Great article. I've recently been looking into doing parallel optimization with python and found this article on convex optimization useful as well: <a href="http://www.ibm.com/developerworks/cloud/library/cl-optimizepythoncloud1/index.html" rel="nofollow">http://www.ibm.com/developerworks/cloud/library/cl-optimizep...</a>