Cuckoo Hashing Improves Simd Hash Tables (and Other Hash Table Tradeoffs)
Posted3 months agoActive3 months ago
reiner.orgTechstory
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Hash TablesCuckoo HashingSimdData Structures
Key topics
Hash Tables
Cuckoo Hashing
Simd
Data Structures
The article discusses how Cuckoo hashing can improve SIMD hash tables, and the discussion revolves around the tradeoffs and challenges of implementing Cuckoo hashing, particularly in comparison to other techniques like quadratic probing.
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The one thing Cuckoo tables can do much better than anything else I've tried is load factor. Insertions get slow well above 90%, but as long as your buckets are large enough or you got enough inner tables, it'll do fast lookups even at a perfect 100%.
But you'll have a hard time beating getting all the data you'll need for 99% of your lookups within a single cache line.