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 13, 2023

Behind these perfect moments of entertainment is a complex mechanism, with numerous gears and cogs working in harmony. Replay traffic testing gives us the initial foundation of validation, but as our migration process unfolds, we are met with the need for a carefully controlled migration process.

Traffic 285

Traffic Metrics Systems Strategy 285

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. In essence, it establishes permissions within a Kubernetes cluster.

Efficiency 117

Efficiency Cloud Healthcare Open Source 117

Dynatrace

JUNE 20, 2023

We use mobile apps to communicate, entertain us, conduct business, shop, and much more—on the go, anytime and anywhere. To ensure consistent progress in app development, it’s crucial to stay updated and integrate these innovations into your development process. As people typically spend 4.8 Auto-capture support has been expanded.

Mobile 299

Mobile Monitoring Entertainment Innovation 299

O'Reilly

NOVEMBER 19, 2024

The haphazard results may be entertaining, although not quite based in fact. While the overall process may be more complicated in practice, this is the gist. 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.

Open Source 125

Open Source Healthcare Entertainment Database 125

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

MARCH 7, 2024

In addition to Spark, we want to support last-mile data processing in Python, addressing use cases such as feature transformations, batch inference, and training. We use metaflow.Table to resolve all input shards which are distributed to Metaflow tasks which are responsible for processing terabytes of data collectively.

Systems 235

Systems Media Cache Open Source 235

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

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 2, 2021

We worked in different industries before joining Netflix, including tech, entertainment, retail, science policy, and research. I started working at a local payment processing company after graduation, where I built survival models to calculate lifetime value and experimented with them on our brand new big data stack.

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. Enter Google! Emphasis mine). It reminds me of ZeroMQ.

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. Safeguarding information privacy must be taken very seriously as any processing entrusted to outside suppliers could become a cause for concern.

Database 130

Database Cloud Hardware Storage 130

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 133

Social Media Google Internet Internet 133

VoltDB

AUGUST 8, 2024

Real-time data platform defined A real-time data platform is designed to ingest, process, analyze, and act upon data instantaneously — right when it’s generated or received. Improved operational efficiency Real-time data platforms enhance operational efficiency by providing timely insights and automating processes.

IoT 52

IoT Latency Traffic Logistics 52

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

The Agile Manager

OCTOBER 31, 2014

This final state is an efficient economic relationship for buyer and seller. In the process, it siphons market share by shifting market participants from one activity to another. Social media is a form of entertainment that shifts people's allocation of their leisure time. a single cost per employee).

Social Media 40

Social Media Entertainment Airlines Technology 40

Testsigma

FEBRUARY 18, 2020

AI evolves basically around 2 stages of the learning process: 1. Deep learning: employs artificial neural networks that keep learning constantly by processing both negative and positive data. Natural Language Processing: the capability of the machine to understand human language as it is spoken. Artificial Narrow Intelligence.

Artificial Intelligence 52

Artificial Intelligence Healthcare Programming Logistics 52

Enprowess

AUGUST 24, 2021

It promotes the creation of your own boilerplate and helps you initiate the app development process smoothly. 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.

Open Source 83

Open Source Mobile Code Design 83

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

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 Which one are you keen on trying out? PC: freepik.com.

Testing Tools 52

Testing Tools Mobile Testing Entertainment 52

Brendan Gregg

SEPTEMBER 5, 2017

There's also a ZFS send/recv code path that should try to use the TASK_INTERRUPTIBLE flag (as suggested by a coworker), to avoid a kernel hang (can't kill -9 the process). I wrote a page on it: [perf]. - **eBPF**: tracing features completed in 2016, this provides efficient programmatic tracing to existing kernel frameworks. amazon").

Virtualization 75

Virtualization AWS Engineering Hardware 75

Apica

MARCH 31, 2022

From the complexity side, it is very possible to do pretty much everything on Apica: down to logging in and up deposit, doing other processes inside your website, and loading slot machines to make sure external providers are loading correctly.”. The WebHooks are obviously really great,” said Greg A.,

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

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 Goal: A Process of Ongoing Improvement. The Phoenix Project. Author: Gene Kim. A crucial read for anyone in the industry. For more information, visit: [link]. Authors: Eliyahu M.

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

The Netflix TechBlog

DECEMBER 17, 2024

We kick off with a few topics focused on how were empowering Netflix to efficiently produce and effectively deliver high quality, actionable analytic insights across the company. At Netflix, we seek to entertain the world by ensuring our members find the shows and movies that will thrill them. dashboarding, analysis, research, etc.).

Analytics 212

Analytics Engineering Entertainment Metrics 212

The Netflix TechBlog

JANUARY 6, 2025

Check out Part 1 , which detailed how were empowering Netflix to efficiently produce and effectively deliver high quality, actionable analytic insights across the company and Part 2 , which stepped through a few exciting business applications for Analytics Engineering. Need to catch up?

Analytics 202

Analytics Engineering Cache Entertainment 202