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This is an interesting point. I was recently working on research for how to apply model predictive control theory to TCP congestion control. We basically wanted
by lambda-11235 7y ago
This is an interesting point. I was recently working on research for how to apply model predictive control theory to TCP congestion control. We basically wanted to minimize latency while maximizing throughput. One of the challenges was that, while we could match latency and throughput set-points if known apriori, actually determining what the set-points should be was very difficult.
Here's an early paper on it https://arxiv.org/abs/2002.09825 https://arxiv.org/abs/2002.09825.
Note that if some of our control theory concepts seem a bit screwy, it's because we come from networking, not control theory :).
- senderista 7y agoSounds like an optimal control problem?