The Netflix TechBlog

NOVEMBER 13, 2023

In this blog post, we will introduce speech and music detection as an enabling technology for a variety of audio applications in Film & TV, as well as introduce our speech and music activity detection (SMAD) system which we recently published as a journal article in EURASIP Journal on Audio, Speech, and Music Processing.

Architecture 224

Architecture Energy Benchmarking Processing 224

Brendan Gregg

FEBRUARY 28, 2023

It's an important vendor-neutral space to share the latest in technology. USENIX has been a great help to my career and my employers, and I hope it is just as helpful for you. And now, helping bring USENIX conferences to Australia by giving the first keynote: I could not have scripted or expected it.

Performance 110

Performance Latency Cache Virtualization 110

All Things Distributed

JUNE 20, 2017

The new region will give Hong Kong-based businesses, government organizations, non-profits, and global companies with customers in Hong Kong, the ability to leverage AWS technologies from data centers in Hong Kong. As well as AWS Regions, we also have 21 AWS Edge Network Locations in Asia Pacific.

AWS 146

AWS Logistics Cloud Social Media 146

Brendan Gregg

JULY 4, 2021

It's an exciting time for developments in computer performance, not just for the BPF technology (which I often [write about]) but also for processors with 3D stacking and cloud vendor CPUs (e.g.,

Performance 52

Performance Latency Hardware Storage 52

All Things Distributed

DECEMBER 8, 2016

Canada has set forth a bold innovation agenda grounded in entrepreneurship, scientific research, growing small and medium-sized businesses with a focus on environmentally friendly technologies, and the transition to a digital economy. Par Werner Vogels, le 8 décembre 2016. For more customer case studies, see All AWS Customer Stories.

AWS 155

AWS Cloud Lambda Innovation 155

Brendan Gregg

FEBRUARY 28, 2023

It's an important vendor-neutral space to share the latest in technology. USENIX has been a great help to my career and my employers, and I hope it is just as helpful for you. And now, helping bring USENIX conferences to Australia by giving the first keynote: I could not have scripted or expected it. It was a great privilege.

Performance 52

Performance Latency Cache Virtualization 52

ACM Sigarch

APRIL 26, 2018

They use the graph as the basic representation for many AI-related algorithms, including neural network, Bayesian network, Markov Field, and some other emerging methods. NPU: Neural Network Processing Unit (NPU) has become a general name of AI chip rather than a brand name of a company.

Hardware 99

Hardware Artificial Intelligence Architecture Google 99

Brendan Gregg

OCTOBER 8, 2018

bpftrace has most of DTrace's capabilities and more. ## bpftrace The prior work that led to [bpftrace] (aka BPFtrace) is discussed my earlier [DTrace for Linux 2016] post, which explains how the Linux kernel gained [eBPF]: the virtual machine that we're using to run tracing programs. bcc is powerful but laborious to program. eBPF does more.

C++ 110

C++ Virtualization Programming Latency 110

O'Reilly

APRIL 23, 2024

The answer can be found in the theory of economic rents, and in particular, in the kinds of rents that are collected by companies during different stages of the technology business cycle. Then the cycle begins again with a new class of competitors, who are forced to explore new, disruptive technologies that reset the entire market.

Social Media 108

Social Media Google Internet Internet 108

All Things Distributed

SEPTEMBER 28, 2015

One of my favorite parts of the week is being able to host three startup-focused sessions Thursday afternoon: The Startup Scene in 2016: a Visionary Panel [Thursday, 2:45PM]. This is the place to be for free food, drinks, and networking during the Wednesday night re:Invent pub crawl. Look forward to seeing you in Vegas!

AWS 110

AWS Government Innovation Programming 110

SQL Server According to Bob

JULY 13, 2016

Today we are introducing the new Basic Installer experience for SQL Server 2016 Express , SQL Server 2016 Developer , and SQL Server 2016 Evaluation Editions. We actually launched this functionality for SQL Server 2016 Express Edition when SQL Server 2016 RTM was announced but didn’t really promote this.

Servers 40

Servers Media Engineering Virtualization 40

Rigor

JANUARY 13, 2020

These are the bestsellers in the web performance field, including the good old Speed Up Your Site (2003) by Andy King; Steve Souders’ Even Faster Web Sites (2009) ; Ilya Grigorik’s High Performance Browser Networking (2013) ; Tammy Everts’ Time is Money (2016) ; and a handful of more recent publications.

Performance 75

Performance Social Media Website Website Performance 75

CSS - Tricks

JANUARY 31, 2020

From 2016 (PDF warning) to 2019 , the average mobile download speed in the U.S. Despite every significant improvement to the underpinnings of the web and the networks we access it through, we continue to build for it in ways that suggest we’re content with the never-ending Jevons paradox in which we toil. has increased by 73%.

Innovation 50

Innovation Mobile Best Practices Speed 50

Brendan Gregg

OCTOBER 7, 2018

bpftrace has most of DTrace's capabilities and more. ## bpftrace The prior work that led to [bpftrace] (aka BPFtrace) is discussed my earlier [DTrace for Linux 2016] post, which explains how the Linux kernel gained [eBPF]: the virtual machine that we're using to run tracing programs. bcc is powerful but laborious to program. eBPF does more.

C++ 40

C++ Virtualization Programming Latency 40

Rigor

SEPTEMBER 11, 2019

Check out her writing about business and technology on her own site at rachelandrew.co.uk , and follow her on Twitter @ rachelandrew , where she tweets about CSS, tech topics, and much more. That’s why we had to mention Mina , senior front-end engineer at Slack, Sasstronaut , and a truly rare gem in technology. Jake Archibald.

Performance 89

Performance Education Google Website 89

Smashing Magazine

JANUARY 15, 2019

This includes the work done by the server, the client and the intermediary communications networks that transmit data between the two. All of the major browsers provide developer tools that allow us to measure network activity. In 2016, O’Reilly published “ Designing For Sustainability ” by Tim Frick. Large preview ).

Website Performance 73

Website Performance Website Energy Performance 73

Dynatrace

JUNE 7, 2019

Private synthetic browser monitors use the same ActiveGate technology that our private synthetic HTTP monitors are based on, providing the following benefits: Automatic failover support. LTS, Red Hat server 7 and CentOS server 7 for the execution of private browser monitors; Windows Server 2016 support is coming soon as well.

Network 157

Network Monitoring Servers Hardware 157

SQL Server According to Bob

SEPTEMBER 26, 2016

Performance issues surrounding Availability Groups typically were related to disk I/O or network speeds. While we were confident in the design of SQL Server 2012, several customers reported to us performance problems that did not appear to be with disk subsystems, CPU, or networks. Now disk I/O and CPU capacity were no longer an issue.

Availability 40

Availability Servers Hardware Benchmarking 40

Alex Russell

DECEMBER 18, 2022

TL;DR : To serve users at the 75 th percentile ( P75 ) of devices and networks, we can now afford ~150KiB of HTML/CSS/fonts and ~300-350KiB of JavaScript (gzipped). This is a slight improvement on last year's budgets , thanks to device and network improvements. That is, what was the average device in 2016?

Performance 113

Performance Network Mobile Latency 113

Testsigma

JANUARY 7, 2022

In 2016, Google made it clear that since mobile traffic is more than all else, mobile-friendly websites will be prioritised when a user searches on mobile. With the end of 2021, we are here after careful analysis of the market trend and the latest prioritised technologies that we believe will be important in the future.

Artificial Intelligence 89

Artificial Intelligence IoT Software Software 89

All Things Distributed

DECEMBER 13, 2016

Today, I'm happy to announce that the AWS Europe (London) Region, our 16th technology infrastructure region globally, is now generally available for use by customers worldwide. The British Government is also helping to drive innovation and has embraced a cloud-first policy for technology adoption.

AWS 166

AWS Cloud Artificial Intelligence IoT 166

Alex Russell

MARCH 6, 2021

Thanks to progress in networks and browsers (but not devices), a more generous global budget cap has emerged for sites constructed the "modern" way: ~100KiB of HTML/CSS/fonts and ~300-350KiB of JS (compressed) is the new rule-of-thumb limit for at least the next year or two. Modern network performance and availability.

Performance 124

Performance Network Cache Metrics 124

Brendan Gregg

NOVEMBER 29, 2017

Hardware virtualization for cloud computing has come a long way, improving performance using technologies such as VT-x, SR-IOV, VT-d, NVMe, and APICv. At Netflix, we've been using these technologies as they've been made available for instance types in the AWS EC2 cloud. AWS called this [enhanced networking]. The first was c3.

Virtualization 111

Virtualization AWS Hardware Storage 111

All Things Distributed

DECEMBER 12, 2018

They can run applications in Sweden, serve end users across the Nordics with lower latency, and leverage advanced technologies such as containers, serverless computing, and more. We launched Edge Network locations in Denmark, Finland, Norway, and Sweden. Vivino has brought AI technology to the world of wine and is all-in on AWS.

AWS 124

AWS Cloud Games Serverless 124

Tim Kadlec

JANUARY 4, 2018

His point, very Neil Postman-esque, is particularly true in today’s world of entertainment-driven news and fast-moving social networks that I’m increasingly convinced that, by default, only amplify existing biases. It’s fascinating to read about the different ways our technology-reliant world is vulnerable to attacks. Past years.

BioTech 45

BioTech Social Media Entertainment Media 45

Tim Kadlec

JANUARY 9, 2019

Advocates of any technique or technology can be a bit heavy-handed when it suits them if they’re not being careful–myself included. Sites that use an excess of resources, whether on the network or on the device, don’t just cause slow experiences, but can leave entire groups of people out. This isn’t just hyperbole.

Performance 111

Performance Energy Internet Internet 111

Brendan Gregg

SEPTEMBER 5, 2017

LTS (April 2016). I wrote about it in a previous post, [DTrace for Linux 2016]. I wrote a page on it: [perf]. - **eBPF**: tracing features completed in 2016, this provides efficient programmatic tracing to existing kernel frameworks. The hardest part on Linux is now done: kernel support. It's the official profiler.

Virtualization 76

Virtualization AWS Engineering Hardware 76

Alex Russell

SEPTEMBER 12, 2016

Instead, this article focuses on the strictest common criteria to ensure broad installability as of late 2016. Proprietary and legacy technologies (e.g., Apps on the homescreen: Should load instantly, regardless of network state. This should not vary with network state. Networks also differ by market.

Mobile 52

Mobile Network Education Design 52

O'Reilly

OCTOBER 29, 2019

Network propaganda works in much the same way as microphones and music. We saw those feedback loops in 2016, we’ve been seeing them ever since, and we will certainly see them used in 2020. While many of our systems are vulnerable to attack, social networks have proven the most vulnerable. Propaganda isn’t a new phenomenon.

Social Media 53

Social Media Media Network Energy 53

Brendan Gregg

NOVEMBER 28, 2017

Hardware virtualization for cloud computing has come a long way, improving performance using technologies such as VT-x, SR-IOV, VT-d, NVMe, and APICv. At Netflix, we've been using these technologies as they've been made available for instance types in the AWS EC2 cloud. AWS called this [enhanced networking]. The first was c3.

Virtualization 40

Virtualization AWS Hardware Storage 40

Smashing Magazine

JULY 6, 2021

With Luminary’s 21 years of experience in the digital space, my experience of 17 years in the CMS space as well as our focus on Headless since 2016, here are my two cents on what you should look out for. For example, if the CMS is built on Microsoft’s.NET Framework, the front-end website would also be built on the same technology.

Cache 143

Cache Website Mobile Google 143

Alex Russell

MAY 9, 2022

Panglossian nonsense. --> Organisations that serve their tools tread water no matter how advanced their technology, while groups that intentionally manage systems can succeed on any stack. [1]. Reduced network and device capacity correlate with other access challenges. Value Propositions #. What's the problem? Management Attributes #.

Performance 86

Performance Latency Metrics Engineering 86

Alex Russell

OCTOBER 22, 2017

Most partners we work with are not aware of the real-world operating environment and make inappropriate technology choices as a result. We constrain ourselves to a real-world baseline device + network configuration to measure progress. Budgets are scaled to a benchmark network & device. The median user is on a slow network.

Performance 68

Performance Benchmarking Network Mobile 68

O'Reilly Software

APRIL 4, 2018

To remain competitive in a market that demands real-time responses to these digital pulses, organizations are adopting fast data applications as key assets in their technology portfolio. In 2016, Apache Spark introduced Structured Streaming , a new streaming engine based on the SparkSQL abstractions and runtime optimizations.

Architecture 80

Architecture Scalability Google Operating System 80

The Symphonia

DECEMBER 6, 2017

It’s no longer a niche technology for enthusiasts?—?it’s to a massively distributed CDN network a possibility. There have been some improvements since re:Invent 2016 but to see nothing announced at this re:Invent was very disappointing. Need help with Lambda, or other Serverless technologies? without web app servers?—?to

Serverless 40

Serverless Lambda AWS Traffic 40

Smashing Magazine

JUNE 26, 2019

In this case, my website is “slow”, even when served on 4G networks. population alone uses ad-blocking technology on their devices, so they’re not likely to see your on-page ads anyway. Statista data on the usage of ad-blocking technology in the U.S. seconds too long. Which I wholeheartedly agree with.).

Website 110

Website Speed Mobile Design 110

Testsigma

FEBRUARY 12, 2021

The implementation of emerging technologies has helped improve the process of software development, testing, design and deployment. From AI to ML, the shifting technology world is constantly innovating and making significant progress. billion in 2016. Many changes are rendered through automated testing. Multi-experience testing.

Artificial Intelligence 92

Artificial Intelligence Software Software IoT 92