Personal profile
About
External positions
Assistant Professor, University of Central Missouri
Aug 1 2019 → Aug 1 2021
Research Interests
- Resource management
- Networks-on-Chip
- Interconnection networks
- Multi-core architectures
- Machine learning/Artificial intelligence
Disciplines
- Computer Engineering
- Computer and Systems Architecture
- Computer Sciences
Collaborations and top research areas from the last five years
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Optimization of HVAC Systems with Edge Computing Using AI and Data Analytics for Building Energy Efficiency
Xie, H. & Reza, M. F., Jan 2026.Research output: Contribution to conference › Paper › peer-review
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Advancing Dementia Prediction: A Robust CNN Framework for Early Diagnosis
Reza, M. F. & Kelly, A., Jul 20 2025.Research output: Contribution to conference › Paper › peer-review
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Mapping Models and Heuristics for Accelerating Deep Neural Networks and Designing Energy-Efficient Networks-on-Chip
Reza, M. F. & Cloud, D., Dec 2025, In: Journal of Supercomputing.Research output: Contribution to journal › Article › peer-review
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Neural Network-Based Mapping of Deep Neural Networks onto Network-on-Chip Architectures
Reza, M. F. & Cloud, D., Jul 20 2025.Research output: Contribution to conference › Paper › peer-review
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Reinforcement Learning and Convolutional Neural Networks for Generalized and Adaptive Multi-Objective Mapping of DNN Workloads in Networks-on-Chip
Reza, M. F., Apr 2 2025.Research output: Contribution to conference › Paper › peer-review
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Application-Architecture Mapping for Energy-Efficiency and High-Performance in Network-on-Chip-Based Manycore Architectures
Reza, M. F., Apr 22 2024, p. 1-2.Research output: Contribution to conference › Paper › peer-review
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High-performance application mapping in network-on-chip-based multicore systems
Reza, M. F., Sep 2024, In: Journal of Supercomputing. 80, 13, p. 18573-18599 27 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Mapping Model and Heuristics for Accelerating Deep Neural Networks and for Energy-Efficient Networks-On-Chip
Reza, M. F. & Yeazel, A., Mar 1 2024, In: IEEE SouthEastCon Conference.Research output: Contribution to journal › Article › peer-review
Activities
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General Co-Chair of IEEE/ACM International Workshop on Network-on-Chip Architectures (NoCArc) 2024
Reza, M. F. (Participant)
Mar 1 2024 → Nov 8 2024Activity: Participating in or organizing an event › Participation in conference
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Invited Talk at the "International Workshop on HPC for AI" at National Yang Ming Chiao Tung University, Hsinchu, Taiwan, April 2024.
Reza, M. F. (Speaker)
Apr 24 2024Activity: Talk or presentation › Invited talk
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Technical Program Co-Chair, IEEE/ACM International Workshop on Network-on-Chip Architectures (NoCArc) 2023
Reza, M. F. (Participant)
Mar 1 2023 → Nov 1 2023Activity: Participating in or organizing an event › Participation in conference
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IEEE/ACM International Workshop on Network on Chip Architectures (NoCArc), held with 54th MICRO 2021 (External organization)
Reza, M. F. (Member)
Jan 1 2021Activity: Membership › Membership of network
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33rd IEEE International System-on-Chip Conference (SOCC), 2020 (External organization)
Reza, M. F. (Member)
Jan 1 2020Activity: Membership › Membership of network
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IEEE Young Professionals (External organization)
Reza, M. F. (Member)
Jan 1 2018 → …Activity: Membership › Membership of network
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Institute of Electrical and Electronics Engineers (IEEE) (External organization)
Reza, M. F. (Member)
Jan 1 2018 → …Activity: Membership › Membership of network
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Association for Computing Machinery (ACM) (External organization)
Reza, M. F. (Member)
Jan 1 2016 → …Activity: Membership › Membership of network
Courses
Prizes
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Achievement and Contribution Award (ACA) in Balanced category
Reza, M. F. (Recipient), Oct 2025
Prize: Prize (including medals and awards)
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Student Impact Grant for Faculty Mentor Award
Reza, M. F. (Recipient), Nov 2025
Prize: Prize (including medals and awards)
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Achievement and Contribution Award (ACA) in Balanced category
Reza, M. F. (Recipient), Feb 1 2024
Prize: Prize (including medals and awards)
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EIU Fall 2024 Council on Faculty Research (CFR) Grant
Reza, M. F. (Recipient), Oct 1 2024
Prize: Prize (including medals and awards)
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EIU Summer 2024 Council on Faculty Research (CFR) Grant
Reza, M. F. (Recipient), Mar 15 2024
Prize: Prize (including medals and awards)
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Press/Media
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EIU Celebrates 2022-23 ACA Recipients
Timm, D. M., Reza, M. F., Sterling, G. C., Meiners, S. J., Yoder, A. M., Canivez, G., Ramrattan, H., Effert-Fanta, E. L., Worthington, M., Bruns, T., Laughlin-Schultz, B., Gatrell, J., He, H., Kerins, A., Riley, J. D., Beck, M. W., Anthony, A. B. & More, C.
10/30/23
1 item of Media coverage
Press/Media: Research
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U.S. Patents Awarded to Inventors in Washington (Dec. 28)
12/28/22
1 item of Media coverage
Press/Media: Research
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Deep Reinforcement Learning to Dynamically Configure NoC Resources
6/17/22
1 item of Media coverage
Press/Media: Research
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Google’s Chipmaking Ambitions Get An Acquisition Boost
5/13/21
1 item of Media coverage
Press/Media: Research