Remove Availability Remove Entertainment Remove Latency
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Foundation Model for Personalized Recommendation

The Netflix TechBlog

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.

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Netflix at AWS re:Invent 2019

The Netflix TechBlog

December 2 1pm-2pm CMP 326-R Capacity Management Made Easy with Amazon EC2 Auto Scaling Vadim Filanovsky , Senior Performance Engineer & Anoop Kapoor, AWS Abstract :Amazon EC2 Auto Scaling offers a hands-free capacity management experience to help customers maintain a healthy fleet, improve application availability, and reduce costs.

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Migrating Critical Traffic At Scale with No Downtime?—?Part 2

The Netflix TechBlog

Behind these perfect moments of entertainment is a complex mechanism, with numerous gears and cogs working in harmony. By collecting and analyzing key performance metrics of the service over time, we can assess the impact of the new changes and determine if they meet the availability, latency, and performance requirements.

Traffic 285
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Telltale: Netflix Application Monitoring Simplified

The Netflix TechBlog

For example, a latency increase is less critical than error rate increase and some error codes are less critical than others. We want to help our teams see larger patterns of incidents so they can improve overall service availability. A healthy Netflix service enables us to entertain the world. Client metrics and QoE changes.

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Supporting Diverse ML Systems at Netflix

The Netflix TechBlog

These integrations are implemented through Metaflow’s extension mechanism which is publicly available but subject to change, and hence not a part of Metaflow’s stable API yet. In other cases, it is more convenient to share the results via a low-latency API. Importantly, all the use cases were engineered by practitioners themselves.

Systems 235
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Expanding the Cloud – An AWS Region is coming to Hong Kong

All Things Distributed

The new AWS Asia Pacific (Hong Kong) Region will have three Availability Zones and be ready for customers for use in 2018. As a result, we have opened 43 Availability Zones across 16 AWS Regions worldwide. This enables customers to serve content to their end users with low latency, giving them the best application experience.

AWS 125
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Ciao Milano! – An AWS Region is coming to Italy!

All Things Distributed

The AWS Europe (Milan) Region will have three Availability Zones and be ready for customers in early 2020. Currently we have 57 Availability Zones across 19 technology infrastructure Regions. In 2012, Amazon opened its first Italian office and its first Italian point of presence (PoP) based in Milan. million unique visits.

AWS 164