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276 points Fendy | 1 comments | | HN request time: 0s | source
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simonw ◴[] No.45170289[source]
This is a good article and seems well balanced despite being written by someone with a product that directly competes with Amazon S3. I particularly appreciated their attempt to reverse-engineer how S3 Vectors work, including this detail:

> Filtering looks to be applied after coarse retrieval. That keeps the index unified and simple, but it struggles with complex conditions. In our tests, when we deleted 50% of data, TopK queries requesting 20 results returned only 15—classic signs of a post-filter pipeline.

Things like this are why I'd much prefer if Amazon provided detailed documentation of how their stuff works, rather than leaving it to the development community to poke around and derive those details independently.

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libraryofbabel ◴[] No.45172432[source]
> Things like this are why I'd much prefer if Amazon provided detailed documentation of how their stuff works, rather than leaving it to the development community to poke around and derive those details independently.

Absolutely this. So much engineering time has been wasted on reverse-engineering internal details of things in AWS that could be easily documented. I once spent a couple days empirically determining how exactly cross-AZ least-outstanding-requests load balancing worked with AWS's ALB because the docs didn't tell me. Reverse-engineering can be fun (or at least I kinda enjoy it) but it's not a good use of our time and is one of those shadow costs of using the Cloud.

It's not like there's some secret sauce here in most of these implementation details (there aren't that many ways to design a load balancer). If there was, I'd understand not telling us. This is probably less an Apple-style culture of secrecy and more laziness and a belief that important details have been abstracted away from us users because "The Cloud" when in fact, these details do really matter for performance and other design decisions we have to make.

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citizenpaul ◴[] No.45172495[source]
I have to assume that at this point its either intentional(increases profits?) or because AWS doesn't truly understand their own systems due to the culture of the company.
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1. cyberax ◴[] No.45172747[source]
AWS also has a pretty diverse set of hardware, and often several generations of software running in parallel. Usually because the new generation does not quite support 100% of features from the previous generation.