Kumar, Neeraj (Computer scientist),
Probabilistic data structures for blockchain-based internet of things applications [electronic resource] / Neeraj Kumar, Arzoo Miglani. - 1 online resource
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.
9781000327632 1000327639 9781000327694 1000327698 9781000327663 1000327663 9781003080046 1003080049
10.1201/9781003080046 doi
Blockchains (Databases)
Probabilistic databases.
Internet of things.
COMPUTERS / Machine Theory
COMPUTERS / Computer Engineering
MATHEMATICS / Arithmetic
QA76.9.B56
005.7
Probabilistic data structures for blockchain-based internet of things applications [electronic resource] / Neeraj Kumar, Arzoo Miglani. - 1 online resource
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.
9781000327632 1000327639 9781000327694 1000327698 9781000327663 1000327663 9781003080046 1003080049
10.1201/9781003080046 doi
Blockchains (Databases)
Probabilistic databases.
Internet of things.
COMPUTERS / Machine Theory
COMPUTERS / Computer Engineering
MATHEMATICS / Arithmetic
QA76.9.B56
005.7