Thanks Mark, Joe, Joe and Joe :) for helping me out with your prompt replies!
Just wanted to update that I got my problem resolved. There were 2 basic
things, like mentioned in the chain before:

1. I was doing ListS3 -> FetchS3Object -> RouteOnAttribute which was
fetching all the S3 files before filtering out the required ones. Changing
to ListS3  -> RouteOnAttribute -> FetchS3Object required much less disk
space.
2. I generally didn't have enough disk to handle peak traffic so just added
more space.
3. I have disabled archiving though I don't think it was the real problem.





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