Probabilistic Data Structures for Blockchain-Based Internet of Things Applications

Download or read book Probabilistic Data Structures for Blockchain-Based Internet of Things Applications written by Neeraj Kumar and published by CRC Press. This book was released on 2021-01-27 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers theory and practical knowledge of Probabilistic data structures (PDS) and Blockchain (BC) concepts. It introduces the applicability of PDS in BC to technology practitioners and explains each PDS through code snippets and illustrative examples. Further, it provides references for the applications of PDS to BC along with implementation codes in python language for various PDS so that the readers can gain confidence using hands on experience. Organized into five sections, the book covers IoT technology, fundamental concepts of BC, PDS and algorithms used to estimate membership query, cardinality, similarity and frequency, usage of PDS in BC based IoT and so forth.