Execution platform assignments in CI/CD systems

A computing system comprising:

• a memory;
• and
• a processing device, operatively coupled to the memory, to perform operations comprising:
• receiving a definition of a continuous integration and continuous delivery/deployment (CI/CD) pipeline;
• identifying, based on the definition, a use case of the CI/CD pipeline;
• identifying from a heterogeneous pool of execution platforms;
• selecting, from the heterogeneous pool of execution platforms, a set of execution platforms having a combination of attributes for executing the CI/CD pipeline in accordance with the use case of the CI/CD pipeline;
• and
• assigning the set of execution platforms to the CI/CD pipeline for execution of the CI/CD pipeline in accordance with the use case of the CI/CD pipeline.

A computing system comprising:

• a memory;
• and
• a processing device, operatively coupled to the memory, to perform operations comprising:
• obtaining a combination of attributes for executing a continuous integration and continuous delivery/deployment (CI/CD) pipeline in accordance with a use case of the CI/CD pipeline, wherein the combination of attributes comprises a platform type and a set of resource specifications;
• executing the CI/CD pipeline in accordance with the use case of the CI/CD pipeline to obtain an execution result;
• and
• training a model, based on the execution result and the combination of attributes, to select, from a heterogeneous pool of execution platforms, a set of execution platforms to be assigned to the CI/CD pipeline in accordance with the use case of the CI/CD pipeline.