Workload Optimized Systems Tuning Power7 For Analytics

Author : Dino Quintero,Thomas Ancel,Graeme Cassie,Rodrigo Ceron,Amr Darwish,Guilherme Felix,Jian Jun He,Bharathraj Keshavamurthy,Sreenivas Makineedi,Girish Nikalje,Sudipto Pal,Zubair Salie,Ashu Tiwary,IBM Redbooks
Publisher : IBM Redbooks
Page : 200 pages
File Size : 43,5 Mb
Release : 2013-04-14
Category : Computers
ISBN : 9780738437323

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Workload Optimized Systems: Tuning POWER7 for Analytics by Dino Quintero,Thomas Ancel,Graeme Cassie,Rodrigo Ceron,Amr Darwish,Guilherme Felix,Jian Jun He,Bharathraj Keshavamurthy,Sreenivas Makineedi,Girish Nikalje,Sudipto Pal,Zubair Salie,Ashu Tiwary,IBM Redbooks Pdf

This IBM® Redbooks® publication addresses topics to help clients to take advantage of the virtualization strengths of the POWER® platform to solve system resource utilization challenges and maximize system throughput and capacity. This publication examines the tools, utilities, documentation, and other resources available to help technical teams provide business solutions and support for Cognos® Business Intelligence (BI) and Statistical Package for the Social Sciences (SPSS®) on Power SystemsTM virtualized environments. This book addresses topics to help address complex high availability requirements, help maximize the availability of systems, and provide expert-level documentation to the worldwide support teams. This book strengthens the position of the Cognos and SPSS solutions with a well-defined and documented deployment model within a POWER system virtualized environment. This model provides clients with a planned foundation for security, scaling, capacity, resilience, and optimization. This book is targeted toward technical professionals (BI consultants, technical support staff, IT Architects, and IT Specialists) who are responsible for providing Smart Analytics solutions and support for Cognos and SPSS on Power Systems.

Author : Anonim
Publisher : Unknown
Page : 184 pages
File Size : 49,7 Mb
Release : 2012
Category : Operating systems (Computers)
ISBN : OCLC:825821779

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Workload Optimized Systems by Anonim Pdf

Author : A. Pasumpon Pandian,Ram Palanisamy,Klimis Ntalianis
Publisher : Springer Nature
Page : 972 pages
File Size : 43,5 Mb
Release : 2021-01-24
Category : Technology & Engineering
ISBN : 9789811584435

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Proceedings of International Conference on Intelligent Computing, Information and Control Systems by A. Pasumpon Pandian,Ram Palanisamy,Klimis Ntalianis Pdf

This book is a collection of papers presented at the International Conference on Intelligent Computing, Information and Control Systems (ICICCS 2020). It encompasses various research works that help to develop and advance the next-generation intelligent computing and control systems. The book integrates the computational intelligence and intelligent control systems to provide a powerful methodology for a wide range of data analytics issues in industries and societal applications. The book also presents the new algorithms and methodologies for promoting advances in common intelligent computing and control methodologies including evolutionary computation, artificial life, virtual infrastructures, fuzzy logic, artificial immune systems, neural networks and various neuro-hybrid methodologies. This book is pragmatic for researchers, academicians and students dealing with mathematically intransigent problems.

Author : Muhammad Alshurideh,Barween Hikmat Al Kurdi,Ra’ed Masa’deh,Haitham M. Alzoubi,Said Salloum
Publisher : Springer Nature
Page : 2536 pages
File Size : 46,8 Mb
Release : 2023-03-12
Category : Computers
ISBN : 9783031123825

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The Effect of Information Technology on Business and Marketing Intelligence Systems by Muhammad Alshurideh,Barween Hikmat Al Kurdi,Ra’ed Masa’deh,Haitham M. Alzoubi,Said Salloum Pdf

Business shapes have been changed these days. Change is the main dominant fact that change the way of business operations running. Topics such as innovation, entrepreneurship, leadership, blockchain, mobile business, social media, e-learning, machine learning, and artificial intelligence become essential to be considered by each institution within the technology era. This book tries to give additional views on how technologies influence business and marketing operations for insuring successful institutions survival. The world needs to develop management and intelligent business scenario plans that suite a variety of crisis appears these days. Also, business and marketing intelligence should meet government priorities in individual countries and minimise the risk of business disruptions. Business intelligence - the strategies and technology companies that use it to collect, interpret, and benefit from data - play a key role in informing company strategies, functions, and efficiency. However, being essential to the success, many companies are not taking advantage of tools that can improve their business intelligence efforts. Information technology become a core stone in business. For example, the combination of machine learning and business intelligence can have a far-reaching impact on the insights the company gets from its available data to improve productivity, quality, customer service and more. This book is important because it introduces a large number of chapters that discussed the implications of different Information technology applications in business. This book contains a set of volumes which are: 1- Social Marketing and Social Media Applications, 2- Social Marketing and Social Media Applications, 3- Business and Data Analytics, 4- Corporate governance and performance, 5- Innovation, Entrepreneurship and leadership, 6- Knowledge management, 7- Machine learning, IOT, BIG DATA, Block Chain and AI, 8- Marketing Mix, Services and Branding.

Author : Dino Quintero,Rodrigo Ceron,Murali Dhandapani,Rodrigo Garcia da Silva,Amitava Ghosal,Victor Hu,Hua Chen Li,Kailash Marthi,Shao Feng Shi,Stefan Velica,IBM Redbooks
Publisher : IBM Redbooks
Page : 266 pages
File Size : 44,7 Mb
Release : 2013-10-28
Category : Computers
ISBN : 9780738438788

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IBM Technical Computing Clouds by Dino Quintero,Rodrigo Ceron,Murali Dhandapani,Rodrigo Garcia da Silva,Amitava Ghosal,Victor Hu,Hua Chen Li,Kailash Marthi,Shao Feng Shi,Stefan Velica,IBM Redbooks Pdf

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.

Author : Dino Quintero,Kanako Harada,Reinaldo Tetsuo Katahira,Antonio Moreira de Oliveira Neto,Robert Simon,Brian Yaeger,IBM Redbooks
Publisher : IBM Redbooks
Page : 294 pages
File Size : 55,5 Mb
Release : 2016-06-01
Category : Computers
ISBN : 9780738441689

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Implementing an Optimized Analytics Solution on IBM Power Systems by Dino Quintero,Kanako Harada,Reinaldo Tetsuo Katahira,Antonio Moreira de Oliveira Neto,Robert Simon,Brian Yaeger,IBM Redbooks Pdf

This IBM® Redbooks® publication addresses topics to use the virtualization strengths of the IBM POWER8® platform to solve clients' system resource utilization challenges and maximize systems' throughput and capacity. This book addresses performance tuning topics that will help answer clients' complex analytic workload requirements, help maximize systems' resources, and provide expert-level documentation to transfer the how-to-skills to the worldwide teams. This book strengthens the position of IBM Analytics and Big Data solutions with a well-defined and documented deployment model within a POWER8 virtualized environment, offering clients a planned foundation for security, scaling, capacity, resilience, and optimization for analytics workloads. This book is targeted toward technical professionals (analytics consultants, technical support staff, IT Architects, and IT Specialists) who are responsible for providing analytics solutions and support on IBM Power SystemsTM.

Author : Brian Hall,Peter Bergner,Alon Shalev Housfater,Madhusudanan Kandasamy,Tulio Magno,Alex Mericas,Steve Munroe,Mauricio Oliveira,Bill Schmidt,Will Schmidt,Bernard King Smith,Julian Wang,Suresh Warrier,David Wendt,IBM Redbooks
Publisher : IBM Redbooks
Page : 274 pages
File Size : 46,6 Mb
Release : 2017-03-31
Category : Computers
ISBN : 9780738440927

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Performance Optimization and Tuning Techniques for IBM Power Systems Processors Including IBM POWER8 by Brian Hall,Peter Bergner,Alon Shalev Housfater,Madhusudanan Kandasamy,Tulio Magno,Alex Mericas,Steve Munroe,Mauricio Oliveira,Bill Schmidt,Will Schmidt,Bernard King Smith,Julian Wang,Suresh Warrier,David Wendt,IBM Redbooks Pdf

This IBM® Redbooks® publication focuses on gathering the correct technical information, and laying out simple guidance for optimizing code performance on IBM POWER8® processor-based systems that run the IBM AIX®, IBM i, or Linux operating systems. There is straightforward performance optimization that can be performed with a minimum of effort and without extensive previous experience or in-depth knowledge. The POWER8 processor contains many new and important performance features, such as support for eight hardware threads in each core and support for transactional memory. The POWER8 processor is a strict superset of the IBM POWER7+TM processor, and so all of the performance features of the POWER7+ processor, such as multiple page sizes, also appear in the POWER8 processor. Much of the technical information and guidance for optimizing performance on POWER8 processors that is presented in this guide also applies to POWER7+ and earlier processors, except where the guide explicitly indicates that a feature is new in the POWER8 processor. This guide strives to focus on optimizations that tend to be positive across a broad set of IBM POWER® processor chips and systems. Specific guidance is given for the POWER8 processor; however, the general guidance is applicable to the IBM POWER7+, IBM POWER7®, IBM POWER6®, IBM POWER5, and even to earlier processors. This guide is directed at personnel who are responsible for performing migration and implementation activities on POWER8 processor-based systems. This includes system administrators, system architects, network administrators, information architects, and database administrators (DBAs).

Author : Whei-Jen Chen,Brigitte Blaser,Marco Bonezzi,Polly Lau,Jean Cristie Pacanaro,Martin Schlegel,Ayesha Zaka,Alexander Zietlow,IBM Redbooks
Publisher : IBM Redbooks
Page : 446 pages
File Size : 51,5 Mb
Release : 2015-05-11
Category : Computers
ISBN : 9780738440125

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Architecting and Deploying DB2 with BLU Acceleration by Whei-Jen Chen,Brigitte Blaser,Marco Bonezzi,Polly Lau,Jean Cristie Pacanaro,Martin Schlegel,Ayesha Zaka,Alexander Zietlow,IBM Redbooks Pdf

IBM® DB2® with BLU Acceleration is a revolutionary technology that is delivered in DB2 for Linux, UNIX, and Windows Release 10.5. BLU Acceleration delivers breakthrough performance improvements for analytic queries by using dynamic in-memory columnar technologies. Different from other vendor solutions, BLU Acceleration allows the unified computing of OLTP and analytics data inside a single database, therefore, removing barriers and accelerating results for users. With observed hundredfold improvement in query response time, BLU Acceleration provides a simple, fast, and easy-to-use solution for the needs of today's organizations; quick access to business answers can be used to gain a competitive edge, lower costs, and more. This IBM Redbooks® publication introduces the concepts of DB2 with BLU Acceleration. It discusses the steps to move from a relational database to using BLU Acceleration, optimizing BLU usage, and deploying BLU into existing analytic solutions today, with an example of IBM Cognos®. This book also describes integration of DB2 with BLU Acceleration into SAP Business Warehouse (SAP BW) and SAP's near-line storage solution on DB2. This publication is intended to be helpful to a wide-ranging audience, including those readers who want to understand the technologies and those who have planning, deployment, and support responsibilities.

Author : Whei-Jen Chen,Rafael Aielo,Silvio Luiz Correia Ferrari,Zohar Nissare-Houssen,IBM Redbooks
Publisher : IBM Redbooks
Page : 346 pages
File Size : 47,7 Mb
Release : 2011-08-24
Category : Computers
ISBN : 9780738435176

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IBM Smart Analytics System by Whei-Jen Chen,Rafael Aielo,Silvio Luiz Correia Ferrari,Zohar Nissare-Houssen,IBM Redbooks Pdf

The IBM® Smart Analytics System is a fully-integrated and scalable data warehouse solution that combines software, server, and storage resources to offer optimal business intelligence and information management performance for enterprises. This IBM Redbooks® publication introduces the architecture and components of the IBM Smart Analytics System family. We describe the installation and configuration of the IBM Smart Analytics System and show how to manage the systems effectively to deliver an enterprise class service. This book explains the importance of integrating the IBM Smart Analytics System with the existing IT environment, as well as how to leverage investments in security, monitoring, and backup infrastructure. We discuss the monitoring tools for both operating systems and DB2®. Advance configuration, performance troubleshooting, and tuning techniques are also discussed. This book is targeted at the architects and specialists who need to know the concepts and the detailed instructions for a successful Smart Analytics System implementation and operation.

Author : Dino Quintero,Yukiko Itaya,Speitim Velic,Adriana Melges Quintanilha Weingart,IBM Redbooks
Publisher : IBM Redbooks
Page : 88 pages
File Size : 45,7 Mb
Release : 2015-05-11
Category : Computers
ISBN : 9780738440675

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Implementation Best Practices for IBM DB2 BLU Acceleration with SAP BW on IBM Power Systems by Dino Quintero,Yukiko Itaya,Speitim Velic,Adriana Melges Quintanilha Weingart,IBM Redbooks Pdf

BLU Acceleration is a new technology that has been developed by IBM® and integrated directly into the IBM DB2® engine. BLU Acceleration is a new storage engine along with integrated run time (directly into the core DB2 engine) to support the storage and analysis of column-organized tables. The BLU Acceleration processing is parallel to the regular, row-based table processing found in the DB2 engine. This is not a bolt-on technology nor is it a separate analytic engine that sits outside of DB2. Much like when IBM added XML data as a first class object within the database along with all the storage and processing enhancements that came with XML, now IBM has added column-organized tables directly into the storage and processing engine of DB2. This IBM Redbooks® publication shows examples on an IBM Power SystemsTM entry server as a starter configuration for small organizations, and build larger configurations with IBM Power Systems larger servers. This publication takes you through how to build a BLU Acceleration solution on IBM POWER® having SAP Landscape integrated to it. This publication implements SAP NetWeaver Business Warehouse Systems as part of the scenario using another DB2 Feature called Near-Line Storage (NLS), on IBM POWER virtualization features to develop and document best recommendation scenarios. This publication is targeted towards technical professionals (DBAs, data architects, consultants, technical support staff, and IT specialists) responsible for delivering cost-effective data management solutions to provide the best system configuration for their clients' data analytics on Power Systems.

Author : Dino Quintero,Daniel de Souza Casali,Marcelo Correia Lima,Istvan Gabor Szabo,Maciej Olejniczak,Tiago Rodrigues de Mello,Nilton Carlos dos Santos,IBM Redbooks
Publisher : IBM Redbooks
Page : 180 pages
File Size : 54,5 Mb
Release : 2015-06-29
Category : Computers
ISBN : 9780738440774

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IBM Software Defined Infrastructure for Big Data Analytics Workloads by Dino Quintero,Daniel de Souza Casali,Marcelo Correia Lima,Istvan Gabor Szabo,Maciej Olejniczak,Tiago Rodrigues de Mello,Nilton Carlos dos Santos,IBM Redbooks Pdf

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.

Author : Axel Westphal,Bert Dufrasne,Wilhelm Gardt,Jana Jamsek,Peter Kimmel,Flavio Morais,Paulus Usong,Alexander Warmuth,Kenta Yuge,IBM Redbooks
Publisher : IBM Redbooks
Page : 582 pages
File Size : 48,6 Mb
Release : 2016-04-07
Category : Computers
ISBN : 9780738441498

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IBM System Storage DS8000 Performance Monitoring and Tuning by Axel Westphal,Bert Dufrasne,Wilhelm Gardt,Jana Jamsek,Peter Kimmel,Flavio Morais,Paulus Usong,Alexander Warmuth,Kenta Yuge,IBM Redbooks Pdf

This IBM® Redbooks® publication provides guidance about how to configure, monitor, and manage your IBM DS8880 storage systems to achieve optimum performance, and it also covers the IBM DS8870 storage system. It describes the DS8880 performance features and characteristics, including hardware-related performance features, synergy items for certain operating systems, and other functions, such as IBM Easy Tier® and the DS8000® I/O Priority Manager. The book also describes specific performance considerations that apply to particular host environments, including database applications. This book also outlines the various tools that are available for monitoring and measuring I/O performance for different server environments, and it describes how to monitor the performance of the entire DS8000 storage system. This book is intended for individuals who want to maximize the performance of their DS8880 and DS8870 storage systems and investigate the planning and monitoring tools that are available. The IBM DS8880 storage system features, as described in this book, are available for the DS8880 model family with R8.0 release bundles (Licensed Machine Code (LMC) level 7.8.0).

Author : Dave Jewell,Ricardo Dobelin Barros,Stefan Diederichs,Lydia M. Duijvestijn,Michael Hammersley,Arindam Hazra,Corneliu Holban,Yan Li,Osai Osaigbovo,Andreas Plach,Ivan Portilla,Mukerji Saptarshi,Harinder P. Seera,Elisabeth Stahl,Clea Zolotow,IBM Redbooks
Publisher : IBM Redbooks
Page : 46 pages
File Size : 51,9 Mb
Release : 2014-02-07
Category : Computers
ISBN : 9780738453583

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Performance and Capacity Implications for Big Data by Dave Jewell,Ricardo Dobelin Barros,Stefan Diederichs,Lydia M. Duijvestijn,Michael Hammersley,Arindam Hazra,Corneliu Holban,Yan Li,Osai Osaigbovo,Andreas Plach,Ivan Portilla,Mukerji Saptarshi,Harinder P. Seera,Elisabeth Stahl,Clea Zolotow,IBM Redbooks Pdf

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.

Author : Dino Quintero,Sebastien Chabrolles,Chi Hui Chen,Murali Dhandapani,Talor Holloway,Chandrakant Jadhav,Sae Kee Kim,Sijo Kurian,Bharath Raj,Ronan Resende,Bjorn Roden,Niranjan Srinivasan,Richard Wale,William Zanatta,Zhi Zhang,IBM Redbooks
Publisher : IBM Redbooks
Page : 372 pages
File Size : 45,8 Mb
Release : 2013-05-01
Category : Computers
ISBN : 9780738437668

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IBM Power Systems Performance Guide: Implementing and Optimizing by Dino Quintero,Sebastien Chabrolles,Chi Hui Chen,Murali Dhandapani,Talor Holloway,Chandrakant Jadhav,Sae Kee Kim,Sijo Kurian,Bharath Raj,Ronan Resende,Bjorn Roden,Niranjan Srinivasan,Richard Wale,William Zanatta,Zhi Zhang,IBM Redbooks Pdf

This IBM® Redbooks® publication addresses performance tuning topics to help leverage the virtualization strengths of the POWER® platform to solve clients' system resource utilization challenges, and maximize system throughput and capacity. We examine the performance monitoring tools, utilities, documentation, and other resources available to help technical teams provide optimized business solutions and support for applications running on IBM POWER systems' virtualized environments. The book offers application performance examples deployed on IBM Power SystemsTM utilizing performance monitoring tools to leverage the comprehensive set of POWER virtualization features: Logical Partitions (LPARs), micro-partitioning, active memory sharing, workload partitions, and more. We provide a well-defined and documented performance tuning model in a POWER system virtualized environment to help you plan a foundation for scaling, capacity, and optimization . This book targets technical professionals (technical consultants, technical support staff, IT Architects, and IT Specialists) responsible for providing solutions and support on IBM POWER systems, including performance tuning.

Author : Scott Vetter,Ahmed Azraq,Soheel Chughtai,Ahmed (Mash) Mashhour,Duy V Nguyen,Reginaldo Marcelo Dos Santos,IBM Redbooks
Publisher : IBM Redbooks
Page : 218 pages
File Size : 42,9 Mb
Release : 2018-04-12
Category : Computers
ISBN : 9780738443027

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Enhancing the IBM Power Systems Platform with IBM Watson Services by Scott Vetter,Ahmed Azraq,Soheel Chughtai,Ahmed (Mash) Mashhour,Duy V Nguyen,Reginaldo Marcelo Dos Santos,IBM Redbooks Pdf

This IBM® Redbooks® publication provides an introduction to the IBM POWER® processor architecture. It describes the IBM POWER processor and IBM Power SystemsTM servers, highlighting the advantages and benefits of IBM Power Systems servers, IBM AIX®, IBM i, and Linux on Power. This publication showcases typical business scenarios that are powered by Power Systems servers. It provides an introduction to the artificial intelligence (AI) capabilities that IBM Watson® services enable, and how these AI capabilities can be augmented in existing applications by using an agile approach to embed intelligence into every operational process. For each use case, the business benefits of adding Watson services are detailed. This publication gives an overview about each Watson service, and how each one is commonly used in real business scenarios. It gives an introduction to the Watson API explorer, which you can use to try the application programming interfaces (APIs) and their capabilities. The Watson services are positioned against the machine learning capabilities of IBM PowerAI. In this publication, you have a guide about how to set up a development environment on Power Systems servers, a sample code implementation of one of the business cases, and a description of preferred practices to move any application that you develop into production. This publication is intended for technical professionals who are interested in learning about or implementing IBM Watson services on AIX, IBM i, and Linux.