Remove 2007 Remove Efficiency Remove Infrastructure Remove Performance
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DevOps automation: From event-driven automation to answer-driven automation [with causal AI]

Dynatrace

In the world of DevOps and SRE, DevOps automation answers the undeniable need for efficiency and scalability. This evolution in automation, referred to as answer-driven automation, empowers teams to address complex issues in real time, optimize workflows, and enhance overall operational efficiency.

DevOps 220
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Improving our video encodes for legacy devices

The Netflix TechBlog

we announced our intention to stream video over 13 years ago, in January 2007?—?and and thus fall back to less efficient encode families. Since then, we have applied innovations such as shot-based encoding and newer codecs to deploy more efficient encode families. 264/AVC Main profile family. Yet, given its wide support, our H.264/AVC

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Progress Delayed Is Progress Denied

Alex Russell

Classics of the genre include: Apple's just focused on performance! The Performance Argument. As an engineer on a browser team, I'm privy to the blow-by-blow of various performance projects, benchmark fire drills, and the ways performance marketing (deeply) impacts engineering priorities. Steve & Tim's Close-up Magic.

Media 145
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Scaling Media Machine Learning at Netflix

The Netflix TechBlog

We have been leveraging machine learning (ML) models to personalize artwork and to help our creatives create promotional content efficiently. Our goal in building a media-focused ML infrastructure is to reduce the time from ideation to productization for our media ML practitioners.

Media 290
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Rebuilding Netflix Video Processing Pipeline with Microservices

The Netflix TechBlog

The Netflix video processing pipeline went live with the launch of our streaming service in 2007. Finally, relevant abstractions allow media algorithm developers to focus on the manipulation of video and audio signals rather than on infrastructural concerns. Over the years, the system expanded to support various new use cases.

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The Netflix Cosmos Platform

The Netflix TechBlog

The first generation of this system went live with the streaming launch in 2007. Dealing with production issues became an expensive chore that placed a tax on all developers because infrastructure code was all mixed up with application code. The second generation added scale but was extremely difficult to operate.

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Strategic IT Does More than Assume Technology Risk, it Mitigates Business Risk

The Agile Manager

It provides guarantees for availability, performance and completeness for delivery of identified, regimented services or functionality. Being asked to do nothing more than assume risk for something such as availability or performance of technology is appealing from an IT perspective because it’s a space we know, or at least we think we know.