Enterprise modernization refers to enhancing the capability of the existing application to meet the business demands. This modernization can lead to vast quantities of data generated from infrastructure, channels, database and other roots of computing involved which leads to the quantity of information generated. The data getting generated impact the resources called for these sorts of computing as it is directly proportional to recurring computing cost model and incurs a huge cost for enterprise opting for enterprise modernization. In this paper, we suggest a method to place the relevant transaction filtering of information in the context of enterprise modernization. This is answered by presenting the non-intrusive transaction aware filtering framework to get just the relevant information needed to further optimize the computing resources. Simulation and experimental results show an improvement in network, memory, throughput, CPU utilization compared against the non-transaction aware filtering during various load conditions. © 2017, Springer Science+Business Media, LLC.