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Long workflows result in extremely high data transfer load #1

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mchl-hess opened this issue Dec 18, 2024 · 1 comment
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Long workflows result in extremely high data transfer load #1

mchl-hess opened this issue Dec 18, 2024 · 1 comment
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@mchl-hess
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The entire workflow graph is updated and stored with every chained/grouped task in the queue. This scales exponentially which causes significant slowdowns for very large workflows.

@mchl-hess mchl-hess added the bug Something isn't working label Dec 18, 2024
@pencil
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pencil commented Dec 27, 2024

This has been addressed by several optimizations and a note in the README in 0.2.0.

A future optimization could be to store the metadata of messages in a separate store (e.g. DynamoDB) to further reduce the size of the queue.

@pencil pencil closed this as completed Dec 27, 2024
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