Published on 29 March 2024, updated 01 April 2024
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ISBN-10: 0738461458
ISBN-13: 9780738461458
IBM Form #: REDP-5720-00
Authors: Larry Coyne, Paulina Acevedo, Eduardo Daniel Ibarra Alvarez, Gabriela Valencia Castillo, Kenneth Hartsoe, Mike Kieran, Alberto Larios, Savitha H N, Khanh Ngo, AshaRani G R, Shyamala Rajagopalan, Ben Randall, Hemalatha B T, Todd Tosseth, Jayson Tsingine, Israel Vizcarra and Zhi Yong Xue
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Abstract
Organizations that are expanding from AI pilot projects to full-scale production systems typically need a set of tools for building and deploying foundation models, a container-based application platform, software-defined storage, and hardware on which to run it all. This IBM Redpaper publication describes the IBM® solution for running IBM watsonx.data on premises, with IBM Fusion HCI providing an appliance-based hosting platform, and IBM Storage Ceph providing cloud-scale object storage.
This publication shows how to set up the Storage Acceleration feature, so IBM watsonx.data queries can benefit from a shareable on-premises high-performance cache acceleration. The Storage Acceleration feature is available only on an IBM Fusion HCI.
This paper is targeted toward technical professionals, consultants, technical support staff, IT Architects, and IT specialists who are responsible for delivering data lakehouse solutions optimized for data, analytics, and AI workloads.
Table of Contents
Chapter 1. Solution overview
Chapter 2. Sizing and planning
Chapter 3. Implementation
Chapter 4. Monitoring
Chapter 5. Backup and restore of IBM Cloud Pak for Data