Abstract: A pipeline object recommendation system may be configured to analyze a software development project for development attributes. The system may then generate a pipeline object corresponding to the development project based on the plurality of development attributes. The system may then present the pipeline object.

Abstract: Managing resources used during a development pipeline. A method of the disclosure includes analyzing historical resource usage of an application development system during different stages of a development pipeline for an application. The application development system includes a set of computing resources. The method also includes configuring the set of computing resources of the application development system for a later stage of the development pipeline based on an estimated resource usage.

Abstract: Managing resources used during a development pipeline. A method of the disclosure includes analyzing historical resource usage of an application development system during different stages of a development pipeline for an application. The application development system includes a set of computing resources. The method also includes determining a current resource usage for a current stage of the development pipeline for the application. The method further includes determining an estimated resource usage for a later stage of the development pipeline for the application based on one or more of the current resource usage or the historical resource usage. The method further includes configuring the set of computing resources of the application development system for the later stage of the development pipeline based on the estimated resource usage.

Abstract: Usage instrumented workload scheduling is disclosed. For example, a plurality of nodes host first and second pluralities of guests. An orchestrator includes a usage monitor, a workload classifier, and a scheduler, and executes on a processor to track, by the usage monitor, respective usage patterns of a plurality of accounts including a first account. A first workload is received from the first account, which has a first account factor based on the respective usage patterns of the first account. The first workload is assigned by the workload classifier to a first workload type of a plurality of workload types. The first workload is assigned by the scheduler to the first plurality of guests based on the first account factor and the first workload type.

Abstract: Implementations provide for an add-on image framework for a Platform-as-a-Service (PaaS) system. A method of the disclosure includes launching a build container for a build process based on a base image of an application of a multi-tenant Platform-as-a-Service (PaaS) system. The base image provides a core functionality of the application. The method also includes providing a source code for the application to the build container. The method further includes extracting content from an add-on image and assembling an application image using the base image, the source code and the extracted add-on image content in the build container.

Abstract: Managing resources used during a development pipeline. A method of the disclosure includes analyzing historical resource usage of an application development system during different stages of a development pipeline for an application. The application development system includes a set of computing resources. The method also includes determining a current resource usage for a current stage of the development pipeline for the application. The method further includes determining an estimated resource usage for a later stage of the development pipeline for the application based on one or more of the current resource usage or the historical resource usage. The method further includes configuring the set of computing resources of the application development system for the later stage of the development pipeline based on the estimated resource usage.

Abstract: A pipeline object recommendation system may be configured to analyze a software development project for development attributes. The system may then generate a pipeline object corresponding to the development project based on the plurality of development attributes. The system may then present the pipeline object.

Abstract: Usage instrumented workload scheduling is disclosed. For example, a plurality of nodes host first and second pluralities of guests. An orchestrator includes a usage monitor, a workload classifier, and a scheduler, and executes on a processor to track, by the usage monitor, respective usage patterns of a plurality of accounts including a first account. A first workload is received from the first account, which has a first account factor based on the respective usage patterns of the first account. The first workload is assigned by the workload classifier to a first workload type of a plurality of workload types. The first workload is assigned by the scheduler to the first plurality of guests based on the first account factor and the first workload type.

Abstract: Implementations provide for an add-on image framework for a Platform-as-a-Service (PaaS) system. A method of the disclosure includes launching a build container for a build process based on a base image of an application of a multi-tenant Platform-as-a-Service (PaaS) system. The base image provides a core functionality of the application. The method also includes providing a source code for the application to the build container. The method further includes extracting content from an add-on image and assembling an application image using the base image, the source code and the extracted add-on image content in the build container.

Abstract: A computer-implemented method of customizing a user interface comprises receiving, by the computer, a user selection of a portion of content displayed by a user interface, and limiting, by the computer, future loading or updating of elements corresponding to the selected portion. Limiting future loading or updating of elements corresponding to the selected portion may comprise preventing future loading or updating of elements corresponding to the selected portion. Alternatively, limiting future loading or updating of elements corresponding to the selected portion may comprise reducing a frequency of future updating of elements corresponding to the selected portion.