Entertainment Infrastructure Latency 
The Netflix TechBlog
MARCH 28, 2025
Yet, many are confined to a brief temporal window due to constraints in serving latency or training costs. In recommendation systems, context windows during inference are often limited to hundreds of eventsnot due to model capability but because these services typically require millisecond-level latency.
The Netflix TechBlog
NOVEMBER 22, 2019
Netflix shares how Amazon EC2 Auto Scaling allows its infrastructure to automatically adapt to changing traffic patterns in order to keep its audience entertained and its costs on target. Netflix runs dozens of stateful services on AWS under strict sub-millisecond tail-latency requirements, which brings unique challenges.
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All Things Distributed
NOVEMBER 5, 2015
This region will provide even lower latency and strong data sovereignty to local users. We are committed to meeting our customers’ increasing needs for capacity and for powerful AWS services that eliminate the heavy lifting of the underlying IT infrastructure -- allowing them to focus more of their precious resources on their core business.
The Netflix TechBlog
MARCH 7, 2024
Berg , Romain Cledat , Kayla Seeley , Shashank Srikanth , Chaoying Wang , Darin Yu Netflix uses data science and machine learning across all facets of the company, powering a wide range of business applications from our internal infrastructure and content demand modeling to media understanding.
All Things Distributed
NOVEMBER 13, 2018
Currently we have 57 Availability Zones across 19 technology infrastructure Regions. We needed to serve our growing base of startup, government, and enterprise customers across many vertical industries, including automotive, financial services, media and entertainment, high technology, education, and energy.
All Things Distributed
JUNE 20, 2017
This enables customers to serve content to their end users with low latency, giving them the best application experience. In 2008, AWS opened a point of presence (PoP) in Hong Kong to enable customers to serve content to their end users with low latency. Since then, AWS has added two more PoPs in Hong Kong, the latest in 2016.
The Netflix TechBlog
AUGUST 13, 2020
Infrastructure change events. For example, a latency increase is less critical than error rate increase and some error codes are less critical than others. A healthy Netflix service enables us to entertain the world. Mantis real-time streaming data. Canary launches and deployments. The health of upstream and downstream services.
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