qi, Josep Torrellas
SigRace: signature-based data race detection. ISCA (2009)