2024

• Huang, He; Chen, Shigang; Basat, Ran Ben; Dai, Haipeng; Taherkordi, Amirhosein; Xu, Jun. (2024) Guest Editorial Introduction to the Special Section on Next-Generation Traffic Measurement With Network-Wide Perspective and Artificial Intelligence. IEEE Transactions on Network Science and Engineering (IEEE TNSE)
  Editorial
• Fazel-Najafabadi, Azam; Abbasi, Mahdi; Attar, Hani H.; Amer, Ayman; Taherkordi, Amir; Shokrollahi, Azad. (2024) High-Performance Flow Classification of Big Data Using Hybrid CPU-GPU Clusters of Cloud Environments. Tsinghua Science and Technology
  Academic article
• Han, Song; Ma, Hui; Taherkordi, Amirhosein; Lan, Dapeng; Chen, Yange. (2024) Privacy-preserving data integration scheme in industrial robot system based on fog computing and edge computing. IET Communications
  Academic article
• Motevallian, Mahsa; Esfar E Alam, A M; Taherkordi, Amirhosein; Abbasi, Golnoush. (2024) Semantic Modeling of Waste Dataflow for Automating Circular Economy Systems. IEEE Computer Society Digital Library
  Academic chapter/article/Conference paper
• Kamalian, Mahdieh; Taherkordi, Amirhosein; Ferreira, Paulo. (2024) TELEGAIT: Transfer Learning on Fog for Generalizable and Real-Time Transport Mode Detection. Proceedings of the IEEE
  Academic article
• Wu, Jia; Dai, Tingyi; Guan, Peiyuan; Liu, Su; Gou, Fangfang; Taherkordi, Amirhosein. (2024) FedAPT: Joint Adaptive Parameter Freezing and Resource Allocation for Communication-Efficient Federated Vehicular Networks. IEEE Internet of Things Journal
  Academic article
• Liu, Su; Li, Yushuai; Guan, Peiyuan; Li, Tianyi; Yu, Jiong; Taherkordi, Amirhosein. (2024) FedAGL: A Communication-Efficient Federated Vehicular Network. IEEE Transactions on Intelligent Vehicles (T-IV)
  Academic article
• Rahnemay, Mahdieh; Farzinvash, Leili; Zolfi, Mina; Taherkordi, Amirhosein. (2024) ECMSH: An Energy-efficient and Cost-effective data harvesting protocol for Mobile Sink-based Heterogeneous WSNs using PSO-TVAC. Ad hoc networks
  Academic article
• Rahmani, Maryam; Crumeyrolle, Suzanne; Allegri-Martiny, Nadége; Taherkordi, Amirhosein; Rouvoy, Romain. (2024) PmForecast: leveraging temporal LSTM to deliver in situ air quality predictions. Environmental Science and Pollution Research
  Academic article
• Kamalian, Mahdieh; Taherkordi, Amirhosein; Payberah, Amir H.; Ferreira, Paulo. (2024) FOGFLEET: Fog-Level Federated Transfer Learning for Adaptive Transport Mode Detection. Proceedings of the IEEE
  Academic article
• Lepioufle, Jean-Marie; Schneider, Philipp; Hamer, Paul David; Ødegård, Rune Åvar; Vallejo, Islen; Cao, Tuan-Vu. (2024) Data fusion of sparse, heterogeneous, and mobile sensor devices using adaptive distance attention. Environmental Data Science (EDS)
  Academic article

2023

• Liu, Su; Guan, Peiyuan; Yu, Jiong; Taherkordi, Amirhosein. (2023) FedSSC: Joint client selection and resource management for communication-efficient federated vehicular networks. Computer Networks
  Academic article
• Liu, Liqing; Yuan, Xiaoming; Chen, Decheng; Zhang, Ning; Sun, Haifeng; Taherkordi, Amirhosein. (2023) Multi-user dynamic computation offloading and resource allocation in 5g mec heterogeneous networks with static and dynamic subchannels. IEEE Transactions on Vehicular Technology
  Academic article
• Liu, Liqing; Yuan, Xiaoming; Zhang, Ning; Chen, Decheng; Yu, Keping; Taherkordi, Amirhosein. (2023) Joint computation offloading and data caching in multi-Access edge computing enabled internet of vehicles. IEEE Transactions on Vehicular Technology
  Academic article
• 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)
  Academic article
• Yoshizawa, Takahito; Singelée, Dave; Muehlberg, Jan Tobias; Delbruel, Stephane; Taherkordi, Amirhosein; Hughes, Danny. (2023) A Survey of Security and Privacy Issues in V2X Communication Systems. ACM Computing Surveys
  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
  Academic article
• Wang, Kan; Liu, Xuan; Zhou, Hongfang; Lan, Dapeng; Gao, Zhen; Taherkordi, Amirhosein. (2023) Reinforcement learning-based cost-efficient service function chaining with CoMP zero-forcing beamforming in edge networks. Future Generation Computer Systems
  Academic article
• Yuan, Xiaoming; Chen, Jiahui; Yang, Jiayu; Zhang, Ning; Yang, Tingting; Han, Tao. (2023) FedSTN: Graph Representation Driven Federated Learning for Edge Computing Enabled Urban Traffic Flow Prediction. IEEE transactions on intelligent transportation systems (Print)
  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
  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
  Academic article
• Li, Chunhai; Chen, Qiyong; Chen, Mingfeng; Su, Zhaoyu; Ding, Yong; Lan, Dapeng. (2023) Blockchain enabled task offloading based on edge cooperation in the digital twin vehicular edge network. Journal of Cloud Computing
  Academic article

2022

• 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
  Academic article
• Yang, Tingting; Ning, Jiahong; Lan, Dapeng; Zhang, Jiawei; Yang, Yang; Wang, Xudong. (2022) Kubeedge Wireless for Integrated Communication and Computing Services Everywhere. IEEE wireless communications
  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
• 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
  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
  Academic article
• Lan, Dapeng; Taherkordi, Amirhosein; Eliassen, Frank; Liu, Lei; Delbruel, Stephane; Dustdar, Schahram. (2022) Task Partitioning and Orchestration on Heterogeneous Edge Platforms: The Case of Vision Applications. IEEE Internet of Things Journal
  Academic article

2021

• Oplenskedal, Magnus Karsten; Herrmann, Peter; Taherkordi, Amir. (2021) DEEPMATCH2: A comprehensive deep learning-based approach for in-vehicle presence detection. Information Systems
  Academic article
• 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
• Shahraki, Amin; Taherkordi, Amirhosein; Haugen, Øystein. (2021) TONTA: Trend-based Online Network Traffic Analysis in ad-hoc IoT networks. Computer Networks
  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
• Abbasi, Mahmoud; Shahraki, Amin; Taherkordi, Amirhosein. (2021) Deep Learning for Network Traffic Monitoring and Analysis (NTMA): A Survey. Computer Communications
  Academic literature review
• Oplenskedal, Magnus Karsten; Taherkordi, Amirhosein; Herrmann, Peter. (2021) Ataraxis: A Deep Learning Approach for Hardwareless In-Vehicle Presence Detection. Institute of Electrical and Electronics Engineers (IEEE)
  Academic chapter/article/Conference paper

2020

• 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
• 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
• 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
• Oplenskedal, Magnus Karsten; Taherkordi, Amirhosein; Herrmann, Peter. (2020) DeepMatch: deep matching for in-vehicle presence detection in transportation. Association for Computing Machinery (ACM)
  Academic chapter/article/Conference paper
• 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
• 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
  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)
  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
  Academic article

2019

• Oplenskedal, Magnus Karsten; Taherkordi, Amirhosein; Herrmann, Peter. (2019) Automated Product Localization through Mobile Data Analysis. IEEE conference proceedings
  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
  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
• Dreibholz, Thomas; Mazumdar, Somnath; Zahid, Feroz; Taherkordi, Amirhosein; Gran, Ernst Gunnar. (2019) Mobile Edge as Part of the Multi-Cloud Ecosystem: A Performance Study. IEEE (Institute of Electrical and Electronics Engineers)
  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. IEEE (Institute of Electrical and Electronics Engineers)
  Academic chapter/article/Conference paper
• Shooshtarian, Leila; Lan, Dapeng; Taherkordi, Amirhosein. (2019) A Clustering-Based Approach to Efficient Resource Allocation in Fog Computing. Communications in Computer and Information Science (CCIS)
  Academic article

2018

• Oplenskedal, Magnus Karsten; Herrmann, Peter; Blech, Jan Olaf; Taherkordi, Amirhosein. (2018) Simulation-driven Development of Self-adaptive Transportation Systems. IEEE (Institute of Electrical and Electronics Engineers)
  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
  Academic article
• Taherkordi, Amirhosein; Zahid, Feroz; Verginadis, Yiannis; Horn, Geir. (2018) Future Cloud Systems Design: Challenges and Research Directions. IEEE Access
  Academic article
• Taherkordi, Amirhosein; Herrmann, Peter. (2018) Pervasive Smart Contracts for Blockchains in IoT Systems. Association for Computing Machinery (ACM)
  Academic chapter/article/Conference paper
• 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
  Academic article

2017

• Svae, Alexander; Taherkordi, Amirhosein; Herrmann, Peter; Blech, Jan Olaf. (2017) Self-adaptive control in cyber-physical systems: The autonomous train experiment. Association for Computing Machinery (ACM)
  Academic chapter/article/Conference paper
• Abbas, Nasir; Zhang, Yan; Taherkordi, Amirhosein; Skeie, Tor. (2017) Mobile Edge Computing: A Survey. IEEE Internet of Things Journal
  Academic article
• Taherkordi, Amirhosein; Eliassen, Frank. (2017) Data-Centric IoT Services Provisioning in Fog-Cloud Computing Systems. Association for Computing Machinery (ACM)
  Academic chapter/article/Conference paper
• Taherkordi, Amirhosein; Eliassen, Frank; Horn, Geir Henrik. (2017) From IoT big data to IoT Big Services. Association for Computing Machinery (ACM)
  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)
  Academic article

2016

• Taherkordi, Amirhosein; Eliassen, Frank. (2016) Scalable modeling of cloud-based IoT services for smart cities. IEEE (Institute of Electrical and Electronics Engineers)
  Academic chapter/article/Conference paper
• Dar, Kashif Sana; Taherkordi, Amirhosein; Eliassen, Frank. (2016) Enhancing Dependability of Cloud-Based IoT Services through Virtualization. IEEE (Institute of Electrical and Electronics Engineers)
  Academic chapter/article/Conference paper
• Horn, Geir Henrik; Eliassen, Frank; Taherkordi, Amirhosein; Venticinque, Salvatore; Di Martino, Beniamino; Bücher, Monika. (2016) An architecture for using commodity devices and smart phones in health systems. Proceedings of the IEEE Symposium on Computers and Communications
  Academic article

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
  Academic article
• Taherkordi, Amirhosein; Johansen, Christian; Eliassen, Frank; Römer, Kay. (2015) Tokenit: Designing State-Driven Embedded Systems through Tokenized Transitions. IEEE (Institute of Electrical and Electronics Engineers)
  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
  Academic article
• Taherkordi, Amirhosein; Eliassen, Frank. (2014) Towards Independent in-Cloud Evolution of Cyber-Physical Systems. IEEE (Institute of Electrical and Electronics Engineers)
  Academic chapter/article/Conference paper
• Taherkordi, Amirhosein; Eliassen, Frank. (2014) Models@run.time for Creating in-Cloud Dynamic Cyber-Physical Ecosystems. IEEE (Institute of Electrical and Electronics Engineers)
  Academic chapter/article/Conference paper

2013

• Taherkordi, Amirhosein; Eliassen, Frank; Johnsen, Einar Broch. (2013) Behavioural Design of Sensor Network Applications using Activity-Driven States. IEEE (Institute of Electrical and Electronics Engineers)
  Academic chapter/article/Conference paper
• Romero, Daniel; Hermosillo, Gabriel; Taherkordi, Amirhosein; Nzekwa, Russel; Rouvoy, Romain; Eliassen, Frank. (2013) The DigiHome Service-Oriented Platform. Software, Practice & Experience
  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
  Academic article

2011

• Dar, Kashif Sana; Taherkordi, Amirhosein; Rouvoy, Romain; Eliassen, Frank. (2011) Adaptable Service Composition for Very-Large-Scale Internet of Things Systems. ACM Publications
  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. Taylor & Francis
  Academic chapter/article/Conference paper
• Taherkordi, Amirhosein; Eliassen, Frank; Skeie, Tor. (2011) Programming Wireless Sensor Networks: From Static to Adaptive Models. Unipub forlag Unipub forlag
  Doctoral dissertation
• Dar, Kashif Sana; Taherkordi, Amirhosein; Vitenberg, Roman; Rouvoy, Romain; Eliassen, Frank. (2011) Adaptable Service Composition for Very-Large-Scale Internet of Things Systems. ACM Publications
  Academic chapter/article/Conference paper
• Taherkordi, Amirhosein; Eliassen, Frank; Romero, Daniel; Rouvoy, Romain. (2011) RESTful Service Development for Resource-constrained Environments. Springer
  Academic chapter/article/Conference paper
• Taherkordi, Amirhosein; Loiret, Frederic; Rouvoy, Romain; Eliassen, Frank. (2011) A Generic Component-Based Approach for Programming, Composing and Tuning Sensor Software. Computer journal
  Academic article

2010

• Taherkordi, Amirhosein; Rouvoy, Romain; Eliassen, Frank. (2010) A component-based approach for service distribution in sensor networks. ACM Publications
  Academic chapter/article/Conference paper
• Taherkordi, Amirhosein; Eliassen, Frank. (2010) An event-driven approach to address reflectivity in sensornets. ACM Publications
  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. Springer
  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. Springer
  Academic chapter/article/Conference paper

2009

• Taherkordi, Amirhosein; Rouvoy, Romain; Le-Trung, Quan; Eliassen, Frank. (2009) Supporting lightweight adaptations in context-aware wireless sensor networks. ACM Publications
  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. Springer
  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. IEEE (Institute of Electrical and Electronics Engineers)
  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. IEEE Sarnoff Symposium
  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
  Academic article

2008

• Taherkordi, Amirhosein; Eliassen, Frank; Rouvoy, Romain; Le Trung, Quan. (2008) ReWiSe: A New Component Model for Lightweight Software Reconfiguration in Wireless Sensor Networks. Springer
  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. ACM Publications
  Academic chapter/article/Conference paper
• Taherkordi, Amirhosein; Mohammadi, Reza; Eliassen, Frank. (2008) A Communication-Efficient Distributed Clustering Algorithm for Sensor Networks. IEEE (Institute of Electrical and Electronics Engineers)
  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. Association for Computing Machinery (ACM)
  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. IEEE (Institute of Electrical and Electronics Engineers)
  Academic chapter/article/Conference paper