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"long running task" is correct and usable in written English.
You can use it when you need to refer to something that is time consuming and will take a long time to complete. For example, "I am busy with a long running task that I must complete before the end of the week."
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The overhead for starting a larger number of long running tasks in parallel is acceptable and the system has been tested with several different library routines in different Cloud environments.
The jobs management subsystem allows site administrators to execute long running tasks, such as loading of very large data files.
As pre-processing methods are usually too long running tasks as to complete during a web request or to even allow interactivity, these jobs are forwarded to our compute cluster and run decoupled from the web server.
Otherwise the wall clock running time will be limited to the time for the longest running task, and reduce overall efficiency.
Moreover, there are long running map/reduce tasks with distributed memory caches.
Besides, long running map/reduce tasks with distributed memory caches is not a good scalable approach for each node in the cluster having limited memory resources.
In addition, tasks are introduced as special resources to allow representation and handling of long running asynchronous jobs.
Long running.
Tasks extending the AbstractTask class provided by the work API of Cytoscape are run in secondary threads avoiding this issue when long running tasks are executed.
— DUNCAN IRVING Long run is deceptive.
a Short run and b long run.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com