Apache Pinot User Stories
Learn from your peers and industry leaders how and why they moved to Apache Pinot
for their real-time analytics use cases
User Facing Analytics
External Article
Why Apache Pinot is Worth the Hype? Bazaar’s Success Story
Bazaar incorporated Apache Pinot for user facing analytics. Find out which features made them choose Pinot.
Blog
Uber: Serving Real-Time App Crash Analytics While Saving $2M+ with Apache Pinot
Uber migrated to Apache Pinot to monitor mobile app crash analytics and saved more than $2 million annually.
Video
Apache Pinot vs Apache Druid & Real-Time Analytics (LinkedIn Profile Insights)
StarTree CEO, Kishore Gopalakrishna, discusses Apache Pinot and performance comparisons with Apache Druid at Crunch Data Conference 2018 in Budapest.
External Article
Building LinkedIn Talent Insights to democratize data-driven decision making
Leveraging Apache Pinot to build LinkedIn Talent Insights
Video
Building Real-Time Analytics Applications Using Apache Pinot
This talk will present how Pinot has become the de-facto solution for serving analytic queries in milliseconds, ad-hoc reporting, monitoring & Anomaly Detection on multidimensional data.
External Article
Text analytics on LinkedIn Talent Insights using Apache Pinot
Implementing and integrating keyword search with Pinot on the LinkedIn Talent Insights application.
Video
Building Latency Sensitive User Facing Analytics via Apache Pinot
Chinmay Soman discusses how LinkedIn, Uber and other companies managed to have low latency for analytical database queries in spite of high throughput.
External Article
Solving for the cardinality of set intersection at scale with Pinot and Theta Sketches
Using the Theta Sketches based set intersection cardinality estimation using Apache Pinot to solve the audience-reach estimation problem in production.
External Article
Bridging batch and stream processing for the Recruiter usage statistics dashboard
Applying LinkedIn's codebase Lambda architecture to build a near real-time dashboard that helps recruiters utilize their product better.
Anomaly Detection
External Article
Monitoring business performance data with ThirdEye smart alerts
We can think of data as the raw resource that business decisions are based on, and ThirdEye smart alerts as the environment that allows leaders to act on generated information swiftly and accurately.
External Article
Analyzing anomalies with ThirdEye
The behind-the-scenes functionalities of ThirdEye that analyze the multi-dimensional time series data and help our engineers understand why these anomalies happened through a dimension heatmap.
External Article
Smart alerts in ThirdEye, LinkedIn’s real-time monitoring platform
While monitoring is a crucial aspect of this system, setting up the right alerts is critical for receiving meaningful notifications.
External Article
Introducing ThirdEye: LinkedIn’s Business-Wide Monitoring Platform
ThirdEye is a comprehensive platform for real-time monitoring of metrics that covers a wide variety of use-cases.
Observability
External Article
Real-time analytics on network flow data with Apache Pinot
InFlow and Apache Pinot at LinkedIn
Case Study
Webex: Real-Time Observability Using Pinot and Grafana
Learn how Cisco Webex found latencies that were 5× to 150× lower with Apache Pinot over Elasticsearch.
Blog
Webex Meets Unprecedented Analytics Demand with Pinot
Learn how Cisco Webex adopted to spiking demand during the Covid-19 pandemic with Apache Pinot™
Video
Webex: Real-Time Observability & Analytics with Apache Pinot
Cisco Engineers share why they picked Apache Pinot as their real time analytics layer as opposed to other solutions like Elasticsearch and Clickhouse.
Security
External Article
Real-time Security Insights: Apache Pinot at Confluera
This blog post will talk a bit about the architectural needs that led us to select Pinot and how it helped us build our product’s required capabilities.
Video
Apache Pinot Concepts: Data Security
Apache Pinot comes with a number of essential security features out of the box which we'll highlight in this talk.
Dashboards / BI
Video
Apache Pinot and Superset: Forecasting and Visualization
In this lightning talk, We'll teach the key concepts behind time series analysis, visualization, and forecasting and how Pinot and Superset support these workflows.
Video
Building a Run Simulator with Pinot and Streamlit
In this talk, we will give a quick overview of Apache Pinot and dig a little into what makes it so fast. We will follow up by showing how to build a real-time analytics dashboard for a run simulator.
Video
Building a real-time analytics dashboard with Streamlit, Apache Pinot, and Apache Kafka
In this session we will learn how to build our own real-time analytics application on top of a streaming data source using Apache Kafka, Apache Pinot, and Streamlit.
AdTech
External Article
Real-Time Exactly-Once Ad Event Processing with Apache Flink, Kafka, and Pinot
This article focuses on how we leveraged open source technology to build Uber’s first “near real-time” exactly-once events processing system.
Blog
Apache Pinot & Real-Time Ad Analytics By UberEats
Here’s one example of how UberEats relied on Apache Pinot (along with other open sources technologies) to deliver accurate, real-time ad analytics at scale, and reliably.
External Article
Apache Pinot Uncorks Real-Time Data for Ad-Tech Firm
Sovrn uses Apache Pinot to bring data freshness from hours to seconds.
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