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  • Artificial Intelligence
    • NetApp ONTAP AI with NVIDIA DGX A100 Systems Design Guide
    • NetApp ONTAP AI with NVIDIA DGX A100 Systems Deployment Guide
    • NetApp ONTAP AI with NVIDIA DGX A100 Systems and Mellanox Spectrum Ethernet Switches Design Guide
    • NetApp ONTAP AI with NVIDIA DGX A100 Systems and Mellanox Spectrum Ethernet Switches Deployment Guide
    • Moving Data from a Big Data Environment to an AI Environment
    • NetApp ONTAP and Lenovo ThinkSystem SR670 for AI and ML Model Training Workloads
    • NetApp AFF A800 and Fujitsu Server PRIMERGY GX2570 M5 for AI and ML Model Training Workloads
    • NetApp AI Control Plane
    • MLRun Pipeline
      • Technology Overview
      • Software and Hardware Requirements
      • Network Device Failure Prediction Use Case Summary
      • Setup
        • Configuring Kubernetes Cluster
        • Define Persistent Volume Claim
      • Deploying the Application
        • Get Code from GitHub
        • Configure Working Environment
        • Deploy Grafana Dashboard
      • Conclusion
      • Where to Find Additional Information
    • Hybrid Cloud AI Operating System with Data Caching
      • Use Case Overview and Problem Statement
      • Solution Overview
      • Concepts and Components
      • Hardware and Software Requirements
      • Solution Deployment and Validation Details
        • ONTAP AI Deployment
        • Kubernetes Deployment
        • cnvrg.io Deployment
      • Conclusion
      • Acknowledgments
      • Where to Find Additional Information
    • Conversational AI using NVIDIA
      • Solution Overview
      • Solution Technology
      • Build a Virtual Assistant Using Jarvis, Cloud Sync, and NeMo
        • Jarvis Deployment
        • Customize States and Flows for Retail Use Case
        • Connect to Third-Party APIs as Fulfillment Engine
        • NetApp Retail Assistant Demonstration
        • Use NetApp Cloud Sync to Archive Conversation History
        • Expand Intent Models Using NeMo Training
      • Conclusion
      • Acknowledgments
      • Where to Find Additional Information
    • NetApp Orchestration Solution with Run:AI
      • Solution Overview
      • Solution Technology
      • Optimal Cluster and GPU Utilization with Run AI
        • Run AI Installation
        • Run AI Dashboards and Views
        • Creating Projects for Data Science Teams and Allocating GPUs
        • Submitting Jobs in Run AI CLI
        • Achieving High Cluster Utilization
        • Fractional GPU Allocation for Less Demanding or Interactive Workloads
        • Achieving High Cluster Utilization with Over-uota GPU Allocation
        • Basic Resource Allocation Fairness
        • Over-Quota Fairness
        • Saving Data to a Trident-Provisioned PersistentVolume
      • Conclusion
      • Testing Details for Section 4.8
      • Testing Details for Section 4.9
      • Testing Details for Section 4.10
      • Where to Find Additional Information
    • AI Inferencing on the Edge Data Center with H615c and NVIDIA T4
      • Use Cases
      • Architecture
      • Design Considerations
      • Deploying NetApp HCI – AI Inferencing at the Edge
      • Validation Results
      • Additional Information
    • NetApp Data Science Toolkit
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    • Workload Performance
      • Guaranteeing Mixed-workload Performance and NetApp HCI
  • Virtual Desktops
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      • Use Cases
      • NetApp Virtual Desktop Service Overview
      • NetApp HCI Overview
      • NVIDIA Licensing
      • Deployment
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      • Single Server Load Test with Login VSI
      • Management Portal
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      • Tools and Logs
      • Conclusion
      • Where to Find Additional Information
    • EUC with VMware Horizon
    • Citrix Virtual Apps and Desktops with VMware vSphere (Design Guide)
    • NetApp HCI for Dassault Systèmes CATIA
    • HCI for Citrix Virtual Apps
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      • NetApp Value
      • Appendix - iSCSI Device Configuration
      • Where to Find Additional Information
  • Containers
    • Infrastructure as Code with Red Hat Ansible
    • Red Hat Openshift Container Platform (Design Guide)
    • Red Hat Openshift Container Platform (Deployment Guide)
    • NetApp HCI with Anthos
      • Solution Components
      • Design Considerations
      • Hardware and Software Requirements
      • Deployment Steps
      • Video Demos
      • Additional Information
    • NetApp HCI for Red Hat OpenShift on Red Hat Virtualization
      • Architectural Overview: NetApp HCI for Red Hat OpenShift on RHV
      • Design Considerations: NetApp HCI for Red Hat OpenShift on RHV
      • Deploying NetApp HCI for Red Hat OpenShift on RHV
        • 1. Create Storage Network VLAN
        • 2. Download OpenShift Installation Files
        • 3. Download CA Certificate from RHV
        • 4. Register API/Apps in DNS
        • 5. Generate and Add SSH Private Key
        • 6. Install OpenShift Container Platform
        • 7. Access Console/Web Console
        • 8. Configure Worker Nodes to Run Storage Services
        • 9. Download and Install NetApp Trident
      • Validation Results: NetApp HCI for Red Hat OpenShift on RHV
      • Best Practices for Production Deployments
      • Videos and Demos: NetApp HCI for Red Hat OpenShift on Red Hat Virtualization
      • Additional Information: NetApp HCI for Red Hat OpenShift on Red Hat Virtualization
    • Anthos on Bare Metal with NetApp
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      • Deploy Oracle Database on NetApp ONTAP
    • Microsoft SQL Server
      • Modernizing Microsoft SQL Server
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      • ESG Technical Validation: Assuring Database Performance and Availability with NetApp HCI
      • eSDS NetApp SolidFire Enterprise SDS Running Microsoft SQL Server and Virtualized Infrastructure
    • Open Source Databases
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  • Data Protection and Security
    • Data Protection
      • NetApp HCI Data Protection Overview
      • Multicloud Data Protection with Cloud Volumes ONTAP
      • Disaster Recovery and Replication with VMware SRM
      • Splunk Enterprise with Arrow Appliance
      • Veeam Backup and Replication 9.5 v4
      • NetApp Scale-Out Data Protection with Commvault
      • NetApp HCI Disaster Recovery with Cleondris
        • Installing Cleondris
        • Configuring Cleondris
        • Disaster Recovery Pairing
        • Recovery Organization
        • Failover
        • Best Practices
        • Additional Information
    • Security
      • HCI Verified Architecture PCI DSS 3.2.1
      • NIST Security Controls for FISMA with HyTrust for Multitenant Infrastructure
  • Infrastructure
    • NetApp HCI with Red Hat Virtualization
      • Architecture Overview
      • Design Considerations
      • Deployment Procedures
        • 1. Configure Management Switches
        • 2. Configure Data Switches
        • 3. Deploy the Element Storage System on the HCI Storage Nodes
        • 4. Deploy the RHV-H Hypervisor on the HCI Compute Nodes
        • 5. Deploy the RHV Manager as a Self-Hosted Engine
        • 6. Configure RHV-M Infrastructure
        • 7. Deploy the NetApp mNode
      • Best Practices for Production Deployments
        • Updating RHV Manager and RHV-H Hosts
        • Enabling Fencing for RHV-H Hosts
        • Optimizing Memory for Red Hat Virtualization
      • Where to Find Additional Information NetApp HCI with RHV
    • NetApp HCI with Cisco ACI
      • Use Cases
      • Architecture
      • Design Considerations
      • Deploying NetApp HCI with Cisco ACI
        • VMware vSphere
        • Red Hat Virtualization
        • KVM on RHEL
        • ONTAP on AFF
        • ONTAP Select with VMware vSphere
        • StorageGRID with VMware vSphere
      • Validation Results
      • Where to Find Additional Information
    • eSDS NetApp SolidFire Enterprise SDS Running Microsoft SQL Server and Virtualized Infrastructure
    • Guaranteeing Mixed-workload Performance and NetApp HCI
  • Solution Automation
  • Change Log

What’s New for AI and Modern Data Analytics

01/11/2021 Contributors Download PDF of this page

Overview of the most recent AI and Modern Data Analytics solutions and solutions collateral.

NetApp ONTAP AI with NVIDIA DGX A100 Systems

  • Design Guide

  • Deployment Guide

NetApp ONTAP AI with NVIDIA DGX A100 Systems and Mellanox Spectrum Ethernet Switches

  • Design Guide

  • Deployment Guide

AI Orchestration with NetApp and Run:AI

  • Executive Summary

NetApp Data Science Toolkit

  • Access the toolkit on GitHub

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