Online ISSN: 2455-7188 IMPACT FACTOR: 0.7261 Thomson Reuters Researcher ID: J-5005-2016 CERTIFICATE OF PUBLICATION This is to Certify that Mr./Mrs./Ms./Dr. Sowmiya M, S Asha has published research paper in " INTERNATIONAL JOURNAL OF INNOVATIVE RESEARCH IN MANAGEMENT STUDIES (IJIRMS) peer reviewed and refereed journal, Volume- 8, Issue- 10, October 2026, pp. 223-239." Paper Title:- " AI-DRIVEN PREDICTIVE AUTO-SCALING FOR ENERGY-EFFICIENT CLOUD DATA CENTRES: A BIBLIOMETRIC ANALYSIS AND CONCEPTUAL FRAMEWORK " Chief Editor