The Netflix TechBlog

MARCH 25, 2019

Now, imagine yourself in the role of a software engineer responsible for a micro-service which publishes data consumed by few critical customer facing services (e.g. Design a flexible data model ? —?Represent Therefore, the ingestion approach for data lineage is designed to work with many disparate data sources.

Infrastructure 225

Infrastructure Big Data Transportation Architecture 225

O'Reilly

OCTOBER 19, 2021

This is both frustrating for companies that would prefer making ML an ordinary, fuss-free value-generating function like software engineering, as well as exciting for vendors who see the opportunity to create buzz around a new category of enterprise software. The new category is often called MLOps. This approach is not novel.

DevOps 145

DevOps Software Engineering Open Source Infrastructure 145

High Scalability

AUGUST 4, 2020

has hours of system design content. They also do live system design discussions every week. T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Learn the stuff they don't teach you in the AWS docs. Who's Hiring?

Education 115

Education AWS Scalability Java 115

The Netflix TechBlog

APRIL 26, 2022

We will share how its design has evolved over the years and the lessons learned while building it. To understand Axion’s design, we need to know the various components that interact with it. The motivation has not changed since then; the design has. Design evolution Axion fact store has four components?—?fact

Storage 195

Storage Design Scalability Latency 195

High Scalability

JUNE 11, 2020

has hours of system design content. They also do live system design discussions every week. T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Learn the stuff they don't teach you in the AWS docs. Who's Hiring?

Education 105

Education AWS Scalability Java 105

The Netflix TechBlog

DECEMBER 3, 2019

mainly because of mundane reasons related to software engineering. By design, Metaflow is a deceptively simple Python library: Data scientists can structure their workflow as a Directed Acyclic Graph of steps, as depicted above. It leverages elasticity of the cloud by design?—?both both for compute and storage.

Open Source 135

Open Source AWS Infrastructure Energy 135

High Scalability

SEPTEMBER 3, 2020

has hours of system design content. They also do live system design discussions every week. T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Learn the stuff they don't teach you in the AWS docs. Who's Hiring?

Education 105

Education AWS Scalability Java 105

High Scalability

JULY 8, 2020

has hours of system design content. They also do live system design discussions every week. T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Learn the stuff they don't teach you in the AWS docs. Who's Hiring?

Education 102

Education AWS Scalability Java 102

High Scalability

OCTOBER 14, 2020

has hours of system design content. They also do live system design discussions every week. T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Learn the stuff they don't teach you in the AWS docs. Who's Hiring?

Education 102

Education AWS Scalability Java 102

High Scalability

SEPTEMBER 18, 2020

has hours of system design content. They also do live system design discussions every week. T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Learn the stuff they don't teach you in the AWS docs. Who's Hiring?

Education 102

Education AWS Scalability Java 102

High Scalability

JULY 8, 2020

has hours of system design content. They also do live system design discussions every week. T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Learn the stuff they don't teach you in the AWS docs. Who's Hiring?

Education 100

Education AWS Scalability Java 100

High Scalability

MAY 26, 2020

has hours of system design content. They also do live system design discussions every week. Scrapinghub is hiring a Senior Software Engineer (Big Data/AI). this is going to be a challenging journey for any backend engineer! Learn the stuff they don't teach you in the AWS docs. Learn the Good Parts of AWS.

Education 100

Education AWS Software Engineering Scalability 100

High Scalability

DECEMBER 22, 2020

has hours of system design content. They also do live system design discussions every week. T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Learn the stuff they don't teach you in the AWS docs. InterviewCamp.io

Education 100

Education AWS Scalability Java 100

High Scalability

DECEMBER 8, 2020

has hours of system design content. They also do live system design discussions every week. T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Learn the stuff they don't teach you in the AWS docs. InterviewCamp.io

Education 100

Education AWS Scalability Java 100

High Scalability

NOVEMBER 24, 2020

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Education 100

Education AWS Scalability Java 100

High Scalability

NOVEMBER 10, 2020

has hours of system design content. They also do live system design discussions every week. T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Learn the stuff they don't teach you in the AWS docs. Who's Hiring?

Education 100

Education AWS Scalability Java 100

High Scalability

SEPTEMBER 29, 2020

has hours of system design content. They also do live system design discussions every week. T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Learn the stuff they don't teach you in the AWS docs. Who's Hiring?

Education 100

Education AWS Scalability Java 100

High Scalability

MARCH 8, 2021

has hours of system design content. They also do live system design discussions every week. T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Learn the stuff they don't teach you in the AWS docs. InterviewCamp.io

Education 100

Education AWS Scalability Java 100

High Scalability

FEBRUARY 17, 2021

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Education 100

Education AWS Scalability Java 100

High Scalability

FEBRUARY 2, 2021

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Education 100

Education AWS Scalability Java 100

High Scalability

JANUARY 25, 2021

has hours of system design content. They also do live system design discussions every week. T riplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Learn the stuff they don't teach you in the AWS docs. InterviewCamp.io

Education 100

Education AWS Scalability Java 100

High Scalability

JANUARY 5, 2021

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Education 100

Education AWS Scalability Java 100

High Scalability

MARCH 18, 2021

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Education 100

Education DevOps AWS Scalability 100

The Morning Paper

MARCH 3, 2020

It takes you through the thinking processes and engineering practices behind the design of a key part of the control plane for AWS Elastic Block Storage (EBS): the Physalia database that stores configuration information. Engineering decisions involve making lots of trade-offs. Millions of tiny databases , Brooker et al.,

Database 106

Database AWS Network Design 106

The Netflix TechBlog

FEBRUARY 9, 2021

Before designing a solution it’s important to understand the main product requirements for such a feature: The content needs to be new, relevant, and regional (not all countries have the same catalogue). To support the demands of our stakeholders we designed a Domain Specific Language (DSL) that we call an asset generation recipe.

Engineering 172

Engineering Storage Latency Entertainment 172

O'Reilly

MAY 19, 2020

AWS is far and away the cloud leader, followed by Azure (at more than half of share) and Google Cloud. But most Azure and GCP users also use AWS; the reverse isn’t necessarily true. More than one-third have adopted site reliability engineering (SRE); slightly less have developed production AI services. .

Cloud 144

Cloud Serverless AWS DevOps 144

The Netflix TechBlog

OCTOBER 18, 2022

As the usage increased, we had to vertically scale the system to keep up and were approaching AWS instance type limits. It serves thousands of users, including data scientists, data engineers, machine learning engineers, software engineers, content producers, and business analysts, for various use cases.

Java 211

Java Scalability Traffic Architecture 211

The Netflix TechBlog

OCTOBER 16, 2019

This post is a high level overview of the design and architecture of Gutenberg. An important point to note is that Gutenberg is not designed as an eventing system?—?it Gutenberg, however, is designed for publishing and consuming an entire immutable view of a dataset. for example to train machine-learned models.

Cache 191

Cache Architecture Metrics Java 191

The Netflix TechBlog

NOVEMBER 3, 2022

Central timestamping to facilitate linearizability in read replicas is similar to the Calvin system (example real-world implementations in systems like FoundationDB ) as well as the replica watermarking in AWS Aurora. V., & Gharachorloo, K.

Cache 233

Cache Latency Traffic Systems 233

The Netflix TechBlog

AUGUST 16, 2023

By Arthur Gonigberg , Argha C Plaintext Past When Zuul was designed and developed , there was an inherent assumption that connections were effectively free, given we weren’t using mutual TLS (mTLS). Each of the 3 colors represents our deployment regions in AWS, and the blue vertical line shows when we turned on the feature.

Traffic 178

Traffic Servers Google Metrics 178

All Things Distributed

DECEMBER 18, 2012

After the AWS re: Invent conference I spent two weeks in Europe for the last customer visits of the year. Although there are still a few very exciting AWS news updates to happen this year. Jul 6 - End-To-End Arguments in System Design , by J. Werner Vogels weblog on building scalable and robust distributed systems. Comments ().

Operating System 131

Operating System Cache AWS Scalability 131

O'Reilly

NOVEMBER 26, 2024

Examples of these skills are artificial intelligence (prompt engineering, GPT, and PyTorch), cloud (Amazon EC2, AWS Lambda, and Microsoft’s Azure AZ-900 certification), Rust, and MLOps. For example in Topic 1, the skills “AWS” and “cloud” map to the job titles cloud engineer, AWS solutions architect, and technology consultant.

Education 110

Education Azure AWS Java 110