Dynatrace

OCTOBER 30, 2023

A prime example is when a business analyst requests information about how many units of a product were sold within the last month or wants to perform a year-to-year comparison. Use string comparisons wisely Take care to use operators that work optimally for what you’re looking for. and/or its affiliates in the U.S.

Best Practices 239

Best Practices Analytics Artificial Intelligence Infrastructure 239

Dynatrace

JANUARY 31, 2024

To observe model drift and accuracy, companies can use holdout evaluation sets for comparison to model data. Enterprises that fail to adapt to these innovations face extinction. Managing regressions and model drift is crucial when deploying and monitoring machine learning models in operation, especially as new data comes in.

Cache 201

Cache Azure Infrastructure Monitoring 201

The Netflix TechBlog

AUGUST 28, 2020

Since then, we’ve developed algorithms such as per-title encode optimizations and per-shot dynamic optimization , but these innovations were not back-ported on these premium bitstreams. We’ve worked hard over the last year to leapfrog to our most advanced encoding innovations?—?shot-optimized 8, 10, 12 and 16 Mbps?—?regardless

Network 330

Network Storage Innovation Mobile 330

Dynatrace

MARCH 10, 2021

We are moving into the 2020s and smart integration and automation are driving the next innovation cycle in digital transformation and enterprise software. This is immensely powerful, and while it can cut through noise and give you precise answers and more – it can also help you move innovatively forward by enabling automated IT operations.

AWS 143

AWS Cloud Artificial Intelligence Innovation 143

Tech News Gather

NOVEMBER 5, 2023

In the 21st century, two groundbreaking innovations have captured the world’s imagination: Bitcoin, a decentralized digital currency, and quark fusion reactors, representing the future of energy. As research progresses, early adopters could reap significant rewards, driving innovation in both sectors.

Government 52

Government Blockchain Energy Innovation 52

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 115

Open Source Database Software Software 115

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! Key Performance Indicators (KPIs) and monitoring.

Artificial Intelligence 140

Artificial Intelligence Metrics Monitoring Innovation 140

Dynatrace

JANUARY 16, 2020

Since we began the series pointing out parallels to technical debt, let’s revisit that comparison. For virtually every digital enterprise, this means automation—to innovate faster and deliver better business outcomes. The reasons we inadvertently accrue intellectual debt are similar to those that contribute to technical debt.

Cloud 155

Cloud Artificial Intelligence Virtualization Efficiency 155

Dynatrace

JANUARY 31, 2024

Data is the foundation upon which strategies are built, directions are chosen, and innovations are pursued. The rise of data observability in DevOps Data forms the foundation of decision-making processes in companies across the globe. Solution : Like the freshness example, Dynatrace can monitor the record count over time.

DevOps 192

DevOps Analytics Airlines Metrics 192

The Netflix TechBlog

APRIL 17, 2019

The encoder speed helps innovation, as it is faster to run experiments. In the figure below, you can see a comparison of two versions of the SVT-AV1 codec, the blue plot representing SVT-AV1 version from March 15, 2019, and the green one from March 19, 2019. Screenshot of the AreWeCompressedYet codec comparison page.

Open Source 166

Open Source Scalability Speed Efficiency 166

Percona

MARCH 30, 2023

Their work produces higher-quality code and enables faster innovation, while maintaining high security standards. Faster innovation Without prohibitive contracts and lengthy procurement processes, open source enables developers and DBAs to customize the source code and create new applications for addressing evolving needs. .

Open Source 77

Open Source Database Storage Scalability 77

Dynatrace

JULY 9, 2020

Besides our early adopter success stories, from avodag AG or amasol , we have seen lots of great innovation from Christian Heckelmann at eResearchTechnology (ERT), who integrated Keptn Quality Gates into their GitLab Pipeline which automates up to 90% of otherwise manual build approval tasks. Comparison across builds.

Cloud 185

Cloud DevOps Azure Architecture 185

Dynatrace

JANUARY 23, 2020

In the past, monolith architectures could only be implemented with big bang deployments which result in a slow pace of innovation and significant downtime. Using the Davis assistant for comparison and benchmarking. My session will cover various options, such as: Tagging different deployments. Customer story.

Performance 35

Performance Benchmarking Innovation DevOps 35

All Things Distributed

AUGUST 16, 2012

An apples to apples comparison of the costs associated with running various usage patterns on-premises and with AWS requires more than a simple comparison of hardware expense versus always-on utility pricing for compute and storage. Total Cost of Ownership. s ideas are tested in the market.

AWS 118

AWS Hardware Traffic Best Practices 118

Testsigma

DECEMBER 20, 2019

Testing continued to evolve, and it took advantage of technology innovations. AI-powered UI testing offers more accuracy in comparison with manual UI testing. Test automation with AI: The need to embrace innovation. But, can AI-driven test automation significantly enhance test automation?

Artificial Intelligence 54

Artificial Intelligence Testing Healthcare Innovation 54

SQL Performance

JANUARY 23, 2020

I had always assumed that there was a stronger correlation between the top waiters and top resource consumers but had never performed a direct query-level comparison like this, so these results were surprising to say the least. My interest piqued, I decided to investigate to determine whether this situation was typical or anomalous.

Tuning 115

Tuning Servers Monitoring Hardware 115

Adrian Cockcroft

FEBRUARY 13, 2023

Provides comparison of inference workload on P4dn GPU instances vs. AWS Trainium saving 92% energy and 90% cost, and training workload on P4dn vs. AWS Inferentia 2.6x SUS312 How innovators are driving more sustainable manufacturing  — Marcus Ulmefors Northvolt Director Data and ML Platforms and Muhammad Sajid AWS SA.

AWS 64

AWS Energy Architecture Programming 64

Enprowess

MAY 24, 2022

A community-enabled platform promotes innovation and makes Reactjs one of the most popular choices for developing dynamic websites and applications. So, you can focus on innovation. React vs React Native: Head to Head Comparison. So, these are the significant advantages of Reactjs that make it unique. React Native.

Mobile 52

Mobile Open Source Virtualization Speed 52

Enprowess

SEPTEMBER 28, 2021

alternatives with a detailed comparison. . Preact lacks innovation and essentially mimics React. To learn more, read React vs Vue comparison- what is the best choice for 2021? Beginners are never comfortable while learning this framework. Top 6 React.js Preact – Fast 3KB alternative to React. Source: [link].

Open Source 52

Open Source Mobile Entertainment Virtualization 52

Testsigma

JUNE 26, 2021

Organizations globally are looking for newer technologies and tools to innovate, enhance productivity and deliver faster. For UI testing, it comes with an in-built image comparison feature that helps you identify errors quickly. With the advent of agile and DevOps culture, we’re already embracing digital transformation.

Testing Tools 52

Testing Tools Testing Analytics Mobile 52

Testsigma

JANUARY 30, 2021

And here I’d also like to tell you about Testsigma (a mobile testing tool) , because it has really done some good work and innovation in order to simplify the mobile testing needs. Test how user-friendly an application is: Google search engine gives high priority to websites in comparison to desktop apps. Signup Now.

Mobile 52

Mobile Testing Website Internet 52

The Netflix TechBlog

NOVEMBER 15, 2021

Martin Tingley with Wenjing Zheng , Simon Ejdemyr , Stephanie Lane , Michael Lindon , and Colin McFarland This is the fifth post in a multi-part series on how Netflix uses A/B tests to inform decisions and continuously innovate on our products. Need to catch up? Have a look at Part 1 (Decision Making at Netflix), Part 2 (What is an A/B Test?),

Metrics 204

Metrics Testing Innovation Design 204

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

The Agile Manager

JULY 30, 2013

But the magic left the development team years ago: it had been gutted by several rounds of staff cuts that took the garrulous personalities and innovative thinkers. It also fosters innovation: passionate, engaged people publicly advocating divergent opinions will come up with creative solutions to organizational problems.

Design 65

Design Innovation Mobile Software 65

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? We value knowledge sharing, and it’s the drive for industry innovation.

Mobile 209

Mobile Engineering Infrastructure Scalability 209

The Agile Manager

APRIL 29, 2018

1 By comparison, a team of specialists can be an autonomous unit when the external environment is stable, but it cannot sustain autonomy in the face of changing conditions because specialists lack the ability to adapt. While it is true that it is people and not assets who innovate, the assets can enable or prohibit such innovation.

Innovation 40

Innovation Availability Efficiency Development 40

The Netflix TechBlog

DECEMBER 10, 2020

And just as importantly, 2) Are they useful to our creative partners, i.e. do they lend insight or facilitate apt comparisons (e.g., These considerations are key in informing subsequent lines of research and innovation. Figure 1: Similar title identification and audience sizing can be supported by a common learned title embedding.

Entertainment 235

Entertainment Architecture Network Open Source 235

The Netflix TechBlog

SEPTEMBER 24, 2021

By Xiaomei Liu , Rosanna Lee , Cyril Concolato Introduction Behind the scenes of the beloved Netflix streaming service and content, there are many technology innovations in media processing. Packaging has always been an important step in media processing. Use of writable MezzFS offers the advantage of not requiring a large disk?

Cloud 237

Cloud Media Storage Cache 237

The Agile Manager

SEPTEMBER 8, 2011

It's worth drawing a comparison between captive IT that engages in application development, and technology firms. It's no coincidence that tech firms tend to be hotbeds of innovation, while captive IT departments in large corporates are not.

Government 45

Government Software Software Google 45

The Netflix TechBlog

FEBRUARY 13, 2023

For instance, matching across a series with 10 episodes with an average of 2K shots per episode translates into 200M comparisons. Conclusion and Future Work The intersection of media and ML holds numerous prospects for innovation and impact.

Media 290

Media Storage Infrastructure Systems 290

The Agile Manager

JANUARY 31, 2020

Consider healthcare: although medical costs are much higher today in nominal terms than they were in 1970, they are much lower in real terms when adjusted both for monetary inflation and medical-technological innovation. a dearth of innovative new technologies). It is difficult to fathom the logic of this.

Energy 52

Energy Government Entertainment Innovation 52

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

Smashing Magazine

NOVEMBER 22, 2021

Another promising browser innovation that we are researching is the content-visibility CSS property. A WebPageTest comparison for the Wix website [link] which got a significant performance boost compared to a year ago. This property enables the browser to skip the effort of rendering an HTML element until it’s actually needed.

Website 126

Website Performance Google Media 126

All Things Distributed

MARCH 19, 2018

When a comparison is possible, Amazon SageMaker algorithms often run more than 10x faster than other ML solutions like Spark ML. AWS is delighted to innovate on our customers' behalf and to be a thought leader, especially in exciting areas like machine learning.

Scalability 159

Scalability Hardware AWS Tuning 159

The Agile Manager

NOVEMBER 30, 2017

Of course, sports is big money to the institutions with limited compensation - scholarships pale in comparison to the television revenues - to the athletes. To wit: it is a little bit shocking that the highest paid public employee is a professional entertainer , rather than a professional administrator or legislator.

Technology 40

Technology Technology Education Entertainment 40