Uppalapati, K. 2025. Recent Advances in A Proactive Auto-scaling and Energy-Efficient VM Allocation Framework Using an Online Multi-Resource Capsule Shuffle Attention Network for Cloud Data Centres: A Systematic Review. ITSI Transactions on Electrical and Electronics Engineering. 14, 1 (May 2025), 117–124. DOI:https://doi.org/10.65521/itsi-teee.v14i1.2800.