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[Shuffle] Skip store shuffle object refs to reduce meta overhead
What do these changes do?
This PR skip store shuffle object refs to reduce meta overhead and supervisor serialization bottleneck by disable autoscale-in when shuffle is executing.
Related issue number
#2916
Check code requirements
- [ ] tests added / passed (if needed)
- [ ] Ensure all linting tests pass, see here for how to run them