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Real-time parallel hashing on the gpu

by Dan A. Alcantara, Andrei Sharf, Fatemeh Abbasinejad, Shubhabrata Sengupta, Michael Mitzenmacher, John D. Owens, Nina Amenta - In ACM SIGGRAPH Asia 2009 papers, SIGGRAPH ’09 , 2009
"... Figure 1: Overview of our construction for a voxelized Lucy model, colored by mapping x, y, and z coordinates to red, green, and blue respectively (far left). The 3.5 million voxels (left) are input as 32-bit keys and placed into buckets of ≤ 512 items, averaging 409 each (center). Each bucket then ..."
Abstract - Cited by 29 (6 self) - Add to MetaCart
then builds a cuckoo hash with three sub-tables and stores them in a larger structure with 5 million entries (right). Close-ups follow the progress of a single bucket, showing the keys allocated to it (center; the bucket is linear and wraps around left to right) and each of its completed cuckoo sub-tables

michaelm(at)eecs.harvard.edu

by Michael T. Goodrich, Daniel S. Hirschberg, Michael Mitzenmacher, Justin Thaler
"... jthaler(at)fas.harvard.edu A dictionary (or map) is a key-value store that requires all keys be unique, and a multimap is a key-value store that allows for multiple values to be associated with the same key. We design hashing-based indexing schemes for dictionaries and multimaps that achieve worst-c ..."
Abstract - Add to MetaCart
-memory model, the size of blocks or cache lines and the size of internal memory (i.e., our external-memory algorithms are cache oblivious). Our solutions are based on a fully de-amortized implementation of cuckoo hashing, which may be of independent interest. This hashing scheme uses two cuckoo hash tables
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