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Amirhosein Taherkordi

Amirhosein Taherkordi

Associate Professor
Department of Information Security and Communication Technology

amirhosein.taherkordi@ntnu.no
Publications Teaching Media

Publications

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  • See all publications in Cristin

2023

  • Liu, Lei; Zhao, Ming; Yu, Miao; Jan, Mian Ahmad; Lan, Dapeng; Taherkordi, Amirhosein. (2023) Mobility-Aware Multi-Hop Task Offloading for Autonomous Driving in Vehicular Edge Computing and Networks. IEEE transactions on intelligent transportation systems (Print). volum 24 (2).
    Academic article
  • Sepahvand, Majid; Abdali-Mohammadi, Fardin; Taherkordi, Amirhosein. (2023) An adaptive teacher–student learning algorithm with decomposed knowledge distillation for on-edge intelligence. Engineering Applications of Artificial Intelligence. volum 117.
    Academic article
  • Shahryari, Mohammad-Salar; Farzinvash, Leili; Feizi-Derakhshi, Mohammad-Reza; Taherkordi, Amirhosein. (2023) High-throughput and energy-efficient data gathering in heterogeneous multi-channel wireless sensor networks using genetic algorithm. Ad hoc networks. volum 139.
    Academic article
  • Wang, Kan; Liu, Xuan; Zhou, Hongfang; Lan, Dapeng; Gao, Zhen; Taherkordi, Amirhosein; Ye, Yujie; Gao, Yuan. (2023) Reinforcement learning-based cost-efficient service function chaining with CoMP zero-forcing beamforming in edge networks. Future generations computer systems. volum 141.
    Academic article
  • Wei, Zhaohui; Pei, Qingqi; Zhang, Ning; Liu, Xuefeng; Wu, Celimuge; Taherkordi, Amirhosein. (2023) Lightweight Federated Learning for Large-Scale IoT Devices With Privacy Guarantee. IEEE Internet of Things Journal. volum 10 (4).
    Academic article
  • Yoshizawa, Takahito; Singelée, Dave; Muehlberg, Jan Tobias; Delbruel, Stephane; Taherkordi, Amirhosein; Hughes, Danny; Preneel, Bart. (2023) A Survey of Security and Privacy Issues in V2X Communication Systems. ACM Computing Surveys. volum 55 (9).
    Academic article

2022

  • Lan, Dapeng; Taherkordi, Amirhosein; Eliassen, Frank; Liu, Lei; Delbruel, Stephane; Dustdar, Schahram; Yang, Yang. (2022) Task Partitioning and Orchestration on Heterogeneous Edge Platforms: The Case of Vision Applications. IEEE Internet of Things Journal. volum 9 (10).
    Academic article
  • Mao, Sun; Wu, Jinsong; Liu, Lei; Lan, Dapeng; Taherkordi, Amirhosein. (2022) Energy-Efficient Cooperative Communication and Computation for Wireless Powered Mobile-Edge Computing. IEEE Systems Journal. volum 16 (1).
    Academic article
  • Sepahvand, Majid; Abdali-Mohammadi, Fardin; Taherkordi, Amirhosein. (2022) Teacher–student knowledge distillation based on decomposed deep feature representation for intelligent mobile applications. Expert Systems With Applications. volum 202.
    Academic article
  • Shahraki, Amin; Abbasi, Mahmoud; Taherkordi, Amirhosein; Jurcut, Anca Delia. (2022) Active Learning for Network Traffic Classification: A Technical Study. IEEE Transactions on Cognitive Communications and Networking (TCCN).
    Academic article
  • Shi, Yongpeng; Wu, Jinsong; Liu, Lei; Lan, Dapeng; Taherkordi, Amirhosein. (2022) Energy-Aware Relay Optimization and Power Allocation in Multiple Unmanned Aerial Vehicles Aided Satellite-Aerial-Terrestrial Networks. IEEE Systems Journal. volum 16 (4).
    Academic article
  • Yang, Tingting; Ning, Jiahong; Lan, Dapeng; Zhang, Jiawei; Yang, Yang; Wang, Xudong; Taherkordi, Amirhosein. (2022) Kubeedge Wireless for Integrated Communication and Computing Services Everywhere. IEEE wireless communications. volum 29 (2).
    Academic article

2021

  • Abbasi, Mahmoud; Shahraki, Amin; Taherkordi, Amirhosein. (2021) Deep Learning for Network Traffic Monitoring and Analysis (NTMA): A Survey. Computer Communications. volum 170.
    Academic literature review
  • Lohrasbinasab, Iraj; Shahraki, Amin; Taherkordi, Amirhosein; Delia Jurcut, Anca. (2021) From statistical- to machine learning-based network traffic prediction. Transactions on Emerging Telecommunications Technologies.
    Academic article
  • Oplenskedal, Magnus Karsten; Herrmann, Peter; Taherkordi, Amir. (2021) DEEPMATCH2: A comprehensive deep learning-based approach for in-vehicle presence detection. Information Systems.
    Academic article
  • Oplenskedal, Magnus Karsten; Taherkordi, Amirhosein; Herrmann, Peter. (2021) Ataraxis: A Deep Learning Approach for Hardwareless In-Vehicle Presence Detection. IEEE International Conference on Cognitive Machine Intelligence (CogMI).
    Academic chapter/article/Conference paper
  • Shahraki, Amin; Taherkordi, Amirhosein; Haugen, Øystein. (2021) TONTA: Trend-based Online Network Traffic Analysis in ad-hoc IoT networks. Computer Networks. volum 194.
    Academic article
  • Zhang, Min; Eliassen, Frank; Taherkordi, Amirhosein; Jacobsen, Hans-Arno; Chung, Hwei-Ming; Zhang, Yan. (2021) Demand Response Games for Peer-to-Peer Energy Trading with the Hyperledger Blockchain. IEEE Transactions on Systems, Man & Cybernetics. Systems.
    Academic article

2020

  • Azangoo, Mohammad; Taherkordi, Amirhosein; Blech, Jan Olaf. (2020) Digital Twins for Manufacturing Using UML and Behavioral Specifications. IEEE Conference on Emerging Technologies and Factory Automation.
    Academic article
  • Lan, Dapeng; Taherkordi, Amir; Eliassen, Frank; Chen, Zhuang; Liu, Lei. (2020) Deep Reinforcement Learning for Intelligent Migration of Fog Services in Smart Cities. Lecture Notes in Computer Science (LNCS). volum 12453.
    Academic article
  • Oplenskedal, Magnus Karsten; Taherkordi, Amirhosein; Herrmann, Peter. (2020) DeepMatch: deep matching for in-vehicle presence detection in transportation. DEBS '20: Proceedings of the 14th ACM International Conference on Distributed and Event-based Systems.
    Academic chapter/article/Conference paper
  • Puka, Ergys; Herrmann, Peter; Taherkordi, Amirhosein. (2020) Hybrid Context-aware Message Flooding for Dead Spot Mitigation in V2I Communication. IEEE Vehicular Technology Conference (VTC).
    Academic article
  • Shahraki, Amin; Taherkordi, Amirhosein; Haugen, Øystein; Eliassen, Frank. (2020) A Survey and Future Directions on Clustering: From WSNs to IoT and Modern Networking Paradigms. IEEE Transactions on Network and Service Management.
    Academic article
  • Shahraki, Amin; Taherkordi, Amirhosein; Haugen, Øystein; Eliassen, Frank. (2020) Clustering objectives in wireless sensor networks: A survey and research direction analysis. Computer Networks. volum 180.
    Academic article
  • Yuan, Xiaoming; Tian, Hansen; Wang, Haiyang; Su, Haoru; Liu, Jiemin; Taherkordi, Amirhosein. (2020) Edge-Enabled WBANs for Efficient QoS Provisioning Healthcare Monitoring: A Two-Stage Potential Game-Based Computation Offloading Strategy. IEEE Access. volum 8.
    Academic article
  • Yuan, Xiaoming; Zhao, Zheyu; Wang, Haiyang; Zhang, Lin; Taherkordi, Amirhosein; Yu, Hua. (2020) MDMH: An improved multi-attribute decision-making and highest response ratio next-based computation offloading approach for wireless body area networks. Transactions on Emerging Telecommunications Technologies.
    Academic article

2019

  • Dreibholz, Thomas; Mazumdar, Somnath; Zahid, Feroz; Taherkordi, Amirhosein; Gran, Ernst Gunnar. (2019) Mobile Edge as Part of the Multi-Cloud Ecosystem: A Performance Study. Proceedings of the 27th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP).
    Academic chapter/article/Conference paper
  • Lan, Dapeng; Pang, Zhibo; Fischione, Carlo; Liu, Yu; Taherkordi, Amirhosein; Eliassen, Frank. (2019) Latency Analysis of Wireless Networks for Proximity Services in Smart Home and Building Automation: The Case of Thread. IEEE Access. volum 7.
    Academic article
  • Oplenskedal, Magnus Karsten; Taherkordi, Amirhosein; Herrmann, Peter. (2019) Automated Product Localization through Mobile Data Analysis. 20th IEEE International Conference on Mobile Data Management (MDM).
    Academic chapter/article/Conference paper
  • Oplenskedal, Magnus Karsten; Taherkordi, Amirhosein; Herrmann, Peter. (2019) Automated Product Localization through Mobile Data Analysis. Proceedings (IEEE International Conference on Mobile Data Management).
    Academic article
  • Shooshtarian, Leila; Lan, Dapeng; Taherkordi, Amirhosein. (2019) A Clustering-Based Approach to Efficient Resource Allocation in Fog Computing. Communications in Computer and Information Science. volum 1080 CCIS.
    Academic article
  • Zhang, Min; Eliassen, Frank; Taherkordi, Amirhosein; Jacobsen, Hans-Arno; Chung, Hwei-Ming; Zhang, Yan. (2019) Energy Trading with Demand Response in a Community-based P2P Energy Market. 2019 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm).
    Academic chapter/article/Conference paper

2018

  • Zahid, Feroz; Taherkordi, Amirhosein; Gran, Ernst Gunnar; Skeie, Tor; Johnsen, Bjørn Dag. (2018) A Self-Adaptive Network for HPC Clouds: Architecture, Framework, and Implementation. IEEE Transactions on Parallel and Distributed Systems. volum 29 (12).
    Academic article
  • Oplenskedal, Magnus Karsten; Herrmann, Peter; Blech, Jan Olaf; Taherkordi, Amirhosein. (2018) Simulation-driven Development of Self-adaptive Transportation Systems. Proceedings of the 2018 IEEE Conference on Network Softwarization.
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Eliassen, Frank; McDonald, Michael; Horn, Geir. (2018) Context-Driven and Real-Time Provisioning of Data-Centric IoT Services in the Cloud. ACM Transactions on Internet Technology. volum 19 (1).
    Academic article
  • Taherkordi, Amirhosein; Herrmann, Peter. (2018) Pervasive Smart Contracts for Blockchains in IoT Systems. Proceedings of the 2018 International Conference on Blockchain Technology and Application.
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Zahid, Feroz; Verginadis, Yiannis; Horn, Geir. (2018) Future Cloud Systems Design: Challenges and Research Directions. IEEE Access. volum 6.
    Academic article

2017

  • Abbas, Nasir; Zhang, Yan; Taherkordi, Amirhosein; Skeie, Tor. (2017) Mobile Edge Computing: A Survey. IEEE Internet of Things Journal. volum 5 (1).
    Academic article
  • Svae, Alexander; Taherkordi, Amirhosein; Herrmann, Peter; Blech, Jan Olaf. (2017) Self-adaptive control in cyber-physical systems: The autonomous train experiment. Proceedings of the Symposium on Applied Computing.
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Eliassen, Frank. (2017) Data-Centric IoT Services Provisioning in Fog-Cloud Computing Systems. Second International Conference on Internet-of-Things Design and Implementation.
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Eliassen, Frank; Horn, Geir Henrik. (2017) From IoT big data to IoT Big Services. Proceedings of the Symposium on Applied Computing.
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Herrmann, Peter; Blech, Jan Olaf; Fernandez Fernandez, Alvaro. (2017) Service virtualization for self-adaptation in mobile cyber-physical systems. Lecture Notes in Computer Science (LNCS). volum 10380 LNCS.
    Academic article

2016

  • Dar, Kashif Sana; Taherkordi, Amirhosein; Eliassen, Frank. (2016) Enhancing Dependability of Cloud-Based IoT Services through Virtualization. 2016 IEEE First International Conference on Internet-of-Things Design and Implementation (IoTDI).
    Academic chapter/article/Conference paper
  • Horn, Geir Henrik; Eliassen, Frank; Taherkordi, Amirhosein; Venticinque, Salvatore; Di Martino, Beniamino; Bücher, Monika; Wood, Lisa. (2016) An architecture for using commodity devices and smart phones in health systems. Proceedings of the IEEE Symposium on Computers and Communications. volum 2016-August.
    Academic article
  • Taherkordi, Amirhosein; Eliassen, Frank. (2016) Scalable modeling of cloud-based IoT services for smart cities. 2016 IEEE International Conference on Pervasive Computing and Communication Workshops.
    Academic chapter/article/Conference paper

2015

  • Taherkordi, Amirhosein; Eliassen, Frank. (2015) Models@run.time for creating in-cloud dynamic cyber-physical ecosystems. IEEE International Conference on Cloud Computing Technology and Science. volum 2015-February (February).
    Academic article
  • Taherkordi, Amirhosein; Johansen, Christian; Eliassen, Frank; Römer, Kay. (2015) Tokenit: Designing State-Driven Embedded Systems through Tokenized Transitions. Distributed Computing in Sensor Systems (DCOSS).
    Academic chapter/article/Conference paper

2014

  • Dar, Kashif Sana; Taherkordi, Amirhosein; Baraki, Harun; Eliassen, Frank; Geihs, Kurt. (2014) A Resource Oriented Integration Architecture for the Internet of Things: A Business Processes Perspective. Pervasive and Mobile Computing. volum 20.
    Academic article
  • Taherkordi, Amirhosein; Eliassen, Frank. (2014) Models@run.time for Creating in-Cloud Dynamic Cyber-Physical Ecosystems. CloudCom 2014, IEEE 6th International Conference on Cloud Computing Technology and Science, Singapore, 15-18. December, 2014.
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Eliassen, Frank. (2014) Towards Independent in-Cloud Evolution of Cyber-Physical Systems. The 2nd IEEE International Conference on Cyber-Physical Systems, Networks, and Applications.
    Academic chapter/article/Conference paper

2013

  • Romero, Daniel; Hermosillo, Gabriel; Taherkordi, Amirhosein; Nzekwa, Russel; Rouvoy, Romain; Eliassen, Frank. (2013) The DigiHome Service-Oriented Platform. Software, Practice & Experience. volum 43 (10).
    Academic article
  • Taherkordi, Amirhosein; Eliassen, Frank; Johnsen, Einar Broch. (2013) Behavioural Design of Sensor Network Applications using Activity-Driven States. 4th International Workshop on Software Engineering for Sensor Network Applications (SESENA).
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Loiret, Frederic; Rouvoy, Romain; Eliassen, Frank. (2013) Optimizing Sensor Network Reprogramming via In Situ Reconfigurable Components. ACM transactions on sensor networks. volum 9 (2).
    Academic article

2011

  • Dar, Kashif Sana; Taherkordi, Amirhosein; Vitenberg, Roman; Rouvoy, Romain; Eliassen, Frank. (2011) Adaptable Service Composition for Very-Large-Scale Internet of Things Systems. Middleware 2011: Proceedings of the Workshop on Posters and Demos Track.
    Academic chapter/article/Conference paper
  • Dar, Kashif Sana; Taherkordi, Amirhosein; Rouvoy, Romain; Eliassen, Frank. (2011) Adaptable Service Composition for Very-Large-Scale Internet of Things Systems. Proceedings of the 8th Middleware Doctoral Symposium of the 12th ACM/IFIP/USENIX International Middleware Conference.
    Academic chapter/article/Conference paper
  • Le-Trung, Quan; Engelstad, Paal Einar; Skeie, Tor; Eliassen, Frank; Taherkordi, Amirhosein. (2011) Mobility Management for All-IP Mobile Networks. Emerging Wireless Networks - Concepts, Techniques, Applications.
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Eliassen, Frank; Romero, Daniel; Rouvoy, Romain. (2011) RESTful Service Development for Resource-constrained Environments. REST: From Research to Practice.
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Eliassen, Frank; Skeie, Tor. (2011) Programming Wireless Sensor Networks: From Static to Adaptive Models. Unipub forlag. 2011.
    Doctoral dissertation
  • Taherkordi, Amirhosein; Loiret, Frederic; Rouvoy, Romain; Eliassen, Frank. (2011) A Generic Component-Based Approach for Programming, Composing and Tuning Sensor Software. Computer journal. volum 54 (8).
    Academic article

2010

  • Romero, Daniel; Hermosillo, Gabriel; Taherkordi, Amirhosein; Nzekwa, Russel; Rouvoy, Romain; Eliassen, Frank. (2010) RESTful Integration of Heterogeneous Devices in Pervasive Environments. Distributed Applications and Interoperable Systems.
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Eliassen, Frank. (2010) An event-driven approach to address reflectivity in sensornets. Proceedings of the 9th International Workshop on Adaptive and Reflective Middleware.
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Loiret, Frederic; Abdolrazaghi, Azadeh; Rouvoy, Romain; Le-Trung, Quan; Eliassen, Frank. (2010) Programming Sensor Networks Using REMORA Component Model. Distributed Computing in Sensor Systems.
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Rouvoy, Romain; Eliassen, Frank. (2010) A component-based approach for service distribution in sensor networks. Proceedings of the 5th International Workshop on Middleware Tools, Services and Run-Time Support for Sensor Networks.
    Academic chapter/article/Conference paper

2009

  • Le Trung, Quan; Engelstad, Paal Einar; Taherkordi, Amirhosein; Skeie, Tor; Pham, Hai Ngoc. (2009) Information Storage, Reduction and Dissemination in Sensor Networks: A Survey. 6th Annual IEEE Consumer Communications & Networking Conference IEEE CCNC 2009, Workshop Information Retrieval in Sensor Networks.
    Academic chapter/article/Conference paper
  • Le Trung, Quan; Taherkordi, Amirhosein; Eliassen, Frank; Pham, Hai Ngoc; Skeie, Tor; Engelstad, Paal Einar. (2009) DCM-Arch: An Architecture for Data, Control, and Management in Wireless Sensor Networks. The IEEE 23rd International Conference on Advanced Information Networking and Applications, AINA 2009, Bradford, United Kingdom, May 26-29, 2009.
    Academic chapter/article/Conference paper
  • Le-Trung, Quan; Engelstad, Paal Einar; Pham, Vinh; Skeie, Tor; Taherkordi, Amirhosein; Eliassen, Frank. (2009) Providing internet connectivity and mobility management for MANETs. International Journal of Web Information Systems. volum 5 (2).
    Academic article
  • Taherkordi, Amirhosein; Le-Trung, Quan; Rouvoy, Romain; Eliassen, Frank. (2009) WiSeKit: A Distributed Middleware to Support Application-Level Adaptation in Sensor Networks. Distributed Applications and Interoperable Systems.
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Rouvoy, Romain; Le-Trung, Quan; Eliassen, Frank. (2009) Supporting lightweight adaptations in context-aware wireless sensor networks. Proceedings of the 1st International Workshop on Context-Aware Middleware and Services.
    Academic chapter/article/Conference paper

2008

  • Le Trung, Quan; Engelstad, Paal Einar; Skeie, Tor; Taherkordi, Amirhosein. (2008) Load-Balance of Intra/Inter-MANET Traffic over Multiple Internet Gateways. The 6th International Conference on Advances in Mobile Computing & Multimedia (MoMM2008).
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Eliassen, Frank; Rouvoy, Romain; Le Trung, Quan. (2008) ReWiSe: A New Component Model for Lightweight Software Reconfiguration in Wireless Sensor Networks. On the Move to Meaningful Internet Systems: OTM2008Workshops.
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Mohammadi, Reza; Eliassen, Frank. (2008) A Communication-Efficient Distributed Clustering Algorithm for Sensor Networks. 22nd International Conference on Advanced Information Networking and Applications Workshops/Symposia.
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Rouvoy, Romain; Le Trung, Quan; Eliassen, Frank. (2008) A self-adaptive context processing framework for wireless sensor networks. Proceedings of the 3rd International Workshop on Middleware for Sensor Networks.
    Academic chapter/article/Conference paper

2007

  • Alkaee Taleghan, Majid; Taherkordi, Amirhosein; Sharifi, Mohsen; Kim, Tai-Hoon. (2007) A Survey of System Software for Wireless Sensor Networks. Future Generation Communication and Networking.
    Academic chapter/article/Conference paper

Journal publications

  • Liu, Lei; Zhao, Ming; Yu, Miao; Jan, Mian Ahmad; Lan, Dapeng; Taherkordi, Amirhosein. (2023) Mobility-Aware Multi-Hop Task Offloading for Autonomous Driving in Vehicular Edge Computing and Networks. IEEE transactions on intelligent transportation systems (Print). volum 24 (2).
    Academic article
  • Sepahvand, Majid; Abdali-Mohammadi, Fardin; Taherkordi, Amirhosein. (2023) An adaptive teacher–student learning algorithm with decomposed knowledge distillation for on-edge intelligence. Engineering Applications of Artificial Intelligence. volum 117.
    Academic article
  • Shahryari, Mohammad-Salar; Farzinvash, Leili; Feizi-Derakhshi, Mohammad-Reza; Taherkordi, Amirhosein. (2023) High-throughput and energy-efficient data gathering in heterogeneous multi-channel wireless sensor networks using genetic algorithm. Ad hoc networks. volum 139.
    Academic article
  • Wang, Kan; Liu, Xuan; Zhou, Hongfang; Lan, Dapeng; Gao, Zhen; Taherkordi, Amirhosein; Ye, Yujie; Gao, Yuan. (2023) Reinforcement learning-based cost-efficient service function chaining with CoMP zero-forcing beamforming in edge networks. Future generations computer systems. volum 141.
    Academic article
  • Wei, Zhaohui; Pei, Qingqi; Zhang, Ning; Liu, Xuefeng; Wu, Celimuge; Taherkordi, Amirhosein. (2023) Lightweight Federated Learning for Large-Scale IoT Devices With Privacy Guarantee. IEEE Internet of Things Journal. volum 10 (4).
    Academic article
  • Yoshizawa, Takahito; Singelée, Dave; Muehlberg, Jan Tobias; Delbruel, Stephane; Taherkordi, Amirhosein; Hughes, Danny; Preneel, Bart. (2023) A Survey of Security and Privacy Issues in V2X Communication Systems. ACM Computing Surveys. volum 55 (9).
    Academic article
  • Lan, Dapeng; Taherkordi, Amirhosein; Eliassen, Frank; Liu, Lei; Delbruel, Stephane; Dustdar, Schahram; Yang, Yang. (2022) Task Partitioning and Orchestration on Heterogeneous Edge Platforms: The Case of Vision Applications. IEEE Internet of Things Journal. volum 9 (10).
    Academic article
  • Mao, Sun; Wu, Jinsong; Liu, Lei; Lan, Dapeng; Taherkordi, Amirhosein. (2022) Energy-Efficient Cooperative Communication and Computation for Wireless Powered Mobile-Edge Computing. IEEE Systems Journal. volum 16 (1).
    Academic article
  • Sepahvand, Majid; Abdali-Mohammadi, Fardin; Taherkordi, Amirhosein. (2022) Teacher–student knowledge distillation based on decomposed deep feature representation for intelligent mobile applications. Expert Systems With Applications. volum 202.
    Academic article
  • Shahraki, Amin; Abbasi, Mahmoud; Taherkordi, Amirhosein; Jurcut, Anca Delia. (2022) Active Learning for Network Traffic Classification: A Technical Study. IEEE Transactions on Cognitive Communications and Networking (TCCN).
    Academic article
  • Shi, Yongpeng; Wu, Jinsong; Liu, Lei; Lan, Dapeng; Taherkordi, Amirhosein. (2022) Energy-Aware Relay Optimization and Power Allocation in Multiple Unmanned Aerial Vehicles Aided Satellite-Aerial-Terrestrial Networks. IEEE Systems Journal. volum 16 (4).
    Academic article
  • Yang, Tingting; Ning, Jiahong; Lan, Dapeng; Zhang, Jiawei; Yang, Yang; Wang, Xudong; Taherkordi, Amirhosein. (2022) Kubeedge Wireless for Integrated Communication and Computing Services Everywhere. IEEE wireless communications. volum 29 (2).
    Academic article
  • Abbasi, Mahmoud; Shahraki, Amin; Taherkordi, Amirhosein. (2021) Deep Learning for Network Traffic Monitoring and Analysis (NTMA): A Survey. Computer Communications. volum 170.
    Academic literature review
  • Lohrasbinasab, Iraj; Shahraki, Amin; Taherkordi, Amirhosein; Delia Jurcut, Anca. (2021) From statistical- to machine learning-based network traffic prediction. Transactions on Emerging Telecommunications Technologies.
    Academic article
  • Oplenskedal, Magnus Karsten; Herrmann, Peter; Taherkordi, Amir. (2021) DEEPMATCH2: A comprehensive deep learning-based approach for in-vehicle presence detection. Information Systems.
    Academic article
  • Shahraki, Amin; Taherkordi, Amirhosein; Haugen, Øystein. (2021) TONTA: Trend-based Online Network Traffic Analysis in ad-hoc IoT networks. Computer Networks. volum 194.
    Academic article
  • Zhang, Min; Eliassen, Frank; Taherkordi, Amirhosein; Jacobsen, Hans-Arno; Chung, Hwei-Ming; Zhang, Yan. (2021) Demand Response Games for Peer-to-Peer Energy Trading with the Hyperledger Blockchain. IEEE Transactions on Systems, Man & Cybernetics. Systems.
    Academic article
  • Azangoo, Mohammad; Taherkordi, Amirhosein; Blech, Jan Olaf. (2020) Digital Twins for Manufacturing Using UML and Behavioral Specifications. IEEE Conference on Emerging Technologies and Factory Automation.
    Academic article
  • Lan, Dapeng; Taherkordi, Amir; Eliassen, Frank; Chen, Zhuang; Liu, Lei. (2020) Deep Reinforcement Learning for Intelligent Migration of Fog Services in Smart Cities. Lecture Notes in Computer Science (LNCS). volum 12453.
    Academic article
  • Puka, Ergys; Herrmann, Peter; Taherkordi, Amirhosein. (2020) Hybrid Context-aware Message Flooding for Dead Spot Mitigation in V2I Communication. IEEE Vehicular Technology Conference (VTC).
    Academic article
  • Shahraki, Amin; Taherkordi, Amirhosein; Haugen, Øystein; Eliassen, Frank. (2020) A Survey and Future Directions on Clustering: From WSNs to IoT and Modern Networking Paradigms. IEEE Transactions on Network and Service Management.
    Academic article
  • Shahraki, Amin; Taherkordi, Amirhosein; Haugen, Øystein; Eliassen, Frank. (2020) Clustering objectives in wireless sensor networks: A survey and research direction analysis. Computer Networks. volum 180.
    Academic article
  • Yuan, Xiaoming; Tian, Hansen; Wang, Haiyang; Su, Haoru; Liu, Jiemin; Taherkordi, Amirhosein. (2020) Edge-Enabled WBANs for Efficient QoS Provisioning Healthcare Monitoring: A Two-Stage Potential Game-Based Computation Offloading Strategy. IEEE Access. volum 8.
    Academic article
  • Yuan, Xiaoming; Zhao, Zheyu; Wang, Haiyang; Zhang, Lin; Taherkordi, Amirhosein; Yu, Hua. (2020) MDMH: An improved multi-attribute decision-making and highest response ratio next-based computation offloading approach for wireless body area networks. Transactions on Emerging Telecommunications Technologies.
    Academic article
  • Lan, Dapeng; Pang, Zhibo; Fischione, Carlo; Liu, Yu; Taherkordi, Amirhosein; Eliassen, Frank. (2019) Latency Analysis of Wireless Networks for Proximity Services in Smart Home and Building Automation: The Case of Thread. IEEE Access. volum 7.
    Academic article
  • Oplenskedal, Magnus Karsten; Taherkordi, Amirhosein; Herrmann, Peter. (2019) Automated Product Localization through Mobile Data Analysis. Proceedings (IEEE International Conference on Mobile Data Management).
    Academic article
  • Shooshtarian, Leila; Lan, Dapeng; Taherkordi, Amirhosein. (2019) A Clustering-Based Approach to Efficient Resource Allocation in Fog Computing. Communications in Computer and Information Science. volum 1080 CCIS.
    Academic article
  • Zahid, Feroz; Taherkordi, Amirhosein; Gran, Ernst Gunnar; Skeie, Tor; Johnsen, Bjørn Dag. (2018) A Self-Adaptive Network for HPC Clouds: Architecture, Framework, and Implementation. IEEE Transactions on Parallel and Distributed Systems. volum 29 (12).
    Academic article
  • Taherkordi, Amirhosein; Eliassen, Frank; McDonald, Michael; Horn, Geir. (2018) Context-Driven and Real-Time Provisioning of Data-Centric IoT Services in the Cloud. ACM Transactions on Internet Technology. volum 19 (1).
    Academic article
  • Taherkordi, Amirhosein; Zahid, Feroz; Verginadis, Yiannis; Horn, Geir. (2018) Future Cloud Systems Design: Challenges and Research Directions. IEEE Access. volum 6.
    Academic article
  • Abbas, Nasir; Zhang, Yan; Taherkordi, Amirhosein; Skeie, Tor. (2017) Mobile Edge Computing: A Survey. IEEE Internet of Things Journal. volum 5 (1).
    Academic article
  • Taherkordi, Amirhosein; Herrmann, Peter; Blech, Jan Olaf; Fernandez Fernandez, Alvaro. (2017) Service virtualization for self-adaptation in mobile cyber-physical systems. Lecture Notes in Computer Science (LNCS). volum 10380 LNCS.
    Academic article
  • Horn, Geir Henrik; Eliassen, Frank; Taherkordi, Amirhosein; Venticinque, Salvatore; Di Martino, Beniamino; Bücher, Monika; Wood, Lisa. (2016) An architecture for using commodity devices and smart phones in health systems. Proceedings of the IEEE Symposium on Computers and Communications. volum 2016-August.
    Academic article
  • Taherkordi, Amirhosein; Eliassen, Frank. (2015) Models@run.time for creating in-cloud dynamic cyber-physical ecosystems. IEEE International Conference on Cloud Computing Technology and Science. volum 2015-February (February).
    Academic article
  • Dar, Kashif Sana; Taherkordi, Amirhosein; Baraki, Harun; Eliassen, Frank; Geihs, Kurt. (2014) A Resource Oriented Integration Architecture for the Internet of Things: A Business Processes Perspective. Pervasive and Mobile Computing. volum 20.
    Academic article
  • Romero, Daniel; Hermosillo, Gabriel; Taherkordi, Amirhosein; Nzekwa, Russel; Rouvoy, Romain; Eliassen, Frank. (2013) The DigiHome Service-Oriented Platform. Software, Practice & Experience. volum 43 (10).
    Academic article
  • Taherkordi, Amirhosein; Loiret, Frederic; Rouvoy, Romain; Eliassen, Frank. (2013) Optimizing Sensor Network Reprogramming via In Situ Reconfigurable Components. ACM transactions on sensor networks. volum 9 (2).
    Academic article
  • Taherkordi, Amirhosein; Loiret, Frederic; Rouvoy, Romain; Eliassen, Frank. (2011) A Generic Component-Based Approach for Programming, Composing and Tuning Sensor Software. Computer journal. volum 54 (8).
    Academic article
  • Le-Trung, Quan; Engelstad, Paal Einar; Pham, Vinh; Skeie, Tor; Taherkordi, Amirhosein; Eliassen, Frank. (2009) Providing internet connectivity and mobility management for MANETs. International Journal of Web Information Systems. volum 5 (2).
    Academic article

Part of book/report

  • Oplenskedal, Magnus Karsten; Taherkordi, Amirhosein; Herrmann, Peter. (2021) Ataraxis: A Deep Learning Approach for Hardwareless In-Vehicle Presence Detection. IEEE International Conference on Cognitive Machine Intelligence (CogMI).
    Academic chapter/article/Conference paper
  • Oplenskedal, Magnus Karsten; Taherkordi, Amirhosein; Herrmann, Peter. (2020) DeepMatch: deep matching for in-vehicle presence detection in transportation. DEBS '20: Proceedings of the 14th ACM International Conference on Distributed and Event-based Systems.
    Academic chapter/article/Conference paper
  • Dreibholz, Thomas; Mazumdar, Somnath; Zahid, Feroz; Taherkordi, Amirhosein; Gran, Ernst Gunnar. (2019) Mobile Edge as Part of the Multi-Cloud Ecosystem: A Performance Study. Proceedings of the 27th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP).
    Academic chapter/article/Conference paper
  • Oplenskedal, Magnus Karsten; Taherkordi, Amirhosein; Herrmann, Peter. (2019) Automated Product Localization through Mobile Data Analysis. 20th IEEE International Conference on Mobile Data Management (MDM).
    Academic chapter/article/Conference paper
  • Zhang, Min; Eliassen, Frank; Taherkordi, Amirhosein; Jacobsen, Hans-Arno; Chung, Hwei-Ming; Zhang, Yan. (2019) Energy Trading with Demand Response in a Community-based P2P Energy Market. 2019 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm).
    Academic chapter/article/Conference paper
  • Oplenskedal, Magnus Karsten; Herrmann, Peter; Blech, Jan Olaf; Taherkordi, Amirhosein. (2018) Simulation-driven Development of Self-adaptive Transportation Systems. Proceedings of the 2018 IEEE Conference on Network Softwarization.
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Herrmann, Peter. (2018) Pervasive Smart Contracts for Blockchains in IoT Systems. Proceedings of the 2018 International Conference on Blockchain Technology and Application.
    Academic chapter/article/Conference paper
  • Svae, Alexander; Taherkordi, Amirhosein; Herrmann, Peter; Blech, Jan Olaf. (2017) Self-adaptive control in cyber-physical systems: The autonomous train experiment. Proceedings of the Symposium on Applied Computing.
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Eliassen, Frank. (2017) Data-Centric IoT Services Provisioning in Fog-Cloud Computing Systems. Second International Conference on Internet-of-Things Design and Implementation.
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Eliassen, Frank; Horn, Geir Henrik. (2017) From IoT big data to IoT Big Services. Proceedings of the Symposium on Applied Computing.
    Academic chapter/article/Conference paper
  • Dar, Kashif Sana; Taherkordi, Amirhosein; Eliassen, Frank. (2016) Enhancing Dependability of Cloud-Based IoT Services through Virtualization. 2016 IEEE First International Conference on Internet-of-Things Design and Implementation (IoTDI).
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Eliassen, Frank. (2016) Scalable modeling of cloud-based IoT services for smart cities. 2016 IEEE International Conference on Pervasive Computing and Communication Workshops.
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Johansen, Christian; Eliassen, Frank; Römer, Kay. (2015) Tokenit: Designing State-Driven Embedded Systems through Tokenized Transitions. Distributed Computing in Sensor Systems (DCOSS).
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Eliassen, Frank. (2014) Models@run.time for Creating in-Cloud Dynamic Cyber-Physical Ecosystems. CloudCom 2014, IEEE 6th International Conference on Cloud Computing Technology and Science, Singapore, 15-18. December, 2014.
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Eliassen, Frank. (2014) Towards Independent in-Cloud Evolution of Cyber-Physical Systems. The 2nd IEEE International Conference on Cyber-Physical Systems, Networks, and Applications.
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Eliassen, Frank; Johnsen, Einar Broch. (2013) Behavioural Design of Sensor Network Applications using Activity-Driven States. 4th International Workshop on Software Engineering for Sensor Network Applications (SESENA).
    Academic chapter/article/Conference paper
  • Dar, Kashif Sana; Taherkordi, Amirhosein; Vitenberg, Roman; Rouvoy, Romain; Eliassen, Frank. (2011) Adaptable Service Composition for Very-Large-Scale Internet of Things Systems. Middleware 2011: Proceedings of the Workshop on Posters and Demos Track.
    Academic chapter/article/Conference paper
  • Dar, Kashif Sana; Taherkordi, Amirhosein; Rouvoy, Romain; Eliassen, Frank. (2011) Adaptable Service Composition for Very-Large-Scale Internet of Things Systems. Proceedings of the 8th Middleware Doctoral Symposium of the 12th ACM/IFIP/USENIX International Middleware Conference.
    Academic chapter/article/Conference paper
  • Le-Trung, Quan; Engelstad, Paal Einar; Skeie, Tor; Eliassen, Frank; Taherkordi, Amirhosein. (2011) Mobility Management for All-IP Mobile Networks. Emerging Wireless Networks - Concepts, Techniques, Applications.
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Eliassen, Frank; Romero, Daniel; Rouvoy, Romain. (2011) RESTful Service Development for Resource-constrained Environments. REST: From Research to Practice.
    Academic chapter/article/Conference paper
  • Romero, Daniel; Hermosillo, Gabriel; Taherkordi, Amirhosein; Nzekwa, Russel; Rouvoy, Romain; Eliassen, Frank. (2010) RESTful Integration of Heterogeneous Devices in Pervasive Environments. Distributed Applications and Interoperable Systems.
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Eliassen, Frank. (2010) An event-driven approach to address reflectivity in sensornets. Proceedings of the 9th International Workshop on Adaptive and Reflective Middleware.
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Loiret, Frederic; Abdolrazaghi, Azadeh; Rouvoy, Romain; Le-Trung, Quan; Eliassen, Frank. (2010) Programming Sensor Networks Using REMORA Component Model. Distributed Computing in Sensor Systems.
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Rouvoy, Romain; Eliassen, Frank. (2010) A component-based approach for service distribution in sensor networks. Proceedings of the 5th International Workshop on Middleware Tools, Services and Run-Time Support for Sensor Networks.
    Academic chapter/article/Conference paper
  • Le Trung, Quan; Engelstad, Paal Einar; Taherkordi, Amirhosein; Skeie, Tor; Pham, Hai Ngoc. (2009) Information Storage, Reduction and Dissemination in Sensor Networks: A Survey. 6th Annual IEEE Consumer Communications & Networking Conference IEEE CCNC 2009, Workshop Information Retrieval in Sensor Networks.
    Academic chapter/article/Conference paper
  • Le Trung, Quan; Taherkordi, Amirhosein; Eliassen, Frank; Pham, Hai Ngoc; Skeie, Tor; Engelstad, Paal Einar. (2009) DCM-Arch: An Architecture for Data, Control, and Management in Wireless Sensor Networks. The IEEE 23rd International Conference on Advanced Information Networking and Applications, AINA 2009, Bradford, United Kingdom, May 26-29, 2009.
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Le-Trung, Quan; Rouvoy, Romain; Eliassen, Frank. (2009) WiSeKit: A Distributed Middleware to Support Application-Level Adaptation in Sensor Networks. Distributed Applications and Interoperable Systems.
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Rouvoy, Romain; Le-Trung, Quan; Eliassen, Frank. (2009) Supporting lightweight adaptations in context-aware wireless sensor networks. Proceedings of the 1st International Workshop on Context-Aware Middleware and Services.
    Academic chapter/article/Conference paper
  • Le Trung, Quan; Engelstad, Paal Einar; Skeie, Tor; Taherkordi, Amirhosein. (2008) Load-Balance of Intra/Inter-MANET Traffic over Multiple Internet Gateways. The 6th International Conference on Advances in Mobile Computing & Multimedia (MoMM2008).
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Eliassen, Frank; Rouvoy, Romain; Le Trung, Quan. (2008) ReWiSe: A New Component Model for Lightweight Software Reconfiguration in Wireless Sensor Networks. On the Move to Meaningful Internet Systems: OTM2008Workshops.
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Mohammadi, Reza; Eliassen, Frank. (2008) A Communication-Efficient Distributed Clustering Algorithm for Sensor Networks. 22nd International Conference on Advanced Information Networking and Applications Workshops/Symposia.
    Academic chapter/article/Conference paper
  • Taherkordi, Amirhosein; Rouvoy, Romain; Le Trung, Quan; Eliassen, Frank. (2008) A self-adaptive context processing framework for wireless sensor networks. Proceedings of the 3rd International Workshop on Middleware for Sensor Networks.
    Academic chapter/article/Conference paper
  • Alkaee Taleghan, Majid; Taherkordi, Amirhosein; Sharifi, Mohsen; Kim, Tai-Hoon. (2007) A Survey of System Software for Wireless Sensor Networks. Future Generation Communication and Networking.
    Academic chapter/article/Conference paper

Report

  • Taherkordi, Amirhosein; Eliassen, Frank; Skeie, Tor. (2011) Programming Wireless Sensor Networks: From Static to Adaptive Models. Unipub forlag. 2011.
    Doctoral dissertation

Teaching

Courses

  • TTM4160 - Design of Cyber-Physical Systems
  • TTM4502 - Specialization Project
  • TTM4115 - Design of Communicating Systems
  • TTM4175 - Introduction to Communication Technology and Digital Security
  • TTM4905 - Master's Thesis

Media

2021

  • Academic lecture
    Oplenskedal, Magnus Karsten; Taherkordi, Amirhosein; Herrmann, Peter. (2021) Ataraxis: A Deep Learning Approach for Hardwareless In-Vehicle Presence Detection. 3rd IEEE Conference on Cognitive Machine Intelligence . IEEE Computer; Virtual Conference. 2021-12-13 - 2021-12-15.

2020

  • Academic lecture
    Oplenskedal, Magnus Karsten; Taherkordi, Amirhosein; Herrmann, Peter. (2020) Deep Matching for In-Vehicle Presence Detection in Transportation. 14th ACM International Conference on Distributed and Event-based Systems (DEBS) . ACM; Montreal (Virtual). 2020-07-13 - 2020-07-17.
  • Academic lecture
    Puka, Ergys; Herrmann, Peter; Taherkordi, Amirhosein. (2020) Hybrid Context-aware Message Flooding for Dead Spot Mitigation in V2I Communication. IEEE Vehicular Technology Conference 2020 Fall (VTC2020-Fall) . IEEE; Victoria (online only). 2020-11-18 - 2020-12-16.

2019

  • Academic lecture
    Oplenskedal, Magnus Karsten; Taherkordi, Amirhosein; Herrmann, Peter. (2019) Automated Product Localization through Mobile Data Analysis. 20th IEEE International Conference on Mobile Data Management . IEEE Computer; Hong Kong. 2019-06-10 - 2019-06-13.
  • Documentary
    Zhang, Min; Eliassen, Frank; Zhang, Yan; Taherkordi, Amirhosein. (2019) Energy Trading with Demand Response in a Community-based P2P Energy Market. https://ieeexplore.ieee.org/document/8909798 [Internett]. 2019-11-25.

2018

  • Academic lecture
    Oplenskedal, Magnus Karsten; Herrmann, Peter; Blech, Jan Olaf; Taherkordi, Amirhosein. (2018) Simulation-driven Development of Self-adaptive Transportation Systems. IEEE NetSoft 2018 – International Workshop on Emerging Trends in Softwarized Networks (ETSN) ; Montreal. 2018-06-25 - 2018-06-25.
  • Academic lecture
    Taherkordi, Amirhosein; Herrmann, Peter. (2018) Pervasive Smart Contracts for Blockchains in IoT Systems. 2018 International Conference on Blockchain Technology and Application . ACM; Xi'an. 2018-12-10 - 2018-12-12.

2017

  • Lecture
    Svae, Alexander; Taherkordi, Amirhosein; Herrmann, Peter; Blech, Jan Olaf. (2017) Self-Adaptive Control in Cyber-Physical Systems: The Autonomous Train Experiment. 32nd ACM Symposium on Applied Computing (SAC) . ACM; Marrakech. 2017-04-04 - 2017-04-06.

2016

  • Academic lecture
    Taherkordi, Amirhosein; Herrmann, Peter; Blech, Jan Olaf; Fernandez, Alvaro. (2016) Service Virtualization for Self-Adaptation in Mobile Cyber-Physical Systems. International Workshop on Management of Service-Oriented Cyber-Physical Systems (MCPS) ; Banff. 2016-10-10 - 2016-10-10.
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