Batch applications require effective garbage collection (GC) strategies to optimize performance, focusing on high throughput and resilience. The recommended GC algorithms for such applications are Parallel GC, G1 GC for smaller heaps, and ZGC for larger heaps. Proper tuning and analysis using tools like GCeasy can enhance performance significantly.