Dynatrace

SEPTEMBER 22, 2021

In comparison, APM platforms provide a single integrated platform using AI and automation to deliver a precise, context-aware analysis of the application environment. Organizations can also optimize their infrastructure usage, achieving a better return on their technology spend. What is the impact of APM on the business?

Innovation 197

Innovation Monitoring Open Source Infrastructure 197

Dynatrace

JANUARY 31, 2024

Data is the foundation upon which strategies are built, directions are chosen, and innovations are pursued. Value: The possibility of alerting on data freshness issues, based on a learned baseline through Davis AI, allows for faster time-to-detect where there are seemingly no infrastructure issues.

DevOps 190

DevOps Analytics Airlines Metrics 190

The Netflix TechBlog

FEBRUARY 13, 2023

Our goal in building a media-focused ML infrastructure is to reduce the time from ideation to productization for our media ML practitioners. Amber is a suite of multiple infrastructure components that offers triggering capabilities to initiate the computation of algorithms with recursive dependency resolution.

Media 290

Media Storage Infrastructure Systems 290

The Netflix TechBlog

NOVEMBER 2, 2021

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. This article explains how we designed microservices and workflows on top of the Cosmos platform to bolster such video quality innovations.

Media 171

Media Innovation Metrics Latency 171

Percona

APRIL 28, 2023

Let’s start with a simple introductory comparison: With proprietary (closed source) database software, the public does not have access to the source code; only the company that owns it and those given access can modify it. Now, myths aside, let’s get down to the brass tacks of database comparisons.

Open Source 109

Open Source Database Software Software 109

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! Michael looks after monitoring tools covering logs, infrastructure, APIs and applications, and end-user devices.

Artificial Intelligence 140

Artificial Intelligence Metrics Monitoring Innovation 140

Smashing Magazine

NOVEMBER 22, 2021

Implementing this change enabled us to take major steps such as updating our infrastructure along with completely rewriting our core functionality from the ground up. Upgrading Our Services And Infrastructure. To that end, we are investigating new browser capabilities as well as additional changes to our own infrastructure.

Website 127

Website Performance Google Media 127

Percona

MARCH 30, 2023

Their work produces higher-quality code and enables faster innovation, while maintaining high security standards. Companies can more easily scale infrastructure — up or down — to meet economic conditions and changing business objectives. The intent is not to pick winners, but to identify similarities and differences.

Open Source 73

Open Source Database Storage Scalability 73

The Netflix TechBlog

DECEMBER 2, 2019

To measure statistical significance, we use an efficient bootstrapping procedure to create confidence intervals and p-values for all quantiles (with adjustments to account for multiple comparisons). These innovations unlocked our potential to scale our methods to power the analyses for all streaming experimentation reports.

Metrics 143

Metrics Strategy Efficiency Testing 143

The Netflix TechBlog

DECEMBER 2, 2019

To measure statistical significance, we use an efficient bootstrapping procedure to create confidence intervals and p-values for all quantiles (with adjustments to account for multiple comparisons). These innovations unlocked our potential to scale our methods to power the analyses for all streaming experimentation reports.

Metrics 140

Metrics Strategy Efficiency Testing 140

The Netflix TechBlog

DECEMBER 2, 2019

To measure statistical significance, we use an efficient bootstrapping procedure to create confidence intervals and p-values for all quantiles (with adjustments to account for multiple comparisons). These innovations unlocked our potential to scale our methods to power the analyses for all streaming experimentation reports.

Metrics 130

Metrics Strategy Efficiency Testing 130

The Agile Manager

JUNE 23, 2007

Thus leadership and its derivative characteristics - notably innovation and responsiveness - are the result of calculated, not wanton, risk taking. Software development capacity, IT infrastructure, and software as a service are all examples of risk assumption. They are useful services to be sure, but of low business value.

Technology 40

Technology Technology Energy Innovation 40

The Netflix TechBlog

SEPTEMBER 10, 2019

Our A/B tests range across UI, algorithms, messaging, marketing, operations, and infrastructure changes. Challenges with Pre-existing Infrastructure Netflix’s well-known experimentation culture was fueled by our previous infrastructure: an optimized framework that scaled to the wide variety of use cases across Netflix.

Metrics 215

Metrics Architecture Infrastructure Innovation 215

The Netflix TechBlog

JANUARY 11, 2022

Here we describe the role of Experimentation and A/B testing within the larger Data Science and Engineering organization at Netflix, including how our platform investments support running tests at scale while enabling innovation. but that would slow down our overall pace of innovation. Curious to learn more?

Innovation 243

Innovation Metrics Engineering Testing 243