distributed
https://github.com/dask/distributed
Python
A distributed task scheduler for Dask
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- Issues
- Warning about scratch directories creating time taking too long
- Is there any way to upload file to client in a remote cluster.
- Sets cause non-determinism in the WorkerState
- Update CI stability
- handle `distributed.core.Server` startup and shutdown excellently
- Worker State should be exclusively modified through batched comms
- Use cases for work stealing
- [WIP] Queue root tasks on scheduler, not workers [with co-assignment]
- Task co-assignment logic is worst-case for binary operations like `a + b`
- Reimplement `replicate()` using the Active Memory Manager
- Docs
- Python not yet supported