Using the condition for the filter in the source qualifying the data without the use of the filter, utilising persistence as well as cache store in lookup t/r, using the aggregations t/r in sorted i/p group by different ports, using operators in expressions instead of functions, and increasing the cache size and commit interval are all steps in fine-tuning the mapping.