Deploying A Database Instance In An Ibm Cloud Private Cluster On Ibm Z

Author : Christian May,IBM Redbooks
Publisher : IBM Redbooks
Page : 52 pages
File Size : 42,9 Mb
Release : 2019-07-29
Category : Computers
ISBN : 9780738457833

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Deploying a Database Instance in an IBM Cloud Private Cluster on IBM Z by Christian May,IBM Redbooks Pdf

This IBM® RedpaperTM publication shows you how to deploy a database instance within a container using an IBM CloudTM Private cluster on IBM Z®. A preinstalled IBM SpectrumTM Scale 5.0.3 cluster file system provides back-end storage for the persistent volumes bound to the database. A container is a standard unit of software that packages code and all its dependencies, so the application runs quickly and reliably from one computing environment to another. By default, containers are ephemeral. However, stateful applications, such as databases, require some type of persistent storage that can survive service restarts or container crashes. IBM provides several products helping organizations build an environment on an IBM Z infrastructure to develop and manage containerized applications, including dynamic provisioning of persistent volumes. As an example for a stateful application, this paper describes how to deploy the relational database MariaDB using a Helm chart. The IBM Spectrum Scale V5.0.3 cluster file system is providing back-end storage for the persistent volumes. This document provides step-by-step guidance regarding how to install and configure the following components: IBM Cloud Private 3.1.2 (including Kubernetes) Docker 18.03.1-ce IBM Storage Enabler for Containers 2.0.0 and 2.1.0 This Redpaper demonstrates how we set up the example for a stateful application in our lab. The paper gives you insights about planning for your implementation. IBM Z server hardware, the IBM Z hypervisor z/VM®, and the IBM Spectrum Scale cluster file system are prerequisites to set up the example environment. The Redpaper is written with the assumption that you have familiarity with and basic knowledge of the software products used in setting up the environment. The intended audience includes the following roles: Storage administrators IT/Cloud administrators Technologists IT specialists

Author : Christian May
Publisher : Unknown
Page : 128 pages
File Size : 53,7 Mb
Release : 2019
Category : Cloud computing
ISBN : OCLC:1123174423

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Deploying a Database Instance in an IBM Cloud Private Cluster on IBM Z by Christian May Pdf

Author : Carla Sadtler,Zhi Xian Chen,Seiichiro Imazeki,Matthew Kelm,Simon Kofkin-Hansen,Zhi Qiang Kou,Bobby McChesney,IBM Redbooks
Publisher : IBM Redbooks
Page : 424 pages
File Size : 53,5 Mb
Release : 2012-03-22
Category : Computers
ISBN : 9780738436555

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IBM Workload Deployer: Pattern-based Application and Middleware Deployments in a Private Cloud by Carla Sadtler,Zhi Xian Chen,Seiichiro Imazeki,Matthew Kelm,Simon Kofkin-Hansen,Zhi Qiang Kou,Bobby McChesney,IBM Redbooks Pdf

IBM® Workload Deployer provides a solution to creating, deploying, and managing workloads in an on-premise or private cloud. It is rich in features that allow you to quickly build and deploy virtual systems from base images, to extend those images, and to customize them for future use as repeatable deployable units. IBM Workload Deployer also provides an application-centric capability enabling rapid deployment of business applications. By using either of these deployment models, an organization can quickly instantiate a complete application platform for development, test, or production. The IBM Workload Deployer uses the concept of patterns to describe the logical configuration of both the physical and virtual assets that comprise a particular solution. The use of patterns allows an organization to construct a deployable solution one time, and then dispense the final product on demand. patterns are composed of an operating system and IBM software solutions, such as IBM WebSphere® Application Server and IBM WebSphere Virtual Enterprise. patterns are constructed to support a single application workload. The IBM Workload Deployer is shipped with a set of pre-loaded virtual images and virtual patterns. These images and patterns can be used to create comprehensive and flexible middleware solutions. They can also be cloned and customized to suit your specific needs. This IBM Redbooks® publication looks at two different aspects of customizing virtual systems for deployment into the cloud. First, it explores the capabilities of IBM Image Construction and Composition Tool to build and provide highly customized virtual images for use in virtual system patterns on the IBM Workload Deployer. Next, it looks at the virtual application capabilities of the IBM Workload Deployer, including those capabilities that allow you to deploy enterprise applications and database services to the cloud. It also introduces the IBM Workload Deployer Plugin Development Kit, which allows you to further extend the capabilities of the virtual application patterns.

Author : Ahmed Azraq,Wlodek Dymaczewski,Fernando Ewald,Luca Floris,Rahul Gupta,Vasfi Gucer,Anil Patil,Sanjay Singh,Sundaragopal Venkatraman,Dominique Vernier,Zhi Min Wen,IBM Redbooks
Publisher : IBM Redbooks
Page : 390 pages
File Size : 54,8 Mb
Release : 2019-06-27
Category : Computers
ISBN : 9780738457635

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IBM Cloud Private System Administrator's Guide by Ahmed Azraq,Wlodek Dymaczewski,Fernando Ewald,Luca Floris,Rahul Gupta,Vasfi Gucer,Anil Patil,Sanjay Singh,Sundaragopal Venkatraman,Dominique Vernier,Zhi Min Wen,IBM Redbooks Pdf

IBM® Cloud Private is an application platform for developing and managing containerized applications across hybrid cloud environments, on-premises and public clouds. It is an integrated environment for managing containers that includes the container orchestrator Kubernetes, a private image registry, a management console, and monitoring frameworks. This IBM Redbooks covers tasks performed by IBM Cloud Private system administrators such as installation for high availability, configuration, backup and restore, using persistent volumes, networking, security, logging and monitoring. Istio integration, troubleshooting and so on. As part of this project we also developed several code examples and you can download those from the IBM Redbooks GitHub location: https://github.com/IBMRedbooks. The authors team has many years of experience in implementing IBM Cloud Private and other cloud solutions in production environments, so throughout this document we took the approach of providing you the recommended practices in those areas. If you are an IBM Cloud Private system administrator, this book is for you. If you are developing applications on IBM Cloud Private, you can see the IBM Redbooks publication IBM Cloud Private Application Developer's Guide, SG24-8441.

Author : Austin Grice,Eric Everson Mendes Marins,Garrett Lee Woodworth,Juliana Medeiros Destro,Rahul Gupta,Vasfi Gucer,IBM Redbooks
Publisher : IBM Redbooks
Page : 238 pages
File Size : 54,6 Mb
Release : 2019-11-05
Category : Computers
ISBN : 9780738458038

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Implementation Guide for IBM Blockchain Platform for Multicloud by Austin Grice,Eric Everson Mendes Marins,Garrett Lee Woodworth,Juliana Medeiros Destro,Rahul Gupta,Vasfi Gucer,IBM Redbooks Pdf

IBM Blockchain Platform for Multicloud enables users to deploy the platform across public and private clouds, such as the IBM CloudTM, your own data center, and third-party public clouds, such as AWS and Microsoft Azure. It provides a blockchain console user interface that you can use to deploy and manage blockchain components on an IBM Cloud Private cluster. This IBM RedbooksTM publication discusses the major features, use case scenarios, deployment options, configuration details, performance and scalability considerations of IBM Blockchain Platform for Multicloud. We also cover step-by-step implementation details for both Secure Service Container and non-Secure Service Container environments. You also learn about the benefits of deploying and using a blockchain environment on LinuxONE. The target audience for this book is blockchain deployment specialists, developers and solution architects.

Author : Susan Adamovich,Sam Amsavelu,Armelle Chevé,Helene Grosch,Moshe Reder,David J Simpson,Narjisse Zaki,IBM Redbooks
Publisher : IBM Redbooks
Page : 128 pages
File Size : 52,5 Mb
Release : 2018-07-26
Category : Computers
ISBN : 9780738442617

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Oracle on IBM Z by Susan Adamovich,Sam Amsavelu,Armelle Chevé,Helene Grosch,Moshe Reder,David J Simpson,Narjisse Zaki,IBM Redbooks Pdf

Oracle Database 12c Release 1 running on Linux is available for deployment on the IBM ZTM family of servers. The enterprise-grade Linux on IBM Z solution is designed to add value to Oracle Database solutions, including the new functions that are introduced in Oracle Database 12c. In this IBM Redbooks® publication, we explore the IBM and Oracle Alliance and describe how Oracle Database benefits from the IBM Z platform. We then explain how to set up Linux guests to install Oracle Database 12c. We also describe how to use the Oracle Enterprise Manager Cloud Control Agent to manage Oracle Database 12c Release 1. We also describe a successful consolidation project from sizing to migration, performance management topics, and high availability. Finally, we end with a chapter about surrounding Oracle with Open Source software. The audience for this publication includes database consultants, installers, administrators, and system programmers. This publication is not meant to replace Oracle documentation, but to supplement it with our experiences while installing and using Oracle products.

Author : Nilesh Suryawanshi,Hemant Kantak,Tan-Long Siau,IBM Redbooks
Publisher : IBM Redbooks
Page : 34 pages
File Size : 48,6 Mb
Release : 2022-09-15
Category : Computers
ISBN : 9780738460819

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SingleStore Database on High Performance IBM Spectrum Scale Filesystem with Red Hat OpenShift and IBM Cloud Pak for Data by Nilesh Suryawanshi,Hemant Kantak,Tan-Long Siau,IBM Redbooks Pdf

This IBM® blueprint describes the SingleStoreDB that is running on Red Hat OpenShift in a containerized environment. The SingleStoreDB deployment uses the IBM Spectrum® Scale container native access storage class to create persistent volumes (PVs) for the SingleStoreDB pods deployment. This document also describes the process that is used to expand a SingleStoreDB volume on IBM Spectrum Scale and an IBM Spectrum Scale PV on a Red Hat OpenShift cluster for IBM Spectrum Scale to verify that the SingleStoreDB remained intact after the volume is expanded. The procedure to create a sample database that is named stockDB, and the data analytical stats for reading and writing the data also are included. The sample data was captured for comparison statistics for SingleStoreDB that is deployed on the IBM Spectrum Scale Cluster File System and local storage. These comparison statistics emphasize the notable difference between the sample data sets. Finally, this document also explains the procedure that is used to create the same sample database with the unlimited storage feature in SingleStore by using IBM Cloud® Object Storage.

Author : Jeffrey Bisti,Frank De Gilio,Randy Frerking,Rich Jackson,Charlie Lawrence,Kellie Mathis,IBM Redbooks
Publisher : IBM Redbooks
Page : 86 pages
File Size : 41,9 Mb
Release : 2016-02-08
Category : Computers
ISBN : 9780738441535

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Creating IBM z/OS Cloud Services by Jeffrey Bisti,Frank De Gilio,Randy Frerking,Rich Jackson,Charlie Lawrence,Kellie Mathis,IBM Redbooks Pdf

This IBM® Redbooks® publication discusses the real world experience of an enterprise that developed and implemented IBM z/OS® cloud services. This book shares the experience of a team at Walmart Technology, Walmart Stores, Inc.® and some of the decisions they made to create business critical cloud services. These experiences and approaches relate to the z/OS platform, and might not apply to other hybrid cloud approaches. This book highlights the strengths and characteristics of z/OS that led the Walmart infrastructure and software engineers to use this platform as they transitioned from a traditional IT deployment to a cloud model. Embarking on a cloud strategy can be overwhelming. No shortage of approaches to cloud computing exists. This book focuses on a pragmatic approach for enterprises that are struggling to take advantage of their business assets in the cloud. This book introduces the basic cloud concepts as defined by the National Institute of Standards and Technology (NIST). Each chapter explains the importance of a particular NIST characteristic, the z/OS role in accomplishing the characteristic, and how it was implemented by the Walmart Technology team. This book is intended for IT professionals who are considering extending their IBM z SystemsTM environment to a hybrid cloud by unleashing the power of cloud services on z/OS. For information about creating cloud services that are hosted in IBM CICS®, see How Walmart Became a Cloud Services Provider with IBM CICS, SG24-8347.

Author : Xavier Vasques
Publisher : John Wiley & Sons
Page : 516 pages
File Size : 41,5 Mb
Release : 2024-03-06
Category : Computers
ISBN : 9781394220618

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Machine Learning Theory and Applications by Xavier Vasques Pdf

Enables readers to understand mathematical concepts behind data engineering and machine learning algorithms and apply them using open-source Python libraries Machine Learning Theory and Applications delves into the realm of machine learning and deep learning, exploring their practical applications by comprehending mathematical concepts and implementing them in real-world scenarios using Python and renowned open-source libraries. This comprehensive guide covers a wide range of topics, including data preparation, feature engineering techniques, commonly utilized machine learning algorithms like support vector machines and neural networks, as well as generative AI and foundation models. To facilitate the creation of machine learning pipelines, a dedicated open-source framework named hephAIstos has been developed exclusively for this book. Moreover, the text explores the fascinating domain of quantum machine learning and offers insights on executing machine learning applications across diverse hardware technologies such as CPUs, GPUs, and QPUs. Finally, the book explains how to deploy trained models through containerized applications using Kubernetes and OpenShift, as well as their integration through machine learning operations (MLOps). Additional topics covered in Machine Learning Theory and Applications include: Current use cases of AI, including making predictions, recognizing images and speech, performing medical diagnoses, creating intelligent supply chains, natural language processing, and much more Classical and quantum machine learning algorithms such as quantum-enhanced Support Vector Machines (QSVMs), QSVM multiclass classification, quantum neural networks, and quantum generative adversarial networks (qGANs) Different ways to manipulate data, such as handling missing data, analyzing categorical data, or processing time-related data Feature rescaling, extraction, and selection, and how to put your trained models to life and production through containerized applications Machine Learning Theory and Applications is an essential resource for data scientists, engineers, and IT specialists and architects, as well as students in computer science, mathematics, and bioinformatics. The reader is expected to understand basic Python programming and libraries such as NumPy or Pandas and basic mathematical concepts, especially linear algebra.

Author : IBM Storage,IBM Redbooks
Publisher : IBM Redbooks
Page : 72 pages
File Size : 55,9 Mb
Release : 2019-04-15
Category : Computers
ISBN : 9780738457642

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IBM Storage Solutions for IBM Cloud Private Blueprint by IBM Storage,IBM Redbooks Pdf

IBM Storage Solutions for IBM CloudTM Private delivers a blueprint for multicloud architecture. IBM, delivering solutions to help you win. In this blueprint, learn how to: Combine the benefits of IBM Systems with the performance of IBM Storage solutions so that you can deliver the right services to your clients today. Deliver optimized private cloud services ahead of schedule and under budget with a complete IBM Cloud Private stack. Containerize applications and deliver the SLAs that your team needs to thrive and win. Implement IBM Cloud Private to deploy modern applications like blockchain and AI or modernize what you already have. You now have the capabilities. This edition applies to IBM Storage Solutions for IBM Cloud Private Version 1 Release 5.0.

Author : Susan Adamovich,Sam Amsavelu,Armelle Chev,Helene Grosch,Guilherme Nogueira,Jagannath Raju,Moshe Reder,Mariana Roveri,David J Simpson,Narjisse Zaki,IBM Redbooks
Publisher : IBM Redbooks
Page : 146 pages
File Size : 41,8 Mb
Release : 2019-08-08
Category : Computers
ISBN : 9780738457956

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Oracle on LinuxONE by Susan Adamovich,Sam Amsavelu,Armelle Chev,Helene Grosch,Guilherme Nogueira,Jagannath Raju,Moshe Reder,Mariana Roveri,David J Simpson,Narjisse Zaki,IBM Redbooks Pdf

Oracle Database 12c running on Linux is available for deployment on IBM® LinuxONE. The enterprise-grade Linux on LinuxONE solution is designed to add value to Oracle Database solutions, including the new functions that are introduced in Oracle Database 12c. In this IBM Redbooks® publication, we explore the IBM and Oracle Alliance and describe how Oracle Database benefits from LinuxONE. We then explain how to set up Linux guests to install Oracle Database 12c. We also describe how to use the Oracle Enterprise Manager Cloud Control Agent to manage Oracle Database 12c Release 1. Additionally, we discuss encryption for Oracle using Oracle Transparent Data Encryption (TDE) on Oracle 12c Release 2. We also describe a successful consolidation project from sizing to migration, performance management topics, and high availability. Finally, we end with a chapter about surrounding Oracle with Open Source software. The audience for this publication includes database consultants, installers, administrators, and system programmers. This publication is not meant to replace Oracle documentation, but to supplement it with our experiences while installing and using Oracle products.

Author : Lydia Parziale,Edi Lopes Alves,Klaus Egeler,Karen Medhat Fahmy,Felipe Cardeneti Mendes,Maciej Olejniczak,IBM Redbooks
Publisher : IBM Redbooks
Page : 256 pages
File Size : 49,7 Mb
Release : 2019-08-01
Category : Computers
ISBN : 9780738457949

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Securing Your Cloud: IBM Security for LinuxONE by Lydia Parziale,Edi Lopes Alves,Klaus Egeler,Karen Medhat Fahmy,Felipe Cardeneti Mendes,Maciej Olejniczak,IBM Redbooks Pdf

As workloads are being offloaded to IBM® LinuxONE based cloud environments, it is important to ensure that these workloads and environments are secure. This IBM Redbooks® publication describes the necessary steps to secure your environment from the hardware level through all of the components that are involved in a LinuxONE cloud infrastructure that use Linux and IBM z/VM®. The audience for this book is IT architects, IT Specialists, and those users who plan to use LinuxONE for their cloud environments.

Author : Tim Hogan,Lydia Parziale,Guanjun Cai,Janet Figone,IBM Redbooks
Publisher : IBM Redbooks
Page : 108 pages
File Size : 41,7 Mb
Release : 2022-01-04
Category : Computers
ISBN : 9780738459837

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Installing and Configuring IBM Db2 AI for IBM z/OS v1.4.0 by Tim Hogan,Lydia Parziale,Guanjun Cai,Janet Figone,IBM Redbooks Pdf

Artificial intelligence (AI) enables computers and machines to mimic the perception, learning, problem-solving, and decision-making capabilities of the human mind. AI development is made possible by the availability of large amounts of data and the corresponding development and wide availability of computer systems that can process all that data faster and more accurately than humans can. What happens if you infuse AI with a world-class database management system, such as IBM Db2®? IBM® has done just that with Db2 AI for z/OS (Db2ZAI). Db2ZAI is built to infuse AI and data science to assist businesses in the use of AI to develop applications more easily. With Db2ZAI, the following benefits are realized: Data science functionality Better built applications Improved database performance (and DBA's time and efforts are saved) through simplification and automation of error reporting and routine tasks Machine learning (ML) optimizer to improve query access paths and reduce the need for manual tuning and query optimization Integrated data access that makes data available from various vendors including private cloud providers. This IBM Redpaper® publication helps to simplify your installation by tailoring and configuration of Db2 AI for z/OS®. It was written for system programmers, system administrators, and database administrators.

Author : Dino Quintero,Fabio Martins,Eduardo Luis Cerdas Moya,Rafael Camarda Silva Folco,IBM Redbooks
Publisher : IBM Redbooks
Page : 234 pages
File Size : 44,9 Mb
Release : 2018-03-26
Category : Computers
ISBN : 9780738442792

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IBM Open Platform for DBaaS on IBM Power Systems by Dino Quintero,Fabio Martins,Eduardo Luis Cerdas Moya,Rafael Camarda Silva Folco,IBM Redbooks Pdf

This IBM Redbooks publication describes how to implement an Open Platform for Database as a Service (DBaaS) on IBM Power Systems environment for Linux, and demonstrate the open source tools, optimization and best practices guidelines for it. Open Platform for DBaaS on Power Systems is an on-demand, secure, and scalable self-service database platform that automates provisioning and administration of databases to support new business applications and information insights. This publication addresses topics to help sellers, architects, brand specialists, distributors, resellers and anyone offering secure and scalable Open Platform for DBaaS on Power Systems solution with APIs that are consistent across heterogeneous open database types. An Open Platform for DBaaS on Power Systems solution has the capability to accelerate business success by providing an infrastructure, and tools leveraging Open Source and OpenStack software engineered to optimize hardware and software between workloads and resources so you have a responsive, and an adaptive environment. Moreover, this publication provides documentation to transfer the how-to-skills for cloud oriented operational management of Open Platform for DBaaS on Power Systems service and underlying infrastructure to the technical teams. Open Platform for DBaaS on Power Systems mission is to provide scalable and reliable cloud database as a service provisioning functionality for both relational and non-relational database engines, and to continue to improve its fully-featured and extensible open source framework. For example, Trove is a database as a service for OpenStack. It is designed to run entirely on OpenStack, with the goal of allowing users to quickly and easily utilize the features of a relational or non-relational database without the burden of handling complex administrative tasks. Cloud users and database administrators can provision and manage multiple database instances as needed. Initially, the service focuses on providing resource isolation at high performance while automating complex administrative tasks including deployment, configuration, patching, backups, restores, and monitoring. In the context of this publication, the monitoring tool implemented is Nagios Core which is an open source monitoring tool. Hence, when you see a reference of Nagios in this book, Nagios Core is the open source monitoring solution implemented. Also note that the implementation of Open Platform for DBaaS on IBM Power Systems is based on open source solutions. This book is targeted toward sellers, architects, brand specialists, distributors, resellers and anyone developing and implementing Open Platform for DBaaS on Power Systems solutions.

Author : Nikhil Khandelwal,Rob Basham,Amey Gokhale,Arend Dittmer,Alexander Safonov,Ryan Marchese,Rishika Kedia,Stan Li,Ranjith Rajagopalan Nair,Larry Coyne,IBM Redbooks
Publisher : IBM Redbooks
Page : 36 pages
File Size : 48,9 Mb
Release : 2017-02-14
Category : Computers
ISBN : 9780738456003

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Cloud Data Sharing with IBM Spectrum Scale by Nikhil Khandelwal,Rob Basham,Amey Gokhale,Arend Dittmer,Alexander Safonov,Ryan Marchese,Rishika Kedia,Stan Li,Ranjith Rajagopalan Nair,Larry Coyne,IBM Redbooks Pdf

This IBM® RedpaperTM publication provides information to help you with the sizing, configuration, and monitoring of hybrid cloud solutions using the Cloud data sharing feature of IBM Spectrum ScaleTM. IBM Spectrum Scale, formerly IBM General Parallel File System (IBM GPFSTM), is a scalable data and file management solution that provides a global namespace for large data sets along with several enterprise features. Cloud data sharing allows for the sharing and use of data between various cloud object storage types and IBM Spectrum Scale. Cloud data sharing can help with the movement of data in both directions, between file systems and cloud object storage, so that data is where it needs to be, when it needs to be there. This paper is intended for IT architects, IT administrators, storage administrators, and those who want to learn more about sizing, configuration, and monitoring of hybrid cloud solutions using IBM Spectrum Scale and Cloud data sharing.