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If you are hitting this issue in Tableau Server 8.0.8, 8.0.9, 8.1.4, or 8.1.5 then the issue is a bug which has been corrected in any later version of Tableau Server.
Otherwise, the error is the result of a measure being removed from the workbook but still being referenced by the original name. To resolve the issue, add the referenced dimension or error back in to the view. Here is more info:
Let me know if this works!
Thanks for your response. But the Tablue server I am trying to publish is of the version 8.2.3. Also all attaributes are refreshed. The chart works fine on Tableau Desktop but fails on Tableau Server.