Artificial intelligence

Artificial intelligence
Title Artificial intelligence PDF eBook
Author Dr. Prabhat Kumar
Publisher BPB Publications
Pages 269
Release 2019-01-01
Genre Business & Economics
ISBN 9388511093

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Learn storage system usage in various solutions to meet enterprise companyÕs business objectives Ê DESCRIPTION With the advancement of computer, mobile and popularity of internet and social media, digital data is growing exponentially. Current total global data is almost double than what was there two years back. Computer storage technologies have become most important and critical that supports this enormous growth of digital data and stores them more efficiently. Therefore demand for computer storage knowledge increased drastically in recent years. Ê This book explains the basic concept of computer storage and its fundamental features and functionalities. It also includes topics on how the application servers access storage systems through the network. Different storage vendors use different name for physical and logical components of a storage system, but this book primarily focuses on the concept of storage systems using simple and commonly understood terminologies. Almost all modern storage systems have virtualization implemented to enhance performance and fault tolerance. This book explains these implementation aspects in simple terms. Ê KEY FEATURES Different type of storage systems and their solutions are discussed. Learn the components of a storage solution, storage disk array, host servers, storage networking components and their communications. Storage performance, fault tolerance and space efficiency and their related features are explained in detailed. Storage management software suite that enables administrator to manage all storage hardware and software components and their features and functionalities that are discussed. Ê WHAT WILL YOU LEARN Storage System, Storage Infrastructure Storage Disk Array and Communication Protocols Storage Networking, Management and Performance Fault Tolerance and Data Protection Space Efficiency Ê WHO THIS BOOK IS FOR IT professionals, undergraduate and postgraduate engineering students, researchers and storage administrators. Ê Table of Contents 1. Ê Ê Storage System and Solutions 2. Ê Ê Storage Infrastructure 3. Ê Ê Storage Disk Array 4. Ê Ê Storage Communication Protocols 5. Ê Ê Storage Networking 6. Ê Ê Storage Performance 7. Ê Ê Fault Tolerance and Data Protection 8. Ê Ê Space Efficiency 9. Ê Ê Storage Management

Storage Systems

Storage Systems
Title Storage Systems PDF eBook
Author Alexander Thomasian
Publisher Academic Press
Pages 748
Release 2021-10-13
Genre Science
ISBN 0323908098

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Storage Systems: Organization, Performance, Coding, Reliability and Their Data Processing was motivated by the 1988 Redundant Array of Inexpensive/Independent Disks proposal to replace large form factor mainframe disks with an array of commodity disks. Disk loads are balanced by striping data into strips—with one strip per disk— and storage reliability is enhanced via replication or erasure coding, which at best dedicates k strips per stripe to tolerate k disk failures. Flash memories have resulted in a paradigm shift with Solid State Drives (SSDs) replacing Hard Disk Drives (HDDs) for high performance applications. RAID and Flash have resulted in the emergence of new storage companies, namely EMC, NetApp, SanDisk, and Purestorage, and a multibillion-dollar storage market. Key new conferences and publications are reviewed in this book.The goal of the book is to expose students, researchers, and IT professionals to the more important developments in storage systems, while covering the evolution of storage technologies, traditional and novel databases, and novel sources of data. We describe several prototypes: FAWN at CMU, RAMCloud at Stanford, and Lightstore at MIT; Oracle's Exadata, AWS' Aurora, Alibaba's PolarDB, Fungible Data Center; and author's paper designs for cloud storage, namely heterogeneous disk arrays and hierarchical RAID. - Surveys storage technologies and lists sources of data: measurements, text, audio, images, and video - Familiarizes with paradigms to improve performance: caching, prefetching, log-structured file systems, and merge-trees (LSMs) - Describes RAID organizations and analyzes their performance and reliability - Conserves storage via data compression, deduplication, compaction, and secures data via encryption - Specifies implications of storage technologies on performance and power consumption - Exemplifies database parallelism for big data, analytics, deep learning via multicore CPUs, GPUs, FPGAs, and ASICs, e.g., Google's Tensor Processing Units

High Density Data Storage

High Density Data Storage
Title High Density Data Storage PDF eBook
Author Yanlin Song
Publisher World Scientific
Pages 272
Release 2009
Genre Computers
ISBN 9812834699

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The explosive increase in information and the miniaturization of electronic devices demand new recording technologies and materials that combine high density, fast response, long retention time and rewriting capability. As predicted, the current silicon-based computer circuits are reaching their physical limits. Further miniaturization of the electronic components and increase in data storage density are vital for the next generation of IT equipment such as ultra high-speed mobile computing, communication devices and sophisticated sensors. This original book presents a comprehensive introduction to the significant research achievements on high-density data storage from the aspects of recording mechanisms, materials and fabrication technologies, which are promising for overcoming the physical limits of current data storage systems. The book serves as an useful guide for the development of optimized materials, technologies and device structures for future information storage, and will lead readers to the fascinating world of information technology in the future.

Introduction to Storage Area Networks

Introduction to Storage Area Networks
Title Introduction to Storage Area Networks PDF eBook
Author Jon Tate
Publisher IBM Redbooks
Pages 302
Release 2018-10-09
Genre Computers
ISBN 0738442887

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The superabundance of data that is created by today's businesses is making storage a strategic investment priority for companies of all sizes. As storage takes precedence, the following major initiatives emerge: Flatten and converge your network: IBM® takes an open, standards-based approach to implement the latest advances in the flat, converged data center network designs of today. IBM Storage solutions enable clients to deploy a high-speed, low-latency Unified Fabric Architecture. Optimize and automate virtualization: Advanced virtualization awareness reduces the cost and complexity of deploying physical and virtual data center infrastructure. Simplify management: IBM data center networks are easy to deploy, maintain, scale, and virtualize, delivering the foundation of consolidated operations for dynamic infrastructure management. Storage is no longer an afterthought. Too much is at stake. Companies are searching for more ways to efficiently manage expanding volumes of data, and to make that data accessible throughout the enterprise. This demand is propelling the move of storage into the network. Also, the increasing complexity of managing large numbers of storage devices and vast amounts of data is driving greater business value into software and services. With current estimates of the amount of data to be managed and made available increasing at 60% each year, this outlook is where a storage area network (SAN) enters the arena. SANs are the leading storage infrastructure for the global economy of today. SANs offer simplified storage management, scalability, flexibility, and availability; and improved data access, movement, and backup. Welcome to the cognitive era. The smarter data center with the improved economics of IT can be achieved by connecting servers and storage with a high-speed and intelligent network fabric. A smarter data center that hosts IBM Storage solutions can provide an environment that is smarter, faster, greener, open, and easy to manage. This IBM® Redbooks® publication provides an introduction to SAN and Ethernet networking, and how these networks help to achieve a smarter data center. This book is intended for people who are not very familiar with IT, or who are just starting out in the IT world.

The Essential Guide to Computer Data Storage

The Essential Guide to Computer Data Storage
Title The Essential Guide to Computer Data Storage PDF eBook
Author Andrei Khurshudov
Publisher Prentice Hall Professional
Pages 386
Release 2001
Genre Computer storage devices
ISBN 0130927392

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This book covers all data storage systems and latest technologies. It's a practical easy-to-use book on data storage. Extensive glossary of computer data storage-related terms. Aimed at a wide audience from beginner to advanced levels.

High Performance Mass Storage and Parallel I/O

High Performance Mass Storage and Parallel I/O
Title High Performance Mass Storage and Parallel I/O PDF eBook
Author Hai Jin
Publisher Wiley-IEEE Press
Pages 696
Release 2002
Genre Computers
ISBN

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Due to the growth of Internet-driven applications, issues such as storage capacity and access speed have become critical in the design of today's computer systems Book fills the need for a readily-accessible single reference source on the subject of high-performance, large scale storage and delivery systems Contains the latest information and future directions of disk arrays and parallel I/O A Wiley-IEEE Press Publication

Storage Networking Fundamentals

Storage Networking Fundamentals
Title Storage Networking Fundamentals PDF eBook
Author Marc Farley
Publisher Cisco Press
Pages 453
Release 2005
Genre Computers
ISBN 9781587051623

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Unlike networking technology, where there is already a great deal of literature available, many professionals still need to understand the basic building blocks of storage networking. This book provides vendor-neutral, independent analysis and terminology.