Comparative Analysis of Trust-Based Data Storage Management Techniques in Dynamic Cloud Service K. H. Vani, Dr. P Balamurugan International Journal of Basic and Applied Sciences, 2025 Cloud computing (CC) has emerged as a transformative paradigm for data storage and service delivery. However, challenges in trust management, data confidentiality, and quality assurance continue to limit its scalability and user adoption. To address these limitations, this study proposes a Triple-layered Trust Evaluation Model (TTEM) that integrates trust computation, optimized cryptographic key generation, and a layered architecture comprising edge, fog, and cloud nodes. The model dynamically evaluates service providers based on multiple Quality of Service (QoS) attributes—such as bandwidth, memory, cost, and reliability—using a user satisfaction score computed through weighted aggregation. Trust values are calculated at the fog layer to reduce latency and ensure scalability, while secure session keys are generated using a metaheuristic-based optimizer for robust cryptographic protection. The proposed TTEM is simulated and evaluated using real-world multi-cloud scenarios, including datasets from Google Drive, PCloud, MEGA, and MediaFire. Comparative results show that TTEM outperforms existing methods such as GA, CSA, and MSFOA in terms of trustworthiness, computational efficiency, resource utilization, and data security. The model is particularly suited for dynamic, privacy-sensitive applications in smart cities, healthcare, and industrial IoT environments.
Quantum Concepts S. Manjula Gandhi, S. Gayathri Devi, K. Sathya, K. H. Vani, K. Kiruthika Studies in Computational Intelligence, 2023
An efficient knowledge based intrusion detection system for wireless sensor networks J. Rathika, M. Soranamageswari, K.H. Vani Advances in Mathematics Scientific Journal, 2020 Adv. Math. Sci. J. Vol. 9, No. 7 Open Access AN EFFICIENT KNOWLEDGE BASED INTRUSION DETECTION SYSTEM FOR WIRELESS SENSOR NETWORKS J. Rathika, M. Soranamageswari, K.H. Vani DOI: https://doi.org/10.37418/amsj.9.7.67 Full Text Abstract Abstract Wireless sensor networks (WSNs) have a big potential to be applied in crucial situations such as military as well as … page AMSJ9-N7-67 Read More »
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MOST CITED SCHOLAR PUBLICATIONS
A study on reversible logic gates of quantum computing AG Aruna, KH Vani, RS Meena Int. J. Computer Sci. Information Technol 7, 427-432 , 2016 2016.0 Citations: 16
Maintaining Performance and QoS of Software Tools for Remote Teaching Environment S Gayathri Devi, S Manjula Gandhi, C Sathya, S Chandia, KH Vani Sustainable Blended Learning in STEM Education for Students with Additional … , 2023 2023.0 Citations: 3
Quantum Concepts S Manjula Gandhi, S Gayathri Devi, K Sathya, KH Vani, K Kiruthika Quantum Computing: A Shift from Bits to Qubits, 99-113 , 2023 2023.0 Citations: 2
Local search based genetic algorithm for feature selection in health big data classification KH Vani, J Rathika 2023.0 Citations: 1
Quantum Concepts SM Gandhi, SG Devi, K Sathya, KH Vani, K Kiruthika Quantum Computing: A Shift from Bits to Qubits, 99 , 2023 2023.0
AN EFFICIENT KNOWLEDGE BASED INTRUSION DETECTION SYSTEM FOR WIRELESS SENSOR NETWORKS J RATHIKA, M SORANAMAGESWARI, KH VANI ADVANCES IN MATHEMATICS 9 (7), 5019-5029 , 2020 2020.0
Impact of Deep Learning in Big Data Analytics AG Aruna, M Sangeetha, C Sathya, KH Vani 2017.0
Recovering From Multiple Node Failures in Wireless Sensor-Actor Networks with Minimal Topology Changes K Vani, G Srinivasan, M Sangeetha, MR Suganyaa
