This document describes a study on automatically measuring COSMIC functional size from execution traces of Java business applications. A prototype tool called COSMIC Solver was developed that uses Aspect Oriented Programming to capture UML sequence diagrams from application traces at runtime. The diagrams are then analyzed using COSMIC rules to calculate functional size in Cosmic Function Points. An example measurement of a delete operation is provided. The prototype demonstrates feasibility of automating functional size measurement but has constraints such as only supporting Java 1.5+ and 3-tier architectures. Future work involves validating results and expanding the tool.