Performance Articles

  • SRA1

    Measuring and Optimizing Performance of Single-Page Applications (SPA) Using RUM

    February 2, 2017

    Introduction Improving site speed is one of the major technology initiatives at LinkedIn because it is highly correlated with the engagement members have on our website. Real User Monitoring (RUM) is an approach where we use data from real users, instead of a synthetic lab environment, to measure performance, and this is the primary way we measure site speed at...

  • BOSS1

    BOSS: Automatically Identifying Performance Bottlenecks through Big Data

    January 11, 2017

    Introduction As the centralized performance team of LinkedIn, our mission is to make LinkedIn pages load faster. We help each engineering team try to hit their page load time goals through various optimization efforts. One common question we need to answer when trying to decrease page load time is: where is the performance bottleneck? In other words, where...

  • cgroups21

    Application Pauses When Running JVM Inside Linux Control Groups

    November 28, 2016

    Linux cgroups-based solutions (e.g., Docker, CoreOS) are increasingly being used to host multiple applications on the same host. We have been using cgroups at LinkedIn to build our own containerization product called LPS (LinkedIn Platform as a Service) and to investigate the impact of resource-limiting policies on application performance. This post presents our...

  • InstantMessaging

    Instant Messaging at LinkedIn: Scaling to Hundreds of...

    October 24, 2016

    Coauthor: Cliff Snyder We recently introduced Instant Messaging on LinkedIn, complete with typing indicators and read receipts. To...

  • Nuage1

    Reducing the MTTD and MTTR of LinkedIn’s Private Cloud

    October 14, 2016

    Nuage (French for “cloud”) is what we call LinkedIn’s internal cloud management portal. It allows LinkedIn developers to quickly...

  • cgroups1

    Don’t Let Linux Control Groups Run Uncontrolled

    August 18, 2016

    Coauthors: Cuong Tran and Jerry Weng Summary The Linux kernel feature of cgroups (Control Groups) is being increasingly adopted for...