Md Farhadur Reza

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 19

Top Topics

Routing Algorithm

Reinforcement Learning

Energy Efficient

Top Venues

ACM Great Lakes Symposium on VLSI

Publications

Md Farhadur Reza
High-performance application mapping in network-on-chip-based multicore systems. J. Supercomput. 80 (13) (2024)
Md Farhadur Reza, Zachary McCloud
Heuristics-Enabled High-Performance Application Mapping in Network-on-Chip based Multicore Systems. COINS (2023)
Md Farhadur Reza
Machine Learning Enabled Solutions for Design and Optimization Challenges in Networks-on-Chip based Multi/Many-Core Architectures. ACM J. Emerg. Technol. Comput. Syst. 19 (3) (2023)
Md Farhadur Reza
Deep Reinforcement Learning Enabled Self-Configurable Networks-on-Chip for High-Performance and Energy-Efficient Computing Systems. IEEE Access 10 (2022)
Md Farhadur Reza
Reinforcement Learning for Runtime Optimization for High Performance and Energy Efficient NoC. ISOCC (2021)
Md Farhadur Reza
Machine learning for design and optimization challenges in multi/many-core network-on-chip. NoCArc@MICRO (2021)
Md Farhadur Reza, Dan Zhao, Magdy A. Bayoumi
Energy-efficient task-resource co-allocation and heterogeneous multi-core NoC design in dark silicon era. Microprocess. Microsystems 86 (2021)
Md Farhadur Reza, Tung Thanh Le
Reinforcement Learning Enabled Routing for High-Performance Networks-on-Chip. ISCAS (2021)
Md Farhadur Reza, Bo Zhao
Deep Reinforcement Learning with Different Rewards for Scheduling in High-Performance Computing Systems. MWSCAS (2021)
Md Farhadur Reza
Reinforcement Learning based Dynamic Link Configuration for Energy-Efficient NoC. MWSCAS (2020)
Md Farhadur Reza
Deep Reinforcement Learning for Self-Configurable NoC. SoCC (2020)
Md Farhadur Reza, Paul Ampadu
Approximate Communication Strategies for Energy-Efficient and High Performance NoC: Opportunities and Challenges. ACM Great Lakes Symposium on VLSI (2019)
Md Farhadur Reza, Paul Ampadu
Energy-efficient and high-performance NoC architecture and mapping solution for deep neural networks. NOCS (2019)
Yuechen Chen, Md Farhadur Reza, Ahmed Louri
DEC-NoC: An Approximate Framework Based on Dynamic Error Control with Applications to Energy-Efficient NoCs. ICCD (2018)
Md Farhadur Reza, Tung Thanh Le, Bappaditya Dey, Magdy A. Bayoumi, Dan Zhao
Neuro-NoC: Energy Optimization in Heterogeneous Many-Core NoC using Neural Networks in Dark Silicon Era. ISCAS (2018)
Md Farhadur Reza, Dan Zhao, Magdy A. Bayoumi
Power- Thermal Aware Balanced Task-Resource Co-Allocation in Heterogeneous Many CPU-GPU Cores NoC in Dark Silicon Era. SoCC (2018)
Md Farhadur Reza, Dan Zhao, Hongyi Wu, Magdy A. Bayoumi
Hotspot-aware task-resource co-allocation for heterogeneous many-core networks-on-chip. Comput. Electr. Eng. 68 (2018)
Md Farhadur Reza, Dan Zhao, Magdy A. Bayoumi
Dark silicon-power-thermal aware runtime mapping and configuration in heterogeneous many-core NoC. ISCAS (2017)
Md Farhadur Reza, Dan Zhao, Hongyi Wu
Task-Resource Co-Allocation for Hotspot Minimization in Heterogeneous Many-Core NoCs. ACM Great Lakes Symposium on VLSI (2016)