Giter Club home page Giter Club logo

faster's Introduction

Introduction

Managing large application state easily and with high performance is one of the hardest problems in the cloud today. We present FASTER, a new concurrent key-value store designed for point lookups and heavy updates. FASTER supports data larger than memory, by leveraging fast external storage. What differentiates FASTER are its cache-optimized index that achieves very high performance — up to 160 million operations per second when data fits in memory; its unique “hybrid record log” design that combines a traditional persistent log with in-place updates, to shape the memory working set and retain performance; and its architecture as an component that can be embedded in cloud apps. FASTER achieves higher throughput than current systems, by more than two orders of magnitude, and scales better than current pure in-memory data structures, for in-memory working sets. FASTER also offers a new consistent recovery scheme that achieves better performance at the expense of slightly higher commit latency.

Getting Started

Go to our website for more details and papers.

Build and Test

For C#, see here.

For C++, see here.

Contributing

This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit https://cla.microsoft.com.

When you submit a pull request, a CLA-bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., label, comment). Simply follow the instructions provided by the bot. You will only need to do this once across all repos using our CLA.

This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact [email protected] with any additional questions or comments.

faster's People

Contributors

jahunter-m avatar badrishc avatar markpapadakis avatar zeebo avatar

Watchers

James Cloos avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    🖖 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. 📊📈🎉

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 ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.