Decentralized Systems and Distributed Computing
This book provides a comprehensive exploration of next-generation internet, distributed systems, and distributed computing, offering valuable insights into their impact on society and the future of technology. The use of distributed systems is a big step forward in IT and computer science. As the nu...
| Autor principal: | |
|---|---|
| Otros Autores: | , , |
| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Newark :
John Wiley & Sons, Incorporated
2024.
|
| Edición: | 1st ed |
| Colección: | Decentralized systems and next generation internet
|
| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009841209006719 |
Tabla de Contenidos:
- Cover
- Series Page
- Title Page
- Copyright Page
- Contents
- Preface
- Chapter 1 Introduction to Next-Generation Internet and Distributed Systems
- 1.1 Introduction
- 1.2 Traditional Network
- 1.3 Next-Generation Internet
- 1.3.1 Next-Generation Internet Protocol
- 1.3.1.1 IPv6
- 1.3.1.2 Tunneling
- 1.3.2 Quality of Service (QoS)
- 1.4 Network Middleware
- 1.5 Software-Defined Network (SDN)
- 1.5.1 Necessity of Software-Defined Network
- 1.6 Edge Cloud-Based Next-Generation Internet
- 1.6.1 Edge Cloud
- 1.6.2 Content Distribution Networks (CDNs)
- 1.7 Network Architecture
- 1.7.1 Some Proposed Architectures
- 1.7.1.1 Security Architecture for Networked Enterprises (SANE)
- 1.7.1.2 Swarming Architecture
- 1.7.1.3 Flexible Internet Architecture (FlexNGIA)
- 1.7.1.4 Architecture for Mobility Support
- 1.7.1.5 The Data-Oriented Network Architecture (DONA)
- 1.7.1.6 MILSA (Mobility and Multihoming Supporting Identifier-Locator Split Architecture)
- 1.7.1.7 Delay/Disruption Tolerant Networks (DTN) and Related Architectures
- 1.7.2 Challenges for Architecture
- 1.7.2.1 Network Services
- 1.7.2.2 Network Management
- 1.7.2.3 Network Performance
- 1.7.2.4 Diversity and Change
- 1.8 Security and Safety
- 1.9 Distributed Systems
- 1.9.1 Concept of Distributed System
- 1.9.2 Terminologies
- 1.9.2.1 Grouping of Autonomous Computer Components
- 1.9.2.2 Single Coherent System
- 1.10 Distributed System Design
- 1.10.1 Significance of a Certain Design
- 1.10.2 Scale and Scalability
- 1.10.2.1 Definition of Scale
- 1.10.2.2 Scalability Analysis
- 1.11 Distributed System Monitoring
- 1.11.1 Idea of Monitoring System
- 1.12 Security in Distributed Systems
- 1.12.1 Reasons for Not Using Encryption
- 1.12.2 Authorization
- 1.13 Blockchain and Distributed Systems
- 1.13.1 Decentralization.
- 1.13.2 Peer-to-Peer Networks (P2P)
- 1.14 Blockchain-Based Distributed Control Systems
- 1.14.1 Control System
- 1.14.1.1 To Handle Complicated Processes
- 1.14.1.2 Pre-Defined Function Blocks
- 1.14.1.3 Scalable Platform
- 1.15 Blockchain for Distributed System Security
- 1.15.1 Fault-Tolerant Consensus in a Distributed System
- 1.15.2 Complications while Using Blockchain for Distributed Computing
- 1.16 Conclusion and Future Scope
- References
- Chapter 2 Decentralized System in Education and Research
- 2.1 Introduction
- 2.2 History of Decentralization in the Education System
- 2.3 Advantages and Challenges of Decentralization of the Education System
- 2.3.1 Advantages
- 2.3.2 Challenges
- 2.4 Impact of Decentralization in Education and Research
- 2.5 Current Approaches
- 2.5.1 World Scenario
- 2.5.1.1 Finland Education System
- 2.5.1.2 Brazil, Federal Universities
- 2.5.1.3 The United States, National Science Foundation
- 2.5.1.4 Mexico, CONACYT
- 2.5.2 Indian Scenario
- 2.5.2.1 Kerala Model of Decentralization Implementation in Education and Research
- 2.6 Development Trend Towards Education and Research
- 2.7 Future Scope and Recommendations
- 2.8 Conclusion
- References
- Chapter 3 Architecture of Blockchain-Enabled Decentralized Systems
- 3.1 Introduction
- 3.2 What is a Decentralized System?
- 3.2.1 Centralized System vs. Decentralized System
- 3.2.2 Merits and Demerits of a Decentralized System
- 3.3 Blockchain
- 3.3.1 What is Blockchain?
- 3.3.2 Structure of Blockchain
- 3.3.3 Requirements of Blockchain
- 3.3.4 Merits and Demerits of Blockchain
- 3.4 Smart Contracts and Its Examples
- 3.5 Blockchain-Enabled Decentralized System
- 3.5.1 Role of Blockchain
- 3.5.2 Types of Decentralization in Blockchain
- 3.5.3 Types of Blockchain Architecture
- 3.5.4 Requirements
- 3.5.5 Pros and Cons.
- 3.6 Architecture for the Blockchain-Enabled Decentralized System
- 3.6.1 The Network
- 3.6.2 The Consensus Protocol
- 3.6.3 The Data Structure
- 3.7 Decentralized Todo App with Blockchain
- 3.8 Blockchain-Enabled Decentralized System Development and Challenges
- 3.9 Future of the Blockchain-Enabled Decentralized System
- 3.10 Conclusion
- References
- Chapter 4 Mobile Edge Computing for Decentralized Systems
- 4.1 Introduction
- 4.2 Edge Computing
- 4.3 Benefits of Edge Computing
- 4.4 Classification of Attacks in a 5G IoT System
- 4.5 Decentralized Dynamic Computation Offloading Method
- 4.6 Conclusion
- References
- Chapter 5 Blockchain in Education
- 5.1 Introduction
- 5.2 Benefits of Blockchain in Education
- 5.2.1 Blockchain Can Enhance Learner Data Privacy and Security, Allowing Learners to Maintain Control Over Their Personal Information
- 5.2.2 Blockchain Can Enable Lifelong Learning Tracking, Creating a Comprehensive and Immutable Record of a Learner's Achievements and Skills
- 5.2.2.1 Blockchain as a Distributed and Immutable Record-Keeping System
- 5.2.2.2 Benefits of Blockchain-Enabled Lifelong Learning Tracking
- 5.3 Challenges of Blockchain in Education
- 5.3.1 Concerns Related to Data Privacy, Security, and Compliance with Data Protection Regulations
- 5.3.1.1 Data Privacy Concerns
- 5.3.1.2 Compliance with Data Protection Regulations
- 5.3.1.3 Security Concerns
- 5.3.1.4 Collaboration with Industry Experts and Auditors
- 5.3.2 Potential Resistance to Change and Adoption Barriers in the Education Sector
- 5.4 Use Cases of Blockchain in Education
- 5.5 Conclusion
- References
- Chapter 6 Pattern Recognition Applications in Distributed Systems and Distributed Machine Learning
- 6.1 Introduction
- 6.1.1 What is Pattern Recognition?
- 6.1.2 Distributed Computing Environment.
- 6.1.3 Basic Model of the Pattern Recognition System
- 6.2 Data Generation and Preprocessing
- 6.3 Feature Selection
- 6.3.1 What is Feature Selection?
- 6.3.2 Filter Models of Feature Selection
- 6.3.3 Wrapper Models of Feature Selection
- 6.4 Design of Classifier
- 6.4.1 Conventional Classifiers in Distributed Environment
- 6.4.2 Neural Network Classifiers in a Distributed Environment
- 6.5 Designing Machine Learning Models for Distributed Environment
- 6.6 Role of Distributed Computing in Pattern Recognition
- 6.7 Conclusion
- References
- Chapter 7 Next-Generation Distributed Computing for Cancer Detection
- 7.1 Introduction
- 7.2 Research Motivation
- 7.3 Cancer Statistics
- 7.4 Modern Cancer Diagnosis and Treatment Methods
- 7.5 Methodology
- 7.6 Technical Challenges
- 7.7 Future Directions
- 7.8 Conclusion
- References
- Chapter 8 Benefits and Challenges of Decentralization in Education for Resource Optimization and Improved Performance
- 8.1 Introduction
- 8.1.1 Decentralized Systems in Education and Research
- 8.1.2 Connect Between Democracy and Education
- 8.2 The Centralization and Decentralization Concepts
- 8.3 Decentralized Systems in Education and Research: Policies and Practices
- 8.3.1 Open Educational Resources (OER) Policy
- 8.3.2 Collaborative Research Networks
- 8.3.3 Self-Directed Learning
- 8.3.4 Peer Review
- 8.3.5 Open Data
- 8.3.6 Equity and Inclusion
- 8.3.7 Quality Assurance
- 8.4 Building Capacity Across and Between Levels Within Education Systems
- 8.5 Developing Accountability Measures and Systems in Implementing a Decentralized Education Policy
- 8.5.1 Establish Clear and Quantifiable Policy Objectives
- 8.5.2 Create Performance Indicators and Benchmarks
- 8.5.3 Assign Roles and Responsibilities
- 8.5.4 Build Effective Monitoring and Evaluation Systems.
- 8.5.5 Encourage Transparency and Involvement
- 8.5.6 Establish Redressal Mechanisms
- 8.6 Developing Local-Level Capacity Across All Education System Levels and Sectors
- 8.7 Education Policies in India to Achieve Decentralization in Education Systems
- 8.7.1 National Education Policy (NEP) 2020
- 8.7.2 Rashtriya Madhyamik Shiksha Abhiyan (RMSA)
- 8.7.3 RUSA (Rashtriya Uchchatar Shiksha Abhiyan)
- 8.8 Research and Development Policies in India and Promoting Decentralization in R&
- D
- 8.8.1 Atal Innovation Mission (AIM)
- 8.8.2 The National Initiative for Developing and Harnessing Innovations (NIDHI)
- 8.8.3 National Science, Technology, and Innovation Policy (STI) 2020
- 8.8.4 Council of Scientific and Industrial Research (CSIR)
- 8.8.5 Department of Science and Technology (DST)
- References
- Chapter 9 Blockchain in Data Security and Transparency in Business Transactions
- 9.1 Introduction
- 9.2 Dimensions and Requirements of Data Security
- 9.3 Security Issues in Conventional Data Security
- 9.4 Diversity of Attacks in Conventional Data Security
- 9.5 Blockchain: The Complete Solution
- 9.6 The Decentralized and Immutable Approach
- 9.7 Comparison of ECC and RSA
- 9.8 Digital Signature Algorithm
- 9.9 Blockchain Technology Ensures Transparency
- 9.10 Blockchain Solutions for Traditional Data Security
- 9.11 Blockchain Types
- 9.12 Conclusion
- References
- Chapter 10 A Comparative Study of Ad Hoc and Wireless Sensor Networks
- 10.1 Introduction
- 10.2 Ad Hoc Network
- 10.2.1 Ad Hoc Network Types
- 10.2.2 Ad Hoc Routing Protocol
- 10.2.3 Ad Hoc Security Attack
- 10.3 Wireless Sensor and Network
- 10.3.1 Types of Wireless Network
- 10.3.2 Mobility in WSN
- 10.3.3 Routing Protocol
- 10.4 Challenges, Applications, and Limitations
- 10.5 Conclusion
- References.
- Chapter 11 Content Filtering-Based Movie Recommendation System Using Deep Learning.
