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Towards a Learning-Based Query Optimizer

27 pointsby 2pk03about 3 years ago

2 comments

karsinkkabout 3 years ago
While transforming the plan into vectors is interesting, I wish they'd gone into more detail about how the ML model prunes and filters the best plan. It is also not clear what attributes of a plan the corresponding vector encodes. I do not know much about Databloom, but it looks like this "Learning-Based Query Optimizer" is built for specific use-cases in a Data engineering/analytics setting(like K-means as cited in the article). It might not be a replacement for optimizers in traditional Databases.
评论 #31400982 未加载
mountainriverabout 3 years ago
This is cool, I’ve always thought db optimization would be a great place for ML