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Benchmark randomness vs performance tradeoff #4

@ilan-gold

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@ilan-gold

It is clear (see https://arxiv.org/pdf/2506.01883) that there is a tradeoff in block-based loaders between randomness and read throughput. Generally, more randomness entails less read throughput.

  • At what chunk size on-disk does either pre-shuffling become unnecessary? Is this chunk size performant and what is the tradeoff?

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