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Smart walltime estimation #205

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wpbonelli opened this issue Aug 26, 2021 · 1 comment
Open

Smart walltime estimation #205

wpbonelli opened this issue Aug 26, 2021 · 1 comment
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enhancement New feature or request in progress Someone is working on this issue (please also assign yourself) priority Should be resolved first, if possible

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wpbonelli commented Aug 26, 2021 •
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Keep track of walltimes for each workflow (with input size as well) and infer walltime estimations for new tasks

Maybe we can model this as continuous error minimization between predicted and actual runtime, plus some padding for breathing room within the requested walltime... then it's amenable to PID control

Should be able to use built-in benchmarking with Snakemake to capture walltime and memory usage data
@wpbonelli wpbonelli added the enhancement New feature or request label Aug 26, 2021
@wpbonelli wpbonelli added in progress Someone is working on this issue (please also assign yourself) priority Should be resolved first, if possible labels Jan 4, 2022
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We also need to set inbound and outbound transfer task walltimes according to the amount of data to be moved

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