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seo pass for hpc migration guide steps 2 and 4
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articles/high-performance-computing/lift-and-shift-step-2-accounting.md

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title: "Deployment step 2: base services - accounting component"
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description: Learn about the configuration of accounting during migration deployment step two.
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title: "Accouting configuration during a high performance computing (HPC) architecture migration"
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description: Learn how to configure accounting during a migration of high performance computing architecture.
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author: tomvcassidy
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ms.date: 03/20/2025
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# Deployment step 2: base services - accounting component
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# Accouting configuration during a high performance computing (HPC) architecture migration
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Accounting in HPC environments involves tracking and managing resource usage to ensure efficient utilization, cost management, and compliance. Slurm Accounting is a powerful tool that helps administrators monitor and report on job and resource usage, providing insights into workload performance and user activity.
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articles/high-performance-computing/lift-and-shift-step-2-identity.md

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title: "Deployment step 2: base services - identity management component"
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description: Learn about the configuration of identity management during migration deployment step two.
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title: "Identity management configuration during a high performance computing (HPC) architecture migration"
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description: Learn how to configure identity management during a migration of high performance computing architecture.
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author: tomvcassidy
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# Deployment step 2: base services - identity management component
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# Identity management configuration during a high performance computing (HPC) architecture migration
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Component to handle user identity and access levels. Identity management system should:
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articles/high-performance-computing/lift-and-shift-step-2-job-scheduler.md

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title: "Deployment step 2: base services - job scheduler component"
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description: Learn about the configuration of the job scheduler during migration deployment step two.
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title: "Job scheduler configuration during a high performance computing (HPC) architecture migration"
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description: Learn how to configure job schedulers during a migration of high performance computing architecture.
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author: tomvcassidy
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# Deployment step 2: base services - job scheduler component
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# Job scheduler configuration during a high performance computing (HPC) architecture migration
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Job schedulers are responsible for scheduling user jobs, that is, determining where and when jobs should be executed. In the context of the cloud, job schedulers interact with resource orchestrators to acquire/release resources on-demand, which is different from an on-premises environment where resources are fixed and fully available all the time. The most common HPC job schedulers are Slurm, OpenPBS, PBSPro, and LSF.
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articles/high-performance-computing/lift-and-shift-step-2-monitor.md

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title: "Deployment step 2: base services - monitoring component"
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description: Learn about the configuration of monitoring during migration deployment step two.
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title: "Monitoring configuration during a high performance computing (HPC) architecture migration"
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description: Learn how to configure monitoring during a migration of high performance computing architecture.
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author: tomvcassidy
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# Deployment step 2: base services - monitoring component
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# Monitoring configuration during a high performance computing (HPC) architecture migration
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Monitoring is a crucial aspect of managing an HPC environment in the cloud, ensuring optimal performance, reliability, and security. Effective monitoring allows administrators to gain real-time insights into system performance, detect and address issues promptly, and make informed decisions to optimize resource utilization. Key metrics such as CPU and memory usage, job execution times, and network throughput provide valuable information about the health and efficiency of the infrastructure.
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### Configuring Prometheus
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**Deploy Azure Managed Prometheus:**
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- Navigate to the Azure Marketplace
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- Navigate to Azure Marketplace
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- Search for "Azure Managed Prometheus" and select "Create."
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- Fill in the required details:
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- Provide necessary information such as subscription, resource group, and instance details.

articles/high-performance-computing/lift-and-shift-step-2-overview.md

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title: "Deployment step 2: base services - overview"
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description: Learn about production-level environment migration deployment step two.
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title: "High performance computing (HPC) base services migration overview"
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description: Get a high level idea of the steps involved when migrating base services during a migration of high performance computing architecture.
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author: tomvcassidy
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# Deployment step 2: base services - overview
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# High performance computing (HPC) base services migration overview
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One of the key component's users interact with in an on-premises environment is the job scheduler (for example, Slurm, PBS, and LSF). During a lift-and-shift process, users should retain the same level of interaction with these schedulers. However, the difference is that resources are no longer static; they're provisioned on-demand.
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articles/high-performance-computing/lift-and-shift-step-2-resource-orchestrator.md

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title: "Deployment step 2: base services - resource orchestrator component"
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description: Learn about the configuration of the resource orchestrator during migration deployment step two.
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title: "Resource orchestration configuration during a high performance computing (HPC) architecture migration"
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description: Learn how to configure resource orchestration during a migration of high performance computing architecture.
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author: tomvcassidy
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# Deployment step 2: base services - resource orchestrator component
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# Resource orchestration configuration during a high performance computing (HPC) architecture migration
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Typically, resources in an on-premises environment are fully available for usage. When you migrate to the cloud, resources need to be provisioned (that is, set-up and configured). This requirement is a core difference between on-premises and cloud environments. Resource orchestrator's provisions the compute nodes and other components (for example, storage and network), **on demand**, to allow the execution of user jobs. In the context of a lift and shift architecture, this component would:
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- **Install CycleCloud Slurm workspace:**
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- Navigate to the Azure Marketplace and search for "Azure CycleCloud Slurm Workspace."
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- Navigate to Azure Marketplace and search for "Azure CycleCloud Slurm Workspace."
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- Follow the prompts to deploy the CycleCloud Slurm Workspace, specifying the required parameters such as resource group, location, and virtual network.
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- After deployment, configure the environment through the CycleCloud portal.
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- Ensure the Slurm scheduler is set up and ready for job submissions.

articles/high-performance-computing/lift-and-shift-step-4-overview.md

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title: "Deployment step 4: compute nodes - overview"
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description: Learn about production-level environment migration deployment step four.
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title: "High performance computing (HPC) compute node migration overview"
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description: Get a high level idea of the steps involved when migrating compute nodes during a migration of high performance computing architecture.
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author: tomvcassidy
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# Deployment step 4: compute nodes - overview
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# High performance computing (HPC) compute node migration overview
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Managing compute nodes in an HPC cloud environment involves careful consideration of virtual machine (VM) types, images, and quota limits. Testing key on-premises workloads in the cloud helps assess the cost-benefit of different VM SKUs, allowing for more informed hardware decisions over time. Azure provides preconfigured HPC images for Ubuntu and Alma Linux, which include necessary drivers and libraries, simplifying the deployment process. Custom images can also be created using available resources from the Azure HPC image repository. Additionally, it’s important to plan resource usage carefully and consult with Azure to avoid quota limitations, especially when scaling across multiple regions.
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articles/high-performance-computing/lift-and-shift-step-4-vm-images.md

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title: "Deployment step 4: compute nodes - VM images component"
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description: Learn about the configuration of virtual machine (VM) images during migration deployment step four.
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title: "Virtual machine (VM) image configuration during a high performance computing (HPC) architecture migration"
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description: Learn how to configure VM images during a migration of high performance computing architecture.
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author: tomvcassidy
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# Deployment step 4: compute nodes - VM images component
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# Virtual machine (VM) image configuration during a high performance computing (HPC) architecture migration
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A Virtual Machine (VM) image is a snapshot of a virtual machine's operating system, software, configurations, and data stored at a specific point in time. It's a valuable asset that encapsulates most of what is required to enable virtual machines to run end-user jobs.
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