DZone

MARCH 24, 2023

In recent years, the term MLOps has become a buzzword in the world of AI, often discussed in the context of tools and technology. ML teams have traditionally been research-oriented, focusing heavily on training models to achieve high testing scores.

Best Practices 195

Best Practices Monitoring Government Technology 195

Dynatrace

FEBRUARY 10, 2022

Dynatrace CEO Rick McConnell at Perform 2022 in Las Vegas. Organizations are accelerating movement to the cloud, resulting in complex combinations of hybrid, multicloud [architecture],” said Rick McConnell, Dynatrace chief executive officer at the annual Perform conference in Las Vegas this week. Dynatrace news.

Artificial Intelligence 192

Artificial Intelligence Performance Innovation Speed 192

Dynatrace

DECEMBER 4, 2023

AI model observability plays a crucial role in achieving this by addressing these key aspects: Model performance and reliability: Evaluating the model’s ability to provide accurate and timely responses, ensuring stability, and assessing domain-specific semantic accuracy. Maintained under the Apache 2.0

Open Source 265

Open Source Latency Metrics Java 265

The Netflix TechBlog

NOVEMBER 17, 2022

To do so, we continuously push the boundaries of streaming video quality and leverage the best video technologies. While conventional video codecs remain prevalent, NN-based video encoding tools are flourishing and closing the performance gap in terms of compression efficiency. Left: Lanczos downscaling; right: deep downscaler.

Network 292

Network Media Innovation Efficiency 292

Dynatrace

DECEMBER 10, 2020

I recently joined two industry veterans and Dynatrace partners, Syed Husain of Orasi and Paul Bruce of Neotys as panelists to discuss how performance engineering and test strategies have evolved as it pertains to customer experience. What do you see as the biggest challenge for performance and reliability? Dynatrace news.

Strategy 186

Strategy Performance Logistics Monitoring 186

Dynatrace

FEBRUARY 20, 2024

Monitoring myriad tools and the accompanying data silos make it increasingly difficult for enterprises to optimize application performance and availability. Making waves was the theme of this year’s Perform conference. It took a while for our partners to buy into it and to really see the value in it,” the technology executive says.

Monitoring 157

Monitoring Education Technology Technology 157

Dynatrace

MAY 2, 2024

As more organizations adopt generative AI and cloud-native technologies, IT teams confront more challenges with securing their high-performing cloud applications in the face of expanding attack surfaces. But only 21% said their organizations have established policies governing employees’ use of generative AI technologies.

Artificial Intelligence 238

Artificial Intelligence Cloud Best Practices DevOps 238

Dynatrace

JANUARY 22, 2024

And while generative AI was much hyped in 2023, the deterministic quality of causal AI—which determines the precise root cause of an issue—is a key foundation for reliable recommendations that emerge from generative AI technologies. Data lakehouses combine a data lake’s flexible storage with a data warehouse’s fast performance.

Artificial Intelligence 216

Artificial Intelligence Healthcare Retail Government 216

Dynatrace

JULY 25, 2023

Davis AI transforms and augments data to enable more useful analysis, perform automatic tasks, and respond to user requests: Predictive AI uses machine learning (ML) and statistical methods to recommend future actions based on data from the past. It also guides users who want to observe new technologies or apply advanced configurations.

Best Practices 239

Best Practices Analytics Metrics Code 239

Dynatrace

MAY 17, 2023

GPT (generative pre-trained transformer) technology and the LLM-based AI systems that drive it have huge implications and potential advantages for many tasks, from improving customer service to increasing employee productivity. It highlights the potential of GPT technology to drive “information democracy” even further.

Innovation 269

Innovation Software Software Artificial Intelligence 269

Dynatrace

MAY 24, 2021

And we believe this is supported by the analyst community as we were recognized as a Leader in the 2021 Gartner Magic Quadrant for Application Performance Monitoring and scoring highest in four of five use cases in the 2021 Gartner Critical Capabilities for APM report. Service Provider of the Year: DXC Technology. Partner Pro Club.

Programming 239

Programming Cloud Virtualization Technology 239

Dynatrace

FEBRUARY 26, 2024

During the Dynatrace annual user conference, Perform , the Partner Summit session returned, welcoming Global System Integrators (GSIs), Hyperscalers, and Cloud Solutions Partners to participate. At this year’s Partner Summit, sessions focused on three key elements for shared partner success: commitment, alignment, and requirement.

Artificial Intelligence 203

Artificial Intelligence IoT Programming Innovation 203

Alex Podelko

SEPTEMBER 8, 2020

Some time ago Federico Toledo published Performance Testing with Open Source Tools- Busting The Myths. How did you get into performance engineering? Most jobs I was offered were related to older technologies like Prolog/Cobol. At first, we were using LoadRunner, but we quickly moved to Performance Center.

Open Source 223

Open Source Performance Testing Testing Performance 223

Dynatrace

SEPTEMBER 30, 2021

As an AWS Advanced Technology Partner , this was a great opportunity for Dynatrace developers to sharpen their AWS skills and pursue or up-level their Amazon certifications. Major cloud providers such as AWS offer certification programs to help technology professionals develop and mature their cloud skills.

AWS 218

AWS Best Practices Analytics Cloud 218

Dynatrace

JULY 20, 2022

First, we must dispense with the notion that AI is a murky, mysterious technology. As employees become more comfortable with the technology, you can advance toward more ambitious and complex initiatives. Effective recruitment and training will address the issues within time. Get the right people on board.

Artificial Intelligence 220

Artificial Intelligence Government Strategy Website 220

Dynatrace

FEBRUARY 1, 2024

For example, a CNBC report found that training just one LLM can cost millions of dollars, and then millions more to update. A Cloud Carbon Footprint report found that global greenhouse gas emissions from the technology sector are on par or larger than the aviation industry. We can’t risk the stability or performance of the services.”

Cloud 219

Cloud Energy Innovation Infrastructure 219

Dynatrace

MAY 8, 2023

Organizations in every industry are engaged in some form of digital transformation, integrating technology into all areas of the business. Digital tools and technologies provide a more efficient way of doing things. Digital tools and technologies provide a more efficient way of doing things. Improved customer experience.

Strategy 183

Strategy Retail DevOps Education 183

O'Reilly

MARCH 26, 2024

TL;DR LLMs and other GenAI models can reproduce significant chunks of training data. Specific prompts seem to “unlock” training data. Generative AI Has a Plagiarism Problem ChatGPT, for example, doesn’t memorize its training data, per se. This is the basis of The New York Times lawsuit against OpenAI.

Artificial Intelligence 108

Artificial Intelligence Social Media Google Internet 108

Dynatrace

JANUARY 31, 2024

Today’s multicloud environments consist of hundreds of applications, hundreds of thousands of hosts and containers, and use an ever-increasing number of technologies. Blind spots can conceal underlying issues that can cause unexpected system failures or performance issues if left unchecked.

Analytics 181

Analytics Infrastructure Monitoring Cloud 181

The Netflix TechBlog

NOVEMBER 11, 2022

In semi-supervised anomaly detection models, only a set of benign examples are required for training. DRM is a collection of access control technologies that are used for protecting the copyrights of digital media such as movies and music tracks.

C++ 312

C++ Metrics Tuning Strategy 312

Dynatrace

JUNE 16, 2022

Rather than using a trained model to predict behavior, RASP watches an application’s runtime, studying the application’s task execution to detect attacks. With RASP technology, you can distinguish between genuine information requests and malicious attacks. Instant runtime response. Contextual analysis. Eliminate false positives.

Tuning 231

Tuning Cloud Open Source Network 231

Alex Russell

JANUARY 30, 2024

The usual caveats also apply: Performance is a deep and nuanced domain, and much can go wrong beyond content size and composition. How sites manage resources after-load can have a big impact on perceived performance. Until and unless teams have better data about their performance, the global baseline budget should be enforced.

Performance 90

Performance Network Mobile Speed 90

Dynatrace

DECEMBER 8, 2022

Modernizing public-sector technology while managing cyber-risk can be overwhelming. These new technologies deviate from legacy paradigms and are ephemeral, expanding the attack surface in ways traditional security measures cannot easily handle. But keeping citizens’ personal data safe is a top priority.

Education 210

Education Government Innovation Cloud 210

Dynatrace

MAY 24, 2021

And we believe this is supported by the analyst community as we were recognized as a Leader in the 2021 Gartner Magic Quadrant for Application Performance Monitoring and scoring highest in four of five use cases in the 2021 Gartner Critical Capabilities for APM report. Service Provider of the Year: DXC Technology. Partner Pro Club.

Programming 178

Programming Cloud Virtualization Technology 178

Dynatrace

APRIL 21, 2023

In the recent webinar, Good to great: Case studies in excellence on state and local government transformations, Tammy Zbojniewicz, enterprise monitoring and service delivery owner within Michigan’s Department of Technology, Management, and Budget (DTMB), illustrates that meeting both objectives is possible.

Government 167

Government Infrastructure Innovation Monitoring 167

Dynatrace

OCTOBER 14, 2022

Therefore, organizations are increasingly turning to artificial intelligence and machine learning technologies to get analytical insights from their growing volumes of data. As technological complexity and risks increase, human-only approaches prove insufficient. As a result, they’re often used interchangeably.

Artificial Intelligence 183

Artificial Intelligence DevOps Analytics Cloud 183

Dynatrace

AUGUST 2, 2021

During a recent webinar together , Willie Hicks, Federal CTO at Dynatrace, and Catanoso discuss how VAECSO’s leadership has engaged with ‘best of breed’ technologies to accelerate goals of cloud adoption, modernization, and ensuring operational effectiveness during this ambitious digital transformation.

Government 246

Government Strategy Cloud Efficiency 246

Alex Russell

MAY 9, 2022

Despite advances in browser tooling , automated evaluation , lab tools , guidance , and runtimes , however, teams struggle to deliver even decent performance with today's popular frameworks. What is Performance? It may seem a silly question, but what is performance, exactly? Value Propositions #.

Performance 86

Performance Latency Metrics Engineering 86

Smashing Magazine

NOVEMBER 22, 2021

Improving The Performance Of Wix Websites (Case Study). Improving The Performance Of Wix Websites (Case Study). It was at this point that we realized we needed to make a significant change in our approach towards performance, and that we must embrace performance as part of our culture. Dan Shappir. Large preview ).

Website 126

Website Performance Google Media 126

Dynatrace

SEPTEMBER 28, 2020

The ISG report states that “Dynatrace’s software has a comprehensive set of functionalities that can help enterprises better understand the performance of cloud-native and legacy applications. Dynatrace news. The company has invested significantly in providing a single-pane-of-glass experience ?

Cloud 246

Cloud Serverless Innovation Architecture 246

Dynatrace

MARCH 16, 2021

The research firm predicts a significant uptick in AIOps investments over the next two years as organizations look for ways to improve IT outcomes, without breaking budgets or overworking technology staff. The challenge? Consider data from our recent 2020 Global CIO Report , which found that 86. Reduced IT spend. million each year.

Artificial Intelligence 200

Artificial Intelligence Open Source Cloud Analytics 200

O'Reilly

DECEMBER 12, 2023

Another group of cases involving text (typically novels and novelists) argue that using copyrighted texts as part of the training data for a Large Language Model (LLM) is itself copyright infringement, 1 even if the model never reproduces those texts as part of its output. Is an artist’s style copyrightable, and if so, what does that mean?

Artificial Intelligence 99

Artificial Intelligence Media Google Processing 99

Dynatrace

MAY 23, 2019

We’re back in Barcelona for our second European Perform Summit, where the theme of autonomous cloud operations is traversing every aspect of the event. Traditional monitoring tools (we call them 2nd Generation) quickly hit a wall when up against the scale, dynamic nature and new technologies that power cloud environments.

Innovation 158

Innovation Cloud Monitoring Technology 158

Dynatrace

OCTOBER 5, 2022

The goal is to help individuals and organizations to make smart decisions and protect themselves online as threats to technology and confidential data become more commonplace. Teams should be trained on security concerns in addition to their typical responsibilities. Use strong passwords. Recognize and report phishing.

Best Practices 203

Best Practices Education Monitoring Government 203

Dynatrace

SEPTEMBER 21, 2023

Research from 2020 suggests that training a single LLM generates around 300,000 kg of carbon dioxide emissions—equal to 125 round-trip flights from New York to London. Does that mean the answer is to slow the growth of AI or cloud technologies more broadly? This adoption will further impact carbon emissions.

Energy 242

Energy Cloud Airlines Strategy 242

Dynatrace

NOVEMBER 2, 2023

FinOps helps engineering, development, finance, and business teams meet critical key performance indicators (KPIs) and fulfill service-level agreements. It’s also important to provide training for engineers, developers, chief information officers, and any others as needed. FinOps behavioral change management.

Cloud 205

Cloud Strategy Retail Energy 205

Dynatrace

FEBRUARY 28, 2022

But as team members come and go and the technology stack evolves, maintaining the skills necessary becomes a challenge. Performance planning. One of our customers, a large insurance company with over 700 Dynatrace users, leverages Dynatrace University as part of its ongoing employee education and performance acceleration program.

Virtualization 209

Virtualization Education Cloud Monitoring 209