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A cloud-based platform for high-performance computing, dividing tasks into 400 parallel processes across 46 nodes in hybrid cloud. Engineering centralized and decentralized algorithms, utilizing latency to create an intelligent overlay graph for task placement, resulting in a 50% reduction in computation time and efficient resource utilization