HR job title
- Assistant Professor
- Contact Info
Muzahid, Abdullah Assistant Professor
Positions
- Assistant Professor, Computer Science and Engineering, College of Engineering
My research broadly focuses on various aspects of Computer Architecture and Systems. More specifically, I am interested in multiprocessor architecture, parallel programming, programming models, debugging, program analysis and synthesis. Recently, I am interested in applying Machine Learning to solve various system related issues.
- Overview
- Publications
- Research
- Teaching
- Background
- Contact
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Overview
Publications
selected publications
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academic article
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Weston, K., Mahmud, F., Janfaza, V., & Muzahid, A.
(2023).
SmartIndex: Learning to Index Caches to Improve Performance. IEEE Computer Architecture Letters.
22(1), 33-36.
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Kim, S., Mahmud, F., Huang, J., Majumder, P., Tsai, C., Muzahid, A., & Kim, E. J.
(2023).
WHISTLE: CPU Abstractions for Hardware and Software Memory Safety Invariants. 72(3), 811-825.
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Akram, R., Mandal, S., & Muzahid, A.
(2021).
XMeter: Finding Approximable Functions and Predicting Their Accuracy. 70(7), 1081-1093.
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Alam, M., & Muzahid, A.
(2016).
Production-run software failure diagnosis via A daptive C ommunication T racking. 44(3), 354-366.
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Akturk, I., Akram, R., Islam, M. M., Muzahid, A., & Karpuzcu, U. R.
(2016).
Accuracy Bugs: A New Class of Concurrency Bugs to Exploit Algorithmic Noise Tolerance. ACM Transactions on Architecture and Code Optimization (TACO).
13(4), 48-24.
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Duan, Y., Muzahid, A., & Torrellas, J.
(2013).
WeeFence. Computer architecture news.
41(3), 213-224.
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Muzahid, A., Surez, D., Qi, S., & Torrellas, J.
(2009).
SigRace. Computer architecture news.
37(3), 337-348.
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Weston, K., Mahmud, F., Janfaza, V., & Muzahid, A.
(2023).
SmartIndex: Learning to Index Caches to Improve Performance. IEEE Computer Architecture Letters.
22(1), 33-36.
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conference paper
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Mahmud, F., Kim, S., Chawla, H. S., Kim, E. J., Tsai, C., & Muzahid, A.
(2023).
Attack of the Knights:Non Uniform Cache Side Channel Attack. 691-703.
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Janfaza, V., Mandal, S., Mahmud, F., & Muzahid, A.
(2023).
ADA-GP: Accelerating DNN Training By Adaptive Gradient Prediction. 1092-1105.
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Janfaza, V., Weston, K., Razavi, M., Mandal, S., Mahmud, F., Hilty, A., & Muzahid, A.
(2023).
MERCURY: Accelerating DNN Training By Exploiting Input Similarity. 638-650.
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Huang, J., Majumder, P., Kim, S., Muzahid, A., Yum, K. H., & Kim, E. J.
(2021).
Communication Algorithm-Architecture Co-Design for Distributed Deep Learning. Proceedings / Annual International Symposium on Computer Architecture. International Symposium on Computer Architecture.
181-194.
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Kim, S., Mahmud, F., Huang, J., Majumder, P., Christou, N., Muzahid, A., Tsai, C., & Kim, E. J.
(2020).
ReViCe: Reusing Victim Cache to Prevent Speculative Cache Leakage. 96-107.
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Islam, M. M., & Muzahid, A.
(2018).
Bugaroo: Exposing Memory Model Bugs in Many-core Systems. Proceedings - International Symposium on Software Reliability Engineering, ISSRE.
178-188.
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Akram, R., & Muzahid, A.
(2017).
Approximeter: Automatically Finding and Quantifying Code Sections for Approximation. 116-117.
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Alam, M., Liu, T., Zeng, G., & Muzahid, A.
(2017).
SyncPerf. 298-313.
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Alam, M., & Muzahid, A.
(2016).
Production-Run Software Failure Diagnosis via Adaptive Communication Tracking. Proceedings / Annual International Symposium on Computer Architecture. International Symposium on Computer Architecture.
354-366.
-
Akram, R., Alam, M., & Muzahid, A.
(2016).
Approximate Lock: Trading off Accuracy for Performance by Skipping Critical Sections. Proceedings - International Symposium on Software Reliability Engineering, ISSRE.
253-263.
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Islam, M. M., & Muzahid, A.
(2016).
Detecting, Exposing, and Classifying Sequential Consistency Violations. Proceedings - International Symposium on Software Reliability Engineering, ISSRE.
141-252.
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Islam, M. M., Akram, R., & Muzahid, A.
(2016).
Hardware-Based Sequential Consistency Violation Detection Made Simpler. Lecture Notes in Artificial Intelligence.
18-37.
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Islam, M. S., Gibson, M., & Muzahid, A.
(2015).
Fast and Accurate Workload Characterization Using Locality Sensitive Hashing. 1192-1201.
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Islam, M. S., Gibson, M., & Muzahid, A.
(2015).
Fast and QoS-Aware Heterogeneous Data Center Scheduling Using Locality Sensitive Hashing. 74-81.
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Muzahid, A.
(2015).
Hardware Support for Production Run Diagnosis of Performance Bugs. 487-490.
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Qi, S., Muzahid, A. A., Ahn, W., & Torrellas, J.
(2014).
Dynamically Detecting and Tolerating IF-Condition Data Races. Proceedings - International Symposium on High-Performance Computer Architecture.
120-131.
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Muzahid, A., Qi, S., & Torrellas, J.
(2013).
Vulcan: Hardware Support for Detecting Sequential Consistency Violations Dynamically. Micro -Annual Workshop then Annual International Symposium-.
363-375.
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Duan, Y., Muzahid, A., & Torrellas, J.
(2013).
WeeFence. Proceedings / Annual International Symposium on Computer Architecture. International Symposium on Computer Architecture.
213-224.
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Qi, S., Otsuki, N., Nogueira, L. O., Muzahid, A., & Torrellas, J.
(2012).
Pacman: Tolerating Asymmetric Data Races with Unintrusive Hardware. Proceedings - International Symposium on High-Performance Computer Architecture.
1-12.
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Muzahid, A., Otsuki, N., & Torrellas, J.
(2010).
AtomTracker: A Comprehensive Approach to Atomic Region Inference and Violation Detection*This work was supported in part by the National Science Foundation under grant CNS 0720593, and by Intel and Microsoft under the Universal Parallel Computing Research Center (UPCRC). Micro -Annual Workshop then Annual International Symposium-.
287-297.
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Muzahid, A., Surez, D., Qi, S., & Torrellas, J.
(2009).
SigRace: signature-based data race detection. Computer architecture news.
337-348.
-
Mahmud, F., Kim, S., Chawla, H. S., Kim, E. J., Tsai, C., & Muzahid, A.
(2023).
Attack of the Knights:Non Uniform Cache Side Channel Attack. 691-703.
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institutional repository document
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Mandal, S., Anderson, T. A., Turek, J., Gottschlich, J., & Muzahid, A.
(2022).
Synthesizing Programs with Continuous Optimization
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Mahmud, F., Kim, S., Chawla, H. S., Tsai, C., Kim, E. J., & Muzahid, A.
(2021).
Attack of the Knights: A Non Uniform Cache Side-Channel Attack
-
Janfaza, V., Weston, K., Razavi, M., Mandal, S., Mahmud, F., Hilty, A., & Muzahid, A.
(2021).
MERCURY: Accelerating DNN Training By Exploiting Input Similarity
-
Majumder, P., Huang, J., Kim, S., Muzahid, A., Siegers, D., Tsai, C., & Kim, E. J.
(2021).
Continual Learning Approach for Improving the Data and Computation Mapping in Near-Memory Processing System
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Weston, K., Jafanza, V., Kansal, A., Taur, A., Zahran, M., & Muzahid, A.
(2020).
The Case for Learning Application Behavior to Improve Hardware Energy Efficiency
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Mandal, S., Anderson, T. A., Turek, J. S., Gottschlich, J., Zhou, S., & Muzahid, A.
(2019).
Learning Fitness Functions for Machine Programming
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Alam, M., Gottschlich, J., Tatbul, N., Turek, J., Mattson, T., & Muzahid, A.
(2017).
A Zero-Positive Learning Approach for Diagnosing Software Performance Regressions
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Mandal, S., Anderson, T. A., Turek, J., Gottschlich, J., & Muzahid, A.
(2022).
Synthesizing Programs with Continuous Optimization
Research
principal investigator on
Teaching
teaching activities
- CSCE120 Program Design & Concepts Instructor
- CSCE312 Computer Organization Instructor
- CSCE350 Computer Arch & Design Instructor
- CSCE469 Adv Computer Architec Instructor
- CSCE491 Hnr-research Instructor
- CSCE491 Hnr-research Instructor
- CSCE614 Computer Architecture Instructor
- CSCE684 Professional Internship Instructor
- CSCE685 Directed Studies Instructor
- CSCE689 Sptp: Advanced Comp Arch Instructor
- CSCE689 Sptp:ml For Computer Sys&arch Instructor
- CSCE691 Research Instructor
Background
education and training
awards and honors
- Faculty Early Career Development (CAREER) Program, conferred by National Science Foundation - (Arlington, Virginia, United States), 2017
- W. J. Poppelbaum Memorial Award, conferred by University of Illinois at Urbana Champaign - (Urbana, Illinois, United States), 2012
- Intel PhD Fellowship, conferred by Intel - (Santa Clara, California, United States), 2011
- Sohaib and Sara Abbasi Computer Science Fellowship, conferred by University of Illinois at Urbana Champaign - (Urbana, Illinois, United States), 2006
Contact
first name
- Abdullah
has last name
- Muzahid
Other
In the News
- Software Updates Slowing You Down? News Release
- Software updates slowing you down? This tool might fix it News Release
- Tool finds software update bugs in hours, not days News Release
- abdullah.muzahid@tamu.edu