Cloud Computing
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Cloud Computing Concepts, Technology & Architecture
Thomas Erl, Zaigham Mahmood, and Ricardo Puttini
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Praise for this Book
“Cloud computing, more than most disciplines in IT, suffers from too much talk and not enough practice. Thomas Erl has written a timely book that condenses the theory and buttresses it with real-world examples that demystify this important technology. An important guidebook for your journey into the cloud.”
—Scott Morrison, Chief Technology Officer, Layer 7 Technologies
“An excellent, extremely well-written, lucid book that provides a comprehensive picture of cloud computing, covering multiple dimensions of the subject. The case studies presented in the book provide a real-world, practical perspective on leveraging cloud computing in an organization. The book covers a wide range of topics, from technology aspects to the business value provided by cloud computing. This is the best, most comprehensive book on the subject—a must-read for any cloud computing practitioner or anyone who wants to get an in-depth picture of cloud computing concepts and practical implementation.”
—Suzanne D’Souza, SOA/BPM Practice Lead, KBACE Technologies
“This book offers a thorough and detailed description of cloud computing concepts, architectures, and technologies. It serves as a great reference for both newcomers and experts and is a must-read for any IT professional interested in cloud computing.”
—Andre Tost, Senior Technical Staff Member, IBM Software Group
“This is a great book on the topic of cloud computing. It is impressive how the content spans from taxonomy, technology, and architectural concepts to important business considerations for cloud adoption. It really does provide a holistic view to this technology paradigm.”
—Kapil Bakshi, Architecture and Strategy, Cisco Systems Inc.
“I have read every book written by Thomas Erl and Cloud Computing is another excellent publication and demonstration of Thomas Erl’s rare ability to take the most complex topics and provide critical core concepts and technical information in a logical and understandable way.”
—Melanie A. Allison, Principal, Healthcare Technology Practice, Integrated Consulting Services
“Companies looking to migrate applications or infrastructure to the cloud are often misled by buzzwords and industry hype. This work cuts through the hype and provides a detailed look, from investigation to contract to implementation to termination, at what it takes for an organization to engage with cloud service providers. This book really lays out the benefits and struggles with getting a company to an IaaS, PaaS, or SaaS solution.”
—Kevin Davis, Ph.D., Solutions Architect
“Thomas, in his own distinct and erudite style, provides a comprehensive and a definitive book on cloud computing. Just like his previous masterpiece, Service-Oriented Architecture: Concepts, Technology, and Design, this book is sure to engage CxOs, cloud architects, and the developer community involved in delivering software assets on the cloud. Thomas and his authoring team have taken great pains in providing great clarity and detail in documenting cloud architectures, cloud delivery models, cloud governance, and economics of cloud, without forgetting to explain the core of cloud computing that revolves around Internet architecture and virtualization. As a reviewer for this outstanding book, I must admit I have learned quite a lot while reviewing the material. A ‘must have’ book that should adorn everybody’s desk!”
—Vijay Srinivasan, Chief Architect - Technology, Cognizant Technology Solutions
“This book provides comprehensive and descriptive vendor-neutral coverage of cloud computing technology, from both technical and business aspects. It provides a deep-down analysis of cloud architectures and mechanisms that capture the real-world moving parts of cloud platforms. Business aspects are elaborated on to give readers a broader perspective on choosing and defining basic cloud computing business models. Thomas Erl’s Cloud Computing: Concepts, Technology & Architecture is an excellent source of knowledge of fundamental and in- depth coverage of cloud computing.”
—Masykur Marhendra Sukmanegara, Communication Media & Technology, Consulting Workforce Accenture
“The richness and depth of the topics discussed are incredibly impressive. The depth and breadth of the subject matter are such that a reader could become an expert in a short amount of time.”
—Jamie Ryan, Solutions Architect, Layer 7 Technologies
“Demystification, rationalization, and structuring of implementation approaches have always been strong parts in each and every one of Thomas Erl’s books. This book is no exception. It provides the definitive, essential coverage of cloud computing and, most importantly, presents this content in a very comprehensive manner. Best of all, this book follows the conventions of the previous service technology series titles, making it read like a natural extension of the library. I strongly believe that this will be another bestseller from one of the top-selling IT authors of the past decade.”
—Sergey Popov, Senior Enterprise Architect SOA/Security, Liberty Global International
“A must-read for anyone involved in cloud design and decision making! This insightful book provides in-depth, objective, vendor-neutral coverage of cloud computing concepts, architecture models, and technologies. It will prove very valuable to anyone who needs to gain a solid understanding of how cloud environments work and how to design and migrate solutions to clouds.”
—Gijs in ’t Veld, Chief Architect, Motion10
“A reference book covering a wide range of aspects related to cloud providers and cloud consumers. If you would like to provide or consume a cloud service and need to know how, this is your book. The book has a clear structure to facilitate a good understanding of the various concepts of cloud.”
—Roger Stoffers, Solution Architect
“Cloud computing has been around for a few years, yet there is still a lot of confusion around the term and what it can bring to developers and deployers alike. This book is a great way of finding out what’s behind the cloud, and not in an abstract or high-level manner: It dives into all of the details that you’d need to know in order to plan for developing applications on cloud and what to look for when using applications or
services hosted on a cloud. There are very few books that manage to capture this level of detail about the evolving cloud paradigm as this one does. It’s a must for architects and developers alike.”
—Dr. Mark Little, Vice President, Red Hat
“This book provides a comprehensive exploration of the concepts and mechanics behind clouds. It’s written for anyone interested in delving into the details of how cloud environments function, how they are architected, and how they can impact business. This is the book for any organization seriously considering adopting cloud computing. It will pave the way to establishing your cloud computing roadmap.”
—Damian Maschek, SOA Architect, Deutsche Bahn
“One of the best books on cloud computing I have ever read. It is complete yet vendor technology neutral and successfully explains the major concepts in a well-structured and disciplined way. It goes through all the definitions and provides many hints for organizations or professionals who are approaching and/or assessing cloud solutions. This book gives a complete list of topics playing fundamental roles in the cloud computing discipline. It goes through a full list of definitions very clearly stated. Diagrams are simple to understand and self-contained. Readers with different skill sets, expertise, and backgrounds will be able to understand the concepts seamlessly.”
—Antonio Bruno, Infrastructure and Estate Manager, UBS AG
“Cloud Computing: Concepts, Technology & Architecture is a comprehensive book that focuses on what cloud computing is really all about.... This book will become the foundation on which many organizations will build successful cloud adoption projects. It is a must- read reference for both IT infrastructure and application architects interested in cloud computing or involved in cloud adoption projects. It contains extremely useful and comprehensive information for those who need to build cloud-based architectures or need to explain it to customers thinking about adopting cloud computing technology in their organization.”
—Johan Kumps, SOA Architect, RealDolmen
“This book defines the basic terminology and patterns for the topic—a
useful reference for the cloud practitioner. Concepts from multitenancy to hypervisor are presented in a succinct and clear manner. The underlying case studies provide wonderful real-worldness.”
—Dr. Thomas Rischbeck, Principal Architect, ipt
“The book provides a good foundation to cloud services and issues in cloud service design. Chapters highlight key issues that need to be considered in learning how to think in cloud technology terms; this is highly important in today’s business and technology environments where cloud computing plays a central role in connecting user services with virtualized resources and applications.”
—Mark Skilton, Director, Office of Strategy and Technology, Global Infrastructure Services, Capgemini
“The book is well organized and covers basic concepts, technologies, and business models about cloud computing. It defines and explains a comprehensive list of terminologies and glossaries about cloud computing so cloud computing experts can speak and communicate with the same set of standardized language. The book is easy to understand and consistent with early published books from Thomas Erl.... It is a must-read for both beginners and experienced professionals.”
—Jian “Jeff” Zhong, Chief Technology Officer (Acting) and Chief Architect for SOA and Cloud Computing, Futrend Technology Inc.
“Students of the related specialties can fulfill their educational process with very easily understood materials that are broadly illustrated and clearly described. Professors of different disciplines, from business analysis to IT implementation—even legal and financial monitoring— can use the book as an on-table lecturing manual. IT specialists of all ranks and fields of application will find the book as a practical and useful support for sketching solutions unbound to any particular vendor or brand.”
—Alexander Gromoff, Director of Science & Education, Center of Information Control Technologies, Chairman of BPM Chair in Business Informatics Department, National Research University
“Higher School of Economics”
“Cloud Computing: Concepts, Technology & Architecture is a
comprehensive compendium of all the relevant information about the transformative cloud technology. Erl’s latest title concisely and clearly illustrates the origins and positioning of the cloud paradigm as the next- generation computing model. All the chapters are carefully written and arranged in an easy-to-understand manner. This book will be immeasurably beneficial for business and IT professionals. It is set to shake up and help organize the world of cloud computing.”
—Pethuru Raj, Ph.D., Enterprise Architecture Consultant, Wipro
“A cloud computing book that will stand out and survive the test of time, even in one of the fastest evolving areas of technology. This book does a great job breaking down the high level of complexity of cloud computing into easy-to-understand pieces. It goes beyond the basic, often repeated, explanations. It examines the fundamental concepts and the components, as well as the mechanisms and architectures that make up cloud computing environments. The approach gradually builds the reader’s understanding from the ground up. “In a rapidly evolving area like cloud computing, it’s easy to focus on details and miss the big picture. The focus on concepts and architectural models instead of vendor-specific details allows readers to quickly gain essential knowledge of complex topics. The concepts come together in the last part of the book, which should be required reading for any decision maker evaluating when and how to start a transition to cloud computing. Its thorough, comprehensive coverage of fundamentals and advanced topics makes the book a valuable resource to keep on your desk or your eBook reader, regardless if you’re new to the topic or you already have cloud experience.
“I highly recommend the book to those looking to implement or evaluate cloud environments, or simply looking to educate themselves in a field that will shape IT over the next decade.”
—Christoph Schittko, Principal Technology Strategist & Cloud Solution Director, Microsoft
“Cloud Computing: Concepts, Technology & Architecture is an excellent resource for IT professionals and managers who want to learn and understand cloud computing, and who need to select or build cloud systems and solutions. It lays the foundation for cloud concepts, models,
technologies, and mechanisms. As the book is vendor-neutral, it will remain valid for many years. We will recommend this book to Oracle customers, partners, and users for their journey toward cloud computing. This book has the potential to become the basis for a cloud computing manifesto, comparable to what was accomplished with the SOA manifesto.” —Jürgen Kress, Fusion Middleware Partner Adoption, Oracle EMEA
To my family and friends —Thomas Erl
To Zoya, Hanya, and Ozair with love —Zaigham Mahmood
To Silvia, Luiza, Isadora, and Lucas —Ricardo Puttini
Contents at a Glance
Foreword
Chapter 1: Introduction
Chapter 2: Case Study Background
Part I: Fundamental Cloud Computing
Chapter 3: Understanding Cloud Computing
Chapter 4: Fundamental Concepts and Models
Chapter 5: Cloud-Enabling Technology
Chapter 6: Fundamental Cloud Security
Part II: Cloud Computing Mechanisms
Chapter 7: Cloud Infrastructure Mechanisms
Chapter 8: Specialized Cloud Mechanisms
Chapter 9: Cloud Management Mechanisms
Chapter 10: Cloud Security Mechanisms
Part III: Cloud Computing Architecture
Chapter 11: Fundamental Cloud Architectures
Chapter 12: Advanced Cloud Architectures
Chapter 13: Specialized Cloud Architectures
Part IV: Working with Clouds
Chapter 14: Cloud Delivery Model Considerations
Chapter 15: Cost Metrics and Pricing Models
Chapter 16: Service Quality Metrics and SLAs
Part V: Appendices
Appendix A: Case Study Conclusions
Appendix B: Industry Standards Organizations
Appendix C: Mapping Mechanisms to Characteristics
Appendix D: Data Center Facilities (TIA-942)
Appendix E: Emerging Technologies
Appendix F: Cloud Provisioning Contracts
Appendix G: Cloud Business Case Template
About the Authors
About the Foreword Contributor
About the Contributors
Index
Contents
Foreword
Acknowledgments
Chapter 1: Introduction 1.1 Objectives of This Book 1.2 What This Book Does Not Cover 1.3 Who This Book Is For 1.4 How This Book Is Organized
Part I: Fundamental Cloud Computing Chapter 3: Understanding Cloud Computing Chapter 4: Fundamental Concepts and Models Chapter 5: Cloud-Enabling Technology Chapter 6: Fundamental Cloud Security
Part II: Cloud Computing Mechanisms Chapter 7: Cloud Infrastructure Mechanisms Chapter 8: Specialized Cloud Mechanisms Chapter 9: Cloud Management Mechanisms Chapter 10: Cloud Security Mechanisms
Part III: Cloud Computing Architecture Chapter 11: Fundamental Cloud Architectures Chapter 12: Advanced Cloud Architectures Chapter 13: Specialized Cloud Architectures
Part IV: Working with Clouds Chapter 14: Cloud Delivery Model Considerations Chapter 15: Cost Metrics and Pricing Models Chapter 16: Service Quality Metrics and SLAs
Part V: Appendices Appendix A: Case Study Conclusions Appendix B: Industry Standards Organizations
Appendix C: Mapping Mechanisms to Characteristics Appendix D: Data Center Facilities (TIA-942) Appendix E: Emerging Technologies Appendix F: Cloud Provisioning Contracts Appendix G: Cloud Business Case Template
1.5 Conventions Symbols and Figures Summary of Key Points
1.6 Additional Information Updates, Errata, and Resources (www.servicetechbooks.com) Referenced Specifications (www.servicetechspecs.com) The Service Technology Magazine (www.servicetechmag.com) International Service Technology Symposium (www.servicetechsymposium.com) What Is Cloud? (www.whatiscloud.com) What Is REST? (www.whatisrest.com) Cloud Computing Design Patterns (www.cloudpatterns.org) Service-Orientation (www.serviceorientation.com) CloudSchool.com™ Certified Cloud (CCP) Professional (www.cloudschool.com) SOASchool.com® SOA Certified (SOACP) Professional (www.soaschool.com) Notification Service
Chapter 2: Case Study Background 2.1 Case Study #1: ATN
Technical Infrastructure and Environment Business Goals and New Strategy Roadmap and Implementation Strategy
2.2 Case Study #2: DTGOV Technical Infrastructure and Environment Business Goals and New Strategy
Roadmap and Implementation Strategy 2.3 Case Study #3: Innovartus Technologies Inc.
Technical Infrastructure and Environment Business Goals and Strategy Roadmap and Implementation Strategy
Part I: Fundamental Cloud Computing
Chapter 3: Understanding Cloud Computing 3.1 Origins and Influences
A Brief History Definitions Business Drivers Capacity Planning Cost Reduction Organizational Agility
Technology Innovations Clustering Grid Computing Virtualization Technology Innovations vs. Enabling Technologies
3.2 Basic Concepts and Terminology Cloud IT Resource On-Premise Cloud Consumers and Cloud Providers Scaling Horizontal Scaling Vertical Scaling
Cloud Service Cloud Service Consumer
3.3 Goals and Benefits
Reduced Investments and Proportional Costs Increased Scalability Increased Availability and Reliability
3.4 Risks and Challenges Increased Security Vulnerabilities Reduced Operational Governance Control Limited Portability Between Cloud Providers Multi-Regional Compliance and Legal Issues
Chapter 4: Fundamental Concepts and Models 4.1 Roles and Boundaries
Cloud Provider Cloud Consumer Cloud Service Owner Cloud Resource Administrator Additional Roles Organizational Boundary Trust Boundary
4.2 Cloud Characteristics On-Demand Usage Ubiquitous Access Multitenancy (and Resource Pooling) Elasticity Measured Usage Resiliency
4.3 Cloud Delivery Models Infrastructure-as-a-Service (IaaS) Platform-as-a-Service (PaaS) Software-as-a-Service (SaaS) Comparing Cloud Delivery Models Combining Cloud Delivery Models IaaS + PaaS
IaaS + PaaS + SaaS 4.4 Cloud Deployment Models
Public Clouds Community Clouds Private Clouds Hybrid Clouds Other Cloud Deployment Models
Chapter 5: Cloud-Enabling Technology 5.1 Broadband Networks and Internet Architecture
Internet Service Providers (ISPs) Connectionless Packet Switching (Datagram Networks) Router-Based Interconnectivity Physical Network Transport Layer Protocol Application Layer Protocol
Technical and Business Considerations Connectivity Issues Network Bandwidth and Latency Issues Cloud Carrier and Cloud Provider Selection
5.2 Data Center Technology Virtualization Standardization and Modularity Automation Remote Operation and Management High Availability Security-Aware Design, Operation, and Management Facilities Computing Hardware Storage Hardware Network Hardware Carrier and External Networks Interconnection
Web-Tier Load Balancing and Acceleration LAN Fabric SAN Fabric NAS Gateways
Other Considerations 5.3 Virtualization Technology
Hardware Independence Server Consolidation Resource Replication Operating System-Based Virtualization Hardware-Based Virtualization Virtualization Management Other Considerations
5.4 Web Technology Basic Web Technology Web Applications
5.5 Multitenant Technology 5.6 Service Technology
Web Services REST Services Service Agents Service Middleware
5.7 Case Study Example
Chapter 6: Fundamental Cloud Security 6.1 Basic Terms and Concepts
Confidentiality Integrity Authenticity Availability Threat Vulnerability
Risk Security Controls Security Mechanisms Security Policies
6.2 Threat Agents Anonymous Attacker Malicious Service Agent Trusted Attacker Malicious Insider
6.3 Cloud Security Threats Traffic Eavesdropping Malicious Intermediary Denial of Service Insufficient Authorization Virtualization Attack Overlapping Trust Boundaries
6.4 Additional Considerations Flawed Implementations Security Policy Disparity Contracts Risk Management
6.5 Case Study Example
Part II: Cloud Computing Mechanisms
Chapter 7: Cloud Infrastructure Mechanisms 7.1 Logical Network Perimeter
Case Study Example 7.2 Virtual Server
Case Study Example 7.3 Cloud Storage Device
Cloud Storage Levels
Network Storage Interfaces Object Storage Interfaces Database Storage Interfaces Relational Data Storage Non-Relational Data Storage
Case Study Example 7.4 Cloud Usage Monitor
Monitoring Agent Resource Agent Polling Agent Case Study Example
7.5 Resource Replication Case Study Example
7.6 Ready-Made Environment Case Study Example
Chapter 8: Specialized Cloud Mechanisms 8.1 Automated Scaling Listener
Case Study Example 8.2 Load Balancer
Case Study Example 8.3 SLA Monitor
Case Study Example SLA Monitor Polling Agent SLA Monitoring Agent
8.4 Pay-Per-Use Monitor Case Study Example
8.5 Audit Monitor Case Study Example
8.6 Failover System Active-Active Active-Passive
Case Study Example 8.7 Hypervisor
Case Study Example 8.8 Resource Cluster
Case Study Example 8.9 Multi-Device Broker
Case Study Example 8.10 State Management Database
Case Study Example
Chapter 9: Cloud Management Mechanisms 9.1 Remote Administration System
Case Study Example 9.2 Resource Management System
Case Study Example 9.3 SLA Management System
Case Study Example 9.4 Billing Management System
Case Study Example
Chapter 10: Cloud Security Mechanisms 10.1 Encryption
Symmetric Encryption Asymmetric Encryption Case Study Example
10.2 Hashing Case Study Example
10.3 Digital Signature Case Study Example
10.4 Public Key Infrastructure (PKI) Case Study Example
10.5 Identity and Access Management (IAM)
Case Study Example 10.6 Single Sign-On (SSO)
Case Study Example 10.7 Cloud-Based Security Groups
Case Study Example 10.8 Hardened Virtual Server Images
Case Study Example
Part III: Cloud Computing Architecture
Chapter 11: Fundamental Cloud Architectures 11.1 Workload Distribution Architecture 11.2 Resource Pooling Architecture 11.3 Dynamic Scalability Architecture 11.4 Elastic Resource Capacity Architecture 11.5 Service Load Balancing Architecture 11.6 Cloud Bursting Architecture 11.7 Elastic Disk Provisioning Architecture 11.8 Redundant Storage Architecture 11.9 Case Study Example
Chapter 12: Advanced Cloud Architectures 12.1 Hypervisor Clustering Architecture 12.2 Load Balanced Virtual Server Instances Architecture 12.3 Non-Disruptive Service Relocation Architecture 12.4 Zero Downtime Architecture 12.5 Cloud Balancing Architecture 12.6 Resource Reservation Architecture 12.7 Dynamic Failure Detection and Recovery Architecture 12.8 Bare-Metal Provisioning Architecture 12.9 Rapid Provisioning Architecture 12.10 Storage Workload Management Architecture
12.11 Case Study Example
Chapter 13: Specialized Cloud Architectures 13.1 Direct I/O Access Architecture 13.2 Direct LUN Access Architecture 13.3 Dynamic Data Normalization Architecture 13.4 Elastic Network Capacity Architecture 13.5 Cross-Storage Device Vertical Tiering Architecture 13.6 Intra-Storage Device Vertical Data Tiering Architecture 13.7 Load Balanced Virtual Switches Architecture 13.8 Multipath Resource Access Architecture 13.9 Persistent Virtual Network Configuration Architecture 13.10 Redundant Physical Connection for Virtual Servers Architecture 13.11 Storage Maintenance Window Architecture
Part IV: Working with Clouds
Chapter 14: Cloud Delivery Model Considerations 14.1 Cloud Delivery Models: The Cloud Provider Perspective
Building IaaS Environments Data Centers Scalability and Reliability Monitoring Security
Equipping PaaS Environments Scalability and Reliability Monitoring Security
Optimizing SaaS Environments Security
14.2 Cloud Delivery Models: The Cloud Consumer Perspective Working with IaaS Environments IT Resource Provisioning Considerations
Working with PaaS Environments IT Resource Provisioning Considerations
Working with SaaS Services 14.3 Case Study Example
Chapter 15: Cost Metrics and Pricing Models 15.1 Business Cost Metrics
Up-Front and On-Going Costs Additional Costs Case Study Example Product Catalog Browser On-Premise Up-Front Costs On-Premise On-Going Costs Cloud-Based Up-Front Costs Cloud-Based On-Going Costs
Client Database On-Premise Up-Front Costs On-Premise On-Going Costs Cloud-Based Up-Front Costs Cloud-Based On-Going Costs
15.2 Cloud Usage Cost Metrics Network Usage Inbound Network Usage Metric Outbound Network Usage Metric Intra-Cloud WAN Usage Metric
Server Usage On-Demand Virtual Machine Instance Allocation Metric Reserved Virtual Machine Instance Allocation Metric
Cloud Storage Device Usage On-Demand Storage Space Allocation Metric I/O Data