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Re-train decision forest router during the blueprint planning pass #364

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geoffxy opened this issue Nov 13, 2023 · 1 comment
Open

Re-train decision forest router during the blueprint planning pass #364

geoffxy opened this issue Nov 13, 2023 · 1 comment
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enhancement New feature or request

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geoffxy commented Nov 13, 2023

The routing decisions should change depending on the chosen provisioning and workload. We should use these updated values to refresh the decision forest router. The effectiveness of this change depends on how significantly we change the provisioning.
@geoffxy geoffxy added the enhancement New feature or request label Nov 13, 2023
@geoffxy geoffxy self-assigned this Nov 13, 2023
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geoffxy commented Nov 13, 2023

Note that this has to be done carefully since the blueprint is chosen to intentionally overfit the provided workload whereas the router will need to support potentially unseen queries.

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