Computer Science, Computer Networks and Communications, Computer Science Applications
12
Scopus Publications
153
Scholar Citations
5
Scholar h-index
4
Scholar i10-index
Scopus Publications
A review on WSN based resource constrained smart IoT systems Shreeram Hudda, K. Haribabu Discover Internet of Things, 2025 In Wireless Sensor Network (i.e. WSN) based resource constrained Internet of Things (i.e. IoT) environments, efficient data forwarding is achieved through cluster based mechanisms, where cluster heads facilitate communication among themselves and with the sink node. Data collected by each cluster head is temporarily buffered before being transmitted to the sink via multi-hop communication. The integration of advanced wireless technologies, such as 5th Generation (i.e. 5G) networks, offers significant benefits, including reduced latency, extensive coverage, improved spectral efficiency, and higher data transmission rates. Incorporating Device-to-Device (i.e. D2D) communication further enhances energy efficiency and offloads data traffic, addressing critical IoT requirements such as low latency, increased network capacity, and improved spectral and energy efficiency. Software Defined Networking (i.e. SDN) addresses diverse IoT network needs across domains like smart grids, healthcare, traffic signaling, agriculture, and smart homes by enabling efficient communication, network management, and innovative control procedures. However, SDN’s application for anomaly detection and primary defense against security threats in IoT systems remains underexplored. This research investigates the potential of the design of an intelligent mechanism for energy efficient, privacy preserving, and secure communication in WSN based resource constrained IoT systems. The proposed approach leverages advanced technologies such as SDN, Machine Learning (i.e. ML), Deep Learning (i.e. DL), D2D communication, Computer Vision, and Network Function Virtualization (i.e. NFV). Additionally, it emphasizes assessing and offloading specific IoT application functions onto the network’s edge to enhance performance. Moreover, the development of lightweight security mechanisms for secure communication in resource constrained IoT environments is also identified as a crucial research domain.
MMulCriApp: ML and MCDA Based Approach for Energy Efficient Communication for WSN Based Resource Constrained IoT Devices Shreeram Hudda, Aditya Dandwate, K. Haribabu Proceedings of IEEE IFIP Network Operations and Management Symposium 2025 NOMS 2025, 2025 Wireless Sensor Networks (WSNs) play a crucial role in various domains like environmental monitoring, agriculture, home automation, and healthcare. However, they face challenges such as limited resources, dynamic environments, data routing issues, scalability, unreliable wireless communication, mobility, security concerns, limited bandwidth, and fault tolerance. Machine Learning (ML) techniques have been utilized to address these challenges. Additionally, Multi Criteria Decision Analysis (MCDA), a tool for making decisions involving multiple criteria, is helpful in scenarios like cluster head selection in WSNs. This paper proposes a hybrid approach that combines ML for initial rounds, followed by MCDA based mechanisms in later rounds. The approach is evaluated using metrics like energy consumption, node degree, remaining energy, sink node location, and distance metrics and shows better performance compared to the ML technique alone.
An Energy Efficient Data Transmission Approach in Smart IoT Systems Shreeram Hudda, K. Haribabu, Vikas Balani International Conference on Information Networking, 2024 Improving energy efficiency and maximizing network longevity are two pressing issues in the Internet of Things (IoT) and wireless sensor networks (WSN). Clustering aids in enhancing energy efficiency and extending network life. A cluster head is selected in each cluster to collect and aggregate data from its cluster members. While electing appropriate nodes as cluster heads is important, associating nodes with the elected cluster heads is another component that can aid improve the network’s longevity. In this study, the authors proposed a new algorithm belonging to the family of local search problems for performing connection migration of nodes between different cluster heads. Furthermore, the simulation environment and the toolkit developed to evaluate several Cluster Head algorithms in this simulation environment have both been presented in detail.
A Novel Approach for Energy-Efficient Communication in a Constrained IoT Environment Shreeram Hudda, K. Haribabu, Rishabh Barnwal International Conference on Information Networking, 2024 In the realm of the Internet of Things (IoTs) and wireless sensor networks (WSNs), two key concerns are improving security and energy efficiency. One approach to enhancing network longevity is through the implementation of clustering, which involves managing cluster heads. In this study, the authors proposed two variants of a novel algorithm for energy efficient communication in a constrained IoT environment. One variant considers the node degree while the other doesn’t consider it to improve the round speed by eliminating mandatory re-election processes. Both variants also eliminate the selection of zero cluster heads problem, specifically at the beginning or towards the end of the network. Additionally, the authors tested the performance of proposed variants against several well known algorithms based on various factors such as operating nodes, number of clusters, transmission energy, remaining energy using MATLAB simulation environment. These comparisons will give us a crucial insight into the working of the proposed algorithm and question its applicability in the real world. The results of this comparison are promising, as the proposed variant with node degree outperforms other algorithms.
An MCDA and pert based novel approach for prioritization of user stories in agile environment S Hudda, R Barnwal, T Chejara, A Khurana International Conference on Computational Science and Computational … , 2025 2025 Citations: 3
Prioritization of Product Backlog Items in Agile Development Using Rank Ordering S Hudda Complex, Intelligent and Software Intensive Systems: Proceedings of the 19th … , 2025 2025
Prioritization of Product Backlog Items in Agile Development Using Rank Ordering and Weighting Method S Hudda International Conference on Complex, Intelligent, and Software Intensive … , 2025 2025 Citations: 1
MMulCriApp: ML and MCDA Based Approach for Energy Efficient Communication for WSN Based Resource Constrained IoT Devices S Hudda, A Dandwate, K Haribabu NOMS 2025-2025 IEEE Network Operations and Management Symposium, 1-5 , 2025 2025 Citations: 1
A review on WSN based resource constrained smart IoT systems S Hudda, K Haribabu Discover Internet of things 5 (1), 56 , 2025 2025 Citations: 83
DySwitch: Dynamic Switching to Enable Secure and Energy Efficient Data Communication in Resource Constrained IoT Environment S Hudda, K Haribabu International Conference on Advanced Information Networking and Applications … , 2025 2025 Citations: 1
A WSN and vision based smart, energy efficient, scalable, and reliable parking surveillance system with optical verification at edge for resource constrained IoT devices S Hudda, R Barnwal, A Khurana, K Haribabu Internet of Things 28, 101346 , 2024 2024 Citations: 12
Energy efficient data communication for WSN based resource constrained IoT devices S Hudda, K Haribabu, R Barnwal Internet of Things 27, 101329 , 2024 2024 Citations: 21
A wsn and vision based energy efficient and smart surveillance system using computer vision and ai at edge S Hudda, K Haribabu, R Barnwal, A Khurana International Conference on Advanced Information Networking and Applications … , 2024 2024 Citations: 5
An energy efficient data transmission approach in smart iot systems S Hudda, K Haribabu, V Balani 2024 International Conference on Information Networking (ICOIN), 740-745 , 2024 2024 Citations: 4
A novel approach for energy-efficient communication in a constrained iot environment S Hudda, K Haribabu, R Barnwal 2024 International Conference on Information Networking (ICOIN), 699-704 , 2024 2024 Citations: 5
Uninterrupted VPN Connection Service with Mobility Management and Dead Peer Detection S Hudda Defence Science Journal 71 (4), 507-514 , 2021 2021
Prioritization of user-stories in agile environment S Hudda, R Mahajan, S Chopra Indian Journal of Science and Technology 9 (10.17485) , 2016 2016 Citations: 17
SPIRAL MODEL FOR COMPONENT-BASED SOFTWARE DEVELOPMENT S Hudda, R Mahajan Far East Journal of Electronics and Communications 3 (10.17654/ECSV3PII16817 … , 2016 2016
MOST CITED SCHOLAR PUBLICATIONS
A review on WSN based resource constrained smart IoT systems S Hudda, K Haribabu Discover Internet of things 5 (1), 56 , 2025 2025 Citations: 83
Energy efficient data communication for WSN based resource constrained IoT devices S Hudda, K Haribabu, R Barnwal Internet of Things 27, 101329 , 2024 2024 Citations: 21
Prioritization of user-stories in agile environment S Hudda, R Mahajan, S Chopra Indian Journal of Science and Technology 9 (10.17485) , 2016 2016 Citations: 17
A WSN and vision based smart, energy efficient, scalable, and reliable parking surveillance system with optical verification at edge for resource constrained IoT devices S Hudda, R Barnwal, A Khurana, K Haribabu Internet of Things 28, 101346 , 2024 2024 Citations: 12
A wsn and vision based energy efficient and smart surveillance system using computer vision and ai at edge S Hudda, K Haribabu, R Barnwal, A Khurana International Conference on Advanced Information Networking and Applications … , 2024 2024 Citations: 5
A novel approach for energy-efficient communication in a constrained iot environment S Hudda, K Haribabu, R Barnwal 2024 International Conference on Information Networking (ICOIN), 699-704 , 2024 2024 Citations: 5
An energy efficient data transmission approach in smart iot systems S Hudda, K Haribabu, V Balani 2024 International Conference on Information Networking (ICOIN), 740-745 , 2024 2024 Citations: 4
An MCDA and pert based novel approach for prioritization of user stories in agile environment S Hudda, R Barnwal, T Chejara, A Khurana International Conference on Computational Science and Computational … , 2025 2025 Citations: 3
Prioritization of Product Backlog Items in Agile Development Using Rank Ordering and Weighting Method S Hudda International Conference on Complex, Intelligent, and Software Intensive … , 2025 2025 Citations: 1
MMulCriApp: ML and MCDA Based Approach for Energy Efficient Communication for WSN Based Resource Constrained IoT Devices S Hudda, A Dandwate, K Haribabu NOMS 2025-2025 IEEE Network Operations and Management Symposium, 1-5 , 2025 2025 Citations: 1
DySwitch: Dynamic Switching to Enable Secure and Energy Efficient Data Communication in Resource Constrained IoT Environment S Hudda, K Haribabu International Conference on Advanced Information Networking and Applications … , 2025 2025 Citations: 1
Prioritization of Product Backlog Items in Agile Development Using Rank Ordering S Hudda Complex, Intelligent and Software Intensive Systems: Proceedings of the 19th … , 2025 2025
Uninterrupted VPN Connection Service with Mobility Management and Dead Peer Detection S Hudda Defence Science Journal 71 (4), 507-514 , 2021 2021
SPIRAL MODEL FOR COMPONENT-BASED SOFTWARE DEVELOPMENT S Hudda, R Mahajan Far East Journal of Electronics and Communications 3 (10.17654/ECSV3PII16817 … , 2016 2016
