Data Deduplication For High Performance Storage System

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Data Deduplication for High Performance Storage System

Author : Dan Feng
Publisher : Springer Nature
ISBN 13 : 9811901120
Total Pages : 170 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Data Deduplication for High Performance Storage System by : Dan Feng

Download or read book Data Deduplication for High Performance Storage System written by Dan Feng and published by Springer Nature. This book was released on 2022-06-02 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprehensively introduces data deduplication technologies for storage systems. It first presents the overview of data deduplication including its theoretical basis, basic workflow, application scenarios and its key technologies, and then the book focuses on each key technology of the deduplication to provide an insight into the evolution of the technology over the years including chunking algorithms, indexing schemes, fragmentation reduced schemes, rewriting algorithm and security solution. In particular, the state-of-the-art solutions and the newly proposed solutions are both elaborated. At the end of the book, the author discusses the fundamental trade-offs in each of deduplication design choices and propose an open-source deduplication prototype. The book with its fundamental theories and complete survey can guide the beginners, students and practitioners working on data deduplication in storage system. It also provides a compact reference in the perspective of key data deduplication technologies for those researchers in developing high performance storage solutions.

Data Deduplication Approaches

Author : Tin Thein Thwel
Publisher : Academic Press
ISBN 13 : 0128236337
Total Pages : 406 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Data Deduplication Approaches by : Tin Thein Thwel

Download or read book Data Deduplication Approaches written by Tin Thein Thwel and published by Academic Press. This book was released on 2020-11-25 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the age of data science, the rapidly increasing amount of data is a major concern in numerous applications of computing operations and data storage. Duplicated data or redundant data is a main challenge in the field of data science research. Data Deduplication Approaches: Concepts, Strategies, and Challenges shows readers the various methods that can be used to eliminate multiple copies of the same files as well as duplicated segments or chunks of data within the associated files. Due to ever-increasing data duplication, its deduplication has become an especially useful field of research for storage environments, in particular persistent data storage. Data Deduplication Approaches provides readers with an overview of the concepts and background of data deduplication approaches, then proceeds to demonstrate in technical detail the strategies and challenges of real-time implementations of handling big data, data science, data backup, and recovery. The book also includes future research directions, case studies, and real-world applications of data deduplication, focusing on reduced storage, backup, recovery, and reliability. - Includes data deduplication methods for a wide variety of applications - Includes concepts and implementation strategies that will help the reader to use the suggested methods - Provides a robust set of methods that will help readers to appropriately and judiciously use the suitable methods for their applications - Focuses on reduced storage, backup, recovery, and reliability, which are the most important aspects of implementing data deduplication approaches - Includes case studies

Using SANs and NAS

Author : W. Curtis Preston
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 0596001533
Total Pages : 225 pages
Book Rating : 4.5/5 (96 download)

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Book Synopsis Using SANs and NAS by : W. Curtis Preston

Download or read book Using SANs and NAS written by W. Curtis Preston and published by "O'Reilly Media, Inc.". This book was released on 2002-02-05 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data is the lifeblood of modern business, and modern data centers have extremely demanding requirements for size, speed, and reliability. Storage Area Networks (SANs) and Network Attached Storage (NAS) allow organizations to manage and back up huge file systems quickly, thereby keeping their lifeblood flowing. W. Curtis Preston's insightful book takes you through the ins and outs of building and managing large data centers using SANs and NAS. As a network administrator you're aware that multi-terabyte data stores are common and petabyte data stores are starting to appear. Given this much data, how do you ensure that it is available all the time, that access times and throughput are reasonable, and that the data can be backed up and restored in a timely manner? SANs and NAS provide solutions that help you work through these problems, with special attention to the difficulty of backing up huge data stores. This book explains the similarities and differences of SANs and NAS to help you determine which, or both, of these complementing technologies are appropriate for your network. Using SANs, for instance, is a way to share multiple devices (tape drives and disk drives) for storage, while NAS is a means for centrally storing files so they can be shared. Preston exams each technology with a vendor neutral approach, starting with the building blocks of a SAN and how they can be assembled for effective storage solutions. He covers day-to-day management and backup and recovery for both SANs and NAS in detail. Whether you're a seasoned storage administrator or a network administrator charged with taking on this role, you'll find all the information you need to make informed architecture and data management decisions. The book fans out to explore technologies such as RAID and other forms of monitoring that will help complement your data center. With an eye on the future, other technologies that might affect the architecture and management of the data center are explored. This is sure to be an essential volume in any network administrator's or storage administrator's library.

Storage Systems

Author : Alexander Thomasian
Publisher : Academic Press
ISBN 13 : 0323908098
Total Pages : 748 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Storage Systems by : Alexander Thomasian

Download or read book Storage Systems written by Alexander Thomasian and published by Academic Press. This book was released on 2021-10-13 with total page 748 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Performance Computing

Author : Michela Taufer
Publisher : Springer
ISBN 13 : 331946079X
Total Pages : 710 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis High Performance Computing by : Michela Taufer

Download or read book High Performance Computing written by Michela Taufer and published by Springer. This book was released on 2016-10-05 with total page 710 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes revised selected papers from 7 workshops that were held in conjunction with the ISC High Performance 2016 conference in Frankfurt, Germany, in June 2016. The 45 papers presented in this volume were carefully reviewed and selected for inclusion in this book. They stem from the following workshops: Workshop on Exascale Multi/Many Core Computing Systems, E-MuCoCoS; Second International Workshop on Communication Architectures at Extreme Scale, ExaComm; HPC I/O in the Data Center Workshop, HPC-IODC; International Workshop on OpenPOWER for HPC, IWOPH; Workshop on the Application Performance on Intel Xeon Phi – Being Prepared for KNL and Beyond, IXPUG; Workshop on Performance and Scalability of Storage Systems, WOPSSS; and International Workshop on Performance Portable Programming Models for Accelerators, P3MA.

Data Deduplication for Data Optimization for Storage and Network Systems

Author : Daehee Kim
Publisher : Springer
ISBN 13 : 3319422804
Total Pages : 262 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Data Deduplication for Data Optimization for Storage and Network Systems by : Daehee Kim

Download or read book Data Deduplication for Data Optimization for Storage and Network Systems written by Daehee Kim and published by Springer. This book was released on 2016-09-08 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces fundamentals and trade-offs of data de-duplication techniques. It describes novel emerging de-duplication techniques that remove duplicate data both in storage and network in an efficient and effective manner. It explains places where duplicate data are originated, and provides solutions that remove the duplicate data. It classifies existing de-duplication techniques depending on size of unit data to be compared, the place of de-duplication, and the time of de-duplication. Chapter 3 considers redundancies in email servers and a de-duplication technique to increase reduction performance with low overhead by switching chunk-based de-duplication and file-based de-duplication. Chapter 4 develops a de-duplication technique applied for cloud-storage service where unit data to be compared are not physical-format but logical structured-format, reducing processing time efficiently. Chapter 5 displays a network de-duplication where redundant data packets sent by clients are encoded (shrunk to small-sized payload) and decoded (restored to original size payload) in routers or switches on the way to remote servers through network. Chapter 6 introduces a mobile de-duplication technique with image (JPEG) or video (MPEG) considering performance and overhead of encryption algorithm for security on mobile device.

Big Data and High Performance Computing

Author : L. Grandinetti
Publisher : IOS Press
ISBN 13 : 1614995834
Total Pages : 168 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Big Data and High Performance Computing by : L. Grandinetti

Download or read book Big Data and High Performance Computing written by L. Grandinetti and published by IOS Press. This book was released on 2015-10-20 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: Big Data has been much in the news in recent years, and the advantages conferred by the collection and analysis of large datasets in fields such as marketing, medicine and finance have led to claims that almost any real world problem could be solved if sufficient data were available. This is of course a very simplistic view, and the usefulness of collecting, processing and storing large datasets must always be seen in terms of the communication, processing and storage capabilities of the computing platforms available. This book presents papers from the International Research Workshop, Advanced High Performance Computing Systems, held in Cetraro, Italy, in July 2014. The papers selected for publication here discuss fundamental aspects of the definition of Big Data, as well as considerations from practice where complex datasets are collected, processed and stored. The concepts, problems, methodologies and solutions presented are of much more general applicability than may be suggested by the particular application areas considered. As a result the book will be of interest to all those whose work involves the processing of very large data sets, exascale computing and the emerging fields of data science

Parallel Computing Technologies

Author : Victor Malyshkin
Publisher : Springer
ISBN 13 : 3319629328
Total Pages : 521 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Parallel Computing Technologies by : Victor Malyshkin

Download or read book Parallel Computing Technologies written by Victor Malyshkin and published by Springer. This book was released on 2017-08-17 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 14th International Conference on Parallel Computing Technologies, PaCT 2017, held in Nizhny Novgorod, Russia, in September 2017. The 25 full papers and 24 short papers presented were carefully reviewed and selected from 93 submissions. The papers are organized in topical sections on mainstream parallel computing, parallel models and algorithms in numerical computation, cellular automata and discrete event systems, organization of parallel computation, parallel computing applications.

Performance Management of Integrated Systems and its Applications in Software Engineering

Author : Millie Pant
Publisher : Springer Nature
ISBN 13 : 9811382530
Total Pages : 237 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Performance Management of Integrated Systems and its Applications in Software Engineering by : Millie Pant

Download or read book Performance Management of Integrated Systems and its Applications in Software Engineering written by Millie Pant and published by Springer Nature. This book was released on 2019-09-10 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a key solution for current and future technological issues, adopting an integrated system approach with a combination of software engineering applications. Focusing on how software dominates and influences the performance, reliability, maintainability and availability of complex integrated systems, it proposes a comprehensive method of improving the entire process. The book provides numerous qualitative and quantitative analyses and examples of varied systems to help readers understand and interpret the derived results and outcomes. In addition, it examines and reviews foundational work associated with decision and control systems for information systems, to inspire researchers and industry professionals to develop new and integrated foundations, theories, principles, and tools for information systems. It also offers guidance and suggests best practices for the research community and practitioners alike. The book’s twenty-two chapters examine and address current and future research topics in areas like vulnerability analysis, secured software requirements analysis, progressive models for planning and enhancing system efficiency, cloud computing, healthcare management, and integrating data-information-knowledge in decision-making. As such it enables organizations to adopt integrated approaches to system and software engineering, helping them implement technological advances and drive performance. This in turn provides actionable insights on each and every technical and managerial level so that timely action-based decisions can be taken to maintain a competitive edge. Featuring conceptual work and best practices in integrated systems and software engineering applications, this book is also a valuable resource for all researchers, graduate and undergraduate students, and management professionals with an interest in the fields of e-commerce, cloud computing, software engineering, software & system security and analysis, data-information-knowledge systems and integrated systems.

Implementing IBM Storage Data Deduplication Solutions

Author : Alex Osuna
Publisher : IBM Redbooks
ISBN 13 : 0738435244
Total Pages : 322 pages
Book Rating : 4.7/5 (384 download)

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Book Synopsis Implementing IBM Storage Data Deduplication Solutions by : Alex Osuna

Download or read book Implementing IBM Storage Data Deduplication Solutions written by Alex Osuna and published by IBM Redbooks. This book was released on 2011-03-24 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: Until now, the only way to capture, store, and effectively retain constantly growing amounts of enterprise data was to add more disk space to the storage infrastructure, an approach that can quickly become cost-prohibitive as information volumes continue to grow and capital budgets for infrastructure do not. In this IBM® Redbooks® publication, we introduce data deduplication, which has emerged as a key technology in dramatically reducing the amount of, and therefore the cost associated with storing, large amounts of data. Deduplication is the art of intelligently reducing storage needs through the elimination of redundant data so that only one instance of a data set is actually stored. Deduplication reduces data an order of magnitude better than common data compression techniques. IBM has the broadest portfolio of deduplication solutions in the industry, giving us the freedom to solve customer issues with the most effective technology. Whether it is source or target, inline or post, hardware or software, disk or tape, IBM has a solution with the technology that best solves the problem. This IBM Redbooks publication covers the current deduplication solutions that IBM has to offer: IBM ProtecTIER® Gateway and Appliance IBM Tivoli® Storage Manager IBM System Storage® N series Deduplication

Encyclopedia of Cloud Computing

Author : San Murugesan
Publisher : John Wiley & Sons
ISBN 13 : 1118821955
Total Pages : 744 pages
Book Rating : 4.1/5 (188 download)

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Book Synopsis Encyclopedia of Cloud Computing by : San Murugesan

Download or read book Encyclopedia of Cloud Computing written by San Murugesan and published by John Wiley & Sons. This book was released on 2016-05-09 with total page 744 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Encyclopedia of Cloud Computing provides IT professionals, educators, researchers and students with a compendium of cloud computing knowledge. Authored by a spectrum of subject matter experts in industry and academia, this unique publication, in a single volume, covers a wide range of cloud computing topics, including technological trends and developments, research opportunities, best practices, standards, and cloud adoption. Providing multiple perspectives, it also addresses questions that stakeholders might have in the context of development, operation, management, and use of clouds. Furthermore, it examines cloud computing's impact now and in the future. The encyclopedia presents 56 chapters logically organized into 10 sections. Each chapter covers a major topic/area with cross-references to other chapters and contains tables, illustrations, side-bars as appropriate. Furthermore, each chapter presents its summary at the beginning and backend material, references and additional resources for further information.

Proceeding of the International Conference on Computer Networks, Big Data and IoT (ICCBI - 2019)

Author : A. Pasumpon Pandian
Publisher : Springer Nature
ISBN 13 : 3030431924
Total Pages : 1019 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Proceeding of the International Conference on Computer Networks, Big Data and IoT (ICCBI - 2019) by : A. Pasumpon Pandian

Download or read book Proceeding of the International Conference on Computer Networks, Big Data and IoT (ICCBI - 2019) written by A. Pasumpon Pandian and published by Springer Nature. This book was released on 2020-03-04 with total page 1019 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the proceedings of the International Conference on Computing Networks, Big Data and IoT [ICCBI 2019], held on December 19–20, 2019 at the Vaigai College of Engineering, Madurai, India. Recent years have witnessed the intertwining development of the Internet of Things and big data, which are increasingly deployed in computer network architecture. As society becomes smarter, it is critical to replace the traditional technologies with modern ICT architectures. In this context, the Internet of Things connects smart objects through the Internet and as a result generates big data. This has led to new computing facilities being developed to derive intelligent decisions in the big data environment. The book covers a variety of topics, including information management, mobile computing and applications, emerging IoT applications, distributed communication networks, cloud computing, and healthcare big data. It also discusses security and privacy issues, network intrusion detection, cryptography, 5G/6G networks, social network analysis, artificial intelligence, human–machine interaction, smart home and smart city applications.

IBM Real Time Compression with IBM XIV Storage System Model 314

Author : Bert Dufrasne
Publisher : IBM Redbooks
ISBN 13 : 0738454826
Total Pages : 106 pages
Book Rating : 4.7/5 (384 download)

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Book Synopsis IBM Real Time Compression with IBM XIV Storage System Model 314 by : Bert Dufrasne

Download or read book IBM Real Time Compression with IBM XIV Storage System Model 314 written by Bert Dufrasne and published by IBM Redbooks. This book was released on 2017-02-22 with total page 106 pages. Available in PDF, EPUB and Kindle. Book excerpt: IBM® Real-time CompressionTM is fully integrated in the IBM XIV® Storage System Gen3. Real-time Compression provides the possibility to store 2 - 5 times more data per XIV system, without additional hardware. This technology also expands the storage-replication-related bandwidth, and can significantly decrease the Total Cost of Ownership (TCO). Using compression for replication and for volume migration with IBM Hyper-Scale Mobility is faster and requires less bandwidth for the interlink connections between the XIV storage systems, because the data that is transferred through these links is already compressed. IBM Real-time Compression uses patented IBM Random Access Compression Engine (RACE) technology, achieving field-proven compression ratios and performance with compressible data. This IBM RedpaperTM publication helps administrators understand and implement IBM Real-time Compression on the IBM XIV Gen3 storage system. This edition applies to the IBM XIV Storage Software V11.6.1 with the IBM XIV Storage System Model 314. Model 314 features powerful hardware that enables a new high level for storage performance with compressed data.

High-Performance IT Services

Author : Terry Critchley
Publisher : CRC Press
ISBN 13 : 1498769209
Total Pages : 621 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis High-Performance IT Services by : Terry Critchley

Download or read book High-Performance IT Services written by Terry Critchley and published by CRC Press. This book was released on 2016-10-04 with total page 621 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book on performance fundamentals covers UNIX, OpenVMS, Linux, Windows, and MVS. Most of the theory and systems design principles can be applied to other operating systems, as can some of the benchmarks. The book equips professionals with the ability to assess performance characteristics in unfamiliar environments. It is suitable for practitioners, especially those whose responsibilities include performance management, tuning, and capacity planning. IT managers with a technical outlook also benefit from the book as well as consultants and students in the world of systems for the first time in a professional capacity.

TS7680 Deduplication ProtecTIER Gateway for System z

Author : Alex Osuna
Publisher : IBM Redbooks
ISBN 13 : 0738434558
Total Pages : 340 pages
Book Rating : 4.7/5 (384 download)

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Book Synopsis TS7680 Deduplication ProtecTIER Gateway for System z by : Alex Osuna

Download or read book TS7680 Deduplication ProtecTIER Gateway for System z written by Alex Osuna and published by IBM Redbooks. This book was released on 2010-09-01 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: This IBM® Redbooks® publication introduces the IBM System Storage® TS7680 ProtecTIER® Deduplication Gateway for System z® (3958-DE2) hardware and the IBM System Storage ProtecTIER Deduplication Gateway for System z V1.1 software. These are designed to help address the tape processing needs of System z data centers by improving the data protection infrastructure and more cost effectively managing and protecting critical client data. Managing this growth has become the primary source of pain for storage professionals, who are grappling with the following challenges: - Growing storage acquisition and management costs - Data processing administration - Shrinking batch windows -Demanding service levels The TS7680 helps alleviate these challenges.

IBM ProtecTIER Implementation and Best Practices Guide

Author : Karen Orlando
Publisher : IBM Redbooks
ISBN 13 : 0738441694
Total Pages : 512 pages
Book Rating : 4.7/5 (384 download)

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Book Synopsis IBM ProtecTIER Implementation and Best Practices Guide by : Karen Orlando

Download or read book IBM ProtecTIER Implementation and Best Practices Guide written by Karen Orlando and published by IBM Redbooks. This book was released on 2016-08-16 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: This IBM® Redbooks® publication provides best practice guidance for planning, installing, configuring, and employing the IBM TS7600 ProtecTIER® family of products. It provides the latest best practices for the practical application of ProtecTIER Software Version 3.4. This latest release introduces the new ProtecTIER Enterprise Edition TS7650G DD6 model high performance server. This book also includes information about the revolutionary and patented IBM HyperFactor® deduplication engine, along with other data storage efficiency techniques, such as compression and defragmentation. The IBM System Storage® TS7650G ProtecTIER Deduplication Gateway and the IBM System Storage TS7620 ProtecTIER Deduplication Appliance Express are disk-based data storage systems: The Virtual Tape Library (VTL) interface is the foundation of ProtecTIER and emulates traditional automated tape libraries. For your existing ProtecTIER solution, this guide provides best practices and suggestions to boost the performance and the effectiveness of data deduplication with regards to your application platforms for your VTL and FSI (systems prior to version 3.4). When you build a ProtecTIER data deduplication environment, this guide can help IT architects and solution designers plan for the best option and scenario for data deduplication for their environments. This book can help you optimize your deduplication ratio, while reducing the hardware, power and cooling, and management costs. This Redbooks publication provides expertise that was gained from an IBM ProtecTIER System Client Technical Specialist (CTS), Development, and Quality Assurance teams. This planning should be done by the Sales Representative or IBM Business Partner, with the help of an IBM System CTS or IBM Solution Architect.

IBM System Storage Solutions Handbook

Author : Ezgi Coskun
Publisher : IBM Redbooks
ISBN 13 : 0738441740
Total Pages : 288 pages
Book Rating : 4.7/5 (384 download)

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Book Synopsis IBM System Storage Solutions Handbook by : Ezgi Coskun

Download or read book IBM System Storage Solutions Handbook written by Ezgi Coskun and published by IBM Redbooks. This book was released on 2016-07-15 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: The IBM® System Storage® Solutions Handbook helps you solve your current and future data storage business requirements. It helps you achieve enhanced storage efficiency by design to allow managed cost, capacity of growth, greater mobility, and stronger control over storage performance and management. It describes the most current IBM storage products, including the IBM SpectrumTM family, IBM FlashSystem®, disk, and tape, as well as virtualized solutions such IBM Storage Cloud. This IBM Redbooks® publication provides overviews and information about the most current IBM System Storage products. It shows how IBM delivers the right mix of products for nearly every aspect of business continuance and business efficiency. IBM storage products can help you store, safeguard, retrieve, and share your data. This book is intended as a reference for basic and comprehensive information about the IBM Storage products portfolio. It provides a starting point for establishing your own enterprise storage environment. This book describes the IBM Storage products as of March, 2016.