developmentseed / developmentseed/bioacoustics-api

Milvus resource assessment

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#5 16 comments 0 reactions 1 assignee Claimed by @leothomas View on GitHub
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Description

For the MVP we will work with 1% of the overall audio samples from A2O as embeddings. We should figure out what resources Milvus needs. This will determine:
1. Cluster scaling and baseline resources
2. Index strategy
3. Partitioning and others

@leothomas I had poke around the Milvus Sizing tool https://milvus.io/tools/sizing/ — I really like that they give you recommended Helm config (cc @sunu @batpad). I'm struggling to arrive at the 30TB estimate @sdenton4 and you were discussing so perhaps we should outline that as well. Thank you!

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