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Make more clear the trade disk for CPU model
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matthewfeickert committed Oct 18, 2024
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.caption[([ATLAS Software and Computing HL-LHC Roadmap](https://cds.cern.ch/record/2802918), 2022)]
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* Won't be able to store everything on disk
* Move towards "trade CPU for disk" model
* Move towards "trade disk for CPU" model
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* As columnar analysis .bold[processes events in batches] also need CP tools and algorithms to process in batches
* Current CP tools operate on xAOD event data model (EDM) for calculation and write systematics to disk for future access (I/O heavy)
* Challenge: Can columnar on-the-fly computation be faster than disk?
* Refactoring tools to a columnar backend in ATLAS AMG show .bold[improvements in performance and flexibility]
* Challenge: Can we adapt this model to work in on-the-fly computation columnar paradigm?
- Help with "trade disk for CPU" model
* Refactoring tools to a columnar backend in ATLAS show .bold[improvements in performance and flexibility]
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