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When I tried publishing a geoprocessing service as part of a tutorial from ESRI, the Service Editor in ArcCatalog hung on the following screen:

Screenshot of the Service Editor

That being said, the service seems to act OK. I can browse to its page via ArcGIS Server without any trouble.

What should I do to properly publish the service?

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I would say it is fine. I have experienced several times this week the same thing. (Either hanging or taking a long time). – Brad Nesom Aug 21 '13 at 4:28

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