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| 10,000,000 | n, n log log n, n log* n | set intersection, Eratosthenes sieve, radix sort, KMP, topological sort, Euler tour, strongly connected components, 2sat | disjoint sets, tries, hash_map, 'rolling hash':blog/rolling-hash |
| 1,000,000,000 | log n, sqrt n | binary search, ternary search, fast exponentiation, euclid algorithm | |
There are a few caveats, these numbers aren't very precise, they assume in memory operations and some varying constant factors. But they do give a good starting point in searching for an algorithm that fits your problem and your data well.
These numbers aren't very precise, they assume in memory operations and some varying constant factors, but they do give a good starting point in your search for a solution that fits your problem and your data size.
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