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---
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title: GPFS Tester
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date: 2025-07-01
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tier: sandbox
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summary: This pattern demonstrates how Red Hat OpenShift Data Science and MLFlow can be used together to build an end-to-end MLOps platform. It demonstrates this using a credit card fraud detection use case.
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rh_products:
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- Red Hat OpenShift Container Platform
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- Red Hat OpenShift Data Science
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- Red Hat OpenShift Data Foundation
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industries:
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- financial services
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aliases: /mlops-fraud-detection/
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pattern_logo: mlops-fraud-detection.png
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links:
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github: https://github.com/validatedpatterns-sandbox/gpfs-tester
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install: gpfs-getting-started
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arch: https://www.redhat.com/architect/portfolio/architecturedetail?ppid=6
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bugs: https://github.com/validatedpatterns-sandbox/gpfs-tester/issues
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feedback: https://docs.google.com/forms/d/e/1FAIpQLScI76b6tD1WyPu2-d_9CCVDr3Fu5jYERthqLKJDUGwqBg7Vcg/viewform
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ci: gpfs
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contributor:
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name: Martin Jackson
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contact: mailto:mhjacks@redhat.com
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git: https://github.com/mhjacks
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---
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:toc:
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:imagesdir: /images
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:_content-type: ASSEMBLY
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include::modules/mfd-about-mlops-fraud-detection.adoc[leveloffset=+1]
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include::modules/mfd-architecture.adoc[leveloffset=+1]
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[id="next-steps_mfd-index"]
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== Next steps
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* link:mfd-getting-started[Deploy the management hub] using Helm.
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---
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title: Getting started
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weight: 10
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aliases: /mlops-fraud-detection/mfd-getting-started/
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---
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:toc:
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:imagesdir: /images
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:_content-type: ASSEMBLY
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include::modules/mfd-deploying-mfd-pattern.adoc[leveloffset=1]
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= Next Steps
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* link:../mfd-running-the-demo[Run the demo].
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---
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title: Running the Fraud Detection Demo
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weight: 10
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aliases: /mlops-fraud-detection/mfd-running-the-demo/
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---
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:toc:
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:imagesdir: /images
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:_content-type: ASSEMBLY
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include::modules/comm-attributes.adoc[]
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include::modules/mfd-using-mfd-demo.adoc[leveloffset=1]
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= Next Steps
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link:https://groups.google.com/g/validatedpatterns[Help & Feedback]
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link:https://github.com/validatedpatterns/mlops-fraud-detection/issues[Report Bugs]

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