Dialogue-only subtitles are finally making their way to Netflix(neowin.net) If you use subtitles on Netflix, which Netflix says makes you part of the nearly half of all viewing hours on Netflix in the US that happen with subtitles or captions on, you now have the option to turn on original language subtitles that show only the spoken dialogue.
How Netflix Accurately Attributes eBPF Flow Logs(netflixtechblog.com) In a previous blog post, we described how Netflix uses eBPF to capture TCP flow logs at scale for enhanced network insights. In this post, we delve deeper into how Netflix solved a core problem: accurately attributing flow IP addresses to workload identities.
160 points by simplesort 17 days ago | 58 comments
Foundation Model for Personalized Recommendation(netflixtechblog.com) Netflix’s personalized recommender system is a complex system, boasting a variety of specialized machine learned models each catering to distinct needs including “Continue Watching” and “Today’s Top Picks for You.” (Refer to our recent overview for more details). However, as we expanded our set of personalization algorithms to meet increasing business needs, maintenance of the recommender system became quite costly.
Video encoding requires using your eyes(redvice.org) Netflix wrote a post on their engineering blog about a “deep downscaler” for video, and unfortunately it’s rife with issues. I originally saw the post due to someone citing it, and was incredibly disappointed when I clicked through and read it. Hopefully this post offers a counter to that!
Before Squid Game, there was Battle Royale(tokyoweekender.com) In less than a week, the second season of Squid Game — a show about desperate people participating in deadly challenges for money — was viewed nearly 70 million times, becoming the most popular Netflix show in 92 countries.
224 points by ecliptik 106 days ago | 290 comments
Cloud Efficiency at Netflix(netflixtechblog.com) At Netflix, we use Amazon Web Services (AWS) for our cloud infrastructure needs, such as compute, storage, and networking to build and run the streaming platform that we love.
Netflix's Distributed Counter Abstraction(netflixtechblog.com) In our previous blog post, we introduced Netflix’s TimeSeries Abstraction, a distributed service designed to store and query large volumes of temporal event data with low millisecond latencies. Today, we’re excited to present the Distributed Counter Abstraction. This counting service, built on top of the TimeSeries Abstraction, enables distributed counting at scale while maintaining similar low latency performance. As with all our abstractions, we use our Data Gateway Control Plane to shard, configure, and deploy this service globally.
Netflix Europe offices raided in tax fraud probe(bbc.co.uk) Offices of streaming giant Netflix in Paris and Amsterdam have been raided by the French and Dutch authorities as part of an investigation into tax fraud, French judicial sources say.
Netflix Bullish on Gen AI for Games After Laying Off Human Game Developers(404media.co) A Netflix executive revealed that the company’s video game division is investing in generative AI in order to “accelerate the velocity of development and unlock truly novel game experiences that will surprise, delight, and inspire players” just weeks after the company shut down its prestige game studio and laid off game developers.