Dynatrace

JANUARY 26, 2021

VMware commercialized the idea of virtual machines, and cloud providers embraced the same concept with services like Amazon EC2, Google Compute, and Azure virtual machines. Serverless computing is a cloud-based, on-demand execution model where customers consume resources solely based on their application usage.

Serverless 241

Serverless Efficiency Lambda Azure 241

Dynatrace

OCTOBER 28, 2021

But with the complexity that comes with digital transformation and cloud-native architecture, teams need a way to make sure applications can withstand the “chaos” of production. Chaos engineering answers this need so organizations can deliver robust, resilient cloud-native applications that can stand up under any conditions.

Engineering 218

Engineering Entertainment Cloud Infrastructure 218

Dynatrace

DECEMBER 22, 2019

AWS offers a broad set of global, cloud-based services including computing, storage, networking, Internet of Things (IoT), and many others. Therefore, the ability to view a real-time map of your applications, services, and cloud resources is key to your success. Amazon Kinesis Video Streams. Stay tuned for updates in Q1 2020.

AWS 135

AWS Metrics IoT Storage 135

Dynatrace

DECEMBER 22, 2019

AWS offers a broad set of global, cloud-based services including computing, storage, networking, Internet of Things (IoT), and many others. Therefore, the ability to view a real-time map of your applications, services, and cloud resources is key to your success. Amazon Kinesis Video Streams. Stay tuned for updates in Q1 2020.

AWS 132

AWS Metrics IoT Storage 132

The Netflix TechBlog

JANUARY 10, 2024

The Netflix video processing pipeline went live with the launch of our streaming service in 2007. To that end, the Video and Image Encoding team in Encoding Technologies (ET) has spent the last few years rebuilding the video processing pipeline on our next-generation microservice-based computing platform Cosmos.

Processing 229

Processing Media Latency Innovation 229

Dynatrace

NOVEMBER 16, 2020

Purpose built for modern cloud and single-page applications, Session Replay overcomes the limitations of traditional network-based approaches and other point solutions, which are unable to provide integrated visibility into modern environments. The following video shows a session recorded with the Mask all preset enabled.

Ecommerce 179

Ecommerce Monitoring Website Tuning 179

Brendan Gregg

SEPTEMBER 5, 2021

Monitoring I started with the cloud-wide monitoring tool, [Atlas], to check high-level CPU metrics. I was surprised to find a whopping 38% of CPU time was in sys, which is highly unusual for cloud workloads at my employer. Just for illustration, this shows the Vector UI and a typical cloud flame graph.

Cache 145

Cache Cloud Java Tuning 145

Adrian Cockcroft

NOVEMBER 26, 2023

Google Cloud and Microsoft Azure released Scope 3 data in 2021. The last number I saw was “over 20GW”, and Amazon has much better global PPA coverage, including India and China, than Google Cloud and Microsoft Azure, who have very few PPAs in Asia. This session revisits the pillar and its best practices.

AWS 52

AWS Energy IoT Best Practices 52

Tech News Gather

JUNE 16, 2023

Stay tuned to learn how to lay the foundation for a successful clone app that converts readers into leads. Stay tuned for valuable insights on designing a captivating UberEats clone. Stay tuned for insights on building a robust and scalable UberEats clone app. Stay tuned for insights on promoting your UberEats clone effectively.

Social Media 52

Social Media Tuning Strategy Media 52

Smashing Magazine

DECEMBER 2, 2021

Stay tuned for lots of articles on metaprogramming, applications, useful Raku modules, programming techniques, guides on how to work with Raku inside containers, and even how to migrate from good ol’ Perl. Anyone can contribute by sharing their blog posts, videos, articles or podcast episodes dedicated to C# development. Rock on! ??.

Design 107

Design Development Programming Website 107

O'Reilly

APRIL 4, 2024

They can fine-tune these smaller models for specific problem domains, allowing trusted content providers (like my own company’s O’Reilly Answers and related AI-generated services) to profit from our own expertise. Innovators are already finding that much can be done at lower cost with smaller, more targeted open-source models.

Artificial Intelligence 61

Artificial Intelligence Open Source Innovation Transportation 61

The Netflix TechBlog

NOVEMBER 2, 2021

Moorthy and Zhi Li Introduction Measuring video quality at scale is an essential component of the Netflix streaming pipeline. Perceptual quality measurements are used to drive video encoding optimizations , perform video codec comparisons , carry out A/B testing and optimize streaming QoE decisions to mention a few.

Media 171

Media Innovation Metrics Latency 171

The Netflix TechBlog

SEPTEMBER 24, 2021

After content ingestion, inspection and encoding, the packaging step encapsulates encoded video and audio in codec agnostic container formats and provides features such as audio video synchronization, random access and DRM protection. Packaging has always been an important step in media processing. is 220 Mbps.

Cloud 237

Cloud Media Storage Cache 237

The Netflix TechBlog

OCTOBER 19, 2020

Investigating a video streaming failure consists of inspecting all aspects of a member account. Our engineering teams tuned their services for performance after factoring in increased resource utilization due to tracing. which is difficult when troubleshooting distributed systems.

Infrastructure 233

Infrastructure Transportation Storage Open Source 233

The Netflix TechBlog

OCTOBER 18, 2019

They described the problem of video uploads to Facebook where the goal is to maximize the quality of the video without a decrease in reliability of the upload. Their training infrastructure relies on a hybrid cloud approach. dxblearn also allows them to fire off training jobs for hyperparameter tuning.

Infrastructure 126

Infrastructure Metrics Architecture Efficiency 126

The Netflix TechBlog

OCTOBER 18, 2019

They described the problem of video uploads to Facebook where the goal is to maximize the quality of the video without a decrease in reliability of the upload. Their training infrastructure relies on a hybrid cloud approach. dxblearn also allows them to fire off training jobs for hyperparameter tuning.

Infrastructure 100

Infrastructure Metrics Architecture Efficiency 100

Percona

FEBRUARY 24, 2023

Sample use cases for label-based Access Control in Percona Monitoring and Management (PMM) Let’s say you are a member of a company selling a subscription-based streaming service that provides a wide variety of TV shows, movies and other video content to its subscribers.

Metrics 108

Metrics Monitoring Database Engineering 108

Brendan Gregg

SEPTEMBER 5, 2021

Monitoring I started with the cloud-wide monitoring tool, [Atlas], to check high-level CPU metrics. I was surprised to find a whopping 38% of CPU time was in sys, which is highly unusual for cloud workloads at Netflix. The default size is 128 Kbytes, and people shouldn't be tuning below 8 Kbytes.

Cache 40

Cache Cloud Java Tuning 40

Brendan Gregg

APRIL 30, 2018

In this year's CFP we’re looking for topics covering the latest trends and best practices in cloud computing, containerization, machine learning, big data, infrastructure, scalability, DevOps, IT management, automation, reliability, monitoring, performance tuning, security, databases, programming, datacenters, and more.

DevOps 43

DevOps Network Best Practices Programming 43

InfoQ

MARCH 24, 2020

Fastly are directly connected to numerous ISPs across the US and try to keep their live video traffic on these direct paths with their partners to deliver video streams as close to the end-user as possible. By Helen Beal.

Network 41

Network Traffic Tuning Programming 41

Brendan Gregg

APRIL 29, 2018

In this year's CFP we’re looking for topics covering the latest trends and best practices in cloud computing, containerization, machine learning, big data, infrastructure, scalability, DevOps, IT management, automation, reliability, monitoring, performance tuning, security, databases, programming, datacenters, and more.

DevOps 40

DevOps Network Best Practices Programming 40

Apica

MAY 10, 2019

When more and more video content is streaming directly into the consumer’s hands, how will your streaming services ensure the performance of those services, and at what level will you ensure high service levels? Application uptime matters more than ever, and we’ve seen in the past that large streaming services can go down.

Testing 40

Testing Performance Social Media Wireless 40

Brendan Gregg

SEPTEMBER 5, 2017

. ## Observability Here's the big picture of performance observability tools on Linux, from my [Linux performance] page, where I also have diagrams for other tool types, as well as videos and slides of prior Linux performance talks: I also have a USE Method: Linux Performance Checklist , as a different way to navigate and apply the tools.

Virtualization 76

Virtualization AWS Engineering Hardware 76

O'Reilly

MAY 25, 2021

Bitcoin’s market capitalization is in the tune of hundreds of billions of dollars, and the cumulative crypto market capitalization is in the realm of a trillion dollars. These campaigns are expensive and time-consuming because the adversary has to employ humans to craft the dialog with the victims. HODL for Fun & Profit.

Social Media 138

Social Media Media Internet Internet 138

The Netflix TechBlog

APRIL 29, 2019

We use Python through the full content lifecycle, from deciding which content to fund all the way to operating the CDN that serves the final video to 148 million members. video streaming) takes place in the Open Connect network. Our Infrastructure Security team leverages Python to help with IAM permission tuning using Repokid.

Open Source 279

Open Source Network Infrastructure Big Data 279

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. In the diagram below of a typical Cosmos service, clients send requests to a Video encoder service API layer. debian packages).

Serverless 228

Serverless Media Latency Social Media 228

O'Reilly

NOVEMBER 28, 2023

Even with cloud-based foundation models like GPT-4, which eliminate the need to develop your own model or provide your own infrastructure, fine-tuning a model for any particular use case is still a major undertaking. This is an area where cloud providers already bear much of the burden, and will continue to bear it in the future.

Open Source 108

Open Source Artificial Intelligence Google Infrastructure 108

O'Reilly

JANUARY 17, 2023

You’ll try this with a few other algorithms, and their respective tuning parameters–maybe even break out TensorFlow to build a custom neural net along the way–and the winning model will be the one that heads to production. Especially when you consider how Certain Big Cloud Providers treat autoML as an on-ramp to model hosting.

Tuning 130

Tuning Open Source AWS Software 130

O'Reilly

SEPTEMBER 19, 2023

Cloud computing? And that brings our story to the present day: Stage 3: Neural networks High-end video games required high-end video cards. And just as we started to complain that the crypto miners were snapping up all of the affordable GPU cards, cloud providers stepped up to offer access on-demand.

Hardware 99

Hardware Storage Big Data Blockchain 99

All Things Distributed

DECEMBER 12, 2013

We launched DynamoDB last year to address the need for a cloud database that provides seamless scalability, irrespective of whether you are doing ten transactions or ten million transactions, while providing rock solid durability and availability.

Games 130

Games Scalability Database Retail 130

All Things Distributed

OCTOBER 2, 2017

" Of course, no technology change happens in isolation, and at the same time NoSQL was evolving, so was cloud computing. The requirements for a fully hosted cloud database service needed to be at an even higher bar than what we had set for our Amazon internal system.

Internet 128

Internet Internet AWS Performance 128

Smashing Magazine

SEPTEMBER 29, 2021

However, you should ideally replace such images with videos. Tip: When evaluating quality, compression and fine-tuning of modern formats, Squoosh.app ’s ability to perform a visual side-by-side comparison is helpful. AVIF is the image version of the popular AV1 video format. PNG images with transparent backgrounds).

Open Source 144

Open Source Speed Website Google 144

High Scalability

NOVEMBER 25, 2019

Our only option was to roll up our sleeves and build basic cloud file system components such as object store ourselves. To add elasticity, reliability and durability, these data centers are connected to Google Cloud platform using high speed, secure Google Interconnect network. Video Transcoding. Migration to cloud.

Architecture 52

Architecture Cache Azure Storage 52