The Netflix TechBlog

MAY 28, 2021

That person grew up dreaming of working in the entertainment industry. Upon graduation, they received an offer from Netflix to become an analytics engineer, and pursue their lifelong dream of orchestrating the beautiful synergy of analytics and entertainment. Pretty straightforward, right?!

Healthcare 209

Healthcare Entertainment Analytics Programming 209

The Netflix TechBlog

JUNE 20, 2024

At Netflix, we aspire to entertain the world, and our data engineering teams play a crucial role in this mission by enabling data-driven decision-making at scale. To handle errors efficiently, Netflix developed a rule-based classifier for error classification called “Pensive.”

Data Engineering 206

Data Engineering Engineering Entertainment Software Engineering 206

Percona

NOVEMBER 9, 2023

Kubernetes can be complex, which is why we offer comprehensive training that equips you and your team with the expertise and skills to manage database configurations, implement industry best practices, and carry out efficient backup and recovery procedures. Just consider the sheer number of people who stream Netflix every night!

Efficiency 117

Efficiency Cloud Healthcare Open Source 117

The Netflix TechBlog

FEBRUARY 1, 2022

While this is a relatively stream-lined process, it is not as efficient if a candidate is interested in or qualified for multiple roles within the organization. Your work centers around raising levels of abstraction to improve development at scale and creating engineering efficiencies.

Engineering 208

Engineering Games Entertainment Innovation 208

The Netflix TechBlog

AUGUST 1, 2022

stream processing) is one of the key factors that enable Netflix to maintain its leading position in the competition of entertaining our users. More Processing Patterns And Better Efficiency People use Data Mesh not only to move data. They often also want to process or transform their data along the way.

Processing 273

Processing Transportation Entertainment Tuning 273

Dynatrace

JUNE 20, 2023

We use mobile apps to communicate, entertain us, conduct business, shop, and much more—on the go, anytime and anywhere. With the introduction of Jetpack Compose and SwiftUI , the development of mobile apps has become more accessible, efficient, and streamlined. As people typically spend 4.8

Mobile 299

Mobile Monitoring Entertainment Innovation 299

The Netflix TechBlog

JUNE 13, 2023

Behind these perfect moments of entertainment is a complex mechanism, with numerous gears and cogs working in harmony. Migrating Stateful Systems Clean-up Clean-up of any migration-related code and configuration after the migration is crucial to ensure the system runs smoothly and efficiently and we don’t build up tech debt and complexity.

Traffic 285

Traffic Metrics Systems Strategy 285

O'Reilly

NOVEMBER 19, 2024

The haphazard results may be entertaining, although not quite based in fact. This latter approach with node embeddings can be more robust and potentially more efficient. RAG provides a way to “ground” answers within a selected set of content. One more embellishment is to use a graph neural network (GNN) trained on the documents.

Open Source 127

Open Source Healthcare Database Entertainment 127

The Netflix TechBlog

MAY 1, 2019

We’re really proud of the improvements we’ve brought to the video experience, but the focus on those makes it easy to overlook the importance of sound , and sound is every bit as important to entertainment as video. We expect these bitrates to evolve over time as we get more efficient with our encoding techniques.

Engineering 274

Engineering Network Media Entertainment 274

The Netflix TechBlog

FEBRUARY 16, 2021

By Budhaditya Das , Wallace Wang , and Scott Yao At Netflix, we aspire to entertain the world. Operational Efficiency: The majority of the changes require metadata configuration files and library code changes, usually taking days of testing and service release to adopt the updates. What’s Next?

Mobile 218

Mobile Engineering Infrastructure Scalability 218

The Netflix TechBlog

FEBRUARY 10, 2021

It can be a nightmare to work efficiently. A typical day for a production employee could require using a handful of these applications to entertain our members across the world. Hawkins is the namesake that established the basis for a design system used across the Netflix Studio ecosystem.

Design 236

Design Systems Engineering Entertainment 236

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. Wednesday?—?December

AWS 100

AWS Entertainment Open Source Benchmarking 100

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. Wednesday?—?December

AWS 100

AWS Entertainment Open Source Benchmarking 100

The Netflix TechBlog

MARCH 7, 2024

Example use case: Content Knowledge Graph Our knowledge graph of the entertainment world encodes relationships between titles, actors and other attributes of a film or series, supporting all aspects of business at Netflix. A key challenge in creating a knowledge graph is entity resolution.

Systems 235

Systems Media Cache Open Source 235

Smashing Magazine

DECEMBER 17, 2021

The modern HMI is a mix of a car control center with an entertainment system. Digital cockpit and entertainment system. While there are many reasons why people do what they do, the primary motivator is efficiency. vehicle settings such as suspension, climate control, entertainment system, and so on). More after jump!

Design 125

Design Entertainment Mobile Automotive 125

The Netflix TechBlog

JANUARY 11, 2022

Growth Advertising At Netflix, we want to entertain the world ! As a result, we are risk averse in decision making and actively mitigate the probability of purchasing ads that are not efficiently attracting new members. A/B tests are used throughout Netflix to deliver more joy to current and future members.

Innovation 245

Innovation Metrics Engineering Testing 245

The Netflix TechBlog

MARCH 2, 2021

We worked in different industries before joining Netflix, including tech, entertainment, retail, science policy, and research. I appreciate that Netflix’s culture allows me to gain insights into various aspects of the business, providing helpful context for me to work more efficiently, and potentially with a larger impact.

Analytics 216

Analytics C++ Innovation Engineering 216

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. Here are the bombshell paragraphs: Our datacenter applications seek ever more CPU-efficient and lower-latency communication, which Pony Express delivers. The desire for CPU efficiency and lower latencies is easy to understand.

Network 92

Network Transportation Latency Entertainment 92

Scalegrid

DECEMBER 6, 2023

ScaleGrid’s comprehensive solutions provide automated efficiency and cost reduction while offering tailored features such as predictive analytics for businesses of all sizes. This automation of processes allows more time dedicated to fulfilling core tasks efficiently without any extra effort required on your part.

Database 130

Database Cloud Hardware Storage 130

Alex Russell

APRIL 29, 2021

Combined with (delayed) advanced graphics APIs and threading support, WebXR enables critical immersive, low-friction commerce and entertainment on the web. Efficiently enables new styles of drawing content on the web , removing many hard tradeoffs between visual richness , accessibility, and performance. Form-associated Web Components.

Media 145

Media Games Education Engineering 145

VoltDB

AUGUST 8, 2024

Improved operational efficiency Real-time data platforms enhance operational efficiency by providing timely insights and automating processes. As an added bonus, as operational efficiency improves, margins increase and money is spent more effectively.

IoT 52

IoT Latency Traffic Logistics 52

The Agile Manager

OCTOBER 31, 2014

This final state is an efficient economic relationship for buyer and seller. Social media is a form of entertainment that shifts people's allocation of their leisure time. The buyer has more flattering financial statements and can negotiate for non-core services at a gross level (e.g., a single cost per employee).

Social Media 40

Social Media Entertainment Airlines Technology 40

The Agile Manager

JANUARY 31, 2020

There is an alternative perspective that is far more optimistic : digital companies drive down costs through hyper-efficiency (speed, automation and machine scale) and price transparency. The argument for this invisible efficiency is that economic models have simply failed to change in ways that reflect this phenomenon.

Energy 52

Energy Government Entertainment Innovation 52

Tech News Gather

JULY 16, 2022

Money Lover is an app that manages the user’s finances in a manner that is both entertaining and interesting, keeping tabs on all of the user’s financial actions and keeping track of the user’s budget and the money they spend. Money Lover. This software is the most appealing option among those focused on finances.

Entertainment 52

Entertainment Google Programming Games 52

Testsigma

FEBRUARY 18, 2020

Some of those vital areas of supply management system where AI can make the process more efficient, simple and easy are. Automate Vehicles in Distribution Centers and Other Logistics Operations: AI programmed robotic vehicles following the most efficient routes can be used to store and pick items.

Artificial Intelligence 52

Artificial Intelligence Healthcare Programming Logistics 52

The Agile Manager

AUGUST 31, 2015

We don't equate investing in Microsoft with investing in King Digital Entertainment. They'll see investments in tech that drive a bit more efficiency out of their existing way of doing things (such as manufacturing or supply chain technology) far easier to conceptualize and pursue than high-risk, exploratory investments or acquisitions.

Entertainment 40

Entertainment Innovation Technology Technology 40

Enprowess

AUGUST 24, 2021

This way, developers can code quickly and efficiently by using reusable and faster coding methods. It is an entertainment factor that keeps site visitors involved throughout the page loading process. It’s prebuilt with Bootstrap components and provides a fluid interface-handling expertise. 10) Tailwind UI. 14) React Spinner.

Open Source 83

Open Source Mobile Code Design 83

Testsigma

JULY 24, 2021

You get the drift — more and more people are using smartphones every day for both essentials and entertainment. And to give you the power of testing with speed and for increased test efficiency — automation testing is the way to go. As per Data Reportal , there are over 5.27

Testing Tools 52

Testing Tools Mobile Testing Entertainment 52

Tech News Gather

APRIL 18, 2023

Today, mobile apps are no longer just a way of providing information and entertainment but act as an add-on for a company’s brand. MVP is important in business app development because of its cost-efficient properties. With a rapid increase in smartphone usage, the mobile application market is rapidly expanding globally.

Mobile 52

Mobile Small Business Open Source Entertainment 52

Brendan Gregg

SEPTEMBER 5, 2017

I wrote a page on it: [perf]. - **eBPF**: tracing features completed in 2016, this provides efficient programmatic tracing to existing kernel frameworks. I also wrote and published an entertaining SMF manifest that played music. It's the official profiler. A lot of people got it and learned to love SMF.

Virtualization 75

Virtualization AWS Engineering Hardware 75

Apica

OCTOBER 24, 2019

Centralizing the technology would improve efficiency and take the company in a more strategic direction for other deployments moving forward. As the final seasons of the program approached, the network made a decision to bring streaming capabilities into the company and develop its own comprehensive streaming platform.

Scalability 40

Scalability Games Programming Network 40

Apica

MARCH 31, 2022

From an operational standpoint, I would say that it’s at least improved our monitoring efficiency by 5% to 10%.”. The dashboard view tells you the health of the services that we have monitored, and how the health of the entire infrastructure is doing at a glance.

Monitoring 40

Monitoring Website Games Engineering 40

Dynatrace

OCTOBER 28, 2021

In 2009, the purveyor of online videos migrated to AWS cloud infrastructure to deliver its entertainment to a growing audience. It created more uncertainty than the load balancing issues the entertainment firm saw in its data centers. But the cloud brought new complexities, such as increasing connections and dependencies.

Engineering 264

Engineering Entertainment Cloud Infrastructure 264

The Netflix TechBlog

SEPTEMBER 22, 2021

These metrics include measures of member engagement with Netflix: are the ideas we are testing helping our members to choose Netflix as their entertainment destination on any given night? How do we most efficiently analyze the data? There’s a lot of statistics involved as well?—?how how large a difference is considered significant?

Testing 246

Testing Entertainment Metrics Social Media 246

O'Reilly

APRIL 23, 2024

Hence a wealth of information creates a poverty of attention and a need to allocate that attention efficiently among the overabundance of information sources that might consume it.” These are all astonishing tools for making our limited capacity for attention more efficient. Attention allocation was outsourced to the machines.

Social Media 135

Social Media Google Internet Internet 135

Tasktop

AUGUST 29, 2019

In a fast-paced and entertaining style, three luminaries of the DevOps movement deliver a story that anyone who works in IT will recognize. The Phoenix Project. Author: Gene Kim. A crucial read for anyone in the industry. If you haven’t already done so, add this to your bookshelf immediately! “In For more information, visit: [link].

DevOps 40

DevOps Entertainment Innovation Strategy 40

The Agile Manager

JUNE 30, 2019

It isn't a stretch to say that automakers are executors of public policy on the combination of transportation (mobility is good), labor (jobs are good), energy (fuel efficiency is good), and environment (clean air is good). In this way, government can get its citizenry mobile with fewer negative consequences.

Transportation 40

Transportation Government Automotive Media 40