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decomposition to perform efficiently. This introduces the additional  problem of transferring the data between the two different data  partitions. In Octopus this was overcome by creating a mapping at  initialisation initialization  stage and using it during execution to efficiently communicate only the data that is strictly necessary between  processes~\cite{Alberdi_2014}.