John McCalpin

APRIL 2, 2020

This was a keynote presentation at the “2nd International Workshop on Performance Modeling: Methods and Applications” (PMMA16), June 23, 2016, Frankfurt, Germany (in conjunction with ISC16 ). This data is from the 2007 presentation.

Benchmarking 59

Benchmarking Performance Latency Architecture 59

The Netflix TechBlog

NOVEMBER 22, 2019

This entertaining romp through the tech stack serves as an introduction to how we think about and design systems, the Netflix approach to operational challenges, and how other organizations can apply our thought processes and technologies. In order to maintain performance, benchmarking is a vital part of our system’s lifecycle.

AWS 100

AWS Entertainment Open Source Benchmarking 100

The Netflix TechBlog

NOVEMBER 22, 2019

This entertaining romp through the tech stack serves as an introduction to how we think about and design systems, the Netflix approach to operational challenges, and how other organizations can apply our thought processes and technologies. In order to maintain performance, benchmarking is a vital part of our system’s lifecycle.

AWS 100

AWS Entertainment Open Source Benchmarking 100

O'Reilly

OCTOBER 18, 2022

System designs can be wrong. From our perspective, regulatory frameworks like MRM present some of the clearest and most mature guidance for audit, which are critical for organizations looking to minimize their legal liabilities. In this context, bias is often about system design and not about data or models. Data can be wrong.

Artificial Intelligence 115

Artificial Intelligence Government Healthcare Metrics 115

Alex Russell

MARCH 6, 2021

The scale of the effect can be deeply situational or hard to suss out without solid metrics. Since then, the metrics conversation has moved forward significantly, culminating in Core Web Vitals , reported via the Chrome User Experience Report to reflect the real-world experiences of users. Today, either method returns a similar answer.

Performance 124

Performance Network Cache Metrics 124

Rigor

JANUARY 13, 2020

How to pioneer new metrics and create a culture of performance. This book presents 14 specific rules that will cut 25% to 50% off response time when users request a page. For UX designers, product managers, developers - essential concepts, methods, and techniques for digital design that have withstood the test of time.

Performance 75

Performance Social Media Website Website Performance 75

Percona

JUNE 22, 2023

Typically, the servers are configured in a primary/replica configuration, with one server designated as the primary server that handles all incoming requests and the others designated as replica servers that monitor the primary and take over its workload if it fails. This flexibility can be crucial in designing a scalable architecture.

Availability 105

Availability Database Open Source Hardware 105

Tim Kadlec

MARCH 7, 2019

My definition of a performance budget has evolved over the years, but here’s my current working draft: A performance budget is a clearly defined limit on one or more performance metrics that the team agrees not to exceed, and that is used to guide design and development. Meaningful.

Performance 64

Performance Metrics Benchmarking Design 64

ACM Sigarch

OCTOBER 25, 2018

While throughput performance is important, especially in data-centers, single threaded performance remains a pivotal metric for a large swath of application domains (HPC, Finance etc.). The phenomenon of plateauing ST performance is a consequence of design constraints – primarily power. Extracting More ILP.

Architecture 67

Architecture Technology Technology Innovation 67

HammerDB

DECEMBER 5, 2020

For example HammerDB has not used tpmC terminology to report TPC-C based metrics instead using TPM and NOPM nomenclature. The HammerDB TPROC-C workload by design intended as CPU and memory intensive workload derived from TPC-C – so that we get to benchmark at maximum CPU performance at a much smaller database footprint.

C++ 40

C++ Benchmarking Virtualization Open Source 40

Rigor

SEPTEMBER 11, 2019

Presented here alphabetically by last name: Rachel Andrew. Developers representing hundreds of companies work together at these meetups to become masters in performance metrics and the latest trends in measuring site speed.) Here is our (ever-growing!) list of those who are making a significant impact on speeding up the web today.

Performance 89

Performance Education Google Website 89

Alex Russell

APRIL 29, 2021

As an engineer on a browser team, I'm privy to the blow-by-blow of various performance projects, benchmark fire drills, and the ways performance marketing (deeply) impacts engineering priorities. With each team, benchmarks lost are understood as bugs. Another window into this question is provided by the Web Confluence Metrics project.

Media 145

Media Games Education Engineering 145

Alex Russell

MAY 9, 2022

Design: Performance is the gap between Figma mockups and the user experience of products for many, but not all , users. The extent to which a product performs well, the higher its likelihood of behaving in accordance to the approved design spec. Consistent performance matters just as much as low average latency. Photo by Jay Heike.

Performance 86

Performance Latency Metrics Engineering 86

The Netflix TechBlog

NOVEMBER 22, 2019

This entertaining romp through the tech stack serves as an introduction to how we think about and design systems, the Netflix approach to operational challenges, and how other organizations can apply our thought processes and technologies. In order to maintain performance, benchmarking is a vital part of our system’s lifecycle.

AWS 37

AWS Entertainment Open Source Benchmarking 37

Testsigma

FEBRUARY 26, 2020

This need becomes even more pressing if the product design is not very clean and the interaction of various modules is not thoughtfully handled. However, a lot of this decision depends on the product design and your experience with the product quality. This is the primary reason that regression testing is needed. Available resources.

Testing 53

Testing Infrastructure Code Benchmarking 53

Enprowess

SEPTEMBER 20, 2021

Two primary metrics verify the speed of an app: start-up time and runtime performance. It permits you to quickly import the core library and inject Vue into the present pages. Its component-based design lets you write code that renders on iOS, Android, and the web. Having this in mind, they both are in a neck-to-neck battle.

Open Source 52

Open Source Mobile Scalability Google 52

Speed Curve

DECEMBER 25, 2013

Responsive Web Design (RWD) is now a well established technique yet it’s adoption is still surprisingly low. Ilya Grigorik’s recent Velocity conference presentation explored the browser's critical rendering path and highlighted exactly what it takes to deliver a mobile page within one second.

Performance 60

Performance Mobile Website Benchmarking 60

Smashing Magazine

JANUARY 11, 2021

LogRocket tracks key metrics, incl. Performance isn’t just a technical concern: it affects everything from accessibility to usability to search engine optimization, and when baking it into the workflow, design decisions have to be informed by their performance implications. Getting Ready: Planning And Metrics. Table Of Contents.

Performance 145

Performance Cache Media Metrics 145

Highly Scalable

MARCH 10, 2015

Although these problems are very different, we are trying to establish a common framework that helps to design optimization and data mining tasks required for solutions. The design of the model heavily depends on the problem. Moreover, gross margin is not the only performance metric that is important for retailers.

Retail 152

Retail C++ Analytics Metrics 152

Smashing Magazine

JANUARY 6, 2020

Performance isn’t just a technical concern: it affects everything from accessibility to usability to search engine optimization, and when baking it into the workflow, design decisions have to be informed by their performance implications. Getting Ready: Planning And Metrics. Getting Ready: Planning And Metrics. Quick Wins.

Performance 145

Performance Cache Network Metrics 145

SQL Server According to Bob

JANUARY 11, 2020

​​ Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information presented after the date of publication. With the older design, an elevator seek can be a problem.

Servers 40

Servers Cache Media Hardware 40