Md Farhadur Reza

24 papers C 4Journal 6Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Mapping models and heuristics for accelerating deep neural networks and designing energy-efficient networks-on-chip. J. Supercomput. Md Farhadur Reza, Dominik Cloud
2025	—	`conf`	Advancing Dementia Prediction: A Robust CNN Framework for Early Diagnosis. MCSoC Md Farhadur Reza, Ali Kelly
2025	—	`conf`	Neural Network-Based Mapping of Deep Neural Networks Onto Network-on-Chip Architectures. MCSoC Md Farhadur Reza, Dominik Cloud
2024	J	`jnl`	High-performance application mapping in network-on-chip-based multicore systems. J. Supercomput. Md Farhadur Reza
2024	—	`conf`	Nature-inspired Dragonfly Algorithm for High-Performance and Energy-Efficient Mapping of Deep Neural Networks in Networks-on-Chip. MCSoC Md Farhadur Reza, Dominik Cloud
2023	—	`conf`	Heuristics-Enabled High-Performance Application Mapping in Network-on-Chip based Multicore Systems. COINS Md Farhadur Reza, Zachary McCloud
2023	J	`jnl`	Machine Learning Enabled Solutions for Design and Optimization Challenges in Networks-on-Chip based Multi/Many-Core Architectures. ACM J. Emerg. Technol. Comput. Syst. Md Farhadur Reza
2022	J	`jnl`	Deep Reinforcement Learning Enabled Self-Configurable Networks-on-Chip for High-Performance and Energy-Efficient Computing Systems. IEEE Access Md Farhadur Reza
2021	—	`ed.`	34th IEEE International System-on-Chip Conference, SOCC 2021, Las Vegas, NV, USA, September 14-17, 2021 SOCC Gang Qu, Jinjun Xiong, Danella Zhao, Venki Muthukumar, Md Farhadur Reza, Ramalingam Sridhar
2021	—	`conf`	Deep Reinforcement Learning with Different Rewards for Scheduling in High-Performance Computing Systems. MWSCAS Md Farhadur Reza, Bo Zhao
2021	J	`jnl`	Energy-efficient task-resource co-allocation and heterogeneous multi-core NoC design in dark silicon era. Microprocess. Microsystems Md Farhadur Reza, Dan Zhao, Magdy A. Bayoumi
2021	—	`conf`	Machine learning for design and optimization challenges in multi/many-core network-on-chip. NoCArc@MICRO Md Farhadur Reza
2021	C	`conf`	Reinforcement Learning Enabled Routing for High-Performance Networks-on-Chip. ISCAS Md Farhadur Reza, Tung Thanh Le
2021	—	`conf`	Reinforcement Learning for Runtime Optimization for High Performance and Energy Efficient NoC. ISOCC Md Farhadur Reza
2020	—	`conf`	Deep Reinforcement Learning for Self-Configurable NoC. SoCC Md Farhadur Reza
2020	—	`conf`	Reinforcement Learning based Dynamic Link Configuration for Energy-Efficient NoC. MWSCAS Md Farhadur Reza
2019	—	`conf`	Approximate Communication Strategies for Energy-Efficient and High Performance NoC: Opportunities and Challenges. ACM Great Lakes Symposium on VLSI Md Farhadur Reza, Paul Ampadu
2019	—	`conf`	Energy-efficient and high-performance NoC architecture and mapping solution for deep neural networks. NOCS Md Farhadur Reza, Paul Ampadu
2018	C	`conf`	DEC-NoC: An Approximate Framework Based on Dynamic Error Control with Applications to Energy-Efficient NoCs. ICCD Yuechen Chen, Md Farhadur Reza, Ahmed Louri
2018	J	`jnl`	Hotspot-aware task-resource co-allocation for heterogeneous many-core networks-on-chip. Comput. Electr. Eng. Md Farhadur Reza, Dan Zhao, Hongyi Wu, Magdy A. Bayoumi
2018	C	`conf`	Neuro-NoC: Energy Optimization in Heterogeneous Many-Core NoC using Neural Networks in Dark Silicon Era. ISCAS Md Farhadur Reza, Tung Thanh Le, Bappaditya Dey, Magdy A. Bayoumi, Dan Zhao
2018	—	`conf`	Power- Thermal Aware Balanced Task-Resource Co-Allocation in Heterogeneous Many CPU-GPU Cores NoC in Dark Silicon Era. SoCC Md Farhadur Reza, Dan Zhao, Magdy A. Bayoumi
2017	C	`conf`	Dark silicon-power-thermal aware runtime mapping and configuration in heterogeneous many-core NoC. ISCAS Md Farhadur Reza, Dan Zhao, Magdy A. Bayoumi
2016	—	`conf`	Task-Resource Co-Allocation for Hotspot Minimization in Heterogeneous Many-Core NoCs. ACM Great Lakes Symposium on VLSI Md Farhadur Reza, Dan Zhao, Hongyi Wu