Adding blog post to show performance improvements in vector search #3219
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Signed-off-by: Vijayan Balasubramanian <[email protected]>
VijayanB
requested review from
elfisher,
AMoo-Miki,
nknize,
krisfreedain,
peterzhuamazon,
CEHENKLE,
dtaivpp,
kolchfa-aws,
nateynateynate and
natebower
as code owners
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@pajuric Can you review this PR? Thanks |
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@VijayanB I'll review next week. |
| - technical-posts | ||
| - search | ||
| meta_keywords: concurrent segment search, search concurrency, vector search, k-NN | ||
| meta_description: With concurrent segment search enabled, vector search brings 60% improvements in service time by just utilizing additional 25-35% of CPU. |
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Please update the meta with the following:
meta_keywords: concurrent segment search, OpenSearch vector search, shard optimization, k-NN
meta_description: The concurrent segment search feature in OpenSearch optimizes CPU usage and enhances vector search performance by executing queries in parallel across multiple segments within a shard.
Signed-off-by: Fanit Kolchina <[email protected]>
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@kolchfa-aws @VijayanB @pajuric Editorial review complete. Please see my changes and let me know if you have any questions. Thanks!
Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: kolchfa-aws <[email protected]>
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@nateynateynate @krisfreedain - Blog is ready to go. Can you update it to today's date - 2024-8-27 |
| <th></th> | ||
| <th></th> | ||
| <th></th> | ||
| <th>p50</th> |
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can we include something like P50(in ms) in other places wherever we are displaying service time number?
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@VijayanB - Fanit is going to make the edit - but you need to let her know exactly what you want this to be, please.
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@VijayanB Actually, if you look at the rendered form, you don't need the (ms) because the p50, p90, p99 are under a common heading "Service time (ms)"
Publish date -> today.
Description
Adding blog post to show performance improvements in vector search
Issues Resolved
#3174
Check List
By submitting this pull request, I confirm that my contribution is made under the terms of the BSD-3-Clause License.