Parallel garbage collector (Parallel GC) optimizes Java applications by utilizing multiple threads for garbage collection, minimizing GC pauses. Ideal for high-throughput and batch-processing applications, it necessitates specific JVM tuning parameters, including heap size and pause-time goals. Ongoing monitoring and adjustments enhance performance and memory efficiency in JVM environments.