InFlow Articles

  • Real-time analytics on network flow data with Apache Pinot

    September 13, 2022

    The LinkedIn infrastructure has thousands of services serving millions of queries per second. At this scale, having tools that provide observability into the LinkedIn infrastructure is imperative to ensure that issues in our infrastructure are quickly detected, diagnosed, and remediated. This level of visibility helps prevent the occurrence of outages so we can...

  • Inflow Dashboard

    InFlow - Making the LinkedIn network visible

    March 22, 2016

    To maintain the high network availability needed to serve all LinkedIn applications, we need to monitor and analyse both network infrastructure and network usage patterns. At LinkedIn, we traditionally use SNMP to monitor traffic patterns passing through different layers of networks. The monitored data is visualized using inGraphs and anomalies are sent as...