Memory leaks pose significant performance challenges, characterized by gradual memory increase, CPU spikes, degraded response times, and potential OutOfMemoryError. Symptoms evidencing memory leaks include continual memory growth post-garbage collection, high CPU usage due to frequent garbage collection, and application thread pauses leading to transaction timeouts. Early detection is crucial for remediation.