Software-Defined Data Infrastructure Essentials
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1 Software-Defined Data Infrastructure Essentials Cloud, Converged, and Virtual Fundamental Server Storage I/O Tradecraft Greg Schulz Server 1 of 13
2 Contents Preface Who Should Read This Book How This Book Is Organized Acknowledgments About the Author xv xviii xix xxiii xxv Part One Server Storage I/O, Software-Defined and Data Infrastructures 1 Chapter 1: Server Storage I/O and Data Infrastructure Fundamentals 3 What You Will Learn in This Chapter Getting Started What s the Buzz in and around Servers, Storage, and I/O? Data Infrastructures How Server Storage I/O Resources Are Used Why Servers Storage and I/O Are Important (Demand Drivers) Data Value Server Storage I/O Past, Present, and Future Where Are We Today? (Balancing Legacy with Emerging) Where Are We Going? (Future Planning, Leveraging Lessons Learned) Server and Storage I/O Tradecraft Fundamental Server and Storage I/O Terminology (Context Matters) What s in Your Fundamental Toolbox? Common Questions and Tips Learning Experience Chapter Summary 24 v 2 of 13
3 vi Software-Defined Data Infrastructure Essentials Chapter 2: Application and IT Environments 25 What You Will Learn in This Chapter Getting Started Tradecraft and Context for the Chapter Everything Is Not the Same with Servers Storage and I/O Various Types of Environments (Big and Small) Gaining Data and Application Insight Various Types of Applications Various Types of Data Common Applications Characteristics Performance and Activity (How Resources Get Used) Availability (Accessibility, Durability, Consistency) Capacity and Space (What Gets Consumed and Occupied) Economics (People, Budgets, Energy and other Constraints) Where Applications and Data Get Processed and Reside The Past, Today, and Tomorrow What s in Your Application Toolbox? Common Questions and Tips Learning Experience Chapter Summary 49 Part Two Server I/O and Networking Deep Dive 51 Chapter 3: Bits, Bytes, Blobs, and Software-Defined Building Blocks 53 What You Will Learn in This Chapter Getting Started Tradecraft and Context for the Chapter Removing Object Obstacles: Context Matters Server and Storage I/O Basics From Bits to Bytes, Blocks to Blobs (Server Storage I/O Counting) Where Are My Missing Bytes? Server Memory and Storage Hierarchy How Servers Organize, Access, and Use Storage Resource Tenancy (Sharing vs. Dedicated) Basic Storage Organization (Partitions, LUNs, and Volumes) How Data Gets Written to and Read from a Storage Device Volumes and Volume Managers Files and File Systems 78 3 of 13
4 Contents vii Metadata Matters and Management File System and Storage Allocation Cloud, Object, and API-Accessible Storage Cloud Services (Public, Private, Hybrid) Cloud and Object Access What s in Your Server Storage I/O Toolbox? Common Questions and Tips Learning Experience Chapter Summary 90 Chapter 4: Servers: Physical, Virtual, Cloud, and Containers 93 What You Will Learn in This Chapter Getting Started Tradecraft and Context for the Chapter Server Fundamentals Server and I/O Architectures Applications PACE and Defining Your Server Bare-Metal, Physical Machines, and Hosts Fundamental Server Components Server Reliability, Availability, and Serviceability Processors: Sockets, Cores, and Threads Memory Matters I/O and Expansion (Internal and External) PCIe, Including Mini-PCIe, U.2, M.2, and GPU LAN and Storage Ports and Internal Storage Server Packaging and Enclosures Appliances: Converged, Hyper-Converged, and CiB Scaling Servers (Up, Down, and Out) Management Tools and Security Operating Systems Hypervisors and Virtual Server Infrastructures (VSI) Virtual Desktop Infrastructure Containers and Microservices Cloud Machines and Instances Putting the Server Together What s in Your Server Toolbox? Common Questions and Tips Learning Experience Chapter Summary of 13
5 viii Software-Defined Data Infrastructure Essentials Chapter 5: Server I/O and Networking 135 What You Will Learn in This Chapter Getting Started Tradecraft and Context for the Chapter Server I/O PACE and Performance Fundamentals Server I/O and Networking Fundamentals Inter- vs. Intra-Server I/O Activity Server I/O Basic Building Blocks Cache and Locality of Reference Access Methods and Personalities Logical Server and Storage I/O Namespace and Endpoints Connection-Oriented and Connectionless Transport Modes RDMA (Remote Direct Memory Access) RoCE (RDMA over Converged Ethernet) SATA, SCSI, and NVMe Protocols TCP/IP and TCP/UDP Protocol Droop and Deterministic Behavior Physical Server and Storage I/O Server I/O Topologies Server I/O Management Topics What s in Your Server Storage I/O Toolbox? Common Questions and Tips Learning Experience Chapter Summary 165 Chapter 6: Servers and Storage-Defined Networking 167 What You Will Learn in This Chapter Getting Started Tradecraft and Context for the Chapter Server and Storage I/O Networking Devices Cabling and Connectors Host Bus Adapters and Network Interface Cards Switches and Directors Bridges and Gateways Local Server I/O and Storage Access PCIe, M.2, and U.2 (SFF-8639) Drive Connectors Serial ATA (SATA) Serial Attached SCSI (SAS) NVM Express (NVMe) of 13
6 Contents ix Ethernet (IEEE 802) Fibre Channel over Ethernet (FCoE) iscsi (SCSI on TCP/IP) Fibre Channel (FC) InfiniBand (IBA) Metropolitan and Wide-Area Networking Enabling Server I/O and Storage over Distance Software-Defined Networks (SDN) and Network Function Virtualization (NFV) Accessing Cloud Storage and Services What s in Your Server Storage I/O Networking Toolbox? Common Questions and Tips Learning Experience Chapter Summary 204 Part Three Storage Deep Dive and Data Services 207 Chapter 7: Storage Mediums and Component Devices 209 What You Will Learn in This Chapter Getting Started Tradecraft and Context for the Chapter Common Storage Device and Media Matters Storage Device Media PACE and Metrics that Matter Packaging, Form Factors, and Interfaces Enclosures Aligning Technology to Application Needs Volatile Memory (DRAM) and Non-Persistent Storage Non-Volatile Memory (NVM) and SSD NVM, Flash, and SSD Fundamentals Flash SSD TRIM and UNMAP Garbage Collection Different Types and Classes of SSD NVM and SSD Considerations Magnetic Hard Disk Drives Types and Classes of HDD HDD Solid-State Hybrid Disk Considerations and Trends Magnetic Tape, Optical, and Removable Media What s in Your Storage Device Toolbox? Common Questions and Tips Learning Experience Chapter Summary of 13
7 x Software-Defined Data Infrastructure Essentials Chapter 8: Data Infrastructure Services: Access and Performance 241 What You Will Learn in This Chapter Getting Started: What s in Your Server Storage I/O Toolbox? Tradecraft and Context for the Chapter Virtual Disks, Endpoints, Namespaces, and Access Access, Personality, and Protocols Migrating Server Storage Data Movement and Migration Volume Managers and Virtual Disks Multi-tenancy and Virtualization Performance (Productivity and Effectiveness) Services Server Storage I/O Acceleration (Cache and Micro-tiering) Economics, Analytics, and Reporting (Insight and Awareness) Metrics That Matter and Insight Awareness Metrics and Data Infrastructure Cost Considerations Analytics, Discovery, and Search Management Services Management Interfaces Management Functionalities Third-Party Storage and Cloud Support What s in Your Toolbox? Common Questions and Tips Chapter Summary 285 Chapter 9: Data Infrastructure Services: Availability, RAS, and RAID 287 What You Will Learn in This Chapter Getting Started Tradecraft and Tools Copy Data Management Availability (Resiliency and Data Protection) Services Revisiting The Golden Rule of Data Protection Availability, FTT, and FTM Fundamentals Common Availability Characteristics and Functionalities Reliability, Availability, Analytics, and Data Protection Management Enabling Availability, Resiliency, Accessibility, and RTO What s in Your Toolbox? Common Questions and Tips Learning Experience Chapter Summary of 13
8 Contents xi Chapter 10: Data Infrastructure Services: Availability, Recovery-Point Objective, and Security 325 What You Will Learn in This Chapter Getting Started Tradecraft and Tools Enabling RPO (Archive, Backup, CDP, Snapshots, Versions) Backup and Archiving Local and Remote Copies Walking the Protection Talk Point-in-Time Protection for Different Points of Interest Point-in-Time Protection and Backup/Restore Considerations Snapshots, CDP, Versioning, Consistency, and Checkpoints Data Infrastructure Security (Logical and Physical) Data Infrastructure Security Implementation Physical Security and Facilities Logical and Software-Defined Security Checksum, Hash, and SHA Cipher Encryption Codes Identity Access Management and Control Server, Storage, and I/O Networking General Data Infrastructure Security-Related Topics What s In Your Toolbox? Common Questions and Tips Learning Experience Chapter Summary 358 Chapter 11: Data Infrastructure Services: Capacity and Data Reduction 361 What You Will Learn in This Chapter Getting Started Tradecraft and Tools Capacity (Space Optimization and Efficiency) Services General Capacity Items Data Footprint Reduction What s in Your Toolbox? Common Questions and Tips Learning Experience Chapter Summary 396 Chapter 12: Storage Systems and Solutions (Products and Cloud) 399 What You Will Learn in This Chapter of 13
9 xii Software-Defined Data Infrastructure Essentials 12.1 Getting Started Tradecraft, and Context for the Chapter Why So Many Types of Storage Systems? Different IT Environments Application Workloads and Usage Scenarios Storage System, Solution, and Service Options Storage Systems and Solutions Yesterday, Today, and Tomorrow Common Storage System Characteristics Storage System PACE Considerations Additional Functional and Physical Attributes Storage Systems Architectures Scaling Up, Down, Out, or Out and Up Storage Front-End Matters Internal Processing and Functionality Storage Back-End Media Matters Common Storage Architecture Considerations Storage Solution Packaging Approaches Tin-Wrapped and Hardware Defined Software-Defined Storage Virtual Storage and Storage Virtualization Hybrid, All-NVM, All-Flash, and All-SCM Arrays Converged Infrastructure (CI) and Hyper-CI (HCI) Cloud Instances and Services Gateways, Appliances, Adapters, and Accessories Storage Management Software Resiliency Inside and Outside Storage Solutions What s in Your Storage Toolbox? Common Questions and Tips Learning Experience Chapter Summary 449 Part Four Putting Software-Defined Data Infrastructures Together 451 Chapter 13: Data Infrastructure and Software-Defined Management 453 What You Will Learn in This Chapter Getting Started Management Tradecraft and Tools Data Infrastructure Habitats and Facilities Data Infrastructure Management of 13
10 Contents xiii Troubleshooting, Problem Solving, Remediation, and Repairs Availability, Data Protection, and Security Analytics, Insight, and Awareness (Monitoring and Reporting) Data Infrastructure Decision Making Comparing Data Infrastructure Components and Services Analysis, Benchmark, Comparison, Simulation, and Tests Data Infrastructure Design Considerations Common Questions and Tips Chapter Summary 495 Chapter 14: Data Infrastructure Deployment Considerations 497 What You Will Learn in This Chapter Getting Started Deployment Tradecraft and Tools Applications, Tips, and Learning Experiences Software-Defined, Virtual, Containers, and Clouds Microsoft Azure, Hyper-V, Windows, and Other Tools VMware vsphere, vsan, NSX, and Cloud Foundation Data Databases: Little Data SQL and NoSQL Big Data, Data Ponds, Pools, and Bulk-Content Data Stores Legacy vs. Converged vs. Hyper-Converged vs. Cloud and Containers Common Questions and Tips Chapter Summary 545 Chapter 15: Software-Defined Data Infrastructure Futures, Wrap-up, and Summary 547 What You Will Learn in This Chapter Getting Started on the Wrap-up What s in Your Server Storage I/O Toolbox? Tradecraft and Context Topics People, Process, and Best Practices Skills Development Emerging Topics, Trends, and Predictions Chapter and Book Summary 557 Appendix A: Learning Experiences 561 Appendix B: Additional Learning, Tools, and Tradecraft Tricks of 13
11 xiv Software-Defined Data Infrastructure Essentials Appendix C: Frequently Asked Questions 579 Appendix D: Book Shelf and Recommended Reading 583 Appendix E: Tools and Technologies Used in Support of This Book 587 Appendix F: How to Use This Book for Various Audiences 589 Appendix G: Companion Website and Where to Learn More 591 Glossary 593 Index of 13
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