DZone

JANUARY 3, 2024

Nevertheless, their adaptability and affordability have prompted their adoption in several projects and applications, including robotics, media centers, and home automation. These tiny, ARM-based processor-powered devices were initially created for educational uses to advance computer science instruction in schools.

Virtualization 321

Virtualization Education Media Hardware 321

High Scalability

JANUARY 11, 2022

User Feed Service, Media Counter Service) read the actions from the streaming data store and performs their specific tasks. media search index, locations search index, and so forth) in future. For instance, the LikeEvent can be read by the Media Counter Service and is used to update the media count in the data storage.

Design 334

Design Media Storage Logistics 334

Smashing Magazine

FEBRUARY 3, 2022

Reducing The Web’s Carbon Footprint: Optimizing Social Media Embeds. Reducing The Web’s Carbon Footprint: Optimizing Social Media Embeds. The Impact Of Social Media Embeds. Redesigning the social media coverage is briefly mentioned as one way to save approximately 1.4MB. Michelle Barker. 2022-02-03T12:00:00+00:00.

Social Media 104

Social Media Media Website Airlines 104

The Netflix TechBlog

JANUARY 10, 2024

When Reloaded was designed, we focused on a single use case: converting high-quality media files (also known as mezzanines) received from studios into compressed assets for Netflix streaming. To achieve this, Cosmos was developed as a computing platform for workflow-driven, media-centric microservices.

Processing 240

Processing Media Latency Innovation 240

The Netflix TechBlog

SEPTEMBER 24, 2021

By Xiaomei Liu , Rosanna Lee , Cyril Concolato Introduction Behind the scenes of the beloved Netflix streaming service and content, there are many technology innovations in media processing. Packaging has always been an important step in media processing.

Cloud 242

Cloud Media Storage Cache 242

The Netflix TechBlog

NOVEMBER 6, 2023

Video embeddings are precomputed on the shot level, stored in our media feature store , and replicated to an elastic search cluster for real-time nearest neighbor queries. If you’re interested in more details, see our other post covering the Media Understanding Platform. Conclusion Finding a needle in a haystack is hard.

Media 237

Media Social Media Tuning Engineering 237

Smashing Magazine

OCTOBER 16, 2023

Gatsby Headaches: Working With Media (Part 2) Gatsby Headaches: Working With Media (Part 2) Juan Diego Rodríguez 2023-10-16T13:00:00+00:00 2023-10-16T16:23:46+00:00 Gatsby is a true Jamstack framework. That includes media files, like images, video, and audio. Which plugins should be used for certain types of media?

Media 90

Media Website Availability Code 90

DZone

SEPTEMBER 26, 2023

For more: Read the Report The cloud is seamlessly integrated with almost all aspects of life, like business, personal computing, social media, artificial intelligence, Internet of Things, and more. This is an article from DZone's 2023 Database Systems Trend Report.

Social Media 269

Social Media Artificial Intelligence Media Internet 269

The Netflix TechBlog

MARCH 1, 2021

Background The Media Cloud Engineering and Encoding Technologies teams at Netflix jointly operate a system to process incoming media files from our partners and studios to make them playable on all devices. Our response was to create Cosmos, a platform for workflow-driven, media-centric microservices. debian packages).

Serverless 236

Serverless Media Latency Social Media 236

The Netflix TechBlog

APRIL 20, 2020

would reduce play delay, as we are no longer required to wait for the handshake to finish and we can instead issue the HTTP request for media data and receive the HTTP response for media data earlier. Media Rebuffer At Netflix, we define a media rebuffer as a non-network originated rebuffer. Since TLS 1.3’s

Network 247

Network Media Transportation Traffic 247

The Netflix TechBlog

MARCH 7, 2023

by Varun Sekhri , Meenakshi Jindal , Burak Bacioglu Introduction At Netflix, to promote and recommend the content to users in the best possible way there are many Media Algorithm teams which work hand in hand with content creators and editors. Teams generally want to run algorithms and create annotations using all those media files.

Media 275

Media Latency Architecture Database 275

DZone

DECEMBER 13, 2024

Data is being generated from various sources, including electronic devices, machines, and social media, across all industries. However, unless it is processed and stored effectively, it holds little value. A significant evolution is taking place in the way data is organized for further analysis.

Social Media 200

Social Media Database Media Processing 200

DZone

MARCH 1, 2023

Jacob Thornton, another developer, and they both worked in the Twitter organization, which is a popular social media website. The above statement was said by Mark Otto, one of the developers of Bootstrap. However, even though we see a beautiful landscape as an end-user, the story differs for the developers responsible for building it.

Social Media 274

Social Media Media Testing Website 274

The Netflix TechBlog

JANUARY 25, 2023

Our team, Asset Management Platform, owns a different service that has a json based DSL to describe the schema of a media asset. We have several ML algorithms which scan Netflix media assets (images and videos) and create very interesting data for example identifying characters in frames or identifying match cuts.

Scalability 293

Scalability Latency Media Architecture 293

The Netflix TechBlog

NOVEMBER 17, 2022

Integrating neural networks into our next-generation encoding platform The Encoding Technologies and Media Cloud Engineering teams at Netflix have jointly innovated to bring Cosmos , our next-generation encoding platform, to life.

Network 302

Network Media Innovation Serverless 302

Smashing Magazine

OCTOBER 9, 2023

Gatsby Headaches: Working With Media (Part 1) Gatsby Headaches: Working With Media (Part 1) Juan Diego Rodríguez 2023-10-09T11:00:00+00:00 2023-10-09T21:07:06+00:00 Working with media files in Gatsby might not be as straightforward as expected. I remember starting my first Gatsby project. banner { background-image: url("./assets/images/forest-400.jpg");

Media 81

Media Network Code Processing 81

DZone

MARCH 2, 2023

Not only has near-infinitely scalable cloud storage reduced the burden of storing large video files, but CDNs (content delivery networks) deployed by video streaming and social media giants in this timeframe have all but eliminated those slow server-to-client buffering times, which initially plagued the user experience.

Social Media 281

Social Media Java Traffic Internet 281

DZone

OCTOBER 7, 2021

DZone Live is broadcast across all DZone social media channels. Our featured leaders include Kolton Andrus from Gremlin, Zac Morris from Kintaba, and Ted Young from Lightstep. Have a question or topic you want us to address? Then, be sure to leave a comment!

Social Media 245

Social Media Media 245

Dynatrace

MAY 6, 2020

Over the last two month s, w e’ve monito red key sites and applications across industries that have been receiving surges in traffic , including government, health insurance, retail, banking, and media. Media p erformance . Watching media sites including CNN, Fox News, and CNBC has been very interesting.

Website 227

Website Monitoring Retail Media 227

DZone

JUNE 8, 2020

There are the above-mentioned family ones, social media, and what’s amounting to an endless stream of news. Oh, did we mention your conference call is scheduled to start in five minutes? So many distractions abound as most of us work from home during the COVID-19 pandemic.

Social Media 246

Social Media Media Testing Performance Testing 246

The Netflix TechBlog

MARCH 7, 2024

Berg , Romain Cledat , Kayla Seeley , Shashank Srikanth , Chaoying Wang , Darin Yu Netflix uses data science and machine learning across all facets of the company, powering a wide range of business applications from our internal infrastructure and content demand modeling to media understanding.

Systems 238

Systems Media Cache Open Source 238

Dynatrace

FEBRUARY 22, 2022

Even now I feel like it’s a daily struggle because everyone judges you based on what they perceive, even with social media,” she says. The hardest part for me was everybody creating their own narrative and putting that in the media before I had a chance to speak for myself,” she says. “I But you can’t change the game alone.

Games 252

Games Social Media Media Innovation 252

DZone

MARCH 31, 2023

From social media to IoT devices, businesses are generating more data than ever before. In the digital age, data is the new currency and is being used everywhere. With this data comes the challenge of processing it in a timely and efficient way.

Processing 243

Processing Social Media IoT Media 243

The Netflix TechBlog

FEBRUARY 25, 2021

The ISO Base Media File Format (ISOBMFF) is the key packaging standard in the entertainment industry as recently recognized with a Technology & Engineering Emmy® Award by the National Academy of Television Arts & Sciences (NATAS). That is where standards play a key role. Brands are nested. We’re hiring!

Technology 192

Technology Technology Open Source Media 192

The Netflix TechBlog

AUGUST 17, 2023

To improve it, we decided to invest in creating a Media Understanding Platform , which enables us to extract meaningful insights from media that we can then surface in our creative tools. Intersection Queries across Multiple Algorithms Several media understanding algorithms return clip or short-duration video segment suggestions.

Media 179

Media Scalability Architecture Strategy 179

The Netflix TechBlog

MAY 1, 2019

Adaptive streaming is a technology designed to deliver media to the user in the most optimal way for their network connection. Media is split into many small segments (chunks) and each chunk contains a few seconds of playback data. Media is provided in several qualities. Until now, we’ve only used adaptive streaming for video.

Engineering 274

Engineering Network Media Entertainment 274

The Netflix TechBlog

NOVEMBER 9, 2021

by Liwei Guo , Ashwin Kumar Gopi Valliammal , Raymond Tam , Chris Pham , Agata Opalach , Weibo Ni AV1 is the first high-efficiency video codec format with a royalty-free license from Alliance of Open Media (AOMedia), made possible by wide-ranging industry commitment of expertise and resources.

Media 246

Media Open Source Software Engineering Efficiency 246

CSS Wizardry

NOVEMBER 9, 2018

Split Your Media Types. So if achieving Critical CSS is proving quite tricky—and it probably is—another option we have is to split our main CSS file out into its individual Media Queries. If you’re working with a large or legacy codebase, things get even more difficult…. The practical upshot of this is that the browser will….

Network 279

Network Performance Media Cache 279

Dynatrace

APRIL 11, 2022

Mike Gruss – Editor-in-chief at Sightline Media Group. Follow Sandy on social media for the latest updates! Mike Gruss, Editor-in-chief at Sightline Media Group, has eyes on all news related to DOD. Jennifer Ewbank – Deputy Director for Digital Innovation at Central Intelligence Agency.

Innovation 181

Innovation Social Media Government Media 181

The Netflix TechBlog

MARCH 10, 2023

By Meenakshi Jindal Overview At Netflix, we built the asset management platform (AMP) as a centralized service to organize, store and discover the digital media assets created during the movie production. Assets Schema got evolved that required reindexing all assets data again in ElasticSearch to support search/stats queries on new fields.

Media 245

Media Traffic Processing Design 245

Dynatrace

JULY 13, 2023

We also chat about disinformation campaigns on social media platforms and the addictive nature of social media. Krishan and I discuss the data privacy and security concerns associated with TikTok and its parent company, Bytedance. Finally, Krishan shares his insights on federal IT modernization, particularly as the U.S.

Artificial Intelligence 192

Artificial Intelligence Social Media Media Government 192

The Netflix TechBlog

DECEMBER 14, 2023

Media Data for ML Studio Creative Production In the last 2 decades, Netflix has revolutionized the way video content is consumed, however, there is significant work to be done in revolutionizing how movies and tv shows are made.

Data Engineering 266

Data Engineering Engineering Software Engineering Best Practices 266

The Netflix TechBlog

MAY 5, 2021

A file and folder interface for Netflix Cloud Services Written by Vikram Krishnamurthy , Kishore Kasi , Abhishek Kapatkar , and Tejas Chopra In this post, we are introducing Netflix Drive, a Cloud drive for media assets and providing a high level overview of some of its features and interfaces.

Media 184

Media Storage Architecture Cloud 184

The Netflix TechBlog

NOVEMBER 2, 2021

This system is responsible for processing incoming media files, such as video, audio and subtitles, and making them playable on the streaming service. Cosmos is a computing platform for workflow-driven, media-centric microservices. We call this system Cosmos.

Media 180

Media Innovation Metrics Latency 180

The Netflix TechBlog

SEPTEMBER 4, 2020

Test Area: Requested Media Profile Validation A Netflix capable STB should request accurate media streams from our cloud service for optimal user experience. The media stream format and fidelity to be requested is decided by a combination of the inherent HDMI output capabilities of the STB and that of the connected HDMI topology.

Media 171

Media Testing Entertainment Virtualization 171

The Netflix TechBlog

FEBRUARY 5, 2020

AV1 is made possible by the wide-ranging industry commitment of expertise and intellectual property within the Alliance for Open Media (AOMedia), of which Netflix is a founding member. AV1 is a high performance, royalty-free video codec that provides 20% improved compression efficiency over our VP9† encodes.

Media 169

Media Open Source Mobile Hardware 169

The Netflix TechBlog

FEBRUARY 5, 2020

AV1 is made possible by the wide-ranging industry commitment of expertise and intellectual property within the Alliance for Open Media (AOMedia), of which Netflix is a founding member. AV1 is a high performance, royalty-free video codec that provides 20% improved compression efficiency over our VP9† encodes.

Media 169

Media Open Source Mobile Hardware 169