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Probabilistic Data Structures for Blockchain-Based Internet of Things Applications
book

Probabilistic Data Structures for Blockchain-Based Internet of Things Applications

by Neeraj Kumar, Arzoo Miglani
January 2021
Intermediate to advanced
322 pages
7h 23m
English
CRC Press
Content preview from Probabilistic Data Structures for Blockchain-Based Internet of Things Applications

17

Applicability of Approximate Similarity Search PDS with Blockchain

17.1 Approximate Nearest Neighbor Binary Search Algorithm for Wireless Multimedia Sensor Network

Storing massive IoT data on blockchain requires a large space of memory. Also, existing similarity search methods take space even more than that for an actual dataset for creating indexed structure. In view of this problem, similarity search PDS in blockchain allows a verifier or user to retrieve similar data for a given query in real time. ASS based PDS performs computations with minimum number of distance evaluations. In literature [136] authors have combined LSH and blockchain with IPFS to manage data generated by Wireless multimedia sensor network (WMSN). Blockchain based ...

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Publisher Resources

ISBN: 9781000327694