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Janani, S. and Sumalatha, V. (2025) Cloud-Based Optimization for Smart Scheduling of Energy Distribution in modern Power Grids. 4th International Conference on Advancements in Smart Computing & Information Security (ASCIS 2025). pp. 1-14.

Janani, S. and Sumalatha, V. (2025) Edge-Driven Data Acquisition and Intelligence for Real-Time Energy Management in Smart Grids. In: 2025 6th International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV), Tirunelveli, India.

Ramesh, L. and Paramaguru, S. and Janani, S. and Arivazhagan, P. (2025) Big Data Analytics: Tools, Techniques and Applications. SKRGC Publication, Madurai. ISBN 978-93-6492-392-7

Barath, D. and Anand, M. and Janani, S. (2025) Student’s Attention Monitoring System in Learning Environments using Artificial Intelligence. International Journal of Advanced Research in Education and TechnologY(IJARETY), 12 (3).

Janani, S. (2025) IoT-Based Smart Cities and Context-Aware Edge-Based AI Models for Wireless Sensor Networks. International Journal of Scientific Research & Engineering Trends, 3 (3). ISSN 2395-566X

Naresh, A. S. and Ramkumar, J. and Janani, S. (2025) AI Chatbot Application using API Integration. International Journal of Advanced Research in Education and TechnologY(IJARETY), 12 (3).

Janani, S. (2025) Data Science. -, - (-). SK Research Group of Companies – SKRGC Publication, Periyar Nagar, Madakulam, Madurai. ISBN 978-93-6492-870-0