GithubHelp home page GithubHelp logo

inlinedio / ikv-store Goto Github PK

View Code? Open in Web Editor NEW
202.0 202.0 5.0 97.58 MB

High-performance key-value store for ML inference. 100x faster than Redis.

Home Page: https://inlined.io/

License: MIT License

Java 13.42% Rust 48.20% Dockerfile 0.16% Go 14.10% Python 24.12%
cache database feature-store key-value-store machine-learning rust

ikv-store's People

Contributors

inlinedio avatar pushkarmoi avatar tspaeth avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar

ikv-store's Issues

Evaluate using Profile-Guided Optimization (PGO) for optimizing the IKV performance

Hi!

I collect materials about applying Profile-Guided Optimization (PGO) to different applications in different software domains - all my results are available at https://github.com/zamazan4ik/awesome-pgo . According to my tests, PGO helps with achieving better performance in different areas, including many databases.

I think it will be interesting to see PGO results for IKV in benchmarks since according to my tests, even Redis performance can be improved with PGO (the results are available in the repo above).

Please do not treat the issue as a bug - it's an improvement idea.

[Go] Bulk/Multi Read fields in ikv go client

Ikv go client only supports single get in IKVReader - ie a user can fetch one field from one document.
We should add the following batch/multi versions for each field type -

  • Multiple primary keys, one field-name
  • One primary key, multiple field-names

Tip: Minimize object allocation in the returned objects (ex. avoid maps)

Reference (in java client)
https://github.com/inlinedio/ikv-java-client/blob/32c10fc40e9397c7e6ced771a5768e6436244ef5/src/main/java/io/inlined/clients/DefaultInlineKVReader.java#L135

discuss: Using Apache OpenDAL for more storage services support

๐Ÿ‘‹, I found this project from the github trending. It's seems a cool project.

I noticed that README said ikv support all public storage services but the code only has native s3 support. Do you have interest to integrate with opendal for more storage services support?

OpenDAL is a unified data access layer, empowering users to seamlessly and efficiently retrieve data from diverse storage services.

I'm the PMC Chair of this project. Please let me know if I can provide help.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.