Blog posts discussing the technical implementation detail "Parallel-Execution"
← Back to all tagsBlog posts discussing the technical implementation detail "Parallel-Execution"
← Back to all tagsThe Fidelity Framework faces a fascinating challenge: how do we identify opportunities for massive parallelism hidden within sequential-looking F# code? The answer lies in an elegant application of graph coloring to our Program Hypergraph (PHG), using bidirectional zippers to traverse and analyze control flow and data flow patterns. This approach, inspired by insights from Ramsey graph theory, enables automatic discovery of where async and continuation-based code can be transformed into interaction nets for parallel execution.
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