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This lecture presents efficient GPU-accelerated join optimization for complex queries, focusing on improving optimization times and heuristic plan quality. It covers the use of parallel CPU and GPU, edge enumeration, and graph-conscious heuristics. The instructor demonstrates the benefits of GPU-conscious graph enumeration and the impact on optimization time, comparing PostgreSQL and adaptive solutions.
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