Modern programming languages offer automatic garbage collection, which simplifies memory management but can lead to increased CPU consumption and higher cloud hosting costs. This article outlines five strategies for developers to mitigate these issues: analyzing GC logs, switching GC algorithms, minimizing object creation, adjusting heap size, and scaling instances. Each approach aims to optimize application performance and reduce resource expenses.