Implementing IBM InfoSphere BigInsights on IBM System x

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Publisher : IBM Redbooks
ISBN 13 : 0738438286
Total Pages : 224 pages
Book Rating : 4.7/5 (384 download)

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Book Synopsis Implementing IBM InfoSphere BigInsights on IBM System x by : Mike Ebbers

Download or read book Implementing IBM InfoSphere BigInsights on IBM System x written by Mike Ebbers and published by IBM Redbooks. This book was released on 2013-06-12 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: As world activities become more integrated, the rate of data growth has been increasing exponentially. And as a result of this data explosion, current data management methods can become inadequate. People are using the term big data (sometimes referred to as Big Data) to describe this latest industry trend. IBM® is preparing the next generation of technology to meet these data management challenges. To provide the capability of incorporating big data sources and analytics of these sources, IBM developed a stream-computing product that is based on the open source computing framework Apache Hadoop. Each product in the framework provides unique capabilities to the data management environment, and further enhances the value of your data warehouse investment. In this IBM Redbooks® publication, we describe the need for big data in an organization. We then introduce IBM InfoSphere® BigInsightsTM and explain how it differs from standard Hadoop. BigInsights provides a packaged Hadoop distribution, a greatly simplified installation of Hadoop and corresponding open source tools for application development, data movement, and cluster management. BigInsights also brings more options for data security, and as a component of the IBM big data platform, it provides potential integration points with the other components of the platform. A new chapter has been added to this edition. Chapter 11 describes IBM Platform Symphony®, which is a new scheduling product that works with IBM Insights, bringing low-latency scheduling and multi-tenancy to IBM InfoSphere BigInsights. The book is designed for clients, consultants, and other technical professionals.

Implementing IBM InfoSphere BigInsights on IBM System X

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Author :
Publisher :
ISBN 13 :
Total Pages : 224 pages
Book Rating : 4.:/5 (11 download)

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Book Synopsis Implementing IBM InfoSphere BigInsights on IBM System X by : Mike Ebbers

Download or read book Implementing IBM InfoSphere BigInsights on IBM System X written by Mike Ebbers and published by . This book was released on 2013 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: As world activities become more integrated, the rate of data growth has been increasing exponentially. And as a result of this data explosion, current data management methods can become inadequate. People are using the term big data (sometimes referred to as Big Data) to describe this latest industry trend. IBM® is preparing the next generation of technology to meet these data management challenges. To provide the capability of incorporating big data sources and analytics of these sources, IBM developed a stream-computing product that is based on the open source computing framework Apache Hadoop. Each product in the framework provides unique capabilities to the data management environment, and further enhances the value of your data warehouse investment. In this IBM Redbooks® publication, we describe the need for big data in an organization. We then introduce IBM InfoSphere® BigInsights and explain how it differs from standard Hadoop. BigInsights provides a packaged Hadoop distribution, a greatly simplified installation of Hadoop and corresponding open source tools for application development, data movement, and cluster management. BigInsights also brings more options for data security, and as a component of the IBM big data platform, it provides potential integration points with the other components of the platform. A new chapter has been added to this edition. Chapter 11 describes IBM Platform Symphony®, which is a new scheduling product that works with IBM Insights, bringing low-latency scheduling and multi-tenancy to IBM InfoSphere BigInsights. The book is designed for clients, consultants, and other technical professionals.

Implementing an IBM InfoSphere BigInsights Cluster using Linux on Power

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Author :
Publisher : IBM Redbooks
ISBN 13 : 0738440744
Total Pages : 236 pages
Book Rating : 4.7/5 (384 download)

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Book Synopsis Implementing an IBM InfoSphere BigInsights Cluster using Linux on Power by : Dino Quintero

Download or read book Implementing an IBM InfoSphere BigInsights Cluster using Linux on Power written by Dino Quintero and published by IBM Redbooks. This book was released on 2015-06-16 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: This IBM® Redbooks® publication demonstrates and documents how to implement and manage an IBM PowerLinuxTM cluster for big data focusing on hardware management, operating systems provisioning, application provisioning, cluster readiness check, hardware, operating system, IBM InfoSphere® BigInsightsTM, IBM Platform Symphony®, IBM SpectrumTM Scale (formerly IBM GPFSTM), applications monitoring, and performance tuning. This publication shows that IBM PowerLinux clustering solutions (hardware and software) deliver significant value to clients that need cost-effective, highly scalable, and robust solutions for big data and analytics workloads. This book documents and addresses topics on how to use IBM Platform Cluster Manager to manage PowerLinux BigData data clusters through IBM InfoSphere BigInsights, Spectrum Scale, and Platform Symphony. This book documents how to set up and manage a big data cluster on PowerLinux servers to customize application and programming solutions, and to tune applications to use IBM hardware architectures. This document uses the architectural technologies and the software solutions that are available from IBM to help solve challenging technical and business problems. This book is targeted at technical professionals (consultants, technical support staff, IT Architects, and IT Specialists) that are responsible for delivering cost-effective Linux on IBM Power SystemsTM solutions that help uncover insights among client's data so they can act to optimize business results, product development, and scientific discoveries.

Big Data Networked Storage Solution for Hadoop

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Publisher : IBM Redbooks
ISBN 13 : 0738451045
Total Pages : 56 pages
Book Rating : 4.7/5 (384 download)

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Book Synopsis Big Data Networked Storage Solution for Hadoop by : Prem Jain

Download or read book Big Data Networked Storage Solution for Hadoop written by Prem Jain and published by IBM Redbooks. This book was released on 2013-07-12 with total page 56 pages. Available in PDF, EPUB and Kindle. Book excerpt: This IBM® RedpaperTM provides a reference architecture, based on Apache Hadoop, to help businesses gain control over their data, meet tight service level agreements (SLAs) around their data applications, and turn data-driven insight into effective action. Big Data Networked Storage Solution for Hadoop delivers the capabilities for ingesting, storing, and managing large data sets with high reliability. IBM InfoSphere® Big InsightsTM provides an innovative analytics platform that processes and analyzes all types of data to turn large complex data into insight. IBM InfoSphere BigInsights brings the power of Hadoop to the enterprise. With built-in analytics, extensive integration capabilities, and the reliability, security and support that you require, IBM can help put your big data to work for you. This IBM Redpaper publication provides basic guidelines and best practices for how to size and configure Big Data Networked Storage Solution for Hadoop.

IBM Software Defined Infrastructure for Big Data Analytics Workloads

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Author :
Publisher : IBM Redbooks
ISBN 13 : 0738440779
Total Pages : 180 pages
Book Rating : 4.7/5 (384 download)

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Book Synopsis IBM Software Defined Infrastructure for Big Data Analytics Workloads by : Dino Quintero

Download or read book IBM Software Defined Infrastructure for Big Data Analytics Workloads written by Dino Quintero and published by IBM Redbooks. This book was released on 2015-06-29 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: This IBM® Redbooks® publication documents how IBM Platform Computing, with its IBM Platform Symphony® MapReduce framework, IBM Spectrum Scale (based Upon IBM GPFSTM), IBM Platform LSF®, the Advanced Service Controller for Platform Symphony are work together as an infrastructure to manage not just Hadoop-related offerings, but many popular industry offeringsm such as Apach Spark, Storm, MongoDB, Cassandra, and so on. It describes the different ways to run Hadoop in a big data environment, and demonstrates how IBM Platform Computing solutions, such as Platform Symphony and Platform LSF with its MapReduce Accelerator, can help performance and agility to run Hadoop on distributed workload managers offered by IBM. This information is for technical professionals (consultants, technical support staff, IT architects, and IT specialists) who are responsible for delivering cost-effective cloud services and big data solutions on IBM Power SystemsTM to help uncover insights among client's data so they can optimize product development and business results.

IBM Technical Computing Clouds

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Publisher : IBM Redbooks
ISBN 13 : 0738438782
Total Pages : 266 pages
Book Rating : 4.7/5 (384 download)

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Book Synopsis IBM Technical Computing Clouds by : Dino Quintero

Download or read book IBM Technical Computing Clouds written by Dino Quintero and published by IBM Redbooks. This book was released on 2013-10-28 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: This IBM® Redbooks® publication highlights IBM Technical Computing as a flexible infrastructure for clients looking to reduce capital and operational expenditures, optimize energy usage, or re-use the infrastructure. This book strengthens IBM SmartCloud® solutions, in particular IBM Technical Computing clouds, with a well-defined and documented deployment model within an IBM System x® or an IBM Flex SystemTM. This provides clients with a cost-effective, highly scalable, robust solution with a planned foundation for scaling, capacity, resilience, optimization, automation, and monitoring. This book is targeted toward technical professionals (consultants, technical support staff, IT Architects, and IT Specialists) responsible for providing cloud-computing solutions and support.

IBM Platform Computing Integration Solutions

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Author :
Publisher : IBM Redbooks
ISBN 13 : 0738437883
Total Pages : 144 pages
Book Rating : 4.7/5 (384 download)

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Book Synopsis IBM Platform Computing Integration Solutions by : Dino Quintero

Download or read book IBM Platform Computing Integration Solutions written by Dino Quintero and published by IBM Redbooks. This book was released on 2013-05-01 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: This IBM® Redbooks® publication describes the integration of IBM Platform Symphony® with IBM BigInsightsTM. It includes IBM Platform LSF® implementation scenarios that use IBM System x® technologies. This IBM Redbooks publication is written for consultants, technical support staff, IT architects, and IT specialists who are responsible for providing solutions and support for IBM Platform Computing solutions. This book explains how the IBM Platform Computing solutions and the IBM System x platform can help to solve customer challenges and to maximize systems throughput, capacity, and management. It examines the tools, utilities, documentation, and other resources that are available to help technical teams provide solutions and support for IBM Platform Computing solutions in a System x environment. In addition, this book includes a well-defined and documented deployment model within a System x environment. It provides a planned foundation for provisioning and building large scale parallel high-performance computing (HPC) applications, cluster management, analytics workloads, and grid applications.

IBM Platform Computing Solutions for High Performance and Technical Computing Workloads

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Author :
Publisher : IBM Redbooks
ISBN 13 : 0738440752
Total Pages : 176 pages
Book Rating : 4.7/5 (384 download)

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Book Synopsis IBM Platform Computing Solutions for High Performance and Technical Computing Workloads by : Dino Quintero

Download or read book IBM Platform Computing Solutions for High Performance and Technical Computing Workloads written by Dino Quintero and published by IBM Redbooks. This book was released on 2015-06-19 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt: This IBM® Redbooks® publication is a refresh of IBM Technical Computing Clouds, SG24-8144, Enhance Inbound and Outbound Marketing with a Trusted Single View of the Customer, SG24-8173, and IBM Platform Computing Integration Solutions, SG24-8081, with a focus on High Performance and Technical Computing on IBM Power SystemsTM. This book describes synergies across the IBM product portfolio by using case scenarios and showing solutions such as IBM SpectrumTM Scale (formerly GPFSTM). This book also reflects and documents the IBM Platform Computing Cloud Services as part of IBM Platform Symphony® for analytics workloads and IBM Platform LSF® (with new features, such as a Hadoop connector, a MapReduce accelerator, and dynamic cluster) for job scheduling. Both products are used to help customers schedule and analyze large amounts of data for business productivity and competitive advantages. This book is targeted at technical professionals (consultants, technical support staff, IT Architects, and IT Specialists) that are responsible for delivering cost-effective cloud services and big data solutions on IBM Power Systems to uncover insights among client data so that they can take actions to optimize business results, product development, and scientific discoveries.

Addressing Data Volume, Velocity, and Variety with IBM InfoSphere Streams V3.0

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Author :
Publisher : IBM Redbooks
ISBN 13 : 0738437808
Total Pages : 320 pages
Book Rating : 4.7/5 (384 download)

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Book Synopsis Addressing Data Volume, Velocity, and Variety with IBM InfoSphere Streams V3.0 by : Mike Ebbers

Download or read book Addressing Data Volume, Velocity, and Variety with IBM InfoSphere Streams V3.0 written by Mike Ebbers and published by IBM Redbooks. This book was released on 2013-03-12 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: There are multiple uses for big data in every industry—from analyzing larger volumes of data than was previously possible to driving more precise answers, to analyzing data at rest and data in motion to capture opportunities that were previously lost. A big data platform will enable your organization to tackle complex problems that previously could not be solved using traditional infrastructure. As the amount of data available to enterprises and other organizations dramatically increases, more and more companies are looking to turn this data into actionable information and intelligence in real time. Addressing these requirements requires applications that are able to analyze potentially enormous volumes and varieties of continuous data streams to provide decision makers with critical information almost instantaneously. IBM® InfoSphere® Streams provides a development platform and runtime environment where you can develop applications that ingest, filter, analyze, and correlate potentially massive volumes of continuous data streams based on defined, proven, and analytical rules that alert you to take appropriate action, all within an appropriate time frame for your organization. This IBM Redbooks® publication is written for decision-makers, consultants, IT architects, and IT professionals who will be implementing a solution with IBM InfoSphere Streams.

Emerging Trends in Intelligent Systems & Network Security

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Author :
Publisher : Springer Nature
ISBN 13 : 3031151917
Total Pages : 549 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Emerging Trends in Intelligent Systems & Network Security by : Mohamed Ben Ahmed

Download or read book Emerging Trends in Intelligent Systems & Network Security written by Mohamed Ben Ahmed and published by Springer Nature. This book was released on 2022-08-31 with total page 549 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers selected research works presented at the fifth International Conference on Networking, Information Systems and Security (NISS 2022), organized by the Research Center for Data and Information Sciences at the National Research and Innovation Agency (BRIN), Republic of Indonesia, and Moroccan Mediterranean Association of Sciences and Sustainable Development, Morocco, during March 30–31, 2022, hosted in online mode in Bandung, Indonesia. Building on the successful history of the conference series in the recent four years, this book aims to present the paramount role of connecting researchers around the world to disseminate and share new ideas in intelligent information systems, cyber-security, and networking technologies. The 49 chapters presented in this book were carefully reviewed and selected from 115 submissions. They focus on delivering intelligent solutions through leveraging advanced information systems, networking, and security for competitive advantage and cost savings in modern industrial sectors as well as public, business, and education sectors. Authors are eminent academicians, scientists, researchers, and scholars in their respective fields from across the world.

Performance and Capacity Implications for Big Data

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Publisher : IBM Redbooks
ISBN 13 : 0738453587
Total Pages : 46 pages
Book Rating : 4.7/5 (384 download)

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Book Synopsis Performance and Capacity Implications for Big Data by : Dave Jewell

Download or read book Performance and Capacity Implications for Big Data written by Dave Jewell and published by IBM Redbooks. This book was released on 2014-02-07 with total page 46 pages. Available in PDF, EPUB and Kindle. Book excerpt: Big data solutions enable us to change how we do business by exploiting previously unused sources of information in ways that were not possible just a few years ago. In IBM® Smarter Planet® terms, big data helps us to change the way that the world works. The purpose of this IBM RedpaperTM publication is to consider the performance and capacity implications of big data solutions, which must be taken into account for them to be viable. This paper describes the benefits that big data approaches can provide. We then cover performance and capacity considerations for creating big data solutions. We conclude with what this means for big data solutions, both now and in the future. Intended readers for this paper include decision-makers, consultants, and IT architects.

Data Warehousing in the Age of Big Data

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Author :
Publisher : Newnes
ISBN 13 : 0124059201
Total Pages : 370 pages
Book Rating : 4.1/5 (24 download)

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Book Synopsis Data Warehousing in the Age of Big Data by : Krish Krishnan

Download or read book Data Warehousing in the Age of Big Data written by Krish Krishnan and published by Newnes. This book was released on 2013-05-02 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Warehousing in the Age of the Big Data will help you and your organization make the most of unstructured data with your existing data warehouse. As Big Data continues to revolutionize how we use data, it doesn't have to create more confusion. Expert author Krish Krishnan helps you make sense of how Big Data fits into the world of data warehousing in clear and concise detail. The book is presented in three distinct parts. Part 1 discusses Big Data, its technologies and use cases from early adopters. Part 2 addresses data warehousing, its shortcomings, and new architecture options, workloads, and integration techniques for Big Data and the data warehouse. Part 3 deals with data governance, data visualization, information life-cycle management, data scientists, and implementing a Big Data–ready data warehouse. Extensive appendixes include case studies from vendor implementations and a special segment on how we can build a healthcare information factory. Ultimately, this book will help you navigate through the complex layers of Big Data and data warehousing while providing you information on how to effectively think about using all these technologies and the architectures to design the next-generation data warehouse. Learn how to leverage Big Data by effectively integrating it into your data warehouse. Includes real-world examples and use cases that clearly demonstrate Hadoop, NoSQL, HBASE, Hive, and other Big Data technologies Understand how to optimize and tune your current data warehouse infrastructure and integrate newer infrastructure matching data processing workloads and requirements

Using IBM System z As the Foundation for Your Information Management Architecture

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Author :
Publisher : IBM Redbooks
ISBN 13 : 0738451274
Total Pages : 60 pages
Book Rating : 4.7/5 (384 download)

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Book Synopsis Using IBM System z As the Foundation for Your Information Management Architecture by : Alex Louwe Kooijmans

Download or read book Using IBM System z As the Foundation for Your Information Management Architecture written by Alex Louwe Kooijmans and published by IBM Redbooks. This book was released on 2011-04-08 with total page 60 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many companies have built data warehouses (DWs) and have embraced business intelligence (BI) and analytics solutions. Even as companies have accumulated huge amounts of data, however, it remains difficult to provide trusted information at the right time and in the right place. The amount of data collected and available throughout the enterprise continues to grow even as the complexity and urgency of receiving meaningful information continues to increase. Producing meaningful and trusted information when it is needed can only be achieved by having a proper information architecture in place and a powerful underlying infrastructure. The amounts of data to mine, cleanse, and integrate are becoming so large that increasingly the infrastructure is becoming the bottleneck. This results in low refresh rates of the data in the data warehouse and in not having the information available in time where it is needed. And even before information can become available in a BI dashboard or a report, many preceding steps must take place: the collection of raw data; integration of data from multiple data stores, business units or geographies; transformation of data from one format to another; cubing data into data cubes; and finally, loading changes to data in the data warehouse. Combining the complexity of the information requirements, the growing amounts of data, and multiple layers of the information architecture requires an extremely powerful infrastructure. This IBM® RedguideTM publication explains how you can use IBM System z® as the foundation for your information management architecture. The System z value proposition for information management is fueled by the traditional strengths of the IBM mainframe, the specific strengths of DB2® for z/OS®, and the broad functionality of the IBM information management software portfolio. For decades, System z has proven its ability to manage vast amounts of mission-critical data for many companies throughout the world; your data is safe on System z. The available information management functionality on System z has grown from database management systems to a full stack of solutions including solutions for content management, master data management, information integration, data warehousing, and business intelligence and analytics. The availability of Linux® on System z provides an excellent opportunity to place certain components in an easy-to-manage and scalable virtualized Linux server, while benefitting from the System z hardware strengths. DB2 on z/OS can remain the operational data store and the underlying database for the data warehouse. The next generation of System z is growing into a heterogeneous architecture with which you can take advantage of System z-managed "accelerators" running on IBM System x® or IBM Power Blades. The first of these accelerators is the IBM Smart Analytics Optimizer for DB2 for z/OS V1.1, an "all-in-one" solution in which System z, z/OS, DB2 on z/OS, an IBM BladeCenter®, and IBM storage work together to accelerate certain queries by one to two orders of magnitude. With the IBM Smart Analytics Optimizer, slices of data are periodically offloaded from DB2 on z/OS to the BladeCenter. After a query is launched against that data, it will automatically run against the data kept on the BladeCenter. The BladeCenter will process the query an order of magnitude faster than DB2 on z/OS, because all data is cached in internal memory on the BladeCenter and special compression techniques are used to keep the data footprint small and efficient. As a solid information management architecture ready for the future, System z has it all.

Implementing IBM InfoSphere Change Data Capture for DB2 z/OS V6.5

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Author :
Publisher : IBM Redbooks
ISBN 13 : 0738450456
Total Pages : 64 pages
Book Rating : 4.7/5 (384 download)

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Book Synopsis Implementing IBM InfoSphere Change Data Capture for DB2 z/OS V6.5 by : Jason Arnold

Download or read book Implementing IBM InfoSphere Change Data Capture for DB2 z/OS V6.5 written by Jason Arnold and published by IBM Redbooks. This book was released on 2011-07-27 with total page 64 pages. Available in PDF, EPUB and Kindle. Book excerpt: IBM® InfoSphereTM Change Data Capture for z/OS® uses log-based change data capture technology to provide low impact capture and rapid delivery of changes to and from DB2® z/OS in heterogeneous environments without impacting source systems. Customers get the up-to-date information they need to make actionable, trusted business decisions while optimizing MIPS costs. Change Data Capture can also be used to synchronize data in real time between multiple data environments to support active data warehousing, live reporting, operational business intelligence, application consolidations and migrations, master data management, and to deliver data to SOA environments. This IBM RedpaperTM document describes InfoSphere Change Data Capture, how to install and configure it, and how to migrate to the latest release.

Implementing an IBM Infosphere BigInsights Cluster Using Linux on Power

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Author :
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (113 download)

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Book Synopsis Implementing an IBM Infosphere BigInsights Cluster Using Linux on Power by : Dino Quintero

Download or read book Implementing an IBM Infosphere BigInsights Cluster Using Linux on Power written by Dino Quintero and published by . This book was released on 2015 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

IBM Platform Computing Solutions Reference Architectures and Best Practices

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Author :
Publisher : IBM Redbooks
ISBN 13 : 0738439479
Total Pages : 202 pages
Book Rating : 4.7/5 (384 download)

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Book Synopsis IBM Platform Computing Solutions Reference Architectures and Best Practices by : Dino Quintero

Download or read book IBM Platform Computing Solutions Reference Architectures and Best Practices written by Dino Quintero and published by IBM Redbooks. This book was released on 2014-09-30 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: This IBM® Redbooks® publication demonstrates and documents that the combination of IBM System x®, IBM GPFSTM, IBM GPFS-FPO, IBM Platform Symphony®, IBM Platform HPC, IBM Platform LSF®, IBM Platform Cluster Manager Standard Edition, and IBM Platform Cluster Manager Advanced Edition deliver significant value to clients in need of cost-effective, highly scalable, and robust solutions. IBM depth of solutions can help the clients plan a foundation to face challenges in how to manage, maintain, enhance, and provision computing environments to, for example, analyze the growing volumes of data within their organizations. This IBM Redbooks publication addresses topics to educate, reiterate, confirm, and strengthen the widely held opinion of IBM Platform Computing as the systems software platform of choice within an IBM System x environment for deploying and managing environments that help clients solve challenging technical and business problems. This IBM Redbooks publication addresses topics to that help answer customer's complex challenge requirements to manage, maintain, and analyze the growing volumes of data within their organizations and provide expert-level documentation to transfer the how-to-skills to the worldwide support teams. This IBM Redbooks publication is targeted toward technical professionals (consultants, technical support staff, IT Architects, and IT Specialists) who are responsible for delivering cost-effective computing solutions that help optimize business results, product development, and scientific discoveries.

IBM Software Defined Environment

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Author :
Publisher : IBM Redbooks
ISBN 13 : 0738440442
Total Pages : 820 pages
Book Rating : 4.7/5 (384 download)

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Book Synopsis IBM Software Defined Environment by : Dino Quintero

Download or read book IBM Software Defined Environment written by Dino Quintero and published by IBM Redbooks. This book was released on 2015-08-14 with total page 820 pages. Available in PDF, EPUB and Kindle. Book excerpt: This IBM® Redbooks® publication introduces the IBM Software Defined Environment (SDE) solution, which helps to optimize the entire computing infrastructure--compute, storage, and network resources--so that it can adapt to the type of work required. In today's environment, resources are assigned manually to workloads, but that happens automatically in a SDE. In an SDE, workloads are dynamically assigned to IT resources based on application characteristics, best-available resources, and service level policies so that they deliver continuous, dynamic optimization and reconfiguration to address infrastructure issues. Underlying all of this are policy-based compliance checks and updates in a centrally managed environment. Readers get a broad introduction to the new architecture. Think integration, automation, and optimization. Those are enablers of cloud delivery and analytics. SDE can accelerate business success by matching workloads and resources so that you have a responsive, adaptive environment. With the IBM Software Defined Environment, infrastructure is fully programmable to rapidly deploy workloads on optimal resources and to instantly respond to changing business demands. This information is intended for IBM sales representatives, IBM software architects, IBM Systems Technology Group brand specialists, distributors, resellers, and anyone who is developing or implementing SDE.