Co-authors: Jonathan Hung, Keqiu Hu, and Anthony Hsu LinkedIn heavily relies on artificial intelligence to deliver content and create economic opportunities for its 575+ million members. Following recent rapid advances of deep learning technologies, our AI engineers have started adopting deep neural networks in LinkedIn’s relevance-driven products, including...
Open Source Articles
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- Topics:
- Hadoop,
- machine learning,
- TensorFlow,
- Open Source
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Two and a half years ago, the Data Infrastructure SRE team at LinkedIn introduced Burrow, an advanced way to monitor Apache Kafka consumer clients, in a previous blog post. At the time, we knew it was a gap that needed to be filled, but we were still surprised by how quickly Burrow was adopted by many other companies. Over time, a number of issues were...
- Topics:
- Apache Kafka,
- Open Source
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At LinkedIn, we ship hundreds of command-line utilities to every machine in our data centers and to all of our employees’ workstations. The vast majority of these utilities are written in Python. In addition to developing these command-line utilities, we have hundreds of supporting libraries that are constantly being iterated on, with new versions published...
- Topics:
- Open Source,
- SRE
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Browsers use Cascading Style Sheets (CSS) to control the appearance of websites. From borders, fonts, and colors to layout, images,...
- Topics:
- Performance,
- Open Source
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The beauty of the web is that there is no “install” step. Someone, somewhere taps a link to your site, and moments later it appears...
- Topics:
- Ember,
- NYC Engineering,
- Open Source
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LinkedIn has a longstanding history with and commitment to the open source community. Many of our engineers across the company...