Intelligent Task Orchestration in Distributed Computing

This presentation explores the development of an innovative task orchestration framework aimed at addressing limitations in distributed computing. Key topics include advancements like GNNs and reinforcement learning for optimization, architecture design with autonomous task handling, and technical insights into implementation using Golang and Python. It introduces novel master components for complexity analysis and workload proxies, alongside a unique multi-objective loss function. The...