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List<MediaStream> -> BatchedMediaStream
Aggregate and synchronize discrete, unsynchronized input media streams into a single batched payload for unified downstream inference processing.
Problem it solves
Deploying duplicate inference models per source stream wastes accelerator memory and fails to leverage batch-processing throughput advantages.
Consumes
Emits
The real projects this mechanism was found in. Attribution is the point — this is how the best teams actually do it.