Dynatrace

NOVEMBER 8, 2021

” APM vendors originally designed their solutions to quickly identify application performance issues in monolithic on-premises apps. Your APM tool should help you establish performance benchmarks, so you can understand what good performance looks like. Application performance insights. The Dynatrace approach: APM and beyond.

Artificial Intelligence 235

Artificial Intelligence Monitoring Infrastructure Cloud 235

The Netflix TechBlog

MARCH 14, 2023

User provides a sample image to find other similar images Prior engineering work Approach #1: on-demand batch processing Our first approach to surface these innovations was a tool to trigger these algorithms on-demand and on a per-show basis. Dawn Chenette , Design Lead This approach had several benefits for product engineering.

Media 291

Media Innovation Energy Architecture 291

Rigor

JANUARY 13, 2020

This book is about the network, from fundamental limitations that affect performance to major innovations for building even more powerful browser applications. For UX designers, product managers, developers - essential concepts, methods, and techniques for digital design that have withstood the test of time. Time is Money.

Performance 75

Performance Social Media Website Website Performance 75

Adrian Cockcroft

JUNE 21, 2022

I really enjoyed the variety of working with several different customers every day, on different problems, and being part of an extremely innovative and fast growing company. Another big jump, but now it was my job to run benchmarks in the lab, and write white papers that explained the new products to the world, as they were launched.

Tuning 52

Tuning Benchmarking Engineering C++ 52

Smashing Magazine

JANUARY 7, 2022

Worse yet, once the work is batched they insert user research that should have been done to inform the original work effort to what the real benchmark (MVP) should be. Some companies may insert a design/research spike just before the epic kicks off but it always feels reactionary and ends up being a hack shortcut. Assemble A Crew.

Design 94

Design Logistics Strategy Benchmarking 94

Rigor

SEPTEMBER 11, 2019

Vitaly specializes in front-end development, performance optimization, and responsive design, and he has made an epic contribution to the performance industry in addition to many other technology and design-related spaces. He was also the founder and president of Mobile Portland, where he started the first community device lab.

Performance 89

Performance Education Google Website 89

Brendan Gregg

MARCH 16, 2024

For Fedora, one person requested: "Meta and/or Netflix should provide infrastructure for a side repository in which the change can be tested and benchmarked and the code size measured." The overhead to walk DWARF is also too high, as it was designed for non-realtime use. Bear in mind that Netflix doesn't even use Fedora!)

Java 145

Java Cache Google Hardware 145

The Morning Paper

JUNE 27, 2019

Systems researchers are doing an excellent job improving the performance of 5-year old benchmarks, but gradually making it harder to explore innovative machine learning research ideas. Worse, the resulting brake on innovation in languages is in itself reducing the incentive for back-end developers to improve on the current situation.

Systems 87

Systems Tuning Programming Innovation 87

Scalegrid

JANUARY 12, 2024

High availability storage options within the context of cloud computing involve highly adaptable storage solutions specifically designed for storing vast amounts of data while providing easy access to it. Storage is a critical aspect to consider when working with cloud workloads. This also aids scalability down the line.

Cloud 130

Cloud Virtualization Storage Efficiency 130

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 107

Availability Database Open Source Hardware 107

Percona

AUGUST 22, 2023

Architecture for fault-tolerant systems Fault-tolerant information systems are designed to offer 100% availability. Fault-tolerant systems are designed with more complex architectures, requiring sophisticated hardware and software components, along with specialized expertise to design, configure, and maintain.

Availability 79

Availability Hardware Open Source Database 79

Percona

JULY 1, 2023

With its support for MySQL and PostgreSQL, and its automated replication and backup capabilities, it’s designed to deliver high performance, scalability, and availability to meet the needs of mission-critical applications. This eliminates the need for complex or scripted backup procedures and designated backup windows.

AWS 52

AWS Database Serverless Storage 52

ACM Sigarch

OCTOBER 25, 2018

The phenomenon of plateauing ST performance is a consequence of design constraints – primarily power. The Thermal Design Power (TDP) of a SOC in a current Ultrabook design is constrained to 15W. There is ongoing research that examines other process technology innovations. Extracting More ILP.

Architecture 67

Architecture Technology Technology Innovation 67

Highly Scalable

MARCH 10, 2015

More specifically, the article was inspired by three major case studies from Albert Heijn [KOK07], the largest supermarket chain in the Netherlands, Zara [CA12], an international apparel retailer, and RueLaLa [JH14], an innovative online fashion retailer. The design of the model heavily depends on the problem. Propensity to churn.

Retail 152

Retail C++ Analytics Metrics 152

SQL Server According to Bob

JANUARY 11, 2020

​​ With new ​​ innovations ​​ come ​​ new terms, designs, ​​ and ​​ algorithms. This is different from ​​ the reference count design ​​ that was ​​ used in SQL Server 7.0 and ​​ 2000.

Servers 40

Servers Cache Database Media 40

High Scalability

NOVEMBER 25, 2019

To help our customers manage ongoing data explosion, we have designed many of the core components over the last few years. I mean that as your scale grows then design patterns and strategies that used to work 2 years ago and allowed you to go from defensive to offensive positioning may buckle under pressure or becomes cost-prohibitive.

Architecture 52

Architecture Cache Azure Storage 52