Open Source Articles

  • diagram-of-http2-network-client-architecture

    HTTP/2 in infrastructure: Ambry network stack refactoring

    August 24, 2021

    Co-authors: Ze Mao, Matt Wise, Casey Getz, Justin Lin, Ashish Singhai, and Rob Block Introduction Ambry is LinkedIn's scalable geo-distributed object store. Developed in-house and open sourced in 2016, Ambry stores tens of petabytes of data. At LinkedIn, Ambry is used to store objects like photos, videos, and resume uploads, as well as internal binary data....

  • lambda-learner-logo

    Lambda Learner: Nearline learning on data streams

    August 11, 2021

    Co-authors: Kirill Talanine, Jeffrey D. Gee, Rohan Ramanath, Konstantin Salomatin, Gungor Polatkan, Onkar Dalal, and Deepak Kumar Introduction A common challenge for production machine learning systems is reacting to change. The world can change quickly, particularly on a social network. This can range from sweeping changes at the scale of the whole economy...

  • new-dualip-project-logo

    DuaLip: Solving extreme-scale linear programs for web applications

    August 6, 2021

    Co-authors: Kinjal Basu, Yao Pan, Rohan Ramanath, Konstantin Salomatin, Amol Ghoting, and S. Sathiya Keerthi Building thriving internet or web products requires optimizing for multiple business metrics. In many applications, these business metrics can move in conflicting directions, and delicately balancing these tradeoffs can be vital for the success of a...

  • diagram-of-how-tony-works-with-horovod

    TonY joins LF AI & Data Foundation

    July 15, 2021

    Co-authors: Keqiu Hu, Jonathan Hung, and Junfan Zhang Today, TonY is joining the LF AI & Data Foundation, an umbrella foundation of...

  • bluepill-logo

    Releasing Bluepill to the Mobile Native Foundation

    June 7, 2021

    In March, LinkedIn joined the recently announced Mobile Native Foundation (MNF), a Linux Foundation project launched with the support...

  • greykite-logo

    Greykite: A flexible, intuitive, and fast forecasting...

    May 13, 2021

    Co-authors: Reza Hosseini, Albert Chen, Kaixu Yang, Sayan Patra, Rachit Arora, and Parvez Ahammad In this blog post, we introduce the...