Publications
[ Google Scholar ]
2026
- Md Abdullah Al Sami, Ibrahim Tanvir, Palash Roy, Md Abdur Razzaque, Md Rafiul Hassan, Mohammad Mehedi Hassan, “A Gated Transformer MADDPG Algorithm for Latency and Energy Aware Task Offloading in Digital Twinning Aerial Edge Computing”, Vehicular Communications (Elsevier), 2026, 100944 (IF: 6.5)
2025
- Masum Hossain, Maruf Hossain, Ramjan Ali, Palash Roy, Md. Abdur Razzaque and Md. Ahsan Habib, “Priority Aware Fair Resource Allocation for Task Offloading in MEC Federations”, 2025 7th International Conference on Sustainable Technologies for Industry 5.0 (STI), 11-12 Dec, 2025, Dhaka, Bangladesh
- Md. Jamil Hasan, Md. Hasibur Rahman, Md Sajjad Hossen, Palash Roy, Md. Abdur Razzaque, Giancarlo Fortino, Raffaele Gravina, Mohammad Mehedi Hassan, “Priority-Aware Task Offloading for Latency and Energy Minimization in Healthcare IoT Systems,”, 2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC), October 5-8, 2025, Vienna, Austria, pp. 4667-4672.
- Tahsin Ahmmed, Waliyel Hasnat Zaman, Md. Saiful Islam Rimon, Palash Roy, Md. Abdur Razzaque, Giancarlo Fortino, Claudio SAVAGLIO, Mohammad Mehedi Hassan, “Green Energy and Latency Aware Computation Intensive Machine Learning Task Offloading in Carbon-Neutral Edge Computing,”, 2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC), October 5-8, 2025, Vienna, Austria, pp. 7017-7022.
- Mostakim Jihad, Abdullah Al Fahad, Palash Roy, Md Abdur Razzaque, Abdulhameed Alelaiwi, Md Rafiul Hassan, Mohammad Mehedi Hassan, “Quality of Experience Aware Task Execution in Digital Twinning Vehicular Edge Computing: A Framework and A3C Algorithm”, Future Generation Computer Systems (Elsevier), Volume 176, 2025, 108144. (IF: 6.1)
- Shabab Murshed, Md. Abdur Razzaque, Palash Roy, Mohammad Mehedi Hassan, “Dynamic Task Prioritization and Fair Resource Allocation in Vehicular Edge Computing,” IEEE INFOCOM 2025 - IEEE Conference on Computer Communications Workshops (INFOCOM ICCN 2025), London, United Kingdom, 2025.
- Reyadath Ullah, Ittehad Chowdhury, Md. Abdur Razzaque, Palash Roy, Mohammad Mehedi Hassan, “Federated Deep Reinforcement Learning for Optimal Resource Allocation in Vehicular Edge Computing”, Intelligent Computing. CompCom 2025. Lecture Notes in Networks and Systems, vol 1425, 2025 Springer.
- Himel Saha, Md Nur Ahmed, Palash Roy, Md. Abdur Razzaque, Nafis Fuad Tanvir, Mohammad Mehedi Hassan, Md Zia Uddin, “Device and data Heterogeneity Aware SplitFed Learning for Digital Twin empowered Industrial Internet of Things”, Computer Networks (Elsevier), Volume 270, 2025, 111478. (IF: 4.6)
- A.K.M. Atiqur Rahman, Muntasir Chowdhury Mridul, Palash Roy, Md. Abdur Razzaque, Md. Rajin Saleh, Mohammad Mehedi Hassan, Md Zia Uddin, “A Multi-Head Attention Mechanism Assisted MADDPG Algorithm for Real-Time Data Collection in Internet of Drones”, Vehicular Communications (Elsevier), Volume 54, 2025, 100944. (IF: 5.8)
- Joy Munshi, Sumaya Sultana, Md. Jahid Hassan, Palash Roy, Md. Abdur Razzaque, Abdulhameed Alelaiwi, Md. Zia Uddin, Mohammad Mehedi Hassan, “Attention model-driven MADDPG algorithm for delay and cost-aware placement of service function chains in 5G”, Ad Hoc Networks (Elsevier), Volume 173, 2025, 103806. (IF: 4.4)
2024
- Shah Jalal, Palash Roy, Sudip Chandra Ghoshal, Subrato Basak, Belal Hoshan, Md. Abdur Razzaque and Saiful Azad, “Artificial Bee Colony Optimization for Delay and Cost Aware Task Scheduling in Serverless Computing Environment”, 2024 6th International Conference on Sustainable Technologies for Industry 5.0 (STI), 14-15 Dec, 2024, Dhaka, Bangladesh
- Md. Abdullah Al Sami, Ibrahim Tanvir, Md. Abu Taief Siddique, Palash Roy, Md. Abdur Razzaque and Muhammad Aminur Rahaman, “Energy and Latency-Aware Optimal Task Allocation in Edge Computing Assisted Multi-UAV System”, 2024 6th International Conference on Sustainable Technologies for Industry 5.0 (STI), 14-15 Dec, 2024, Dhaka, Bangladesh. [Best Paper Award of the conference]
- Farhana Huq, Nahar Sultana, Palash Roy, Md. Abdur Razzaque, Shamsul Huda, Mohammad Mehedi Hassan, “Cross regional online food delivery: Service quality optimization and real-time order assignment,”, Computers & Operations Research (Elsevier), Volume 173, 2025, 106877, (IF: 4.1).
- Nahar Sultana, Farhana Huq, Palash Roy, Md. Abdur Razzaque, Md. Mustafizur Rahman, Taiyeba Akter, Mohammad Mehedi Hassan, “Context aware clustering and meta-heuristic resource allocation for NB-IoT D2D devices in smart healthcare applications,”, Future Generation Computer Systems (Elsevier), Volume 162, 107477, (IF: 6.2).
- Sudip Chandra Ghoshal, Md Maruf Hossain, Bishozit Chandra Das, Palash Roy, Md. Abdur Razzaque, Saiful Azad, Mohammad Mehedi Hassan, Claudio Savaglio, Giancarlo Fortino, “VESBELT: An energy-efficient and low-latency aware task offloading in Maritime Internet-of-Things networks using ensemble neural networks”, Future Generation Computer Systems (Elsevier), Volume 161, 2024, pp. 572-585, (IF: 6.2).
- Safiqul Islam, Mahadi Ahammed, N. A. Siddiquee, Palash Roy, Md. Abdur Razzaque, MM Hassan and Kashif Saleem, “A Hyper-Heuristic Approach for Quality of Experience Aware Service Placement Scheme in 5G Mobile Edge Computing”, IEEE Access, (IF: 3.9).
- Shamyo Brotee, Farhan Kabir, Md. Abdur Razzaque, Palash Roy, Md. Mamun-Or-Rashid, Md. Rafiul Hassan, Mohammad Mehedi Hassan, “Optimizing UAV-UGV coalition operations: A hybrid clustering and multi-agent reinforcement learning approach for path planning in obstructed environment”, Ad Hoc Networks (Elsevier)(IF: 4.4)
- Sabiha Tasnim Sumona; Syed Sabbir Hasan; Abu Yousuf Tamzid; Palash Roy; Md. Abdur Razzaque; Redowan Mahmud, “A Deep Q-Learning Framework for Enhanced QoE and Energy Optimization in Fog Computing,” 2024 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), Abu Dhabi, United Arab Emirates, 2024, pp. 669-676, doi: 10.1109/DCOSS-IoT61029.2024.00104.
- Mostakim Jihad, Mashraba Tasnim Rodshi, Abdullah Al Fahad, Palash Roy, Md. Abdur Razzaque, Mohammad Mehedi Hassani, “Quality of Experience Aware Task Offloading in Digital Twinning Vehicular Edge Computing”, 2024 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), Abu Dhabi, United Arab Emirates, 2024, pp. 239-243, doi: 10.1109/DCOSS-IoT61029.2024.00043.
- Shabab Murshed, Abu Shaikh Nibir, Md. Abdur Razzaque, Palash Roy, Ahmed Zohier Elhendi, Md. Rafiul Hassan, Mohammad Mehedi Hassan, “Weighted fair energy transfer in a UAV network: A multi-agent deep reinforcement learning approach”, Energy (Elsevier)(IF: 9.0)
2023
- Abdur Razzak, Md Tariqul Islam, Palash Roy, Md Abdur Razzaque, Md Rafiul Hassan, Mohammad Mehedi Hassan, “Leveraging Deep Q-Learning to maximize consumer quality of experience in smart grid”, Energy (Elsevier)(IF: 9.0)
- Nawmi Nujhat, Fahmida Haque Shanta, Sujan Sarker, Palash Roy, Md. Abdur Razzaque, Md.Mamun-Or-Rashid, Mohammad Mehedi Hassan, Giancarlo Fortino, “Task offloading exploiting grey wolf optimization in collaborative edge computing”, Journal of Cloud Computing (Springer) (IF: 4.4)
- Shariar Hossain Emon, MD Lotifur Rahman, Sumiya Siddika Omi, Palash Roy, Md. Abdur Razzaque, K. M. Shadman Wadith, Jargis Ahmed, “Energy Consumption Aware Delay Minimization for UAV Enabled Internet of Vehicle”, 2023 5th International Conference on Sustainable Technologies for Industry 5.0 (STI), 9-10 Dec, 2023, Dhaka, Bangladesh.
- Joy Munshi, Sumaya Sultana, Md. Jahid Hassan, Palash Roy, Md. Abdur Razzaque, and Syed Ahsanul Kabir, “Delay and Cost Aware Adaptive Deployment and Migration of Service Function Chains in 5G”, 10th International Conference on Networking, Systems and Security (NSysS 2023), December 21–23, 2023, Khulna, Bangladesh. [Best Student Paper Award]
- Sakhaouth Hossan, Farhan Mahmud, Palash Roy, Md. Abdur Razzaque, and Md. Mustafizur Rahman, “Energy and Latency-aware Computation Load Distribution of Hybrid Split and Federated Learning on IoT Devices”, 10th International Conference on Networking, Systems, and Security (NSysS 2023), December 21–23, 2023, Khulna, Bangladesh.
- Zeneya Sharmin, Palash Roy, Md. Abdur Razzaque, “User Quality of Experience and Profit Aware Task Allocation in Mobile Device Cloud”, 2023 International Symposium on Networks, Computers and Communications (ISNCC), Doha, Qatar, 2023, pp. 1-6.
- Amrin Karim, Jannatul Ema, Tasnia Yasmin, Palash Roy, Md. Abdur Razzaque, “Latency and Cost-Aware Deployment of Dynamic Service Function Chains in 5G Networks”, 2023 International Symposium on Networks, Computers and Communications (ISNCC), Doha, Qatar, 2023, pp. 1-6.
- Pranjal Kumar Nandi, Md. Rejaul Islam Reaj, Sujan Sarker, Md. Abdur Razzaque, Md. Mamun-or-Rashid, Palash Roy, “Task offloading to edge cloud balancing utility and cost for energy harvesting Internet of Things”, Journal of Network and Computer Applications (Elsevier), Volume 221, 103766. (IF: 8.7)
- Syeda Nabila Akter, Afsana Kabir Sinthia, Palash Roy, Md. Abdur Razzaque, Mohammad Mehedi Hassan, Francesco Pupo, Giancarlo Fortino, “Reputation Aware Optimal Team Formation for Collaborative Software Crowdsourcing in Industry 5.0”, Journal of King Saud University: Computer and Information Sciences (Elsevier) (IF: 6.9)
- Anika Tahsin, Palash Roy, Md. Abdur Razzaque, MD. MAMUN-OR-RASHID, MOHAMMAD SIRAJ, SALMAN A. ALQAHTANI, MD. RAFIUL HASSAN, MOHAMMAD MEHEDI HASSAN, “Energy Cooperation Among Sustainable base Stations in Multi-Operator Cellular Networks”, IEEE Access, Volume: 11, 2023 (IF: 3.9).
2022
- M. Shahjalal, N. Farhana, Palash Roy, Md. Abdur Razzaque, Kuljeet Kaur, Mohammad Mehedi Hassan, “A Binary Grey Wolf Optimization Algorithm for Deployment of Virtual Network Functions in 5G Hybrid Cloud”, Computer Communications (Elsevier) (IF: 5.047).
- Sudip Chandra Ghoshal, Md Maruf Hossain, Bishozit Chandra Das, Palash Roy, Md. Abdur Razzaque, “Trade-off Between Latency and Energy for Offloading Tasks in Maritime Internet of Things”, 2022 4th International Conference on Sustainable Technologies for Industry 4.0 (STI), 17-18 Dec, 2022, Dhaka, Bangladesh.
- Md. Daiyan Uddin Mozumder, Riaj Hosen, Md. Mamun Hossain, Md. Ahsan Habib, Palash Roy, Md. Abdur Razzaque, “Multiple Circular Ring-canals on the Starfish Routing Backbone in Wireless Sensor Networks”, 2022 4th International Conference on Sustainable Technologies for Industry 4.0 (STI), 17-18 Dec, 2022, Dhaka, Bangladesh.
2021
- Sabikun Nahar Tanha, Sowpna Akter Mim, Palash Roy, Md. Abdur Razzaque, “Prediction of Energy Harvesting in Solar Powered Small Cell Networks”, 2021 3rd International Conference on Sustainable Technologies for Industry 4.0 (STI), 18-19 Dec, 2021, Dhaka, Bangladesh.
- Rushmita H. Chaity, Palash Roy, Md. Abdur Razzaque, M. Sadiquzzaman, “Enhancing Quality of Experience of 5G Users Exploiting Deep Q-Learning”, 2021 3rd International Conference on Sustainable Technologies for Industry 4.0 (STI), 18-19 Dec, 2021, Dhaka, Bangladesh. [Best Paper Award]
- M. Shahjalal, N. Farhana, Palash Roy, Md. Abdur Razzaque, “QoE Aware Optimal Deployment of Virtual Network Functions in 5G Hybrid Cloud”, 2021 3rd International Conference on Sustainable Technologies for Industry 4.0 (STI), 18-19 Dec, 2021, Dhaka, Bangladesh.
- S.M. Tanvir Rahman, A. K. Sinthia, S. Nabila Akter, Palash Roy, Md. Abdur Razzaque, “Reputation Aware Fair Worker Selection in Collaborative Software Crowdsourcing”, 2021 3rd International Conference on Sustainable Technologies for Industry 4.0 (STI), 18-19 Dec, 2021, Dhaka, Bangladesh.
- Palash Roy, Sujan Sarker, Md. Abdur Razzaque, Md. Mamun-or-Rashid, Mohmmad Mehedi Hassan, Giancarlo Fortino, “Distributed task allocation in Mobile Device Cloud exploiting federated learning and subjective logic”, Journal of Systems Architecture, Volume 113, 2021 (IF: 5.836).
- Md. Rajibul Palas, Md. Rakibul Islam, Palash Roy, Md. Abdur Razzaque, Ahmad Alsanad, Salman A. AlQahtani, Mohammad Mehedi Hassan, “Multi-criteria handover mobility management in 5G cellular network”, Computer Communications (Elsevier), Volume 174, 2021 (IF: 5.047).
2020
- Amena Zahan Prithibi, Syeda Kanij Faria, Palash Roy, Md. Abdur Razzaque, “Network Lifetime Aware Routing Algorithm for Energy Harvesting Wireless Sensor Networks”, 2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI), 19-20 Dec 2020, Dhaka, Bangladesh.
- Mozdaher Abdul Quader, Montaser Abdul Quader, Palash Roy, Md. Abdur Razzaque, “A Hybrid Approach for Routing Path Computation in Software Defined Ultra Dense Network”, 2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI), 19-20 Dec 2020, Dhaka, Bangladesh.
- Palash Roy, Sujan Sarker, Md. Abdur Razzaque, Mohammad Mehedi Hassan, Salman A. AlQahtani, Gianluca Aloi, Giancarlo Fortino, “AI-enabled mobile multimedia service instance placement scheme in mobile edge computing”, Computer Networks, Volume 182, 2020 (IF: 5.493).
- Palash Roy, Anika Tahsin, Sujan Sarker, Tamal Adhikary, Md. Abdur Razzaque, Mohammad Mehedi Hassan, “User mobility and Quality-of-Experience aware placement of Virtual Network Functions in 5G”, Computer Communications, Volume 150, 2020 (IF: 5.047).