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Most introductory texts either drown the reader in calculus-heavy speedup formulas or devolve into simple API documentation. Quinn strikes a perfect middle ground. He introduces the model to teach algorithmic thinking—how to design a reduction, a scan, or a prefix sum in theory. He then immediately shows the cost model: how communication latency and bandwidth affect real-world performance.
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