All Things Distributed

JUNE 18, 2024

An open-source tool written in Rust for summarizing meetings and other media that uses AWS services, such as S3, Transcribe, and Bedrock. After a few code reviews from Rustaceans at Amazon and a bit of polishing, I'm ready to share the Distill CLI.

Media 218

Media Efficiency Open Source AWS 218

The Netflix TechBlog

JULY 2, 2025

Acknowledgments This achievement is the result of a collaborative effort among several Open Connect teams at Netflix, including Video Algorithms, Media Encoding Pipeline, Media Foundations, Infrastructure Capacity Planning, and Open Connect Control Plane.

Media 186

Media Storage Innovation Infrastructure 186

The Netflix TechBlog

MAY 7, 2025

Seeing the lack of dedicated Dialogue Intelligibility Meter plugins for Digital Audio Workstations, we teamed up with industry leaders, Fraunhofer Institute for Digital Media Technology IDMT (Fraunhofer IDMT) and Nugen Audio to pioneer a solution that enhances creative control and ensures crystal-clear dialogue from mix to final delivery.

Entertainment 226

Entertainment Media Innovation Technology 226

DZone

DECEMBER 30, 2024

When you consider marketing campaigns, seasonal spikes, or social media virality episodes, this demand can overshoot projections and bring systems to a grinding halt. Todays applications must simultaneously serve millions of users, so high performance is a hard requirement for this heavy load.

Traffic 147

Traffic Social Media Testing Media 147

DZone

DECEMBER 24, 2024

Social media networks, service marketplaces, and online shops all rely heavily on real-time messaging. Instant communication is essential for platforms like TaskRabbit, Thumbtack, and a multitude of others. Yet, building a real-time messaging system is anything but simple.

Social Media 162

Social Media Systems Development Media 162

DZone

JANUARY 24, 2025

However, whether its spotting fraud in banking and eCommerce, moderating content on social media and any other sites with user-generated content, or identifying anomalies, it is a balancing act between strong security and a smooth user experience.

Social Media 147

Social Media Ecommerce Media Tuning 147

Smashing Magazine

MARCH 25, 2021

How To Boost Media Performance On A Budget. How To Boost Media Performance On A Budget. Unquestionably, media enlivens websites, adding appeal, excitement, and intrigue, let alone enticements to stay on a page and frequently revisit it. Of the many factors that affect page-load speed, media is a significant one.

Media 122

Media Performance Mobile Latency 122

The Netflix TechBlog

MARCH 24, 2025

We enabled HDR10+ on Netflix using the AV1 video codec that was standardized by the Alliance for Open Media (AOM) in 2018. This will further augment Netflixs growing HDR ecosystem, preserve creative intent on even more devices, and provide a more immersive viewing experience. AV1 is one of the most efficient codecs available today.

Innovation 260

Innovation Mobile Media Efficiency 260

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 121

Social Media Media Website Airlines 121

Dynatrace

OCTOBER 16, 2024

Accelerate data exploration with seamless integration between apps In developing the new Dynatrace experience, our goal was to integrate apps seamlessly by sharing the context when navigating between them (known as “intent”), much like sharing a photo from your smartphone to social media.

Social Media 263

Social Media Metrics Network Analytics 263

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

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 103

Media Website Availability Code 103

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 278

Website Monitoring Retail Media 278

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

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 95

Media Network Code Processing 95

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 252

Media Social Media Tuning Engineering 252

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 290

Media Latency Architecture Database 290

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 246

Cloud Media Storage Cache 246

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 255

Network Media Transportation Traffic 255

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 254

Processing Media Latency Innovation 254

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 243

Serverless Media Latency Social Media 243

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

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 308

Scalability Latency Media Architecture 308

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 317

Network Media Innovation Serverless 317

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 235

Social Media Database Media Processing 235

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 243

Innovation Social Media Government Media 243

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

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 279

Games Social Media Media Innovation 279

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

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

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 245

Artificial Intelligence Social Media Media Government 245

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 207

Technology Technology Open Source Media 207

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 252

Systems Media Cache Open Source 252

The Netflix TechBlog

MAY 21, 2025

Authors: Sejoon Oh , Moumita Bhattacharya , Yesu Feng , Sudarshan Lamkhede , Ko-Jen Hsiao , and JustinBasilico Motivation Recommender systems have become essential components of digital services across e-commerce, streaming media, and social networks [1, 2].

Artificial Intelligence 182

Artificial Intelligence C++ Architecture Innovation 182

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 193

Media Scalability Architecture Strategy 193

Dynatrace

JULY 18, 2023

Make sure to stay connected with our social media pages. During the discussion, Edenzon highlights how automated governance can positively impact an organization’s compliance with and enforcement of industry, government, and corporate policies. He also shares how it can increase efficiency for development teams.

Government 246

Government Efficiency Social Media Media 246