Message Queue Tuning for High Throughput?

were hitting some bottlenecks with our main message queue and im wondering how others approach tuning. were seeing high latency during peak hours, and its impacting downstream services. are you guys seeing similar issues? what strategies have worked for you, like adjusting batch sizes, number of consumers, or specific queue configurations? curious about the trade-offs you encountered