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Azure Web Apps was the name for a cloud computing based platform for hosting websites, created and operated by Microsoft.It is a platform as a service (PaaS) which allows publishing Web apps running on multiple frameworks and written in different programming languages (.NET, node.js, PHP, Python and Java), including Microsoft proprietary ones and 3rd party ones.
DVC pipeline is focused on the experimentation phase of the ML process. Users can run multiple copies of a DVC pipeline by cloning a Git repository with the pipeline or running ML experiments. They can also record the workflow as a pipeline, and reproduce [28] it in the future. Pipelines are represented in code as yaml [29] configuration files ...
Nextflow comes with specific executors for various platforms, including major cloud providers. It supports the following environments for pipeline execution: [16] Local: This is the default executor where Nextflow pipelines run on Linux or Mac OS, and the execution occurs on the computer where the pipeline is launched.
Chef is used to streamline the task of configuring and maintaining a company's servers, and can integrate with cloud-based platforms such as Amazon EC2, Google Cloud Platform, Oracle Cloud, OpenStack, IBM Cloud, Microsoft Azure, and Rackspace to automatically provision and configure new machines. Chef contains solutions for both small and large ...
Airflow is written in Python, and workflows are created via Python scripts. Airflow is designed under the principle of "configuration as code". While other "configuration as code" workflow platforms exist using markup languages like XML, using Python allows developers to import libraries and classes to help them create their workflows.
Bitbucket Pipelines and Deployments – Continuous integration for Bitbucket hosted repositories [3] Buildbot – Continuous integration testing framework; CruiseControl – Software continuous build framework; Go continuous delivery – Open source, cross-platform; GitLab Runner – Continuous integration
Puppet manually invoked on a client. Puppet follows client-server architecture. The client is known as an agent and the server is known as the master. For testing and simple configuration, it can also be used as a stand-alone application run from the command line.
Progress DataDirect Hybrid Data Pipeline [36] can expose any cloud, big data or relational data sources as OData end points; Socrata exposes an OData API. Microsoft Azure exposes an OData API. Oracle Analytics Cloud can connect to an OData API; SAP NetWeaver Gateway [37] provides OData access to SAP Business Suite and SAP Business Warehouse.