Sarder Abedin

Sarder Abedin

Universitetslektor, Biträdande|Associate Senior Lecturer

  • Professional title: Associate Senior Lecturer
  • Department: Department of Information Systems and Technology (IST)
  • Telephone: 010-142 83 60
  • Email: sarder.abedin@miun.se
  • Location: Sundsvall
  • Research centers: Sensible Things that Communicate
  • Employee in the subject: Computer Engineering

Background

Sarder Fakhrul Abedin (Member, IEEE) received his B.S. degree in Computer Science from Kristianstad University, Kristianstad, Sweden, in 2013. He received his Ph.D. degree in Computer Engineering from Kyung Hee University (KHU), South Korea in 2020. He served as a Postdoctoral Researcher at the Department of Computer Science and Engineering, KHU, and also at Mid Sweden University (MIUN), Sweden.

Area of interest

Internet of Things (IoT) network management, Machine learning, Fog computing, Industrial 5G, and Wireless networking.

Teaching and tutoring

Computer Engineering MA, Probability and Random Processes, 6 credits

Extra contact information

 

List of Publications

Journals
  1. Sarder Fakhrul Abedin, Md. Shirajum Munir, Nguyen H. Tran, Zhu Han, Choong Seon Hong, "Data Freshness and Energy-Efficient UAV Navigation Optimization: A Deep Reinforcement Learning Approach," IEEE Transactions on Intelligent Transportation Systems, Early Access. (Link)
  2. Sarder Fakhrul Abedin, Md. Golam Rabiul Alam, S. M. Ahsan Kazmi, Nguyen H. Tran, Dusit Niyato, and Choong Seon Hong, "Resource Allocation for Ultra-reliable and Enhanced Mobile Broadband IoT Applications in Fog Network," IEEE Transactions on Communications, Vol.67, Issue 1, pp.489-502, January 2019. (Link)
  3. Sarder Fakhrul Abedin, Anupam Kumar Bairagi, MD. Shirajum Munir, Nguyen H. Tran, and Choong Seon Hong, "Fog Load Balancing for Massive Machine Type Communications: A Game and Transport Theoretic Approach," IEEE Access, Vol.7, pp.4204-4218, December 2018. (Link)
  4. Md. Shirajum Munir, Sarder Fakhrul Abedin, Nguyen H. Tran, Hong, Choong Seon Hong, "When Edge Computing Meets Microgrid: A Deep Reinforcement Learning Approach," IEEE Internet of Things Journal, Vol. 6, Issue 5, pp.7360-7374, October 2019. (Link)
  5. Md Golam Rabiul Alam, Rim Haw, Sung Soo Kim, Abul Kalam Azad, Sarder Fakhrul Abedin, and Choong Seon Hong, "EM-psychiatry: An Ambient Intelligent System for Psychiatric Emergency," IEEE Transactions on Industrial Informatics, pp. 2321-2330, Vol. 12, No. 6, pp. 2321-2330, December 2016. (Link)
  6. Md Golam Rabiul Alam, Sarder Fakhrul Abedin, Moshaddique Al Ameen, and Choong Seon Hong, "Web of Objects Based Ambient Assisted Living Framework for Emergency Psychiatric State Prediction," Sensors, Vol. 16, No. 9, September 2016. (Link)
  7. Anupam Kumar Bairagi, Sarder Fakhrul Abedin, Nguyen H. Tran, Dusit Niyato, and Choong Seon Hong, "QoE-Enabled Unlicensed Spectrum Sharing in 5G: A Game-Theoretic Approach," IEEE Access, vol. 6, pp. 50538-50554, September 2018. (Link)
  8. Sarder Fakhrul Abedin, Md. Shirajum Munir, Seok Won Kang, Choong Seon Hong, "Transfer Theoretical Approach for Computing Task Migration in Multi-Access Edge Computing," Journal of KIISE, Vol. 46, No. 10, pp.1061-1068, 2019.10. (Link)
Conferences
  1. Sarder Fakhrul Abedin, Md Golam Rabiul Alam, Nguyen H. Tran, Choong Seon Hong, "A Fog based System Model for Cooperative IoT Node Pairing using Matching Theory," The 17th Asia-Pacific Network Operations and Management Symposium (APNOMS 2015), Aug 19-21, 2015, Busan, Korea. (Link)
  2. Sarder Fakhrul Abedin, Md Golam Rabiul Alam, Rim Haw, Choong Seon Hong, "A System Model for Energy Efficient Green-IoT Network," The International Conference on Information Networking (ICOIN 2015), Jan 12-14(13), 2015, Siem Reap, Cambodia. (Link)
  3. Sarder Fakhrul Abedin, Md Golam Rabiul Alam, Anupam Kumar Bairagi, Ashis Talukder, Choong Seon Hong, "UAV-assisted Intelligent Crowdsourcing in Natural Calamity", The International Symposium on Perception, Action, and Cognitive Systems (PACS 2016), Oct. 27-28, 2016, Seoul, Korea. (Link)
  4. Sarder Fakhrul Abedin, Anupam Kumar Bairagi, Md. Shirajum Munir, Choong Seon Hong, "A Transport Theoretic Approach for Computational Task Migration in Multi-Access Edge Computing ", KSC, 2018.12.19~12.21. (Link)
  5. Sarder Fakhrul Abedin, Md. Golam Rabiul Alam, Anupam Kumar Bairagi, Ashis Talukder, Choong Seon Hong, "An Indoor Navigation Service for Visually Impaired People", KCC, 2016.06.29.~07.01. (Link)
  6. Sarder Fakhrul Abedin, Md. Golam Rabiul Alam, Choong Seon Hong, "Learning based Intelligent IoT Task Offloading and Resource Allocation in UAV-assisted Fog Network", ", Korea Computer Congress, KCC, 2017.06.18.~06.20. (Link)
  7. Sarder Fakhrul Abedin, Md. Shirajum Munir, Choong Seon Hong, "LSTM Deep Learning Model for Workload Prediction in Massive Machine Type Communication Networks", Korea Computer Congress, (KCC 2019), 2019.6.26~6.28. (Link)
  8. Md. Shirajum Munir, Sarder Fakhrul Abedin, Choong Seon Hong, "Artificial Intelligence-based Service Aggregation for Mobile-Agent in Edge Computing," The 20th Asia-Pacific Network Operations and Management Symposium(APNOMS 2019), Sep. 18-21, 2019, Matsue, Japan. (Link)
  9. Md. Shirajum Munir, Sarder Fakhrul Abedin, Md.Golam Rabiul Alam, Nguyen H. Tran, Choong Seon Hong, "Intelligent Service Fulfillment for Software Defined Networks in Smart City", The International Conference on Information Networking (ICOIN 2018), Jan. 10-12, 2018, Chiang Mai, Thailand. (Link)
  10. Ashis Talukder, Md. Golam Rabiul Alam, Anupam Kumar Bairagi, Sarder Fakhrul Abedin, Md Abu Layek, Hoang T. Nguyen, Choong Seon Hong, "An Approach of Cost Optimized Influence Maximization in Social Networks", The 19th Asia-Pacific Network Operations and Management Symposium (APNOMS 2017), Seoul, Korea, September 27-29, 2017. (Link)
  11. Ashis Talukder, Md. Golam Rabiul Alam, Anupam Kumar Bairagi, Sarder Fakhrul Abedin, Hoang T. Nguyen, Choong Seon Hong, "The GRIM: Target Marketing in Social Network" The International Symposium on Perception, Action, and Cognitive Systems (PACS 2016), Oct. 27-28, 2016, Seoul, Korea. (Link)
  12. Md Munir Shirajum, Sarder Fakhrul Abedin, Anupam Kumar Bairagi, Sun Moo Kang, Choong Seon Hong, "Temporal Energy Demand Extrapolation for Mobile Edge based on Computational Task in Smart-Grid Framework", KCC, 2017.6.20~6.22 (Link)
  13. Md. Shirajum Munir, Sarder Fakhrul Abedin, Md. Golam Rabiul Alam, Do Hyeon Kim, Choong Seon Hong, "RNN based Energy Demand Prediction for Smart-Home in Smart-Grid Framework", KSC, 2017.12.20.~12.22. (Link)
  14. Md. Golam Rabiul Alam, Sarder Fakhrul Abedin, Seung Il Moon, Ashis Talukder, Anupam Kumar Bairagi, Md. Shirajum Munir, Saeed Ullah, Choong Seon Hong, "Affective Mood Mining Through Deep Recurrent Neural Network", KSC, 2017.12.20.~12.22. (Link)
  15. Md. Golam Rabiul Alam, Sarder Fakhrul Abedin, Seung Il Moon, Choong Seon Hong, "CNN based Mood Mining through IoT-based Physiological Sensors Observation", KCC, 2017.06.18.~06.20. (Link)
  16. Md. Golam Rabiul Alam, Sarder Fakhrul Abedin, Seung Il Moon, Seon Hyeok Kim, Ashis Talukder, Anupam Kumar Bairagi, Saeed Ullah, Choong Seon Hong "Deep Learning based Emotion Recognition through Biosensor Observations", KIISE 2016, 2016.12.21~23 (Link)
  17. Anupam Kumar Bairagi, Sarder Fakhrul Abedin, Choong Seon Hong, "Cooperative Communication for Content Distribution in Downlink Cellular Network", KCC 2016, 2016.06.29.~07.01. (Link)
  18. Ashis Talukder, Rossi Kamal, Anupam Kumar Bairagi, Md Golam Rabiul Alam, Sarder Fakhrul Abedin, Md Abu Layek, Nguyen H. Tran, Choong Seon Hong, "Rumors in the Social Network: Finding the Offenders using Influence Maximization," KCC, 2015.06.24~26. (Link)
  19. Md Golam Rabiul Alam, Sung Soo Kim, Sarder Fakhrul Abedin, Anupam Kumar Bairaggi, Ashis Talukder, Choong Seon Hong, "Prediction of Psychiatric Mental States for Emergency Telepsychiatry," KCC, 2015.06.24~26. (Link)
  20. Md. Golam Rabiul Alam, Tran Hoang Nguyen, Cuong T. Do, Chuan Pham, Sarder Fakhrul Abedin, Anupam Kumar Bairagi, Rim Haw, Choong Seon Hong, "Distributed Reinforcement Learning based Code Offloading in Mobile Fog," KIISE, 2014.12.18~20(18). (Link)
  21. Sarder Fakhrul Abedin, Md. Shirajum Munir, Ashis Talukder, and Choong Seon Hong, "A Reinforcement Learning-based Energy Efficient Trajectory and Communication Optimization for UAV-assisted 5G Network", KSC 2019, 2019.12.18~12.20. (Link)
  22. Md. Shirajum Munir, Sarder Fakhrul Abedin, Kitae Kim, Choong Seon Hong, "Towards Edge Intelligence: Real-Time Driver Safety in Smart Transportation System", KCC 2019, 2019.6.26~6.28. (Link)
Patents
  1. Sungwon Lee, Sarder Fakhrul Abedin, Choong Seon Hong, "Internet of Things Network using Fog Computing Network", Application No. 10-2014-0182722, Registration No. 1015740260000, 2015.11.26 (Applicant: Kyung Hee University Academic Foundation) (Grant) (Link)
  2. Choong Seon Hong, Md Shirajum Munir, Sarder Fakhrul Abedin, "Method and system for creating energy demand model", U.S. Patent Application No. 16/175,566, Registration No. 1015740260000, 2018-10-30 (Applicant: Kyung Hee University Academic Foundation) (Pending) (Link)

Publications

Articles in journals

Munir, M. S. , Abedin, S. , Tran, N. H. , Han, Z. , Huh, E. & Hong, C. S. (2021). Risk-Aware Energy Scheduling for Edge Computing with Microgrid : A Multi-Agent Deep Reinforcement Learning Approach. IEEE Transactions on Network and Service Management,  

Bairagi, A. K. , Masud, M. , Kim, D. H. , Munir, M. S. , Nahid, A. , Abedin, S. , Alam, K. M. , Biswas, S. & et al. (2020). Controlling the Outbreak of COVID-19 : A Noncooperative Game Perspective. IEEE Access, vol. 8, pp. 215570-215581.    

Abedin, S. , Munir, M. S. , Tran, N. H. , Han, Z. & Hong, C. S. (2020). Data Freshness and Energy-Efficient UAV Navigation Optimization : A Deep Reinforcement Learning Approach. IEEE transactions on intelligent transportation systems (Print),