Abstract: Systems and methods for branched development environments enable construction of development and deployment environments for use at various stages of software development and delivery. Various embodiments are configured to deliver these constructed environments to reproduce faithfully the state of an application at a given revision of the application's source or configuration. The branched development system can be configured to use the constructed environments to offer a variety of novel results and benefits that simplify the development, test, deployment, and debugging tasks commonly associated with software throughout its lifecycle.

Abstract: Provided are systems and methods for simplifying cloud compute markets. A compute marketplace can be configured to determine, automatically, attributes and/or constraints associated with a job without requiring the consumer to provide them. The compute marketplace provides a clearing house for excess compute resources which can be offered privately or publically. The compute environment can be further configured to optimize job completion across multiple providers with different execution formats, and can also factor operating expense of the compute environment into the optimization. The compute marketplace can also be configured to monitor jobs and/or individual job partitions while their execution is in progress.

Abstract: Provided are systems and methods for simplifying cloud compute markets. A compute marketplace can be configured to determine, automatically, attributes and/or constraints associated with a job without requiring the consumer to provide them. The compute marketplace provides a clearing house for excess compute resources which can be offered privately or publically. The compute environment can be further configured to optimize job completion across multiple providers with different execution formats, and can also factor operating expense of the compute environment into the optimization. The compute marketplace can also be configured to monitor jobs and/or individual job partitions while their execution is in progress.

Abstract: Systems and methods for branched development environments enable construction of development and deployment environments for use at various stages of software development and delivery. Various embodiments are configured to deliver these constructed environments to reproduce faithfully the state of an application at a given revision of the application's source or configuration. The branched development system can be configured to use the constructed environments to offer a variety of novel results and benefits that simplify the development, test, deployment, and debugging tasks commonly associated with software throughout its lifecycle.