Mastering Cloud Computing : Foundations and Applications Programming（2）

著者名：Buyya Ph.D., Rajkumar/Vecchiola Ph.D., Christian/Selvi Ph.D., S.Thamarai/Poojara MSc, Shivananda/Srirama Ph.D., Satish Narayana

Morgan Kaufmann（2026/03/16発売）

• 言語：ENG
• ISBN：9780443404351
• eISBN：9780443404368

Description

Mastering Cloud Computing: Foundations and Applications Programming, Second Edition serves as a comprehensive introduction for readers seeking to develop applications in the ever-evolving world of cloud computing. As technology advances, applications are no longer confined to a single machine but instead operate from virtual servers, accessible globally at any time. This book equips aspiring developers with the essential tools and knowledge to create effective cloud-based applications. Beyond the foundational principles, the book delves into distributed and parallel computing, providing in-depth coverage of virtualization, thread programming, task programming, and map-reduce techniques.It also addresses the development of applications for various cloud architectures, highlighting industrial platforms and critical security considerations. To reinforce learning, the text integrates real-world case studies, practical examples, hands-on exercises, and lab activities throughout, allowing readers to apply concepts directly and build their expertise effectively.- Includes pedagogic chapter elements (Theorems, Program Code Listings, Chapter Summaries, and Review Questions) that are designed to help students understand the important aspects of Cloud Computing- Presents real-world case studies that include scientific, business, and energy-efficiency considerations- Explains how to make design choices and tradeoffs to consider when building applications to run in a virtual cloud environment- Covers critical topics, including parallel and distributed computing, virtualization, cloud computing architecture, cloud applications platforms such as Aneka, thread programming, task programming, map-reduce programming, cloud platforms, and development of cloud applications

Table of Contents

Part 1: Foundations1. Introduction2. Principles of Parallel and Distributed Computing3. Virtualization4. Cloud Computing ArchitecturePart 2: Cloud Application Programming and the Aneka Platform5. Aneka: Cloud Application Platform6. Concurrent Computing: Thread Programming7. High-Throughput Computing: Task Programming8. Data-Intensive Computing: MapReduce ProgrammingPart 3: Industrial Platforms and New Developments9. Cloud Platforms in Industry10. Cloud Applications11. Internet of Things and Edge/Fog Computing12. Cloud Computing Security13. Containers and Serverless Computing14. Distributed Machine Learning15. Advanced Topics in Cloud ComputingReferencesIndex