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Biography

Dr.  Sudan  Jha
Kathmandu University,  Nepal

Title: Dynamicity in Information Systems towards Internet of Vehicles (Dynamic Edge Placement for Real-time Internet of Vehicles Services in Intelligent Transportation Systems)

Abstract:

Due to considerable bandwidth and delay issues, cloud computing is currently unsuitable for delivering real-time Internet of Vehicles (IoV) services in the intelligent transportation system (ITS). By offloading computation to the scattered edge servers, edge computing, a recently created computing paradigm with a distributed component, can supplement the centralized cloud computing (ESs). IoV services are frequently hosted by edge servers in edge computing, which necessitates appropriate quantification and placement before the implementation of compute offloading. If a higher quality of service (QoS) is what is sought, the number and locations of the ESs must be carefully considered beforehand. The network would be more backed up and there would be more delay. The current positioning of the ESs needs to be changed in order to keep up with the dynamic fluctuations in IoV traffic and the ongoing development of the ITS. When developing ES placement methods utilizing clustering approaches with a fixed ES number, the flexibility of the placement is typically disregarded. A dynamic ES placement approach (DEP) is created to address these problems. DEP uses the non-dominated sorting genetic algorithm III for placements that perform better and need less rebuilding of earlier placements (NSGA-III). For more precision and faster convergence, clustering algorithms are used to begin the NSGAIII population. The Kuhn-Munkres bipartite graph matching algorithm is then used to assess the fitness of the least expensive reconstruction.

Biography:

With a total 22+ years of teaching, research and industrial experience, Prof. Sudan Jha is a Senior IEEE member; ACM member, Editor-in-Chief, International book series editor, acclaimed Principal Scientist, International Keynote Speaker. He has delivered a number of Keynote Speeches / expert talks around the world. Presently working as a Professor in Department of Computer Science & Engineering, Kathmandu University, Nepal; bears experiences from top notch universities like KIIT University, Chandigarh University, Christ University, etc. Apart from these, he has working experiences as ‘technical director in Nepal television’, ‘Principal in Nepal College of IT’, ‘Individual Consultant in Nepal Telecom Authority’. He is passionate about quality of higher education and is working extensively on smart platforms.

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