Hi, another entries on the blog about the modified assemble using both threads and MPI. http://marcoagnese.blogspot.co.uk/2014/07/socis-2014-algebraic-system-assembly_22.html I have started to explore the remoteindices and I will try to redesign it to add the thread support. Cheers, Marco.