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updating documentation
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docs/source/analyzing_instances.rst

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.. _traces-label:
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.. _instances-label:
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Analyzing Instances
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===================

docs/source/generating_workflows_recipe.rst

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**WfChef** is the WfCommons component that automates the construction of
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synthetic workflow generators for any given workflow application. The input
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to this component is a set of real workflow instances described in the
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*WfFormat* (e.g., instances available in **WfInstances**).
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:ref:`json-format-label` (e.g., instances available in **WfInstances**).
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WfChef automatically analyzes a set of real workflow instances for
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two purposes. First, it discovers workflow subgraphs that represent
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fundamental task dependency patterns. Second, it derives
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statistical models of the workflow tasks' performance characteristics (more details :ref:`.. _traces-label:`).
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WfChef then outputs a **recipe** that will be used by **WfGen**
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statistical models of the workflow tasks' performance characteristics
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(see :ref:`instances-label`).
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WfChef then outputs a **recipe** that will be used by **WfGen**
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(see :ref:`generating-workflows-label`) to generate realistic synthetic
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workflow instances with any arbitrary number of tasks.
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Workflow Recipes
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----------------
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A **workfflow recipe** is a data structure that encodes the discovered pattern occurrences
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A **workflow recipe** is a data structure that encodes the discovered pattern occurrences
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as well as the statistical models of workflow task characteristics.
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The WfCommons package provides a number of *workflow recipes* for generating realistic
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synthetic workflow instances.

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