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11 posts tagged with "linkedin"

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Text analytics on LinkedIn Talent Insights using Apache Pinot

· One min read
LinkedIn
LinkedIn Engineering Team

LinkedIn Talent Insights (LTI) is a platform that helps organizations understand the external labor market and their internal workforce, and enables the long term success of their employees. Users of LTI have the flexibility to construct searches using the various facets of the LinkedIn Economic Graph (skills, titles, location, company, etc.).

Read More at https://engineering.linkedin.com/blog/2021/text-analytics-on-linkedin-talent-insights-using-apache-pinot

Text analytics on LinkedIn Talent Insights using Apache Pinot

Solving for the cardinality of set intersection at scale with Pinot and Theta Sketches

· One min read
LinkedIn
LinkedIn Engineering Team

The Lambda architecture has become a popular architectural style that promises both speed and accuracy in data processing by using a hybrid approach of both batch processing and stream processing methods.

Read More at https://engineering.linkedin.com/blog/2021/pinot-and-theta-sketches

From Lambda to Lambda-less Lessons learned

Monitoring business performance data with ThirdEye smart alerts

· One min read
LinkedIn
LinkedIn Engineering Team

Explain how ThirdEye smart alerts and automated dashboards helped the LinkedIn Premium business operations team monitor key metrics—such as new free trial signups—for the timely detection of outliers in business performance data.

Read More at https://engineering.linkedin.com/blog/2020/monitoring-business-performance-data-with-thirdeye-smart-alerts

Monitoring business performance data with ThirdEye smart alerts

Auto-tuning Pinot real-time consumption

· One min read
LinkedIn
LinkedIn Engineering Team

Focus on Auto tuning Pinot, a scalable distributed columnar OLAP data store developed at LinkedIn, delivers real-time analytics for site-facing use cases such as LinkedIn's Who viewed my profile, Talent insights, and more.

Read More at https://engineering.linkedin.com/blog/2020/bridging-batch-and-stream-processing

Bridging batch and stream processing for the Recruiter usage statistics dashboard

Introducing ThirdEye - LinkedIn’s Business-Wide Monitoring Platform

· One min read
LinkedIn
LinkedIn Engineering Team

ThirdEye is a comprehensive platform for real-time monitoring of metrics that covers a wide variety of use-cases. LinkedIn relies on ThirdEye to monitor site performance, track member growth, understand adoption of new features, flag sustained attempts to circumvent system security, and many other areas

Read More at https://engineering.linkedin.com/blog/2019/01/introducing-thirdeye--linkedins-business-wide-monitoring-platfor

Star-tree index - Powering fast aggregations on Pinot

A Brief History of Scaling LinkedIn

· One min read
LinkedIn
LinkedIn Engineering Team

LinkedIn started in 2003 with the goal of connecting to your network for better job opportunities. It had only 2,700 members the first week. Fast forward many years, and LinkedIn’s product portfolio, member base, and server load has grown tremendously.

Today, LinkedIn operates globally with more than 350 million members. We serve tens of thousands of web pages every second of every day. We've hit our mobile moment where mobile accounts for more than 50 percent of all global traffic. All those requests are fetching data from our backend systems, which in turn handle millions of queries per second.

Read More at https://engineering.linkedin.com/architecture/brief-history-scaling-linkedin

A Brief History of Scaling LinkedIn