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Racing the Playhead: Real-time Model Inference in a Video Streaming Environment // Brannon Dorsey // Coffee Sessions #98
MLOps.community
Keeping Workloads Out of the Cluster
Good m l ops, in a lot of ways, starts with good devops. And i think we can borrow some of the ideas that devops has e, when we think about imals,. Right? I'm partially intacting a bias, cause i'm come at a lot of engineering from this devops background and i find s interesting. E so i really like the idea f like keeping state out of the cluster. So you could use, i like, a manage data by service like r d s. If your data is a fits nicely in a relational data base, you could use a object storage - things like that. And then have your work loads kind of, like,
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