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Machine Learning and robotic applications produce predictive models from training data sets with many approaches depending on a mathematical structure called a Directed Acyclic Graph (DAG). CORNAMI’s market approach is based on patented TruStream technology that concurrently executes directed graph (both cyclic and acyclic) structures very efficiently on large multi-core fabrics. Because Machine Learning DAG-based algorithms are a subset of our capabilities, TruStream platforms can execute those applications at significantly higher performance and lower cost, latency, footprint, and power use than traditional server-based approaches.