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Supporting Diverse ML Systems at Netflix

The Netflix TechBlog

Occasionally, these use cases involve terabytes of data, so we have to pay attention to performance. The user can choose the most suitable tool for manipulating data, such as Pandas or Polars to use a dataframe API, or one of our internal C++ libraries for various high-performance operations.

Systems 226
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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.

AWS 100
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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.

AWS 100
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What is web application security? Everything you need to know.

Dynatrace

Examples range from online banking to personal entertainment delivery and e-commerce. Good web application security starts when the application is being developed. Application security tests can be used to tell developers when they have introduced vulnerabilities into the application they’re building.

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Understanding What Kubernetes Is Used For: The Key to Cloud-Native Efficiency

Percona

Applications can be horizontally scaled with Kubernetes by adding or deleting containers based on resource allocation and incoming traffic demands. It distributes the load among containers and nodes automatically, ensuring that your application can handle any spike in traffic without the need for manual intervention from an IT staff.

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

All Things Distributed

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. By moving to AWS, Lamborghini was able to prepare the development and test environment in a couple of days.

AWS 167
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Experimentation is a major focus of Data Science across Netflix

The Netflix TechBlog

Experimentation and causal inference data scientists who work directly with Netflix business units develop deep domain understanding and intuition about the business areas where they work. Growth Advertising At Netflix, we want to entertain the world ! We don’t have unlimited traffic or time, so sometimes we have to make hard choices.