The Netflix TechBlog

APRIL 17, 2019

The encoder can typically be improved years after the standard has been frozen including varying speed and quality trade-offs. Netflix interest in SVT-AV1 Reference software typically focuses on the best possible compression at the expense of encoding speed. The encoder speed helps innovation, as it is faster to run experiments.

Open Source 167

Open Source Scalability Speed Efficiency 167

Dynatrace

JANUARY 31, 2022

The DevOps approach to developing software aims to speed applications into production by releasing small builds frequently as code evolves. Shift-left speeds up development efficiency and reduces costs by detecting and addressing software defects earlier in the development cycle before they get to production. Dynatrace news.

DevOps 246

DevOps Testing Monitoring Speed 246

Dynatrace

JANUARY 31, 2022

The DevOps approach to developing software aims to speed applications into production by releasing small builds frequently as code evolves. Shift-left speeds up development efficiency and reduces costs by detecting and addressing software defects earlier in the development cycle before they get to production. Dynatrace news.

DevOps 246

DevOps Testing Monitoring Speed 246

The Netflix TechBlog

SEPTEMBER 24, 2021

Figure 1: A Simplified Video Processing Pipeline With this architecture, chunk encoding is very efficient and processed in distributed cloud computing instances. Since not all projects are terabytes projects, allocating the largest cloud storage to all packager instances is not an efficient use of cloud resources.

Cloud 242

Cloud Media Storage Cache 242

Dynatrace

MARCH 10, 2021

To start, let’s look at the illustration below to see how these two operate in comparison: Also to note on traditional machine learning: by its very nature of operation it is slow and less agile. It needs to collect a substantial amount of data at the beginning to build a training dataset that an algorithm can begin to learn from.

AWS 221

AWS Cloud Artificial Intelligence Innovation 221

The Netflix TechBlog

MARCH 13, 2020

The teams have been working closely on SVT-AV1 development, discussing architectural decisions, implementing new tools, and improving compression efficiency. The SVT-AV1 encoder supports all AV1 tools which contribute to compression efficiency.

Open Source 159

Open Source Efficiency C++ Speed 159

Dynatrace

SEPTEMBER 3, 2020

In comparison, the AIOps approach discussed within this article, is built upon a radically different deterministic AI engine – at Dynatrace known as Davis – that yields precise, actionable results in real-time. Another huge advantage of that approach is speed. Lost and rebuilt context. The Significance of Topology Information.

Software 264

Software Software Artificial Intelligence Metrics 264

Scalegrid

MARCH 28, 2024

In this comparison of Redis vs Memcached, we strip away the complexity, focusing on each in-memory data store’s performance, scalability, and unique features. Introduction Caching serves a dual purpose in web development – speeding up client requests and reducing server load.

Cache 130

Cache Storage Architecture Scalability 130

High Scalability

SEPTEMBER 7, 2018

Once inside the function, there's nothing wrong with multi-threading to do the work as efficiently as possible. Matthew Dillon : This is *very* impressive efficiency. This is *very* impressive efficiency. @sapessi : Lambda simplifies concurrency at the frontend, enforcing one event per function at a time.

Internet 137

Internet Internet Scalability Lambda 137

The Netflix TechBlog

FEBRUARY 16, 2021

However, with our rapid product innovation speed, the whole approach experienced significant challenges: Business Complexity: The existing SKU management solution was designed years ago when the engagement rules were simple? three plans and one offer homogeneously applied to all regions. What’s Next?

Mobile 218

Mobile Engineering Infrastructure Scalability 218

Percona

MARCH 29, 2023

As the amount of data grows, the need for efficient data compression becomes increasingly important to save storage space, reduce I/O overhead, and improve query performance. Snappy compression is designed to be fast and efficient regarding memory usage, making it a good fit for MongoDB workloads. provides higher compression rates.

Storage 130

Storage Network Open Source Latency 130

All Things Distributed

MARCH 19, 2018

By designing algorithms that operate efficiently on different types of hardware, our algorithms gain record speeds and efficiency. While these are unacceptable in typical relational database designs, for machine learning, the tradeoff between accuracy and speed is worth it. Post-training model tuning and rich states.

Scalability 127

Scalability Hardware AWS Tuning 127

Smashing Magazine

NOVEMBER 22, 2021

We deployed these enhancements gradually over time to ensure that our users didn’t experience any disruptions, but instead only a consistent improvement of their site speed. While some noticeable progress was made, it was challenging to implement significant changes just for the sake of speed. Creating A Performance Culture.

Website 141

Website Performance Google Website Performance 141

Testsigma

APRIL 12, 2021

Let’s discuss both approaches by having a detailed comparison between the two. Performance Testing: Automation makes more sense when you are testing the performance or speed of your Android application against thousand of concurrent users. Manual Testing. Easily automate your android application testing with Testsigma. Signup Now.

Testing 52

Testing Mobile Efficiency Testing Tools 52

The Morning Paper

JANUARY 30, 2020

To speed up migration and quickly restore wasm functions at the destination, the wasm instantiate function is intially called with a dummy linear memory, and then this is later replaced once the real memory has arrived over the network. For comparison, the server bar also shows performance when the full application runs on the server.

Mobile 104

Mobile Cloud Latency Games 104

CSS - Tricks

MARCH 16, 2020

But equally, Simon the project manager may not understand what Speed Index or First Contentful Paint means, but when he sees the Lighthouse report showing website performance score knee deep in the red, he knows you still have work to do. How should the metric comparison be output to the console? Comparing Lighthouse reports.

Google 86

Google Latency Website Metrics 86

Smashing Magazine

JULY 19, 2021

By adding automated visual testing , we can eliminate those flaky tests , leveling up our testing pipelines providing that coverage (and more) by taking advantage of smart image comparisons using screenshots of our website or app. Image Comparisons. Leveraging The Different Types Of Testing. How Does Visual Testing Work?

Testing 144

Testing Code Design Strategy 144

Smashing Magazine

MAY 6, 2021

Our themes had pretty good speed scores for how much they offered, but they were undoubtedly bloated. Well, jQuery isn’t a framework like React so it’s a bit of a non-starter comparison. Desktop home page speeds (with heavy elements like multiple videos, featured products, slideshows with large images). Our Goal Was Simple.

Performance 108

Performance Mobile Speed Code 108

Adrian Cockcroft

SEPTEMBER 23, 2024

There are three generations of GPUs that are relevant to this comparison. The Hopper H100 was announced in 2022 and is the current volume product that people are using, so that is used as the baseline for comparison. The HGX H100 8-GPU system is the baseline for comparison, and its datasheet performance is shownbelow.

Benchmarking 52

Benchmarking Energy Architecture Latency 52

Particular Software

SEPTEMBER 20, 2021

Sometimes developers only care about speed. It’s less of an apples-to-oranges comparison and more like apples-to-orange-sherbet. Meanwhile, the garbage collector (or whatever manages memory in your runtime environment) is trying to make things efficient by cleaning up memory that’s not used anymore. Messaging doesn’t do that.

Benchmarking 97

Benchmarking Latency Servers Systems 97

Percona

MARCH 30, 2023

MariaDB uses storage engines that give it a speed boost and enable users to implement distributed storage and distributed transactions. Comparison of open source databases This section provides one-on-one comparisons of popular open source database software.

Open Source 107

Open Source Database Storage Scalability 107

Smashing Magazine

JULY 16, 2020

React enables web applications to update their user interfaces (UIs) quickly, but that does not mean your medium or large React application will perform efficiently. It does a shallow comparison of the props to check this, but an option is available to override this. Shedrack Akintayo. 2020-07-16T11:00:00+00:00. Immutable.js.

Performance 125

Performance Code Virtualization Processing 125

Speed Curve

DECEMBER 21, 2022

we also: Launched a series of new and improved dashboards to help you identify and fix your performance issues more quickly and efficiently (More on those below.). With your RUM Compare dashboard , you can easily generate side-by-side comparisons for any two cohorts of real user data. Expanded Industry Speed Benchmarks.

Benchmarking 52

Benchmarking Retail Traffic Metrics 52

Smashing Magazine

JULY 29, 2019

For comparison, the same amount of data costs $6.66 The speed of mobile networks, too, varies considerably between countries. Perhaps surprisingly, users experience faster speeds over a mobile network than WiFi in at least 30 countries worldwide, including Australia and France. For comparison, $3.67 in the UK, or $12.37

Cache 99

Cache Mobile Google Network 99

Testsigma

AUGUST 28, 2021

Also, it improves your speed of testing. An efficient and economic way of getting access to all the real browsers and devices that your customers might be using is via a cloud device lab. In addition, you should also make sure that you get access to all the devices that your customers use. Your ROI would be “(a+b) – c”.

Testing 75

Testing Cloud C++ Operating System 75

Speed Curve

DECEMBER 25, 2013

Both these techniques use vector data rather than pixels so they are small in file size and scale efficiently across all sizes including high resolution retina screens. Comparison of page size and assets types across different responsive widths. Alternatively use SVG images for logos and other simple graphics. Source: SpeedCurve.

Performance 60

Performance Mobile Website Benchmarking 60

Smashing Magazine

OCTOBER 24, 2023

It’s “single-threaded,” which is how we get the one-way street comparison. Large preview ) That’s a nice big view and is a good illustration of TBT’s impact on page speed. That’s a lifetime in web seconds, particularly considering that this test is based on a desktop experience on a high-speed connection.

Google 110

Google Analytics Traffic Metrics 110

Testsigma

DECEMBER 1, 2020

It consists of a combination of right practices and tools which help QA to test the software more effectively and efficiently. Building an efficient testing automation framework takes time but it is worth the efforts considering the long-term benefits. How to Build a Test Automation Framework from Scratch.

Testing 62

Testing Website DevOps Mobile 62

Tasktop

JUNE 6, 2019

Flow Velocity (the speed of delivery). Flow Efficiency (the ratio of active time vs. wait time out of total flow time). I think that there are some interesting things to learn from this comparison. Flow Time (measures the time it takes for work to be completed across both active and wait states).

DevOps 80

DevOps Software Software Analytics 80

Official Blog - World Web Technology

APRIL 29, 2024

Robust technology is required nowadays to develop a new mobile app for the business segment that requires minimal time and is effortless and efficient. The speed is enhanced because of due to the open-source libraries and modules. The apps are compiled into indigenously written code that is compatible with both the operating systems.

Social Media 52

Social Media Mobile Open Source Hardware 52

Official Blog - World Web Technology

APRIL 29, 2024

Robust technology is required nowadays to develop a new mobile app for the business segment that requires minimal time and is effortless and efficient. The speed is enhanced because of due to the open-source libraries and modules. The apps are compiled into indigenously written code that is compatible with both the operating systems.

Social Media 52

Social Media Mobile Open Source Hardware 52

SQL Performance

SEPTEMBER 5, 2019

Here is the new SUM plan for comparison with the one from the first test: All 102,400 rows (in 114 batches) are emitted by the Columnstore Index Scan , processed by the Compute Scalar , and sent to the Hash Aggregate. Batch mode execution is all about speed. The MAX and SUM aggregates do not. Take bigint NULL for example.

Performance 81

Performance C++ Storage Servers 81

Tim Kadlec

JANUARY 13, 2014

Pairing these aggressive numbers alongside the conservative targets derived from comparison gives you an acceptable range to target for your site (handy to get you started with a performance budget ). A step up is to measure the Speed Index of a page instead. Speed Index doesn’t really bother with what happens at on load.

Metrics 49

Metrics Speed Efficiency Performance 49

HammerDB

JUNE 27, 2022

This post is targeted towards the questions most often asked by non-technical management who want to get up to speed on what HammerDB is (what it isn’t) and how it can benefit their organization. What is HammerDB? HammerDB is a software application for database benchmarking. Derived Workloads. Cached vs Scaled Workloads.

Benchmarking 63

Benchmarking Open Source C++ Cache 63

Official Blog - World Web Technology

FEBRUARY 5, 2024

It eliminates the need for constant previews and speeds up the design workflow with instant feedback. Efficient Workflow: The streamlined design process with Elementor allows users to create time-efficient websites, making it ideal for projects with constraint timelines. What Can You Build With Elementor? Elementor Free V/s.

Website 59

Website Design Ecommerce Education 59

Enprowess

NOVEMBER 2, 2021

Quick Summary : A comparison of the two most widely used cross platform frameworks to build both iOS and Android mobile applications: React Native vs Flutter. Before starting with a detailed comparison, let us first overview both the frameworks React Native and Flutter. Performance comparison. Performance comparison.

Development 52

Development Social Media Mobile Code 52

The Morning Paper

SEPTEMBER 8, 2019

Individual samplers need to be built to be high throughput and memory efficient. The paper presents results on TCP-H (which looks a bit like a toy compared to the real production queries, but is useful for comparison), as well as from some production-like queries. Implementation. Of the other 14 all but one improve.

Big Data 57

Big Data Analytics Latency Azure 57