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Install the endpoint infrastructure

The RapidMiner Real-Time Scoring can be installed as a standaloneDocker image的一部分docker-compose-based deployment, or usingKubernetes. Alternatively, go to your favoritecloudprovider, and start a virtual machine based on our public virtual machine images.

Deployment architecture patterns

We provide the following two different deployment architectures patterns

Single container-based deployment for experts

The single container-based deployment contains only the scoring agent without any operational and management extensions. The Real-Time Scoring Agent Container can be started using a simpledocker runcommand and used similar to the standalone installation.

Multi-container-based deployment

The multi-container-based deployment contains multiple components that solves operations and management tasks and offers a well-integrated solution.




Components:

  • Reverse proxy container: to improve security and split the webui and scoring traffic
  • Web UIcontainer for management and opatations tasks (e.g. security, deployment, license)
  • Cron container: for background operations and container management
  • Real-Time Scoring container for running the scoring agent application

This multi-container-based deployment is described using the proposeddocker-compose deplyoment method,kubernetes deplyoment methodand also this architecture is implemented in the cloud images.

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