Understanding a Java application's memory requirements is crucial for maximizing performance and minimizing operational costs. This guide shows how to use garbage collector (GC) logs to determine the necessary memory size. Key steps include simulating real-world loads, interpreting GC logs, and using tools like JMeter for load testing. Practical examples with the Spring PetClinic application and different Java runtimes are provided to illustrate the process.