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Add non-uniform query access pattern(s) #27

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daverigby opened this issue May 2, 2024 · 0 comments
Open

Add non-uniform query access pattern(s) #27

daverigby opened this issue May 2, 2024 · 0 comments
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enhancement New feature or request

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@daverigby
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Currently the queries are issued in sequential order in the same order as they occur in the queries parquet dataset.

This doesn't represent many real-world workloads, which are less uniform and often exhibit a Zipfian-like distribution.

Add support for specifying a non-uniform query distribution.

(Note this also relates to concurrent access patterns by multiple independent clients - in a typical real-world scenario one would observe some non-zero, but non-100% correlation between different clients' access patterns - i.e. the most popular vectors are likely to be accessed by a large number of clients, but the least popular may only be accessed by a single client during a benchmark run.

@daverigby daverigby added the enhancement New feature or request label Jul 12, 2024
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