Abstract: Systems and methods that implement interactivity as part of a workflow itself. Data is passed in and out of the workflow to form an interactive workflow, via employing an interactive activity component. Such interactive activity component models suspension points within a workflow definition, wherein user input and associated interaction can be supplied to the workflow during various interactivity breaks that request user input. Such an arrangement enables a controlled/synchronous data exchange between the workflow and a host application associated therewith.

Abstract: Systems and methods that implement interactivity as part of a workflow itself. Data is passed in and out of the workflow to form an interactive workflow, via employing an interactive activity component. Such interactive activity component models suspension points within a workflow definition, wherein user input and associated interaction can be supplied to the workflow during various interactivity breaks that request user input. Such an arrangement enables a controlled/synchronous data exchange between the workflow and a host application associated therewith.

Abstract: Systems and methods that implement interactivity as part of a workflow itself. Data is passed in and out of the workflow to form an interactive workflow, via employing an interactive activity component. Such interactive activity component models suspension points within a workflow definition, wherein user input and associated interaction can be supplied to the workflow during various interactivity breaks that request user input. Such an arrangement enables a controlled/synchronous data exchange between the workflow and a host application associated therewith.

Abstract: The display of a debugging interface for use with parallel computing. When a break state has been entered in a particular code context (such as a method) by a particular execution context (such as a thread), related execution contexts are found that were also executing in the particular code context. While in the break state, multiple expressions are then evaluated for each of the execution contexts. The results are then displayed with perhaps navigation controls that allow the results to be efficiently navigated.

Abstract: The debugging of a program in a data parallel environment. A connection is established between a debugging module and a process of the data parallel environment. The connection causes the data parallel environment to notify the debugging module of certain events as they occur in the execution of the process. Upon notification of such an event, the process execution is paused, and the debugging module may query the data parallel environment for information regarding the process at the device independent virtual machine layer. Upon completion of this querying, the process may then resume execution. This may occur repeatedly if multiple events are encountered.

Abstract: The debugging of a kernel in a data parallel environment. A debugger engine interfaces with a data parallel environment that is running one or more data parallel kernels through a first interface. For each of at least one of the one or more kernels, a program object is formulated that abstractly represents the data parallel kernel including data parallel functionality of the kernel. The program object has a second interface that allows information regarding the kernel to be discovered by the debugger user interface module.

Abstract: Launching a debugging process. A method includes at a compute node on a cluster private network, receiving a debug job via a scheduler of a head node from a client on a public network. The head node is connected to both the cluster private network and the public network. The public network is external to the cluster private network. The method further includes beginning processing the debug job, and as a result initiating debugging by starting one or more debugger remote agents at the compute node. The method further includes beginning processing a user job in the presence of the started debugger remote agents at the compute node. The client is informed that the one or more debugger remote agents are ready to debug the user job. A debugger client at the client is connected to the one or more debugger remote agents.

Abstract: The debugging of a program in a data parallel environment. A connection is established between a debugging module and a process of the data parallel environment. The connection causes the data parallel environment to notify the debugging module of certain events as they occur in the execution of the process. Upon notification of such an event, the process execution is paused, and the debugging module may query the data parallel environment for information regarding the process at the device independent virtual machine layer. Upon completion of this querying, the process may then resume execution. This may occur repeatedly if multiple events are encountered.

Abstract: The debugging of a kernel in a data parallel environment. A debugger engine interfaces with a data parallel environment that is running one or more data parallel kernels through a first interface. For each of at least one of the one or more kernels, a program object is formulated that abstractly represents the data parallel kernel including data parallel functionality of the kernel. The program object has a second interface that allows information regarding the kernel to be discovered by the debugger user interface module.

Abstract: The display of a debugging interface for use with parallel computing. When a break state has been entered in a particular code context (such as a method) by a particular execution context (such as a thread), related execution contexts are found that were also executing in the particular code context. While in the break state, multiple expressions are then evaluated for each of the execution contexts. The results are then displayed with perhaps navigation controls that allow the results to be efficiently navigated.

Abstract: Launching a debugging process. A method includes at a compute node on a cluster private network, receiving a debug job via a scheduler of a head node from a client on a public network. The head node is connected to both the cluster private network and the public network. The public network is external to the cluster private network. The method further includes beginning processing the debug job, and as a result initiating debugging by starting one or more debugger remote agents at the compute node. The method further includes beginning processing a user job in the presence of the started debugger remote agents at the compute node. The client is informed that the one or more debugger remote agents are ready to debug the user job. A debugger client at the client is connected to the one or more debugger remote agents.

Abstract: Workflow management for maintaining consistency of persisted state across communicating components via batching of uncommitted work. A workflow component defines a workflow containing work items to be performed by service provider components. The workflow component assigns the work items to the service provider components, and the service provider components acknowledge the assigned work items. The workflow component appends the assigned work items to a work batch. The workflow component creates a transaction containing the batched work items. The workflow component commits to the workflow by requesting the service provider components to perform the work items. The workflow component checks the state of the execution of the work items and stores the state in a persistent storage.