2022 International Conference on Machine Learning and Knowledge Engineering (MLKE2022)
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Assis. Prof. Alireza Souri

Assis. Prof. Alireza Souri

Alireza Souri.jpg

Assis. Prof. Alireza Souri

Department of Computer Engineering, Khatam University, Tehran, Iran


Research Area:

Internet of Things (IoT); Data mining; Formal methods; Cloud-Edge computing; Blockchain technology.


Speech title:

Towards Decision Support Systems for Energy management in the Smart Industry and Internet of Things


Abstract:

Decision Support Systems (DSS) have widely provided on intelligent human-machine interactions like the Internet of Things (IoT). As the dimensions and complexity of the IoT communications between intelligent devices, industrial equipment, sensors, and mobile applications are continuously increasing, supporting Service Level Agreements (SLA) for a large amount of cloud data centers and a huge number of user requests is going to be more challenging. This challenge would be more complicated when the energy consumption of the industrial IoT ecosystems increases exponentially as well. Therefore, DSS models are required for automated decision-making in critical IoT environments like intelligent industrial systems and smart cities. This talk provides a comprehensive overview on the DSS strategies for energy-efficient IoT applications in intelligent urban computing. The main objective of this talk is (1) presenting a technical taxonomy to categorize existing energy-efficient DSS models for industrial and smart environments in IoT ecosystems; (2) recognizing significant research trends in the field of energy-aware DSS strategies for intelligent urban computing in IoT and (3) presenting a technical and statistical analysis of recent studies and evaluation factors. Finally, innovations as forthcoming issues and new challenges of energy-based DSS strategies for intelligent urban computing in IoT are presented. 




Brief biography:

Dr. Alireza Souri (IEEE Senior Member, ACM Professional Member) received his BSc degree in Computer Engineering from University College of Nabi Akram, Iran, his MSc degree in Computer Engineering from Science and Research Branch, Islamic Azad University, Iran and received his Ph.D. degree in Computer Engineering from Science and Research Branch, Islamic Azad University, Iran. He currently is an Assistant Professor and researcher in Science and Research Branch, Islamic Azad University, Iran and Haliç University, Beyoğlu, İstanbul, Turkey. Also, he was recognized by Iran’s National Elites Foundation and awarded as national elite in 2018, 2019 and 2020. He is a lecturer on computer engineering in Haliç University and Islamic Azad University from 2014-now. Up to now, he has authored/co-authored more than 85 scientific articles and conference papers in established journals such as IEEE Transactions on Industrial Informatics, IEEE Consumer Electronics Magazine (IEEE), Applied Soft Computing (Elsevier), Expert systems with applications (Elsevier), journal of systems and software (Elsevier), Cluster Computing (Springer) and IEEE Access. Also, he is Associate Editor of Human-Centric Computing and Information Sciences (Springer), Cluster Computing (Springer), Connection Science (Taylor and Francis) and IET Communications (IEEE) journals. In addition, he is a Guest Editor for many special issues in scientific journals such as IEEE Transactions on Engineering Management, ACM Transactions on Sensor Networks, Enterprise Information Systems, Cluster Computing, Complex and Intelligent Systems, ETT, Sustainable Cities and Society, IJCS and Sensors. He is a reviewer of more than 70 reputed Journals including SCI-Indexed Journals of IEEE, ACM, Elsevier, Springer, and Wiley, such as IEEE Communications Surveys and Tutorials, IEEE Internet of Things, IEEE Transactions on Industrial Informatics, IEEE Transactions on Intelligent Transportation Systems, IEEE Consumer electronics Magazine, IEEE Sensor Journal, IEEE Transactions on Network Science and Engineering, IEEE SMC Magazine, IEEE Access, ACM computing Survey, ACM Transactions on Internet Technology, Future Generation Computer Systems. Finally, his research interests include Formal Verification, Model checking, Fog & Cloud computing, Internet of Things (IoT), Data mining, and Wireless networks.