Integrating edge intelligence and blockchain : what, why, and how / / Xiaofei Wang [and five others]

• Record Nr.: UNISA996490353603316
• Autore: Wang Xiaofei
• Pubbl/distr/stampa: Cham, Switzerland : , : Springer, , [2022]; ©2022
• ISBN: 3-031-10186-3
• Descrizione fisica: 1 online resource (118 pages)
• Collana: Wireless Networks
• Disciplina: 005.74
• Soggetti: Blockchains (Databases); Computational intelligence
• Lingua di pubblicazione: Inglese
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Note generali: Includes index.
• Nota di contenuto: Intro -- Preface -- Acknowledgments -- Contents -- Acronyms -- 1 Introduction -- 1.1 A Brief Introduction to EI -- 1.2 A Brief Introduction to BC -- 1.3 Our Focus -- 1.4 Our Contribution -- References -- 2 Overview of Edge Intelligence and Blockchain -- 2.1 Overview of EI -- 2.1.1 Definition of EI -- 2.1.2 Division of EI -- 2.1.3 Deployment of EI -- 2.1.4 Applications of EI -- 2.2 Overview of BC -- 2.2.1 Definition of BC -- 2.2.2 Architecture of BC -- 2.2.3 Categories of BC -- 2.2.4 Application of BC -- References -- 3 Motivations for Integrating Edge Intelligence with Blockchain -- 3.1 The Limitation of EI -- 3.2 The Benefit of BC -- 3.2.1 Computing-Power Management -- 3.2.2 Data Administration -- 3.2.3 Model Optimization -- References -- 4 Blockchain Driven Edge Intelligence -- 4.1 BC-Driven Computing-Power Management in EI -- 4.1.1 Value-Driven Computing-Power Sharing -- 4.1.2 Performance-Driven Computing-Power Allocation -- 4.1.3 Service-Driven Computing Offloading -- 4.1.4 BC Implementation Tutorial for Computing-Power Management -- 4.2 BC-Driven Data Administration in EI -- 4.2.1 Incentive Data Trading -- 4.2.2 Data Caching Strategy -- 4.2.3 Reliable Data Collaboration -- 4.2.4 BC Implementation Tutorial for Data Administration -- 4.3 BC-Driven Model Optimization in EI -- 4.3.1 High Efficiency Training -- 4.3.2 Credible Inference -- 4.3.3 BC Implementation Tutorial for Model Optimization -- References -- 5 Tailoring Blockchain to Edge ; Intelligence -- 5.1 Flexible Consensus Protocol Tailoring To EI -- 5.1.1 Multi-Functional Design -- 5.1.2 Compatibility Enhancement -- 5.1.3 Attack Defense -- 5.1.4 BC Implementation Tutorial for Consensus Protocol Tailoring -- 5.2 Effective Incentive Mechanism Tailoring to EI -- 5.2.1 Mining Strategy Optimization -- 5.2.2 Risk Prevention Against Cryptocurrency.; 5.2.3 BC Implementation Tutorial for Incentive Tailoring -- 5.3 Intellectuality Smart Contract Tailoring to EI -- 5.3.1 Performance Improvement for Smart Contract -- 5.3.2 Threat Detection Against Smart Contract -- 5.3.3 BC Implementation Tutorial for Smart Contract Tailoring -- 5.4 Scalability Tailoring to EI -- 5.4.1 Scalability Improvement -- 5.4.2 BC Implementation Tutorial for Scalability Tailoring -- References -- 6 Research Challenges and Future Directions -- 6.1 Comprehensive Architecture -- 6.2 Quantization Intelligence -- 6.3 Trading Intelligence -- References -- Conclusions -- Index.