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agent: Add support for simplified LFC scaling #1186

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@sharnoff sharnoff commented Dec 23, 2024

We have an ongoing issue where the LFC goal size algorithm is hitting degenerate edge-case behavior on a large workload — but because of that bug, it's hard to tell whether the impacted workload can be feasibly autoscaled with the information we have available.

For large workloads, it's reasonable enough to just look at the 1-hour working set window, and testing with that will indicate whether we need to look at a longer time horizon to effectively scale LFC on such a workload — or if the information we already have should be sufficient.

See also neondatabase/cloud#22214 for more information.

We have one ongoing issue where the LFC goal size algorithm is hitting
degenerate edge-case behavior on a large workload -- but because of that
bug, it's hard to tell whether the impacted workload *can* be feasibly
autoscaled with the information we have available.

For large workloads, it's reasonable enough to just look at the 1-hour
working set window, and testing with that will indicate whether we need
to look at a longer time horizon to effectively scale LFC on such a
workload -- or if the information we already have should be sufficient.

See also neondatabase/cloud#22214 for more information.
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