The Netflix TechBlog

NOVEMBER 11, 2022

Each title is promoted with a custom set of artworks and video assets in support of helping each title find their audience of fans. Our goal is to empower creators with innovative tools that support them in effectively and efficiently create the best media possible.

Media 239

Media Virtualization Efficiency Innovation 239

The Netflix TechBlog

AUGUST 28, 2020

Since then, we’ve developed algorithms such as per-title encode optimizations and per-shot dynamic optimization , but these innovations were not back-ported on these premium bitstreams. We’ve worked hard over the last year to leapfrog to our most advanced encoding innovations?—?shot-optimized 8, 10, 12 and 16 Mbps?—?regardless

Network 330

Network Storage Innovation Mobile 330

The Netflix TechBlog

JUNE 5, 2023

Problem Netflix’s content catalog is composed of video captured and encoded in one of various frame rates ranging from 23.97 24→60, 25→60, etc…), which manifests as choppy video playback as illustrated below: With Judder Without Judder It is important to note that the severity of the judder depends on the replication pattern.

Entertainment 306

Entertainment Engineering Technology Technology 306

Dynatrace

JULY 13, 2023

Learn what Bernd Greifeneder, technology entrepreneur and chief innovator, has to say about ChatGPT for achieving unprecedented productivity and software innovation. The mobile video platform has dramatically surged in popularity since its launch in September 2017. Are TikTok and ChatGPT trustworthy?

Artificial Intelligence 177

Artificial Intelligence Social Media Media Government 177

Dynatrace

JANUARY 28, 2022

In a preview video for Dynatrace Perform, Andreas Grabner, DevOps activist at Dynatrace, and Lauren Horwitz, content director at Dynatrace, talk about how DevOps orchestration helps companies deliver on speed and quality by integrating tools and automating the software delivery life cycle (SDLC). Dynatrace news.

DevOps 188

DevOps Speed Innovation Cloud 188

Dynatrace

NOVEMBER 20, 2023

The path to achieving unprecedented productivity and software innovation through ChatGPT and other generative AI – blog Paired with causal AI, organizations can increase the impact and safer use of ChatGPT and other generative AI technologies. So, what is artificial intelligence? What is predictive AI?

AWS 206

AWS Artificial Intelligence Analytics Cloud 206

Dynatrace

JULY 16, 2021

The innovative technology powering these recent and future use cases comes from Keptn , our recognized CNCF open-source project. If you want more information on Keptn, then I suggest joining the Keptn Open Source community and help us drive innovation that benefits both the open-source project and Dynatrace Cloud Automation Solution.

DevOps 244

DevOps Open Source Cloud Azure 244

Dynatrace

JANUARY 5, 2023

As the globe strides into 2023 — with rapid change and macroeconomic uncertainty looming — organizations want tools and technologies that enable them to become more efficient, reduce costs, and innovate more. AIOps enables autonomous operations and boosts innovation, but you need to know how to implement it correctly.

Artificial Intelligence 147

Artificial Intelligence Innovation Technology Technology 147

Dynatrace

JUNE 1, 2023

But the pressure on CIOs to innovate faster comes at a cost. for the workout video playback feature. The ApDex SLO ensures that users have a positive experience when watching workout videos within the fitness app. and above indicates that most users find the video playback performance excellent or at least acceptable.

Latency 174

Latency Website Traffic Virtualization 174

The Netflix TechBlog

SEPTEMBER 18, 2020

They are continuously innovating compression algorithms to efficiently send high quality audio and video files to our customers over the internet. I focus on improving experimentation methodology to test how well the newest files are working: do they need less bits to stream while providing a higher video quality?

Analytics 223

Analytics Education Innovation Engineering 223

The Netflix TechBlog

JANUARY 10, 2024

The Netflix video processing pipeline went live with the launch of our streaming service in 2007. We rolled out encoding innovations such as per-title and per-shot optimizations, which provided significant quality-of-experience (QoE) improvement to Netflix members. This introductory blog focuses on an overview of our journey.

Processing 229

Processing Media Latency Innovation 229

Dynatrace

JUNE 1, 2023

But the pressure on CIOs to innovate faster comes at a cost. for the workout video playback feature. The ApDex SLO ensures that users have a positive experience when watching workout videos within the fitness app. and above indicates that most users find the video playback performance excellent or at least acceptable.

Traffic 173

Traffic Latency Website Virtualization 173

Dynatrace

MARCH 3, 2020

The IDC FutureScape: Worldwide IT Industry 2020 Predictions highlights key trends for IT industry-wide technology adoption for the next five years and includes these predictions: Hasten to innovation. By 2024, over 50% of all IT spending will be directly put towards digital transformation and innovation (up from 31% in 2018).

Performance 239

Performance Education Innovation Software Architecture 239

The Netflix TechBlog

DECEMBER 10, 2019

The most important value of our Hack Days is that they support a culture of innovation. Below, you can find videos made by the hackers of some of our favorite hacks from this event. More importantly you can also adjust the video filters in real-time to creatively downgrade the viewing experience, further enhancing the nostalgic effect.

Innovation 200

Innovation Mobile Technology Technology 200

Dynatrace

JUNE 28, 2022

Organizations can now accelerate innovation and reduce the risk of failed software releases by incorporating on-demand synthetic monitoring as a metrics provider for automatic, continuous release-validation processes. Synthetic monitors can be created with our innovative web recorder or through MONACO , our Monitoring-As-Code approach.

Monitoring 197

Monitoring Software Software DevOps 197

Adrian Cockcroft

JUNE 2, 2023

There are no videos of the talks, so I tend to be a bit more experimental and try out new content at GlueCon. My talk was on Innovation and Tipping Points, the first half was based on some content I’ve given before on how to get out of the way of innovation by speeding up time to value or idea to implementation.

Social Media 98

Social Media Innovation Open Source Entertainment 98

The Netflix TechBlog

APRIL 17, 2019

What does this example have to do with software development and video encoding? Intel and Netflix announced their collaboration on a software video encoder implementation called SVT-AV1 on April 8, 2019. The first successful digital video standard was MPEG-2, which truly enabled digital transmission of video.

Open Source 166

Open Source Scalability Speed Efficiency 166

All Things Distributed

AUGUST 28, 2019

Innovation has always been part of the Amazon DNA, but about 20 years ago, we went through a radical transformation with the goal of making our iterative process—" invent, launch, reinvent, relaunch, start over, rinse, repeat, again and again "—even faster.

AWS 164

AWS Innovation Speed Architecture 164

The Netflix TechBlog

FEBRUARY 1, 2022

Some of the areas for which we are actively seeking backend engineers include Streaming & Gaming Technologies, Product Innovation, Infrastructure, and Studio Technologies. We create innovative solutions that develop and manage entertainment at scale while helping entertain the world as members find joy in the shows and movies they love.

Engineering 199

Engineering Games Entertainment Innovation 199

Dynatrace

MARCH 13, 2020

Recognizing many of our customers have implemented similar policies, we have instructed employees to conduct our business through Zoom and other video communications serv ices. We have also made the tough but sensible decision to transition our live events from in-person to digital format. .

Innovation 210

Innovation Cloud 210

Dynatrace

SEPTEMBER 10, 2020

If you’d like to find out more about our Vienna team, meet them virtually through our video. For 10 years in a row, Vienna has been named the most livable city in the world and Dynatrace wants to be the best Tech-employer in town. And, if you’re interested in joining the team check out our latest job openings here.

Development 221

Development Virtualization Innovation Software 221

Dynatrace

NOVEMBER 9, 2022

For IT teams seeking agility, cost savings, and a faster on-ramp to innovation, a cloud migration strategy is critical. Cloud migration enables IT teams to enlist public cloud infrastructure so an organization can innovate without getting mired in managing IT infrastructure as the organization scales. . – report .

AWS 130

AWS Cloud Serverless DevOps 130

Dynatrace

OCTOBER 11, 2021

The service pairs ideally with single-use functions that tie into other services and is intended to simplify application development and accelerate innovation. On the processing side, GCF functions can interface with Google’s own AI/ML technologies to inspect video and image content. Using GCF within a video analysis workflow.

Google 218

Google Cloud Serverless Azure 218

DZone

OCTOBER 7, 2019

Nevertheless, this medium of innovation is nowhere near perfect. for a shared document or video stream to reach you. Since the internet has become the first stop for most information, any hindrance in getting what we want quickly can be excruciatingly frustrating.

Internet 141

Internet Internet Innovation Design 141

Dynatrace

DECEMBER 24, 2020

With so much maintenance work out of the way, you can focus on innovating and optimizing applications that improve business outcomes and user experiences. Innovate faster with an all-in-one observability solution. The post 5 myths about observability appeared first on Dynatrace blog.

DevOps 240

DevOps Infrastructure Cloud Monitoring 240

Dynatrace

MAY 8, 2023

This keeps teams from falling into old habits and enables them to continually innovate and expand. The 3–5-minute videos make it easy for teams to quickly learn how to do things at their own pace as they’re solving problems. Turn off the tools you no longer need. Take advantage of Dynatrace University.

Strategy 172

Strategy Retail DevOps Education 172

The Netflix TechBlog

DECEMBER 10, 2019

The most important value of our Hack Days is that they support a culture of innovation. Below, you can find videos made by the hackers of some of our favorite hacks from this event. More importantly you can also adjust the video filters in real-time to creatively downgrade the viewing experience, further enhancing the nostalgic effect.

Innovation 130

Innovation Mobile Technology Technology 130

The Netflix TechBlog

DECEMBER 10, 2019

The most important value of our Hack Days is that they support a culture of innovation. Below, you can find videos made by the hackers of some of our favorite hacks from this event. More importantly you can also adjust the video filters in real-time to creatively downgrade the viewing experience, further enhancing the nostalgic effect.

Innovation 130

Innovation Mobile Technology Technology 130

Dynatrace

AUGUST 16, 2023

For most organizations, online service reliability that balances innovation and uptime is a primary goal. An error budget encourages a healthy trade-off between innovation and reliability. SLO monitoring and alerting on SLOs using error-budget burn rates are critical capabilities that can help organizations achieve that goal.

Monitoring 182

Monitoring DevOps Metrics Innovation 182

The Netflix TechBlog

MARCH 14, 2023

An example of using Machine Learning to find shots of Eleven in Stranger Things and surfacing the results in studio application for the consumption of Netflix video editors. We must quickly surface the most stand-out highlights from the titles available on our service in the form of images and videos in the member experience.

Media 291

Media Innovation Energy Architecture 291

Dynatrace

SEPTEMBER 4, 2020

If you’re not familiar with Site Reliability Engineering (SRE) and the concepts of Service Level Indicators (SLIs), Service Level Objectives (SLOs) and Service Level Agreements (SLAs) I recommend watching the YouTube Video from Google Engineers called SLIs, SLOs, SLAs, oh my! Together we can drive even more innovation.

DevOps 245

DevOps Metrics Innovation Azure 245

The Netflix TechBlog

MARCH 2, 2021

Our quasi-experimentation helps us constantly improve our streaming experience, giving our members fewer buffers and ever better video quality. Our experimentation and causal inference focused data scientists help shape business decisions, product innovations, and engineering improvements across our service.

Analytics 207

Analytics C++ Innovation Engineering 207

Dynatrace

OCTOBER 16, 2020

I will share the video at the bottom of the post, but before I do take a moment to understand why their story is so unique. This is the part I heard first at the Dynatrace Go Event in London, and I was sideswiped by how creative and innovative this was. The premise is simple; Workout. Which brings me to the fun part.

AWS 149

AWS Google Innovation 149

O'Reilly

APRIL 4, 2024

It is a dark pattern, a map to suboptimal outcomes rather than the true path to competition, innovation and the creation of robust companies and markets. In a well-functioning market, many startups would have explored a technology innovation like on-demand transportation over a much longer period. I disagree.

Artificial Intelligence 61

Artificial Intelligence Open Source Innovation Transportation 61

Dynatrace

OCTOBER 28, 2020

The video below demonstrates how Dynatrace ’s AI, Davis , enables auto-remediation by identifying a problem’s precise root cause. Auto-remediating problems free up valuable resources to work on higher priority initiatives thereby innovating faster, but only if Dynatrace accurately flags the problem and root cause.

C++ 176

C++ Innovation Processing Efficiency 176

All Things Distributed

MARCH 11, 2015

Cloud computing is enabling amazing new innovations both in consumer and enterprise products, as it became the new normal for organizations of all sizes. AWS is enabling innovations in areas such as healthcare, automotive, life sciences, retail, media, energy, robotics that it is mind boggling and humbling.

Analytics 135

Analytics Cloud Healthcare Retail 135

The Netflix TechBlog

SEPTEMBER 22, 2021

Martin Tingley with Wenjing Zheng , Simon Ejdemyr , Stephanie Lane , and Colin McFarland This is the second post in a multi-part series on how Netflix uses A/B tests to inform decisions and continuously innovate on our products. See here for Part 1: Decision Making at Netflix. Figure 2: A simple A/B test.

Testing 245

Testing Entertainment Metrics Social Media 245