aspg-3-2422-1791294314 20261006134514 American Scientific Publishing Group admin@americaspg.com American Scientific Publishing Group Fusion: Practice and Applications FPA 2770-0070 2692-4048 2024 14 2 Hitesh Kumar Sharma Amity University, Gwalior, M.P, India Samta Jain Goyal Amity University, Gwalior, M.P, India Sumit Kumar G.N.S University, Sasaram, Bihar, India Abhishek Kumar Amity University, Gwalior, M.P, India This research offers four work and computer tool setups. The dynamic Resource Allocation Algorithm is crucial to the system. This lets you manage changing supply. Once the PWMA knows how much work is coming up, it may divide resources and plan. The Load Balancing Algorithm (LBA) distributes work evenly to avoid over- or under-utilization and it also provides access content faster via the Adaptive Caching Algorithm (ACA). The proposed system surpasses the top alternative in several domains, such as data transmission, reaction time, energy conservation, load distribution effectiveness, and recovery time from failures. This is because the suggested solution incorporates many disparate approaches. Graphs and charts are visual representations that effectively illustrate the similarities and differences between the two methodologies. The hybrid technique is especially beneficial when the workload is unpredictable and prone to fluctuations. To do this, it instructs you on the fundamentals of efficient and adaptable computer resource management. 2024 08 25 2422 https://creativecommons.org/licenses/by/4.0/ 10.54216/FPA.140201 https://americaspg.com/journal/3/article/2422 https://americaspg.com/storage/01705679173.pdf