The Netflix TechBlog

FEBRUARY 25, 2021

However, high level operations performed on client devices, such as seeking, do not need to be aware of the elementary syntax and benefit from a codec-agnostic format. Simplified architecture of a streaming preparation pipeline A key feature that our members rightfully deserve when playing audio, video, and timed text is synchronization.

Technology 181

Technology Technology Open Source Media 181

Percona

NOVEMBER 9, 2023

When you combine all of this, you can ensure that your apps are allotted the appropriate amount of CPU and memory in the most effective way possible, saving you money and improving performance. The seamless shopping experience is ensured by Kubernetes, which assists in automatically scaling web applications to handle this increased load.

Efficiency 103

Efficiency Cloud Healthcare Open Source 103

The Netflix TechBlog

JANUARY 11, 2022

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 !

Innovation 243

Innovation Metrics Engineering Testing 243

The Morning Paper

NOVEMBER 10, 2019

You need a lot of software engineers and the willingness to rewrite a lot of software to entertain that idea. Rather than reimplement TCP/IP or refactor an existing transport, we started Pony Express from scratch to innovate on more efficient interfaces, architecture, and protocol. Performance numbers. Enter Google!

Network 92

Network Transportation Latency Entertainment 92

The Netflix TechBlog

FEBRUARY 9, 2021

entertainment?—?and We can leverage high performance VMs in AWS to generate the assets. Even with high performance VMs, generating 1000s of assets can take a long time. Here’s what the final architecture looked like. In some cases, like the homepage, this even involves providing appropriate imagery (e.g.,

Engineering 165

Engineering Storage Latency Entertainment 165

All Things Distributed

NOVEMBER 15, 2016

The data infrastructure to collect, store, and process data is geared primarily towards developers and IT professionals whereas insights need to be derived by not just technical professionals but also non-technical business users. and “Why is my most profitable region not growing?”

Analytics 152

Analytics Availability Media Social Media 152

Enprowess

SEPTEMBER 28, 2021

React JS is one of the most common web app frameworks favoured by many developers due to its easy learning curve and reusability. Since it’s an open-source JavaScript library, developers can access plenty of tools and resources for developing an excellent web app. Performance. Lacks in MVC architecture.

Open Source 52

Open Source Mobile Entertainment Virtualization 52

The Netflix TechBlog

NOVEMBER 12, 2019

Every aspect is personalized With systems driven by machine learning, it is important to measure the overall system-level impact of changes to a model, not just the local impact on the model performance itself. In Machine Learning, offline metrics are often used to measure the performance of model changes on historical data.

Metrics 124

Metrics Government Systems Testing 124

Brendan Gregg

MAY 16, 2017

You might imagine that at some point we had a major scaling crises, where it looked like we'd fail due to an architectural bottleneck, and engineers worked long nights and weekends to save Netflix from certain disaster. Most of my day is a 50/50 mixture of proactive projects, and reactive performance analysis. or at least try to!

Java 75

Java Entertainment Engineering Scalability 75

The Netflix TechBlog

NOVEMBER 12, 2019

Every aspect is personalized With systems driven by machine learning, it is important to measure the overall system-level impact of changes to a model, not just the local impact on the model performance itself. In Machine Learning, offline metrics are often used to measure the performance of model changes on historical data.

Metrics 100

Metrics Government Systems Testing 100

The Netflix TechBlog

NOVEMBER 12, 2019

Every aspect is personalized With systems driven by machine learning, it is important to measure the overall system-level impact of changes to a model, not just the local impact on the model performance itself. In Machine Learning, offline metrics are often used to measure the performance of model changes on historical data.

Metrics 100

Metrics Government Systems Testing 100

All Things Distributed

JULY 13, 2010

Cluster Computer Instances for Amazon EC2 are a new instance type specifically designed for High Performance Computing applications. In those days, my main goal was to take the advances in building the highly dedicated High Performance Cluster environments and turn them into commodity technologies for the enterprise to use.

Cloud 118

Cloud AWS Automotive Latency 118

Smashing Magazine

AUGUST 18, 2020

My knowledge of typography developed alongside my enthusiasm for expressive and entertaining type. I learned how to channel my often rebellious attitude to conventional design thinking to develop novel solutions to often everyday design problems. Unconventional thinking needn’t come at the expense of usability. Large preview ).

Design 119

Design Media Entertainment Website 119

Nick Desaulniers

APRIL 6, 2020

“War stories” in programming are entertaining tales of truly evil bugs that kept you up at night. My freshly built Linux kernel, built with a large new compiler feature that’s been in development for months is finally now building but is not booting. Recent work. No output. or generic. This is the key.

C++ 67

C++ Hardware Code Virtualization 67

Tasktop

NOVEMBER 7, 2019

By connecting toolchains, automating and visualizing how the key four work items flow across defined product value streams, Tasktop was able to generate flow metrics ( through our new Viz product ) to measure performance from the customer’s perspective and make data-driven decisions to improve business outcomes.

DevOps 8

DevOps Automotive Media Metrics 8