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      • Artificial Intelligence
        • AI Converged Infrastructures
          • ONTAP AI with NVIDIA
          • EF-Series AI with NVIDIA
        • Data Pipelines, Data Lakes and Management
          • NetApp AI Control Plane
            • NetApp Trident Deployment and Configuration
            • Example Kubeflow Operations and Tasks
            • Example High-performance Jobs for ONTAP AI Deployments
          • MLRun Pipeline with Iguazio
            • Setup
            • Deploying the Application
        • Use Cases
          • Sentiment analysis with NetApp AI
          • Distributed training in Azure - Click-Through Rate Prediction
            • Setup
            • Click through rate prediction data processing and model training
          • Distributed Azure training - Lane detection
          • Hybrid Cloud AI Operating System with Data Caching
            • Solution Deployment and Validation Details
          • AI Inferencing at the Edge - NetApp with Lenovo ThinkSystem - Solution Design
          • Conversational AI using NVIDIA
            • Build a Virtual Assistant Using Jarvis, Cloud Sync, and NeMo
          • NetApp Orchestration Solution with Run:AI
            • Optimal Cluster and GPU Utilization with Run AI
      • Modern Data Analytics
        • Big Data Analytics Data to Artificial Intelligence
        • Best practices for Confluent Kafka
        • NetApp hybrid cloud data solutions - Spark and Hadoop based on customer use cases
      • Enterprise Hybrid Cloud
        • VMware for Public Cloud
        • VMware Hybrid Cloud Use Cases
        • NetApp in Hyperscaler Cloud
        • Security overview - NetApp Cloud Volumes Service in Google Cloud
          • Architecture
          • NAS protocols
      • Virtualization
        • VMware Virtualization for ONTAP
          • NetApp ONTAP Benefits for VMware vSphere Administrators
          • VMware vSphere with ONTAP Best Practices
          • VMware Site Recovery Manager with NetApp ONTAP 9
          • VMware vSphere Automation
            • Traditional Block Storage Provisioning
            • Traditional File Storage Provisioning
        • VMware for Public Cloud
        • VMware Hybrid Cloud Use Cases
        • Virtual Desktops
          • Virtual Desktop Services (VDS)
            • Hybrid Cloud VDI with NetApp Virtual Desktop Service
          • VMware Horizon
        • Demos and Tutorials
        • Blogs
          • NetApp and VMware Cloud Foundation (VCF)
      • Containers
        • DevOps with NetApp Astra
          • NetApp Storage Systems Overview
          • NetApp Storage Integrations Overview
          • Use Case Validations
        • Red Hat OpenShift with NetApp
          • Red Hat Openshift Overview
          • NetApp Storage Systems Overview
          • NetApp Storage Integrations Overview
            • NetApp Astra Control Center Overview
            • NetApp Astra Trident Overview
          • Advanced Configuration Options For OpenShift
            • Exploring Load Balancer Options
          • Solution Validation and Use Cases
            • Configure Multi-tenancy on Red Hat OpenShift with NetApp ONTAP
              • Configuration
          • Red Hat OpenShift Virtualization with NetApp ONTAP
            • Deployment
              • Workflows
          • Advanced Cluster Management for Kubernetes on Red Hat OpenShift with NetApp
            • Deployment
              • Features
        • Anthos with NetApp
          • Anthos Overview
          • NetApp Storage Systems Overview
          • NetApp Storage Integrations Overview
            • NetApp Astra Trident Overview
          • Advanced Configuration Options For Anthos
            • Exploring Load Balancer Options
        • Archived Solutions
          • Anthos on bare metal
      • Enterprise Applications and Databases
        • Oracle Database
          • Deploying Oracle Database
            • Automated Deployment of Oracle 19c for ONTAP on NFS
          • Oracle Database Data Protection
            • Automated Oracle Data Protection
        • Microsoft SQL Server
          • SQL Server on Azure NetApp Files
        • Hybrid Cloud Database Solutions with SnapCenter
          • Prerequisites configuration
          • Getting started overview
      • Data Migration and Data Protection
        • Data Migration
          • Best-Practice Guidelines for NetApp XCP
            • Customer scenarios
        • Data Protection
        • Security
      • Solution Automation
        • Setup the Ansible control node (For CLI based deployments) 
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    • NetApp Solutions Documentation
    • Artificial Intelligence
      • AI Converged Infrastructures
        • ONTAP AI with NVIDIA
          • ONTAP AI with NVIDIA DGX A100 Systems Design Guide
          • ONTAP AI with NVIDIA DGX A100 Systems Deployment Guide
          • ONTAP AI with NVIDIA DGX A100 Systems and Mellanox Spectrum Ethernet Switches Design Guide
          • ONTAP AI with NVIDIA DGX A100 Systems and Mellanox Spectrum Ethernet Switches Deployment Guide
        • EF-Series AI with NVIDIA
          • EF-Series AI with NVIDIA DGX A100 Systems and BeeGFS Design
          • EF-Series AI with NVIDIA DGX A100 Systems and BeeGFS Deployment
          • BeeGFS with NetApp E-Series Deployment Guide
        • BeeGFS with NetApp E-Series Reference Architecture
        • Deploying IBM Spectrum Scale with NetApp E-Series Storage
        • 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
      • Data Pipelines, Data Lakes and Management
        • NetApp StorageGRID Data Lake for Autonomous Driving Workloads
        • NetApp AI Control Plane
          • Introduction
          • Concepts and Components
          • Hardware and Software Requirements
          • Kubernetes Deployment
          • NetApp Trident Deployment and Configuration
            • Trident Deployment
            • Example Trident Backends for ONTAP AI Deployments
            • Example Kubernetes StorageClasses for ONTAP AI Deployments
          • Kubeflow Deployment
          • Example Kubeflow Operations and Tasks
            • Overview
            • Provision a Jupyter Notebook Workspace for Data Scientist or Developer Use
            • Example Notebooks and Pipelines
          • Apache Airflow Deployment
          • Example Apache Airflow Workflows
          • Example Trident Operations
          • Example High-performance Jobs for ONTAP AI Deployments
            • Overview
            • Execute a Single-Node AI Workload
            • Execute a Synchronous Distributed AI Workload
          • Performance Testing
          • Conclusion
        • MLRun Pipeline with Iguazio
          • Introduction
          • 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
        • NetApp DataOps Toolkit
        • Data Movement with E-Series and BeeGFS for AI and Analytics Workflows
      • Use Cases
        • Sentiment analysis with NetApp AI
          • Introduction
          • Use cases
          • Architecture
          • Design considerations
          • Deploying support-center sentiment analysis
          • Validation results
          • Videos and demos
          • Conclusion
          • Where to find additional information
        • Distributed training in Azure - Click-Through Rate Prediction
          • Introduction
          • Technology overview
          • Software requirements
          • Cloud resource requirements
          • Click-through rate prediction use case summary
          • Setup
            • Install and set up the AKS cluster
            • Create a delegated subnet for Azure NetApp Files
            • Peer AKS VNet and Azure NetApp Files VNet
            • Install Trident
            • Set up Dask with RAPIDS deployment on AKS using Helm
            • Azure NetApp Files performance tiers
          • Click through rate prediction data processing and model training
            • Libraries for data processing and model training
            • Load Criteo Click Logs day 15 in Pandas and train a scikit-learn random forest model
            • Load Day 15 in Dask and train a Dask cuML random forest model
            • Monitor Dask using native Task Streams dashboard
            • Training time comparison
            • Monitor Dask and RAPIDS with Prometheus and Grafana
            • Dataset and Model Versioning using NetApp DataOps Toolkit
            • Jupyter notebooks for Reference
          • Conclusion
          • Where to find additional information
          • Version history
        • Distributed Azure training - Lane detection
          • Solution overview
          • Lane detection – Distributed training with RUN AI
          • Conclusion
          • 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
        • Moving Data from a Big Data Environment to an AI Environment
        • AI Inferencing at the Edge - NetApp with Lenovo ThinkSystem - Solution Design
          • Introduction
          • Technology overview
          • Test plan
          • Test configuration
          • Test procedure
          • Test results
          • Architecture sizing options
          • Conclusion
        • 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
        • NetApp ONTAP AI for Autonomous Driving Workloads Solution Design
        • NetApp ONTAP AI Reference Architecture for Healthcare: Diagnostic Imaging
        • NetApp ONTAP AI Reference Architecture for Financial Services Workloads
        • AI Deployment with NetApp E-Series and BeeGFS
        • Quantum StorNext with NetApp E-Series Systems Design Guide
        • Quantum StorNext with NetApp E-Series Systems Deployment Guide
    • Modern Data Analytics
      • Big Data Analytics Data to Artificial Intelligence
        • Introduction
        • Customer challenges
        • Data mover solution
        • Data mover solution for AI
        • GPFS to NetApp ONTAP NFS
        • HDFS and MapR-FS to ONTAP NFS
        • Business benefits
        • GPFS to NFS - Detailed steps
        • MapR-FS to ONTAP NFS
        • Where to find additional information
      • Best practices for Confluent Kafka
        • Introduction
        • Solution architecture details
        • Technology overview
        • Confluent verification
        • Performance tests with scalability
        • Confluent s3 connector
        • Confluent self-rebalancing clusters
        • Best practice guidelines
        • Sizing
        • Conclusion
      • NetApp hybrid cloud data solutions - Spark and Hadoop based on customer use cases
        • Solution overview
        • Data fabric powered by NetApp for big data architecture
        • Hadoop data protection and NetApp
        • Overview of Hadoop data protection use cases
        • Use case 1 - Backing up Hadoop data
        • Use case 2 - Backup and disaster recovery from the cloud to on-premises
        • Use case 3 - Enabling DevTest on existing Hadoop data
        • Use case 4 - Data protection and multicloud connectivity
        • Use case 5 - Accelerate analytic workloads
        • Conclusion
      • Different Solutions for Different Analytics Strategies Solution Brief
      • NetApp StorageGRID with Splunk SmartStore
      • NetApp E-Series E5700 and Splunk Enterprise
      • Apache Spark Workload with NetApp Storage Solution (Deployment Guide)
    • Enterprise Hybrid Cloud
      • VMware for Public Cloud
        • Overview
        • VMware Cloud on Hyperscaler Clouds
        • Supported Configurations
        • VMware in the Hyperscalers Configuration
        • NetApp Storage in Hyperscaler Clouds
        • Summary and Conclusion
      • VMware Hybrid Cloud Use Cases
        • Use Case Overview
      • NetApp in Hyperscaler Cloud
        • NetApp for VMC on AWS
        • NetApp for AVS on Azure
        • NetApp for GCVE on Google Cloud
      • Security overview - NetApp Cloud Volumes Service in Google Cloud
        • Overview
        • How Cloud Volumes Service in Google Cloud secures your data
        • Security considerations and attack surfaces
        • Architecture
          • Architecture overview
          • Cloud Volumes Service architecture
          • Control plane architecture
          • Data plane architecture
          • Data encryption in transit
          • Data encryption at rest
          • Firewall
        • NAS protocols
          • NAS protocols overview
          • Basics of NAS protocols
          • NFS
          • SMB
          • Dual-protocol/multiprotocol
          • Considerations for creating Active Directory connections
          • Other NAS Infrastructure service dependencies (KDC, LDAP, DNS)
        • Service operation
        • Additional information
    • Virtualization
      • Get Started With NetApp and VMware
      • VMware Virtualization for ONTAP
        • NetApp ONTAP Benefits for VMware vSphere Administrators
          • Introduction
          • Unified Storage
          • Storage Efficiencies
          • Virtual Volume and Storage Policy Based Management
          • Hybrid Cloud
        • VMware vSphere with ONTAP Best Practices
          • ONTAP capabilities for vSphere
          • Best practices
          • Other capabilities for vSphere
          • ONTAP and vSphere release-specific information
          • Recommended ESXi host and other ONTAP settings
          • Where to find additional information
          • Contact us
        • VMware Site Recovery Manager with NetApp ONTAP 9
          • New features with SRM and ONTAP Tools
          • Deployment best practices
          • Operational best practices
          • Replication topologies
          • Troubleshooting SRM when using vVols replication
          • Conclusion
          • Additional Information
        • ONTAP tools for VMware vSphere - Product Security
        • VMware vSphere Automation
          • Traditional Block Storage Provisioning
            • VMFS - Fibre Channel
            • VMFS - Fibre Channel over Ethernet
            • VMFS - iSCSI
            • VMFS - NVMe over Fabric
          • Traditional File Storage Provisioning
            • NFS - v3
            • NFS - v4.1
        • What's New with ONTAP for VMware vSphere
      • VMware for Public Cloud
        • Overview
        • VMware Cloud on Hyperscaler Clouds
        • Supported Configurations
        • VMware in the Hyperscalers Configuration
        • NetApp Storage in Hyperscaler Clouds
        • Summary and Conclusion
      • VMware Hybrid Cloud Use Cases
        • Use Case Overview
      • Virtual Desktops
        • Virtual Desktop Services (VDS)
          • Hybrid Cloud VDI with NetApp Virtual Desktop Service
            • Use Cases
            • NetApp Virtual Desktop Service Overview
            • NetApp HCI Overview
            • NVIDIA Licensing
            • Deployment
            • Hybrid Cloud Environment
            • Single Server Load Test with Login VSI
            • Management Portal
            • User Management
            • Workspace Management
            • Application Management
            • ONTAP features for Virtual Desktop Service
            • Data Management
            • Operation Management
            • Tools and Logs
            • GPU Considerations
            • Solutions for industry
            • Conclusion
            • Where to Find Additional Information
          • ESG Technical Validation: VDI at Enterprise Scale with NetApp Virtual Desktop Service
        • VMware Horizon
          • End User Computing with VMware (Design Guide)
          • End User Computing with VMware and NVIDIA GPUs (Design Guide)
          • End User Computing with VMware and NVIDIA GPUs (Deployment Guide)
          • End User Computing with VMware for 3D Graphics
        • FlexPod Desktop Virtualization Solutions
      • Demos and Tutorials
        • Videos
      • Blogs
        • NetApp and VMware Cloud Foundation (VCF)
          • Part 1: Getting Started
          • Part 2: VCF and ONTAP principal storage
          • Part 3: VCF and Element principal storage
          • Part 4: ONTAP Tools for VMware and supplemental storage
        • Optimize storage for cloud-based VMware deployments
        • Get started with Azure VMware Solution using NetApp-based cloud offerings
    • Containers
      • DevOps with NetApp Astra
        • DevOps Overview
        • NetApp Storage Systems Overview
          • NetApp ONTAP
        • NetApp Storage Integrations Overview
          • NetApp Astra Control Center Overview
          • NetApp Astra Trident Overview
        • Use Case Validations
          • Integrate Protection into CI/CD Pipelines with NetApp Astra Control
          • Leverage Astra Control to facilitate Post-mortem Analysis and Restore the Application
          • Accelerating Software Development with NetApp FlexClones
        • Videos / Demos
        • Additional Information
      • Red Hat OpenShift with NetApp
        • Red Hat Openshift Overview
          • OpenShift on Bare Metal
          • OpenShift on Red Hat OpenStack Platform
          • OpenShift on Red Hat Virtualization
          • OpenShift on VMware vSphere
        • NetApp Storage Systems Overview
          • NetApp ONTAP
          • NetApp Element
        • NetApp Storage Integrations Overview
          • NetApp Astra Control Center Overview
            • Register your Red Hat OpenShift Clusters
            • Choose the Applications to Protect
            • Protect your Applications
          • NetApp Astra Trident Overview
            • NetApp ONTAP NFS
            • NetApp ONTAP iSCSI
            • NetApp Element iSCSI
        • Advanced Configuration Options For OpenShift
          • Exploring Load Balancer Options
            • MetalLB
            • F5 BIG-IP
          • Creating Private Image Registries
        • Solution Validation and Use Cases
          • Deploy a Jenkins CI/CD Pipeline with Persistent Storage
          • Configure Multi-tenancy on Red Hat OpenShift with NetApp ONTAP
            • Overview
            • Architecture
            • Configuration
              • Prerequisites
              • Cluster Administrator Tasks
              • Storage Administrator Tasks
              • Validation
              • Scaling
        • Red Hat OpenShift Virtualization with NetApp ONTAP
          • Overview
          • Deployment
            • Prerequisites
            • Deploy via operator
            • Workflows
              • Create VM
              • VM Live Migration
              • VM Cloning
              • Create VM from a Snapshot
        • Advanced Cluster Management for Kubernetes on Red Hat OpenShift with NetApp
          • Overview
          • Deployment
            • Prerequisites
            • Deploy via operator
            • Features
              • Cluster Lifecycle Management
              • Application Lifecycle Management
              • Governance and Risk
              • Observability
              • Creating Resources
        • Videos / Demos
        • Additional Information
      • Anthos with NetApp
        • Anthos Overview
          • Anthos Clusters on VMware
          • Anthos on bare metal
        • NetApp Storage Systems Overview
          • NetApp ONTAP
          • NetApp Element
        • NetApp Storage Integrations Overview
          • NetApp Astra Trident Overview
            • NetApp ONTAP NFS
            • NetApp ONTAP iSCSI
            • NetApp Element iSCSI
        • Advanced Configuration Options For Anthos
          • Exploring Load Balancer Options
            • F5 BIG-IP
            • SeeSaw
        • Solution Validation and Use Cases
        • Videos / Demos
        • Additional Information
      • Archived Solutions
        • Anthos on bare metal
          • Solution overview
          • Solution requirements
          • Deployment summary
          • Solution validation
          • Conclusion
          • Where to find additional information
    • Enterprise Applications and Databases
      • SAP and SAP HANA
      • Oracle Database
        • Oracle 19c RAC Databases on FlexPod DataCenter with Cisco UCS and NetApp AFF A800 over FC
        • SAP with Oracle on UNIX and NFS with NetApp Clustered Data ONTAP
        • Deploying Oracle Database
          • Deploy Oracle Database on NetApp ONTAP
          • Automated Deployment of Oracle 19c for ONTAP on NFS
            • Getting Started and Requirements
            • Automated Oracle 19c AWX/Tower Deployment
            • Automated Oracle 19c CLI Deployment
        • Oracle Database Data Protection
          • Automated Oracle Data Protection
            • Getting Started and Requirements
            • Automated Oracle Data Protection for AWX/Tower
        • Oracle Databases on NetApp EF-Series
      • Microsoft SQL Server
        • SQL Server on Azure NetApp Files
          • Factors to consider
          • Reference design (real-time high-level design)
          • Conclusion
          • Where to find additional information
        • SAP with Microsoft SQL Server on Windows Using Clustered Data ONTAP
        • Modernizing Microsoft SQL Server
        • Best Practices Guide for Microsoft SQL Server with NetApp EF-Series
      • Hybrid Cloud Database Solutions with SnapCenter
        • Introduction
        • Solution architecture
        • Solution requirements
        • Prerequisites configuration
          • Prerequisites on-premises
          • Prerequisites for the public cloud
        • Getting started overview
          • Getting started on-premises
          • Getting Started with AWS public cloud
        • Workflow for dev/test bursting to cloud
        • Disaster recovery workflow
    • Data Migration and Data Protection
      • Data Migration
        • Best-Practice Guidelines for NetApp XCP
          • Introduction
          • NetApp XCP
          • Migration workflow
          • File analytics
          • Deployment steps
          • Sizing guidelines
          • Performance tuning
          • Customer scenarios
            • Overview
            • Data lake to ONTAP NFS
            • High-performance computing to ONTAP NFS
            • Using the XCP Data Mover to migrate millions of small files to flexible storage
            • Using the XCP Data Mover to migrate large files
            • Duplicate files
            • Specific date-based scan and copy of data
            • Creating a CSV file from SMB/CIFS share
            • Data migration from 7-Mode to ONTAP
            • CIFS data migration with ACLs From a source storage box to ONTAP
          • Best practice guidelines and recommendations
          • Troubleshooting
          • Where to find additional information
          • Version history
      • Data Protection
        • NetApp E-Series and Commvault Data Platform V11
        • E-Series and EF-Series Reference Architecture and Storage Best Practices with Veeam Backup & Replication 9.5
        • Deploying Veritas NetBackup with NetApp E-Series Storage
      • Security
        • NIST Security Controls for FISMA with HyTrust for Multitenant Infrastructure
    • Solution Automation
      • Introduction
      • Getting started with NetApp solution automation and Ansible
      • Setup the Ansible control node (For CLI based deployments)
        • For RHEL/ CentOS machines
        • For Ubuntu / Debian machines
      • Setup AWX / Ansible Tower (For AWX / Tower based deployments)
      • Gather Pre-requisites For CVO and Connector Deployments
      • Cloud Volumes Automation via Terraform
      • Request automation
    • FlexPod Solutions
    • Legacy NetApp HCI Solutions
    • Change Log
    • About NetApp Solutions
    • Legal Notices
    • docs.netapp.com
    • NetApp Solutions

    NetApp Enterprise Hybrid Cloud Solutions for AWS / VMC

    NetApp Enterprise Hybrid Cloud Solutions are a set of strategic and technology capabilities that demonstrate the capabilities of NetApp storage in the major public cloud hyperscalers.

    Getting Started
    Configure the Virtualization Environment
    Native Datastore Options
    Guest Connected Storage Options
    Solutions with Guest Connected Storage
    Solutions with Native Datastores
    Additional Information
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