Cache Insertion Latency Negating Cache Benefits

When cache insertion time is comparable to or exceeds inference time, the caching mechanism itself becomes a bottleneck. High insertion latency can negate the performance benefits of response caching, especially for fast inference models. This indicates cache implementation inefficiency or storage backend issues.

Nvidia Triton insight details requires a free account. Sign in with Google or GitHub to access the full knowledge base.