LSM Tree Optimization Through The Implementation of Cuckoo Filters
Humberto Cesar Villalta Valverde,
KwangSik Kim,
Kisu Kim
et al.
Abstract:This study aims to develop an LSM tree that uses two different kinds of probabilistic data structures (PDS). These two data structures are the Bloom Filters and the state-of-the-art Cuckoo Filter released in 2014 by Fan. Cuckoo filters are a perfect choice for saving space and also for deleting keys that are not needed in the algorithm so the filters are synchronized with the keys of all the SSTables. The implementation in this study of Cuckoo filters showed three main advantages (1) Keys that are deleted in t… Show more
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