Abdullah Muzahid

According to our database, Abdullah Muzahid authored at least 40 papers between 2009 and 2024.

Collaborative distances:

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

2024

Enhancing Collective Communication in MCM Accelerators for Deep Learning Training.

Sabuj Laskar, Pranati Majhi, Sungkeun Kim, Farabi Mahmud, Abdullah Muzahid, Eun Jung Kim

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2024

2023

WHISTLE: CPU Abstractions for Hardware and Software Memory Safety Invariants.

Sungkeun Kim, Farabi Mahmud, Jiayi Huang, Pritam Majumder, Chia-Che Tsai, Abdullah Muzahid, Eun Jung Kim

IEEE Trans. Computers, March, 2023

Adaptive Gradient Prediction for DNN Training.

Vahid Janfaza, Shantanu Mandal, Farabi Mahmud, Abdullah Muzahid

CoRR, 2023

Large Language Models Based Automatic Synthesis of Software Specifications.

Shantanu Mandal, Adhrik Chethan, Vahid Janfaza, S. M. Farabi Mahmud, Todd A. Anderson, Javier Turek, Jesmin Jahan Tithi, Abdullah Muzahid

CoRR, 2023

SmartIndex: Learning to Index Caches to Improve Performance.

Kevin Weston, Farabi Mahmud, Vahid Janfaza, Abdullah Muzahid

IEEE Comput. Archit. Lett., 2023

ADA-GP: Accelerating DNN Training By Adaptive Gradient Prediction.

Vahid Janfaza, Shantanu Mandal, Farabi Mahmud, Abdullah Muzahid

Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture, 2023

MERCURY: Accelerating DNN Training By Exploiting Input Similarity.

Vahid Janfaza, Kevin Weston, Moein Razavi, Shantanu Mandal, Farabi Mahmud, Alex Hilty, Abdullah Muzahid

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2023

Post-Silicon Customization Using Deep Neural Networks.

Kevin Weston, Vahid Janfaza, Abhishek Taur, Dhara Mungra, Arnav Kansal, Mohamed Zahran, Abdullah Muzahid

Proceedings of the Architecture of Computing Systems - 36th International Conference, 2023

Attack of the Knights: Non Uniform Cache Side Channel Attack.

Farabi Mahmud, Sungkeun Kim, Harpreet Singh Chawla, Eun Jung Kim, Chia-Che Tsai, Abdullah Muzahid

Proceedings of the Annual Computer Security Applications Conference, 2023

2022

Synthesizing Programs with Continuous Optimization.

Shantanu Mandal, Todd A. Anderson, Javier Turek, Justin Gottschlich, Abdullah Muzahid

CoRR, 2022

2021

XMeter: Finding Approximable Functions and Predicting Their Accuracy.

Riad Akram, Shantanu Mandal, Abdullah Muzahid

IEEE Trans. Computers, 2021

Attacks of the Knights: Exploiting Non Uniform Cache Access Time.

Farabi Mahmud, Sungkeun Kim, Harpreet Singh Chawla, Pritam Majumder, Jiayi Huang, Chia-Che Tsai, Eun Jung Kim, Abdullah Muzahid

CoRR, 2021

SIMCNN - Exploiting Computational Similarity to Accelerate CNN Training in Hardware.

Vahid Janfaza, Kevin Weston, Moein Razavi, Shantanu Mandal, Abdullah Muzahid

CoRR, 2021

Continual Learning Approach for Improving the Data and Computation Mapping in Near-Memory Processing System.

Pritam Majumder, Jiayi Huang, Sungkeun Kim, Abdullah Muzahid, Dylan Siegers, Chia-Che Tsai, Eun Jung Kim

CoRR, 2021

Learning Fitness Functions for Machine Programming.

Shantanu Mandal, Todd A. Anderson, Javier Turek, Justin Gottschlich, Shengtian Zhou, Abdullah Muzahid

Proceedings of Machine Learning and Systems 2021, 2021

Communication Algorithm-Architecture Co-Design for Distributed Deep Learning.

Jiayi Huang, Pritam Majumder, Sungkeun Kim, Abdullah Muzahid, Ki Hwan Yum, Eun Jung Kim

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

2020

FORECASTER: A Continual Lifelong Learning Approach to Improve Hardware Efficiency.

Phat Nguyen, Arnav Kansal, Abhishek Taur, Mohamed Zahran, Abdullah Muzahid

CoRR, 2020

ReViCe: Reusing Victim Cache to Prevent Speculative Cache Leakage.

Sungkeun Kim, Farabi Mahmud, Jiayi Huang, Pritam Majumder, Neophytos Christou, Abdullah Muzahid, Chia-Che Tsai, Eun Jung Kim

Proceedings of the IEEE Secure Development, SecDev 2020, Atlanta, GA, USA, 2020

2019

NetSyn: Neural Evolutionary Technique to Synthesize Programs.

Shantanu Mandal, Todd A. Anderson, Mejbah Alam, Justin Gottschlich, Abdullah Muzahid

CoRR, 2019

A Zero-Positive Learning Approach for Diagnosing Software Performance Regressions.

Mejbah Alam, Justin Gottschlich, Nesime Tatbul, Javier S. Turek, Tim Mattson, Abdullah Muzahid

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Bugaroo: Exposing Memory Model Bugs in Many-Core Systems.

Mohammad Majharul Islam, Abdullah Muzahid

Proceedings of the 29th IEEE International Symposium on Software Reliability Engineering, 2018

2017

AutoCon: Regression Testing for Detecting Cache Contention Anomalies Using Autoencoder.

Mohammad Mejbah Ul Alam, Justin Gottschlich, Md. Mostofa Ali Patwary, Saeef Ahmad, Abdullah Muzahid

CoRR, 2017

Approximeter: Automatically finding and quantifying code sections for approximation.

Riad Akram, Abdullah Muzahid

Proceedings of the 2017 IEEE International Symposium on Workload Characterization, 2017

SyncPerf: Categorizing, Detecting, and Diagnosing Synchronization Performance Bugs.

Mohammad Mejbah Ul Alam, Tongping Liu, Guangming Zeng, Abdullah Muzahid

Proceedings of the Twelfth European Conference on Computer Systems, 2017

2016

Accuracy Bugs: A New Class of Concurrency Bugs to Exploit Algorithmic Noise Tolerance.

Ismail Akturk, Riad Akram, Mohammad Majharul Islam, Abdullah Muzahid, Ulya R. Karpuzcu

ACM Trans. Archit. Code Optim., 2016

Detecting, Exposing, and Classifying Sequential Consistency Violations.

Mohammad Majharul Islam, Abdullah Muzahid

Proceedings of the 27th IEEE International Symposium on Software Reliability Engineering, 2016

Approximate Lock: Trading off Accuracy for Performance by Skipping Critical Sections.

Riad Akram, Mohammad Mejbah Ul Alam, Abdullah Muzahid

Proceedings of the 27th IEEE International Symposium on Software Reliability Engineering, 2016

Production-Run Software Failure Diagnosis via Adaptive Communication Tracking.

Mohammad Mejbah Ul Alam, Abdullah Muzahid

Proceedings of the 43rd ACM/IEEE Annual International Symposium on Computer Architecture, 2016

Hardware-Based Sequential Consistency Violation Detection Made Simpler.

Mohammad Majharul Islam, Riad Akram, Abdullah Muzahid

Proceedings of the Algorithms and Architectures for Parallel Processing, 2016

2015

Hardware support for production run diagnosis of performance bugs.

Abdullah Muzahid

Proceedings of the 33rd IEEE International Conference on Computer Design, 2015

Fast and Accurate Workload Characterization Using Locality Sensitive Hashing.

Mohammad Shahedul Islam, Matt Gibson, Abdullah Muzahid

Proceedings of the 17th IEEE International Conference on High Performance Computing and Communications, 2015

Fast and QoS-Aware Heterogeneous Data Center Scheduling Using Locality Sensitive Hashing.

Mohammad Shahedul Islam, Matt Gibson, Abdullah Muzahid

Proceedings of the 7th IEEE International Conference on Cloud Computing Technology and Science, 2015

2014

Dynamically detecting and tolerating IF-Condition Data Races.

Shanxiang Qi, Abdullah Muzahid, Wonsun Ahn, Josep Torrellas

Proceedings of the 20th IEEE International Symposium on High Performance Computer Architecture, 2014

2013

WeeFence: toward making fences free in TSO.

Yuelu Duan, Abdullah Muzahid, Josep Torrellas

Proceedings of the 40th Annual International Symposium on Computer Architecture, 2013

Characterizing Real World Bugs Causing Sequential Consistency Violations.

Mohammad Majharul Islam, Abdullah Muzahid

Proceedings of the 5th USENIX Workshop on Hot Topics in Parallelism, 2013

2012

Effective architectural support for detecting concurrency bugs

Abdullah Muzahid

PhD thesis, 2012

Vulcan: Hardware Support for Detecting Sequential Consistency Violations Dynamically.

Abdullah Muzahid, Shanxiang Qi, Josep Torrellas

Proceedings of the 45th Annual IEEE/ACM International Symposium on Microarchitecture, 2012

Pacman: Tolerating asymmetric data races with unintrusive hardware.

Shanxiang Qi, Norimasa Otsuki, Lois Orosa Nogueira, Abdullah Muzahid, Josep Torrellas

Proceedings of the 18th IEEE International Symposium on High Performance Computer Architecture, 2012

2010

AtomTracker: A Comprehensive Approach to Atomic Region Inference and Violation Detection.

Abdullah Muzahid, Norimasa Otsuki, Josep Torrellas

Proceedings of the 43rd Annual IEEE/ACM International Symposium on Microarchitecture, 2010

2009

SigRace: signature-based data race detection.

Abdullah Muzahid, Darío Suárez Gracia, Shanxiang Qi, Josep Torrellas

Proceedings of the 36th International Symposium on Computer Architecture (ISCA 2009), 2009