Experience
From June, 2014 to Present
Teachings
Machine Learning , Advanced Algorithms, Theory of Computation, Compiler Design, Advanced Data Structure and Algorithms, Design and Analysis of Algorithms, Artificial Intelligence, Computational Complexity, Advanced Computer Networks.
Education
B.Tech (Govt. College of Engg. & Ceramic Tech., Kolkata)
M.Tech (NITTTR Kolkata)
PhD (IIT (ISM) Dhanbad)
Contact Address :
Dept. of Computer Science and Engineering
National Institute of Technology Sikkim
Barfung Block, Ravangla, South Sikkim-737139
Research Profiles
Featured Journals
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Biswadip Bandyopadhyay, Pratyay Kuila, Marlom Bey, Mahesh Chandra Govil,
“Quantum-Inspired Differential Evolution for Freshness-aware Caching-aided Offloading in Digital Twin-enabled Internet of Vehicles,”
IEEE Transactions on Intelligent Vehicles, Vol. 9, No. 12, pp. 7646–7659 (2024). (IF: 14.3)
https://doi.org/10.1109/TIV.2024.3401033
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Biswadip Bandyopadhyay, Pratyay Kuila, Mahesh Chandra Govil,
“Popularity-Conscious Service Caching and Offloading in Digital Twin and NOMA-Aided Connected Autonomous Vehicular Systems,”
IEEE Transactions on Network and Service Management, Vol. 21, No. 6, pp. 6451–6464 (2024). (IF: 5.4)
https://doi.org/10.1109/TNSM.2024.3462481
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Marlom Bey, Pratyay Kuila, and Banavath Balaji Naik,
“Quantum-Inspired Differential Evolution with Decoding using Hashing for Efficient User Allocation in Edge Computing Environment,”
IEEE Transactions on Emerging Topics in Computing, Vol. 13, No. 2, pp. 481–495 (2024). (IF: 5.4)
https://doi.org/10.1109/TETC.2024.3433570
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Santanu Ghosh, Pratyay Kuila,
“Cost-efficient quantum cloud task offloading with quantum-inspired particle swarm optimization,”
Future Generation Computer Systems (Elsevier), Vol. 175, 108095 (2026). (IF: 6.1)
https://doi.org/10.1016/j.future.2025.108095
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Santanu Ghosh, Pratyay Kuila,
“Quantum GA-Driven Digital Twin for Task Urgency-Aware Partitioning and Offloading in Multi UAV-Aided MEC Systems,”
Ad Hoc Networks (Elsevier), Vol. 176, 103891 (2025). (IF: 4.8)
https://doi.org/10.1016/j.adhoc.2025.103891
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Santanu Ghosh, Pratyay Kuila, Marlom Bey, Md Azharuddin,
“Quantum-inspired gravitational search algorithm-based low-price binary task offloading for multi-users in unmanned aerial vehicle-assisted edge computing systems,”
Expert Systems with Applications (Elsevier), Vol. 263, 125762 (2025). (IF: 7.5)
https://doi.org/10.1016/j.eswa.2024.125762
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Biswadip Bandyopadhyay, Pratyay Kuila, Mahesh Chandra Govil, Marlom Bey,
“Delay-Sensitive Task Offloading and Efficient Resource Allocation in Intelligent Edge-Cloud Environments: A Discretized Differential Evolution-Based Approach,”
Applied Soft Computing (Elsevier), Vol. 159, 111637 (2024). (IF: 7.2)
https://doi.org/10.1016/j.asoc.2024.111637
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Marlom Bey, Pratyay Kuila, Banavath Balaji Naik, Santanu Ghosh,
“Quantum-Inspired Particle Swarm Optimization for Efficient IoT Service Placement in Edge Computing Systems,”
Expert Systems with Applications (Elsevier), Vol. 236, 121270 (2024). (IF: 7.5)
https://doi.org/10.1016/j.eswa.2023.121270
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Pratyay Kuila and Prasanta K. Jana,
“A Novel Differential Evolution Based Clustering Algorithm for Wireless Sensor Networks,”
Applied Soft Computing (Elsevier), Vol. 25, pp. 414–425 (2014). (IF: 7.2)
https://doi.org/10.1016/j.asoc.2014.08.064
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Pratyay Kuila and Prasanta K. Jana,
“Energy Efficient Clustering and Routing Algorithms for Wireless Sensor Networks: Particle Swarm Optimization Approach,”
Engineering Applications of Artificial Intelligence (Elsevier), Vol. 33, pp. 127–140 (2014). (IF: 7.5)
https://doi.org/10.1016/j.engappai.2014.04.009
International Book Chapters
[BC1]. Pratyay Kuila and Prasanta K. Jana, "Chapter 11: Evolutionary Computing Approaches for Clustering and Routing in Wireless Sensor Networks," in Handbook of Research on Natural Computing for Optimization Problems (IGI Global). pp 246-266. (2016). ISBN 9781522500582
[BC2]. Subash Harizan, and Pratyay Kuila, "Nature-Inspired Algorithms for k-Coverage and m-Connectivity Problems in Wireless Sensor Networks," Chapter 8 in Design Frameworks for Wireless Networks, Lecture Notes in Networks and Systems (Springer), Vol. 82, pp 281-301, (2020). ISBN 978-981-13-9573-4
[BC3]. Subash Harizan, and Pratyay Kuila, "Evolutionary Algorithms for Coverage and Connectivity Problems in Wireless Sensor Networks: A Study," Chapter 9 in Design Frameworks for Wireless Networks, Lecture Notes in Networks and Systems (Springer), Vol. 82, pp 257-280, (2020). ISBN 978-981-13-9573-4
[BC4]. Pratyay Kuila and Prasanta K. Jana, "Evolutionary Computing Approaches for Clustering and Routing in Wireless Sensor Networks," Chapter 6 in Sensor Technology: Concepts, Methodologies, Tools, and Applications (IGI Global), pp 125-146, (2020). ISBN13: 9781799824541, ISBN10: 1799824543
[BC5]. Pintu Kumar Ram and Pratyay Kuila, "GSA Based Approach for Gene Selection from Microarray Gene Expression Data," Chapter 9 in Machine Learning Algorithms and Applications (John Wiley & Sons), pp 159-174, (2021).
[BC6]. Subash Harizan, Pratyay Kuila, Rajeev Kumar, Akhilendra Khare, Ashis Kumar Srivastava, and S. Beski Prabaharan, "Relay Nodes Placement Approaches in Wireless Sensor Networks: A Study," Chapter 7 in Revolutionizing Digital Healthcare Through Blockchain Technology Applications (IGI Global), pp 141-162, (2023). ISBN13: 9781668465097, ISBN10: 1668465094
Book
[1] Pratyay Kuila and Prasanta K. Jana, "Clustering and Routing Algorithms for Wireless Sensor Networks: Energy Efficient Approaches," 1st Ed., CRC Press (Taylor & Francis Group), September, 2017, ISBN 9781498753821, ISBN-10: 1498753825, ISBN-13: 978-1498753821.
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pratyay_kuila@nitsikkim.ac.in 
+91-7479013224