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Jug: A Task-Based Parallelization Framework — Jug 1.4.0+git documentation

Invalidating Jug Task Results (invalidate subcommand). The Why of Jug. Jug: A Task-Based Parallelization Framework. Jug: A Task-Based Parallelization Framework. Jug allows you to write code that is broken up into tasks and run different tasks on different processors. Jug also takes care of saving all the intermediate results to the backend in a way that allows them to be retrieved later. Here is a one minute example. Save the following to a file called. Function is so that it does not run too fast. Task ...

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Invalidating Jug Task Results (invalidate subcommand). The Why of Jug. Jug: A Task-Based Parallelization Framework. Jug: A Task-Based Parallelization Framework. Jug allows you to write code that is broken up into tasks and run different tasks on different processors. Jug also takes care of saving all the intermediate results to the backend in a way that allows them to be retrieved later. Here is a one minute example. Save the following to a file called. Function is so that it does not run too fast. Task ...

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Jug: A Task-Based Parallelization Framework — Jug 1.4.0+git documentation | jug.readthedocs.io Reviews

https://jug.readthedocs.io

Invalidating Jug Task Results (invalidate subcommand). The Why of Jug. Jug: A Task-Based Parallelization Framework. Jug: A Task-Based Parallelization Framework. Jug allows you to write code that is broken up into tasks and run different tasks on different processors. Jug also takes care of saving all the intermediate results to the backend in a way that allows them to be retrieved later. Here is a one minute example. Save the following to a file called. Function is so that it does not run too fast. Task ...

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jug.readthedocs.io

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Idioms — Jug 1.4.0+git documentation

http://jug.readthedocs.io/en/latest/idioms.html

Invalidating Jug Task Results (invalidate subcommand). The Why of Jug. There are certain types of computation that show up again and again in parallel computation. This section shows how to perform them with jug. Currently, the dominant paradigm for large scale distributed computing is the map/reduce paradigm. Originally made prominent by Google’s proprietary implementation, it is now available in many implementations, including open-source ones such as Hadoop. Has some helper functions. Parameter contro...

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Invalidating Jug Task Results (invalidate subcommand) — Jug 1.4.0+git documentation

http://jug.readthedocs.io/en/latest/invalidate.html

Invalidating Jug Task Results (invalidate subcommand). Invalidation is dependency aware. The Why of Jug. Invalidating Jug Task Results (invalidate subcommand). Invalidating Jug Task Results (invalidate subcommand). When you invalidate results of a task, you are telling jug that everything that was computed using that function should no longer be used. Thus, any result which depended on that function needs to be recomputed. To invalidate a task, you need to use the. Invalidation is dependency aware. Will ...

3

Map/Reduce — Jug 1.4.0+git documentation

http://jug.readthedocs.io/en/latest/mapreduce.html

Invalidating Jug Task Results (invalidate subcommand). Mapping, reducing and all that Jazz. Full example source code. The Why of Jug. Mapping, reducing and all that Jazz. A map/reduce framework. However, it is still useful to sometimes frame problems in that framework. And applying the same function to a large collection of elements (in a word,. Is exactly the absurdly parallel problem that Jug excels at. Let’s say you want to double all numbers between 0 and 1023. You could do this:. But that just doesn...

4

Barriers — Jug 1.4.0+git documentation

http://jug.readthedocs.io/en/latest/barrier.html

Invalidating Jug Task Results (invalidate subcommand). The Why of Jug. Often part of your control structure depends on previous computations. For example, you might load all the data, and filter some of them out based on a long computation:. A long running computation which decides whether datum should be kept. Now I want to throw out data. This will NOT work:. This will not work: the. List is a list of. The solution is to use a. A long running computation which decides whether datum should be kept.

5

Backends — Jug 1.4.0+git documentation

http://jug.readthedocs.io/en/latest/backends.html

Invalidating Jug Task Results (invalidate subcommand). What is a Jug Backend? What Backends Are Available? Which Backend Should I Use? The Why of Jug. What is a Jug Backend? A jug backend serves two tasks: it saves intermediate results and it synchronises the running processes when needed. What Backends Are Available? There are three backend available: one is based on the filesystem, the other is a redis. Backend and a simple in-memory backend which does not allow sharing across processes. If all your no...

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Jug: A Task-Based Parallelization Framework — Jug 1.4.0+git documentation

Invalidating Jug Task Results (invalidate subcommand). The Why of Jug. Jug: A Task-Based Parallelization Framework. Jug: A Task-Based Parallelization Framework. Jug allows you to write code that is broken up into tasks and run different tasks on different processors. Jug also takes care of saving all the intermediate results to the backend in a way that allows them to be retrieved later. Here is a one minute example. Save the following to a file called. Function is so that it does not run too fast. Task ...

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