Probabilistic Data Structures for Blockchain-Based Internet of Things Applications

Part I-Background: 1. Overview of Internet of Things. 2 Smart applications. 3. IoT challenges. Part II- Blockchain overview. 4 Python Basics. 5. Cryptography primitives. 6. Blockchain technology and technical foundations. 7. Verification and validation methods used by Blockchain. 8. Data structures for Blockchain. Part III-Probabilistic data structures: An overview. 9. Introduction to probabilistic data structures. 10. Membership Query Probabilistic Data Structures. 11. Cardinality Estimation Probabilistic Data Structures. 12. Frequency Count Query Probabilistic Data Structures. 13. Approximate Similarity Search Query Probabilistic Data Structures. Part IV-Integration of Probabilistic Data Structures with Blockchain. 14. Applicability of membership query PDS with Blockchain. 15. Applicability of cardinality estimation PDS with Blockchain. 16. Applicability of frequency estimation PDS with Blockchain. 17. Applicability of approximate similarity search PDS with Blockchain.

Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.

• Inteligência artificial
• Engenharia do controlo automático
• Tecnologia da informação: aspectos gerais
• Programação de computadores / desenvolvimento de software
• Algoritmos e estruturas de dados

Cryptography;Languages;Membership Query;Cardinality;Frequency Estimation;Python