Modern Microservice applications require effective Garbage Collection (GC) strategies to ensure optimal performance. The G1 GC algorithm is recommended for applications with a heap size under 32GB, while ZGC is suitable for larger heap sizes in Java 21 and above. Proper tuning enhances performance and resilience of Microservices significantly.