Research output per year
Research output per year
Personal profile
About
My research interests include resource management, interconnection networks, multi-core architectures, and machine learning/artificial intelligence.
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
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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
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Heuristics-Enabled High-Performance Application Mapping in Network-on-Chip based Multicore Systems
Reza, M. F. & McCloud, Z., May 15 2023, In: IEEE International Conference on Omni-layer Intelligent Systems (COINS) 2023.Research output: Contribution to journal › Article › peer-review
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Machine Learning Enabled Solutions for Design and Optimization Challenges in Networks-on-Chip based Multi/Many-Core Architectures
Reza, M. F., Mar 13 2023, In: ACM Journal on Emerging Technologies in Computing Systems (JETC). 19Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Deep_Reinforcement_Learning_Enabled_Self-Configurable_Networks-on-Chip_for_High-Performance_and_Energy-Efficient_Computing_Systems.pdf
Reza, M. F., Jun 13 2022, In: IEEE Access.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Deep Reinforcement Learning with Different Rewards for Scheduling in High-Performance Computing Systems
Reza, M. F. & Zhao, B., Sep 13 2021, In: 64th IEEE International Midwest Symposium on Circuits & Systems (MWSCAS) 2021.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Energy-efficient task-resource co-allocation and heterogeneous multi-core NoC design in dark silicon era
Reza, M. F., Zhao, D. & Bayoumi, M., Oct 1 2021, In: Microprocessors and Microsystems. 86Research output: Contribution to journal › Article › peer-review
Open AccessFile
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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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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IEEE Young Professionals (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
Prizes
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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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EIU Fall 2023 Council on Faculty Research (CFR) Grant
Reza, M. F. (Recipient), Sep 1 2023
Prize: Prize (including medals and awards)
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EIU Summer 2022 Council on Faculty Research Proposal (CFR) Grant
Reza, M. F. (Recipient), Mar 15 2022
Prize: Prize (including medals and awards)
Courses
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