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Md Farhadur Reza
Institution:
Eastern Illinois University
Observed institutions:
Eastern Illinois University,
George Washington University,
University of Central Missouri,
University of Louisiana at Lafayette,
Virginia Tech
ORCID:
0000-0002-2978-6671
Observed ORCID:
0000-0002-2978-6671
OpenAlex ID:
A5022968292
Energy-efficient and high-performance NoC architecture and mapping solution for deep neural networks
2019
·
Md Farhadur Reza
, Paul Ampadu
·
IEEE/ACM International Symposium on Networks-on-Chip (NOCS)
·
32
DEC-NoC: An Approximate Framework Based on Dynamic Error Control with Applications to Energy-Efficient NoCs
2018
·
Yuechen Chen
, Md Farhadur Reza
, et al.
·
IEEE International Conference on Computer Design: VLSI in Computers and Processors (ICCD)
·
28
Neuro-NoC: Energy Optimization in Heterogeneous Many-Core NoC using Neural Networks in Dark Silicon Era
2018
·
Md Farhadur Reza
, Tung Thanh Le
, et al.
·
IEEE International Symposium on Circuits and Systems proceedings
·
25
Reinforcement Learning Enabled Routing for High-Performance Networks-on-Chip
2021
·
Md Farhadur Reza
, Tung Thanh Le
·
IEEE International Symposium on Circuits and Systems proceedings
·
22
Approximate Communication Strategies for Energy-Efficient and High Performance NoC: Opportunities and Challenges
2019
·
Md Farhadur Reza
, Paul Ampadu
·
ACM Great Lakes Symposium on VLSI (GLSVLSI)
·
21
Deep Reinforcement Learning Enabled Self-Configurable Networks-on-Chip for High-Performance and Energy-Efficient Computing Systems
2022
·
Md Farhadur Reza
·
IEEE Access
·
19
PDF
Machine Learning Enabled Solutions for Design and Optimization Challenges in Networks-on-Chip based Multi/Many-Core Architectures
2023
·
Md Farhadur Reza
·
ACM Journal on Emerging Technologies in Computing Systems
·
17
PDF
Power- Thermal Aware Balanced Task-Resource Co-Allocation in Heterogeneous Many CPU-GPU Cores NoC in Dark Silicon Era
2018
·
Md Farhadur Reza
, Dan Zhao
, et al.
·
IEEE International System-on-Chip Conference (SOCC)
·
17
Reinforcement Learning based Dynamic Link Configuration for Energy-Efficient NoC
2020
·
Md Farhadur Reza
·
IEEE International Midwest Symposium on Circuits and Systems (MWSCAS)
·
14
Task-Resource Co-Allocation for Hotspot Minimization in Heterogeneous Many-Core NoCs
2016
·
Md Farhadur Reza
, Dan Zhao
, et al.
·
ACM Great Lakes Symposium on VLSI (GLSVLSI)
·
13
Hotspot-aware task-resource co-allocation for heterogeneous many-core networks-on-chip
2018
·
Md Farhadur Reza
, Dan Zhao
, et al.
·
Computers & Electrical Engineering
·
12
PDF
Energy-efficient task-resource co-allocation and heterogeneous multi-core NoC design in dark silicon era
2021
·
Md Farhadur Reza
, Dan Zhao
, et al.
·
Microprocessors and Microsystems
·
10
Deep Reinforcement Learning for Self-Configurable NoC
2020
·
Md Farhadur Reza
·
IEEE International System-on-Chip Conference (SOCC)
·
10
Dark silicon-power-thermal aware runtime mapping and configuration in heterogeneous many-core NoC
2017
·
Md Farhadur Reza
, Dan Zhao
, et al.
·
IEEE International Symposium on Circuits and Systems proceedings
·
10
Heuristics-Enabled High-Performance Application Mapping in Network-on-Chip based Multicore Systems
2023
·
Md Farhadur Reza
, Zachary McCloud
·
IEEE International Conference on Omni-layer Intelligent Systems (COINS)
·
7
High-performance application mapping in network-on-chip-based multicore systems
2024
·
Md Farhadur Reza
·
The Journal of Supercomputing
·
5
PDF
Mapping Model and Heuristics for Accelerating Deep Neural Networks and for Energy-Efficient Networks-on-Chip
2024
·
Md Farhadur Reza
, Alex Yeazel
·
IEEE SoutheastCon
·
5
Nature-inspired Dragonfly Algorithm for High-Performance and Energy-Efficient Mapping of Deep Neural Networks in Networks-on-Chip
2024
·
Md Farhadur Reza
, Dominik Cloud
·
IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC)
·
3
Machine learning for design and optimization challenges in multi/many-core network-on-chip
2021
·
Md Farhadur Reza
·
International Workshop on Network on Chip Architectures (NoCArc)
·
3
Deep Reinforcement Learning with Different Rewards for Scheduling in High-Performance Computing Systems
2021
·
Md Farhadur Reza
, Bo Zhao
·
IEEE International Midwest Symposium on Circuits and Systems (MWSCAS)
·
3
Mapping models and heuristics for accelerating deep neural networks and designing energy-efficient networks-on-chip
2026
·
Md Farhadur Reza
, Dominik Cloud
·
The Journal of Supercomputing
·
1
Advancing Dementia Prediction: A Robust CNN Framework for Early Diagnosis
2025
·
Md Farhadur Reza
, Ali Kelly
·
IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC)
·
1
Application-Architecture Mapping for Energy-Efficiency and High-Performance in Network-on-Chip-Based Manycore Architectures
2024
·
Md Farhadur Reza
·
International Symposium on VLSI Technology, Systems and Applications (VLSI-TSA)
·
1
AMORL: A Training-Aware, Adaptive, Multi-Objective RL-CNN Framework for Dynamic DNN Mapping on Networks-on-Chip
2026
·
Md Farhadur Reza
·
Research Square
PDF
Progressive GAN-Augmented CNN for Multi-Class Dementia Classification With Severe Class Imbalance
2026
·
Md Farhadur Reza
·
IEEE International Conference on Electro Information Technology
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Works count:
29
Citation count:
279
H-index:
11
I10-index:
14
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