Md Rubel Ahmed

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 18

Top Topics

Capacity Planning

Design Space Exploration

Mining Patterns

Reinforcement Learning

Top Venues

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

Publications

Md Rubel Ahmed, Toshiaki Koike-Akino, Kieran Parsons, Ye Wang
AutoHLS: Learning to Accelerate Design Space Exploration for HLS Designs. CoRR (2024)
Md Rubel Ahmed, Bardia Nadimi, Hao Zheng
AutoModel: Automatic Synthesis of Models From Communication Traces of SoC Designs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (7) (2024)
Md Rubel Ahmed, Bardia Nadimi, Hao Zheng
AutoModel: Automatic Synthesis of Models from Communication Traces of SoC Designs. CoRR (2023)
Md Rubel Ahmed, Toshiaki Koike-Akino, Kieran Parsons, Ye Wang
Joint Software-Hardware Design for Green AI. MWSCAS (2023)
Salman Sadiq Shuvo, Hasan Symum, Md Rubel Ahmed, Yasin Yilmaz, José Zayas-Castro
Multi-Objective Reinforcement Learning Based Healthcare Expansion Planning Considering Pandemic Events. IEEE J. Biomed. Health Informatics 27 (6) (2023)
Md Rubel Ahmed, Bardia Nadimi, Hao Zheng
System-on-Chip Message Flow Mining with Masked-Language Models. MWSCAS (2023)
Md Rubel Ahmed, Toshiaki Koike-Akino, Kieran Parsons, Ye Wang
AutoHLS: Learning to Accelerate Design Space Exploration for HLS Designs. MWSCAS (2023)
Md Rubel Ahmed, Hao Zheng
Deep Bidirectional Transformers for SoC Flow Specification Mining. CoRR (2022)
Md Rubel Ahmed, Hao Zheng, Parijat Mukherjee, Mahesh C. Ketkar, Jin Yang
Mining Patterns From Concurrent Execution Traces. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (8) (2022)
Md Rubel Ahmed, Bardia Nadimi, Hao Zheng
Mining SoC Message Flows with Attention Model. CoRR (2022)
Hao Zheng, Md Rubel Ahmed, Parijat Mukherjee, Mahesh C. Ketkar, Jin Yang
Model Synthesis for Communication Traces of System-on-Chip Designs. CoRR (2021)
Md Rubel Ahmed, Hao Zheng
Tools and Algorithms for SoC Communication Traces. CoRR (2021)
Salman Sadiq Shuvo, Md Rubel Ahmed, Hasan Symum, Yasin Yilmaz
Deep Reinforcement Learning Based Cost-Benefit Analysis for Hospital Capacity Planning. IJCNN (2021)
Hao Zheng, Md Rubel Ahmed, Parijat Mukherjee, Mahesh C. Ketkar, Jin Yang
Model Synthesis for Communication Traces of System Designs. ICCD (2021)
Md Rubel Ahmed, Hao Zheng, Parijat Mukherjee, Mahesh C. Ketkar, Jin Yang
A Comparative Study of Specification Mining Methods for SoC Communication Traces. ISVLSI (2021)
Md Rubel Ahmed, Hao Zheng, Parijat Mukherjee, Mahesh C. Ketkar, Jin Yang
Mining Message Flows from System-on-Chip Execution Traces. ISQED (2021)
Md Rubel Ahmed, Hao Zheng, Parijat Mukherjee, Mahesh C. Ketkar, Jin Yang
Mining Message Flows from System-on-Chip Execution Traces. CoRR (2020)
Salman Sadiq Shuvo, Md Rubel Ahmed, Sadia Binta Kabir, Shaila Akter Shetu
Application of Machine Learning Based Hospital Up-gradation Policy for Bangladesh. NSysS (2020)