Design GPU Inference Serving System

GPU Inference Serving System A GPU inference serving platform acts as an intermediary between clients that submit prompts in plain language and the GPU-backed models that generate the completions. Its responsibilities include accepting a large volume of concurrent HTTP calls, efficiently coalescing them into batches, forwarding those batches to a fleet of GPU workers, and delivering each individual response with low latency. The key engineering challenge is to extract…