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**Tutorial 3** will demonstrate how to configure, build, compile and install a number of applications. You will also be building these applications with different tools. Finally, you will learn how to run applications across your cluster.
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**Tutorial 3** will demonstrate how to configure, build, compile and install a number of various system software and applications. You will also be building these applications with different tools. Finally, you will learn how to run applications across your cluster.
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1.[Checklist](tutorial3/README.md#checklist)
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1.[Managing Your Environment](tutorial3/README.md#managing-your-environment)
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1.[Application Benchmarks and System Evaluation](tutorial3/README.md#application-benchmarks-and-system-evaluation)
**Tutorial 4** demonstrates how to configure docker containers to deploy a monitoring stack, comprising of a metrics database service, an exporting / scraping service and a metric visualization services. You will then learn the very basics of how to visualize and interpret data. You will then learn how to automate the deployment of your Sebowa OpenStack infrastructure. Lastly, you'll deploy a scheduler and submit a job to it.
1.[Install Docker Engine, Containerd and Docker Compose](tutorial4/README.md#install-docker-engine-containerd-and-docker-compose)
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1.[Installing your Monitoring Stack](tutorial4/README.md#installing-your-monitoring-stack)
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1.[Startup and Test the Monitoring Services](tutorial4/README.md#startup-and-test-the-monitoring-services)
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1.[SSH Port Local Forwarding Tunnel](tutorial4/README.md#ssh-port-local-forwarding-tunnel)
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1.[Create a Dashboard in Grafana](tutorial4/README.md#create-a-dashboard-in-grafana)
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1.[Success State, Next Steps and Troubleshooting](tutorial4/README.md#success-state-next-steps-and-troubleshooting)
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1.[Configuring and Connecting to your Remote JupyterLab Server](tutorial4/README.md#configuring-and-connecting-to-your-remote-jupyterlab-server)
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1.[Visualize Your HPL Benchmark Results](tutorial4/README.md#visualize-your-hpl-benchmark-results)
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1.[Visualize Your Qiskit Results](tutorial4/README.md#visualize-your-qiskit-results)
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1.[Automating the Deployment of your OpenStack Instances Using Terraform](tutorial4/README.md#automating-the-deployment-of-your-openstack-instances-using-terraform)
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1.[Install and Initialize Terraform](tutorial4/README.md#install-and-initialize-terraform)
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1.[Generate `clouds.yml` and `main.tf` Files](tutorial4/README.md#generate-cloudsyml-and-maintf-files)
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1.[Generate, Deploy and Apply Terraform Plan](tutorial4/README.md#generate-deploy-and-apply-terraform-plan)
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1.[Continuous Integration Using CircleCI](tutorial4/README.md#continuous-integration-using-circleci)
> You do **NOT** need to try and Rank you VM's HPL performance. Cores and threads are used interchangeably in this context. Following the recommended configuration and guides, your head node has one CPU package with two compute cores (or threads). Continuing this same analogy, your compute node has one CPU with six cores (or threads).
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