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Abbas Mehrabidavoodabadi

Lecturer/Senior Lecturer

School of Science & Technology

Role

I am currently a Lecturer/Senior Lecturer in department of computing and technology at Nottingham Trent University (NTU), Nottingham, UK.

Career overview

Before joining NTU, I was a Postdoctoral researcher in distributed and mobile systems research group at computer science department in Aalto University, Finland from 2017 until July 2019. I received my Ph.D from the school of electrical engineering and computer science at Gwangju Institute of Science and Technology (GIST), South Korea. I obtained my M.Sc and B.Sc both in computer engineering from respectively Azad University, South Tehran and Shahid Bahonar University of Kerman, Iran. My personal homepage can be found here.

Research areas

My research is broadly in mathematical modelling and optimization for variety of research problems in modern computing and communication fields. I particularly work on system modelling and optimization for applications in mobile computing such as quality of experience (QoE) optimization and resource allocation for multimedia services in multi-access edge computing (MEC) environments, energy efficient mobile computing, vehicular fog computing (VFC), incentive mechanisms for critical Internet of Things (IoT) applications and vehicle-to-grid communications in smart grids.

  • Mobile Computing: MEC-assisted solutions for QoE optimization and resource allocation in adaptive mobile video streaming over next generation of mobile networks, Efficient mechanisms for data collection in energy-harvesting wireless sensor networks using mobile sinks.
  • Vehicular Fog Networking: Join video quality and latency optimization in edge-assisted vehicular networking applications, Collaborative content caching in vehicular fog computing.
  • Energy Efficient Mobile Computing: Green MEC system by integrating the renewable energy sources into MEC infrastructures and joint optimization of clients QoE, fairness and grid energy consumption in multimedia streaming over next generation of mobile networks.
  • Time-Sensitive IoT Applications: Crowdsourcing for efficient data time-critical data collection from IoT devices.
  • Smart Grid Communications: MEC-assisted architecture for green electric vehicle (EV) to grid communication and the profit-aware solutions.

External activity

  • Journal Reviewer: 
    IEEE Transactions on Mobile Computing
    ACM Transactions on Sensor Networks (TOSN)
    IEEE Transactions on Broadcasting
    ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)
    IEEE Access, IEEE Wireless Communications Letters
    Outstanding Reviewer, Elsevier Pervasive and Mobile Computing
    Outstanding Reviewer, Elsevier Ad Hoc Networks
    IEEE Vehicular Technology Magazine
    Springer Annals of Telecommunications, MDPI Energies
  • TPC Member:
    IEEE Sensors 2017, IEEE Sensors 2018
    IEEE ICC 2019, IEEE ICC 2020
  • Associate Member of British Computer Society (BCS)
  • Member of IEEE Computer and Communications Societies

Sponsors and collaborators

My research work at PostDoc was financially supported by the Academy of Finland, Tekes-the Finnish Funding Agency for Innovation and the Nokia Center for Advanced Research. During the Ph.D, my research was financially supported by the Ministry of Science, ICT and Future Planning (MSIP) of Korea.

Publications

Journal Publications:
Chao Zhu, Yi-Han Chiang, Abbas Mehrabi, Yu Xiao, Antti Ylä-Jääski, and Yusheng Ji, "Chameleon: Latency and Resolution Aware Task Offloading for Visual-based Assisted Driving", IEEE Transactions on Vehicular Technology, vol. 68, no. 9, September 2019. [pdf]
Abbas Mehrabi, Matti Siekkinen, and Antti Ylä-Jääski, "Energy-aware QoE and Backhaul Traffic Optimization in Green Edge Adaptive Mobile Video Streaming", IEEE Transactions on Green Communications and Networking, vol. 3, no. 3, September 2019. [pdf]
Abbas Mehrabi, Matti Siekkinen, and Antti Ylä-Jääski, "Edge Computing Assisted Adaptive Mobile Video Streaming", IEEE Transactions on Mobile Computing, vol. 18, no. 4, April 2019. [pdf]
Abbas Mehrabi, Matti Siekkinen, and Antti Ylä-Jääski, "QoE-traffic Optimization through Collaborative Edge Caching in Adaptive Mobile Video Streaming", IEEE Access, vol 6, October 2018. [pdf]
Abbas Mehrabi, and Kiseon Kim, "Low-complexity Charging/discharging Scheduling for Electric Vehicles in Home and Common Lots for Smart Households Prosumers", IEEE Transactions on Consumer Electronics, vol 64, no. 3, August 2018. [pdf]
Abbas Mehrabi, and Kiseon Kim, "General Framework for Network Throughput Maximization in Sink-based Energy Harvesting Wireless Sensor Networks", IEEE Transactions on Mobile Computing, vol. 16, no. 7, July 2017. [pdf]
Abbas Mehrabi, and Kiseon Kim, "Maximizing Data Collection Throughput on a Path in Energy Harvesting Sensor Networks Using a Mobile Sink", IEEE Transactions on Mobile Computing, vol. 15, no. 3, March 2016. [pdf]
Conference Publications:
Abbas Mehrabi, Matti Siekkinen, and Antti Ylä-Yääski, "Green Edge Adaptive Mobile Video Streaming with Device-to-Device Communication", In the Proceedings of 30th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), September 2019. [pdf]
Abbas Mehrabi, Matti Siekkinen, Gazi Illahi, and Antti Ylä-Yääski, "D2D-enabled Collaborative Edge Caching and Processing with Adaptive Mobile Video Streaming", In the Proceedings of 20th IEEE Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM), June 2019. [pdf]
Abbas Mehrabi, "Optimal Speed Allocation in Sink-based Energy Harvesting Wireless Sensor Networks ", In the Proceedings of 32nd IEEE International Conference on Advanced Information Networking and Applications (AINA), Krakow, Poland, May 2018. [pdf]
Abbas Mehrabi, Matti Siekkinen, and Antti Ylä-Yääski, "Joint Optimization of  QoE and Fairness Through Network Assisted Adaptive Mobile Video Streaming", In the Proceedings of 13th IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), Rome, Italy, October 2017. [pdf]
Abbas Mehrabi, and Kiseon Kim, "Optimal Transmission Period for Improved Sink-based Data Collection in Energy Harvesting Wireless Sensor Networks", In the proceedings of  IEEE International Conference on Communications (ICC),  Kuala Lampur,  Malaysia, May 2016. [pdf]
Abbas Mehrabi, Hyoyoung Jung, Saransh Malik, and Kiseon Kim, "Revenue Maximization in Scheduling of Electric Vehicles Considering the Capacity of Parking Lots", In the Proceedings of Korea Information and Communications Society (KICS) Conference, January 2016. [pdf]
Abbas Mehrabi, and Kiseon Kim, "Using a Mobile Vehicle for Road Condition Surveillance by Energy Harvesting Sensor Nodes", In the Proceedings of 40th IEEE Annual Conference on Local Computer Networks (LCN), Clearwater, FL, USA, October 2015. [pdf]
Abbas Mehrabi, and Kiseon Kim, "Effect of Energy Harvesting Distributions on Data Collection Throughput in EH-WSNs", In the Proceedings of Korea Information and Communications Society (KICS) Conference, Gwangju, Korea, June 2015. [pdf]