Before revision:  With horizontal scaling,  due to redundant work between nodes , allocated resources are wasted though it is utilized. Further, we identify these techniques to be unsuited for dynamically scaling anetwork quickly to mitigate an overload situation, and hence, it results in a 30\% drop in the performance. To increase the CPU utilization and hence the performance, we re-architect Fabric to enable pipelined execution of validation & commit phases by introducing dirty state management using a trie data structure.
After revision:  With horizontal scaling, due to redundant work across nodes within URLanization. To mitigate the above concerns, we first improve resource efficiency by (a) improving CPU utilization with a pipelined execution of validation & commit phases by introducing dirty state management using a trie data structure.