monitoring Articles

  • monitoring-business-performance-data-with-third-eye-smart-alerts

    Monitoring business performance data with ThirdEye smart alerts

    June 25, 2020

    Co-authors: Madhumita Mantri and Tyler James At LinkedIn, ThirdEye is used for business and platform health metrics monitoring, keeping track of a variety of metrics across production infrastructure, AI model performance, or key business indicators (i.e., page view or click count). It’s a key quality assurance system for two reasons: its rule- or model-based...

  • analyzing-a-difference-summary

    Analyzing anomalies with ThirdEye

    February 20, 2020

    Co-authors: Yen-Jung Chang, Yang Yang, Xiaohui Sun, and Tie Wang At LinkedIn, ThirdEye is the backbone of our monitoring toolkit. We use it to keep track of a variety of metrics, whether it be related to production infrastructure and AI model performance, or business impact, such as page view or click count. It’s a key quality assurance system because it...

  • alert-screenshot

    Smart alerts in ThirdEye, LinkedIn’s real-time monitoring platform

    June 3, 2019

    Earlier this year, we published a blog post sharing details on ThirdEye, LinkedIn’s comprehensive platform for real-time monitoring and root cause analysis. LinkedIn relies on ThirdEye to monitor a wide spectrum of metrics, ranging from product health to high-level business metrics, and also including machine learning model performance. While monitoring is a...

  • samza-aeon-1

    Samza Aeon: Latency Insights for Asynchronous One-Way Flows

    April 19, 2018

    Co-authors: Max Wolffe and Akhilesh Gupta Introduction You can’t fix something if you don’t know there’s a problem. Measuring and...

  • cruisecontrol2

    Open Sourcing Kafka Cruise Control

    August 28, 2017

    Apache Kafka's popularity has grown tremendously over the past few years. In fact, LinkedIn's deployment recently surpassed 2 trillion...

  • ingraphs1

    InGraphs: Monitoring and Unexpected Artwork

    August 3, 2017

    At LinkedIn, we have an internal tool for visualizing operational metrics that we call inGraphs. Since I started working for LinkedIn...