The Netflix TechBlog

FEBRUARY 13, 2024

These observations are from a particular type of A/B test that Netflix runs called a software canary or regression-driven experiment. Netflix also performs canary tests — software A/B tests between current and newer software versions. Rationale : This system is part of a semi-automated process for all client deployments.

Testing 239

Testing Software Software Metrics 239

Dynatrace

NOVEMBER 28, 2023

Even when the staging environment closely mirrors the production environment, achieving a complete replication of all potential scenarios, such as simulating extremely high traffic volumes to assess software performance, remains challenging. This can lead to a lack of insight into how the code will behave when exposed to heavy traffic.

Traffic 268

Traffic Best Practices Strategy Engineering 268

The Netflix TechBlog

JUNE 13, 2023

Replay traffic testing gives us the initial foundation of validation, but as our migration process unfolds, we are met with the need for a carefully controlled migration process. A process that doesn’t just minimize risk, but also facilitates a continuous evaluation of the rollout’s impact.

Traffic 279

Traffic Metrics Systems Strategy 279

Dynatrace

JULY 13, 2021

With the increasing adoption of agile software development, DevOps , progressive continuous delivery, and Site Reliability Engineering (SRE) practices, many companies are aiming to deliver better software faster and more safely while keeping up with customer demands. Automated comparison of different timeframes based on SLIs and SLOs.

Cloud 244

Cloud DevOps Benchmarking Speed 244

Enprowess

SEPTEMBER 7, 2021

Quick summary : Node vs React Comparison is not correct because both technologies are entirely different things. According to the latest Stackoverflow developer survey , JavaScript is a well-liked technology used by software developers. Node JS vs. React JS Comparison. Now, let us make a comparison between React and Node.js.

Open Source 52

Open Source Virtualization Programming Servers 52

Dynatrace

NOVEMBER 10, 2021

By combining DevOps with Security to enable DevSecOps , you can shift security checks left into the software development lifecycle (SDLC), allowing you to keep up pace and velocity without jeopardizing security. Security vulnerabilities are checked throughout the lifecycle, including comparisons against previous releases.

Serverless 221

Serverless DevOps Cloud Metrics 221

Dynatrace

NOVEMBER 14, 2023

Golden Paths for rapid product development Modern software development aims to streamline development and delivery processes to ensure fast releases to the market without violating quality and security standards. After completing this two-step process, a ready-to-use guardian is created.

Government 203

Government Best Practices DevOps Engineering 203

Dynatrace

OCTOBER 30, 2023

Gartner® predicts that by 2026, 40% of log telemetry will be processed through a telemetry pipeline product, up from less than 10% in 2022.* A best practice to avoid these problems is to store data in a single data lakehouse with massively parallel processing, such as Dynatrace Grail. Set up processing rules.

Best Practices 253

Best Practices Analytics Artificial Intelligence Infrastructure 253

Apica

JUNE 22, 2022

Software testing is a huge domain, but it can be broadly categorized into two areas: manual testing and automated testing. But with automated testing, test cases are executed with the assistance of tools, scripts, and software. Testing is an integral part of any successful software project. Automated Testing.

Software 52

Software Software Testing Best Practices 52

Simform

MARCH 16, 2019

The ultimate goal of software testing is to build a quality product. In testing, Unit testing and Functional testing considered as a foundation of the testing process. The post Unit Testing vs Functional Testing: A Detailed Comparison appeared first on Insights on Latest Software Technologies - Simform Blog.

Testing 40

Testing Technology Technology Software 40

Dynatrace

JANUARY 31, 2022

The DevOps approach to developing software aims to speed applications into production by releasing small builds frequently as code evolves. As part of the continuous cycle of progressive delivery, DevOps teams are also adopting shift-left and shift-right principles to ensure software quality in these dynamic environments.

DevOps 211

DevOps Testing Monitoring Speed 211

Dynatrace

JANUARY 16, 2023

The study analyzes factual Kubernetes production data from thousands of organizations worldwide that are using the Dynatrace Software Intelligence Platform to keep their Kubernetes clusters secure, healthy, and high performing. Open-source software drives a vibrant Kubernetes ecosystem. Java, Go, and Node.js

Open Source 349

Open Source Java Operating System Programming 349

Dynatrace

JANUARY 31, 2022

The DevOps approach to developing software aims to speed applications into production by releasing small builds frequently as code evolves. As part of the continuous cycle of progressive delivery, DevOps teams are also adopting shift-left and shift-right principles to ensure software quality in these dynamic environments.

DevOps 205

DevOps Testing Monitoring Speed 205

The Netflix TechBlog

NOVEMBER 29, 2023

Bitrate versus quality comparison HDR-VMAF is designed to be format-agnostic — it measures the perceptual quality of HDR video signal regardless of its container format, for example, Dolby Vision or HDR10. Additionally, the current version has some algorithmic limitations that we are in the process of improving before the official release.

Open Source 252

Open Source Software Engineering Internet Internet 252

Dynatrace

FEBRUARY 15, 2023

Streamline development and delivery processes Nowadays, digital transformation strategies are executed by almost every organization across all industries. In addition, the workflow can be easily extended to any custom demands, for example, integration with tools that support your software product lifecycle.

DevOps 227

DevOps Latency Traffic Best Practices 227

Dynatrace

APRIL 21, 2022

Figure 1 – Individual Host pages show performance metrics, problem history, event history, and related processes for each host. Right-sizing is an iterative process where you adjust the size of your resource to optimize for cost. To do that, organizations must evolve their DevOps and IT Service Management (ITSM) processes.

Azure 197

Azure Monitoring Virtualization Metrics 197

DZone

NOVEMBER 28, 2021

In the process of testing a software application, test plans and test strategies are quite crucial. As software testers, we should be aware of these 2 phrases, as they are critical in testing software applications. A strong test plan and strategy will always prevent errors in the application.

Strategy 269

Strategy Testing Software Software 269

Dynatrace

MAY 24, 2023

If you’re already using containers for your software and have requested private locations for them but aren’t entirely satisfied with the need to set up virtual machines. The configuration process is straightforward. If deploying synthetic ActiveGates on separate VMs is a hassle while using Dynatrace Synthetic.

Scalability 217

Scalability Virtualization Monitoring Open Source 217

Dynatrace

FEBRUARY 10, 2021

Software companies who have already been following and adopting DevOps and site reliability engineering (SRE) practices alongside their shared ancestry in agile concepts came out on top – especially if they adopted those practices across the whole organization and customer value stream.

Cloud 174

Cloud DevOps Speed Azure 174

Dynatrace

JULY 23, 2019

Once the code change is deployed, Dynatrace starts monitoring your application, including its response time, failure rate, and throughput: Dynatrace automatically shows you the top request that a service processed during the selected analysis time frame.

Monitoring 137

Monitoring Software Software Database 137

Dynatrace

SEPTEMBER 22, 2021

Application performance monitoring involves tracking key software application performance metrics using monitoring software and telemetry data. What was once a straightforward process in the days of monolithic applications is now considerably more complex. Application performance monitoring.

Innovation 214

Innovation Open Source Monitoring Infrastructure 214

Dynatrace

DECEMBER 21, 2022

As the process of cloud modernization becomes ever more complex, there is an even greater need to embrace the emerging role of cloud architect to accelerate transformation. Partners are integral to the process and a necessity if organizations want to achieve faster, greater, and more scalable modernization. . Developers.

Cloud 147

Cloud Architecture Strategy Scalability 147

Enprowess

SEPTEMBER 20, 2021

of software development companies would like to hire React developers , whereas only 19% of s/w engineers have the desired skills. Companies that are looking for implementation of a single flow in their development process. The post React vs Vue comparison- what is the best choice for 2021? appeared first on EnProwess Blog.

Open Source 52

Open Source Mobile Scalability Google 52

Dynatrace

APRIL 8, 2022

Fluentd is an open-source data collector that unifies log collection, processing, and consumption. It collects, processes, and outputs log files to and from a wide variety of technologies. Processing plugins parse (normalize), filter, enrich (tagging), format, and buffer log streams. Adding the Dynatrace plug-in is easy.

Metrics 188

Metrics Analytics Software Architecture Open Source 188

Simform

SEPTEMBER 5, 2022

The sequential process of the waterfall approach is the conventional format for developing software. However, you don't have the luxury of adapting the software according to changing customer demands. Here is the comparison. Fortunately, agile offers the flexibility and agility to adapt to customers' requirements.

Software 52

Software Software Processing Development 52

Dynatrace

NOVEMBER 4, 2022

When issues arise, teams can’t depend on these tools for quick resolutions, because data comparisons are difficult and contribute to delays. This process combines AI with security and operations. A new approach for the digital age .

Government 147

Government Analytics Cloud Storage 147

The Morning Paper

OCTOBER 1, 2020

It’s a classic software development moment. To our knowledge, this is the first exploration of a practical general purpose real number type that both reflects the mathematical laws of the real numbers, and also supports exact comparisons in situations in which that’s normally expected. Where floating point falls short.

Java 143

Java Hardware Open Source Testing 143

Dynatrace

JUNE 4, 2021

Alois Reitbauer, VP Chief Technology Strategist at Dynatrace drew many comparisons between the process of crafting whisky and building out an effective observability model – quite the feat indeed! Both undergo a long process, whether it’s coding to production or from mash to whisky, respectively. Observability.

Artificial Intelligence 144

Artificial Intelligence Metrics Monitoring Innovation 144

Dynatrace

MAY 16, 2019

These organizations have built automation into their DevOps environments to a degree that there is no longer a need for a traditional Ops team to manage software in-house. Here’s a quick graphical comparison of the Pivotal Dev-to-Ops ratio, that of the Dynatrace elite category, and the average ratio identified by the survey.

Innovation 192

Innovation Cloud DevOps Best Practices 192

Smashing Magazine

SEPTEMBER 29, 2021

Complex compression algorithms may require higher processing power to encode/decode images. A complex decoding process can slow down the rendering of images. 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. Large preview ).

Open Source 144

Open Source Speed Website Google 144

Dynatrace

NOVEMBER 9, 2021

Observability provides deeper technical insights into what’s happening within cloud environments, in comparison to APM and/or traditional monitoring methods. To achieve this, the underlying application delivery process also needs to be modernized to provide agility, but also to reduce costs and eliminate technical debt.

DevOps 226

DevOps Innovation Cloud Programming 226

Dynatrace

MARCH 10, 2021

This accurate and precise intelligence is now the type of data that can be trusted to trigger auto-remediation processes proactively. This is a game-changer in operations for sure, and better yet again when you can apply it along the entire digital value chain, from software development through service delivery to customer interactions.

AWS 147

AWS Cloud Artificial Intelligence Innovation 147

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. Intel and Netflix announced their collaboration on a software video encoder implementation called SVT-AV1 on April 8, 2019.

Open Source 166

Open Source Scalability Speed Efficiency 166

Dynatrace

APRIL 8, 2022

Fluentd is an open-source data collector that unifies log collection, processing, and consumption. It collects, processes, and outputs log files to and from a wide variety of technologies. Processing plugins parse (normalize), filter, enrich (tagging), format, and buffer log streams. Adding the Dynatrace plug-in is easy.

Metrics 130

Metrics Analytics Software Architecture Open Source 130

The Netflix TechBlog

FEBRUARY 13, 2020

Also included is a lightweight conversion process back to JPEG format in order to serve clients that only support legacy JPEG. Image compression comparison framework We have open sourced a Docker based framework for comparing various image codecs. The reader is free to experiment with changes to encoding commands within the framework.

Code 212

Code Metrics Efficiency Open Source 212

J. Paul Reed

JULY 17, 2023

It usually refers a project that seeks to update (or, more often, completely replace) a business-critical, “legacy” piece of software or infrastructure, but with the added challenge of doing so without disrupting whatever’s in production (and, more importantly, its ability to generate revenue).

Infrastructure 96

Infrastructure Engineering Systems Software 96

Percona

MARCH 30, 2023

In fact, the opposite is true, thanks to an active and vibrant global community of developers who work continuously to improve open source software. Further, open source databases can be modified in infinite ways, enabling institutions to meet their specific needs for data storage, retrieval, and processing.

Open Source 74

Open Source Database Storage Scalability 74