Dynatrace

JANUARY 31, 2024

This blog post explores how AI observability enables organizations to predict and control costs, performance, and data reliability. Augmenting LLM input in this way reduces apparent knowledge gaps in the training data and limits AI hallucinations. RAG augments user prompts with relevant data retrieved from outside the LLM.

Cache 204

Cache Azure Infrastructure Monitoring 204

Smashing Magazine

OCTOBER 11, 2022

Sustainable Web Development Strategies Within An Organization. Sustainable Web Development Strategies Within An Organization. Making performance improvements to a client’s site could result in happier clients who send more business our way. On design systems, UX, web performance and CSS/JS. Michelle Barker. Accreditation.

Strategy 123

Strategy Development Energy Website 123

Dynatrace

APRIL 26, 2023

One effective capacity-management strategy is to switch from a reactive approach to an anticipative approach: all necessary capacity resources are measured, and those measurements are used to train a prediction model that forecasts future demand. You can use any DQL query that yields a time series to train a prediction model.

Games 212

Games Analytics Strategy Cloud 212

Dynatrace

FEBRUARY 26, 2024

Because of this, it is more critical than ever for organizations to leverage a modern observability strategy. During the Dynatrace annual user conference, Perform , the Partner Summit session returned, welcoming Global System Integrators (GSIs), Hyperscalers, and Cloud Solutions Partners to participate.

Artificial Intelligence 193

Artificial Intelligence IoT Programming Innovation 193

The Netflix TechBlog

NOVEMBER 13, 2023

Practical use cases for speech & music activity Audio dataset preparation Speech & music activity is an important preprocessing step to prepare corpora for training. Content, genre and languages Instead of augmenting or synthesizing training data, we sample the large scale data available in the Netflix catalog with noisy labels.

Architecture 224

Architecture Energy Benchmarking Processing 224

Dynatrace

NOVEMBER 2, 2023

FinOps is a cloud financial management philosophy and practice that strives to control the cost of cloud adoption strategies without restricting the scope of cloud resources. FinOps helps engineering, development, finance, and business teams meet critical key performance indicators (KPIs) and fulfill service-level agreements.

Cloud 195

Cloud Strategy Retail Energy 195

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. As a result, this baseline measurement has become an important component of our sustainability strategy. This adoption will further impact carbon emissions.

Energy 233

Energy Cloud Airlines Strategy 233

The Netflix TechBlog

NOVEMBER 11, 2022

We present a systematic overview of the unexpected streaming behaviors together with a set of model-based and data-driven anomaly detection strategies to identify them. In semi-supervised anomaly detection models, only a set of benign examples are required for training.

C++ 312

C++ Metrics Tuning Strategy 312

Dynatrace

JULY 20, 2022

At the federal level, however, it’s key to connect these advancements to mission strategies every step of the way. Government professionals must ask each other, “What strategies or goals could we achieve with IT automation and AI? Effective recruitment and training will address the issues within time. Start small.

Artificial Intelligence 211

Artificial Intelligence Government Strategy Website 211

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? At first, we were using LoadRunner, but we quickly moved to Performance Center. After a year I was put in charge of the Performance Center platform (9.52

Open Source 223

Open Source Performance Testing Testing Performance 223

O'Reilly Software

OCTOBER 23, 2018

A look at the roles of architect and strategist, and how they help develop successful technology strategies for business. I'm offering an overview of my perspective on the field, which I hope is a unique and interesting take on it, in order to provide context for the work at hand: devising a winning technology strategy for your business.

Strategy 100

Strategy Architecture Technology Technology 100

Dynatrace

AUGUST 2, 2021

Digital modernization is a necessary piece of the successful strategy of VA, and according to Dave Catanoso, Director of Enterprise Cloud Solutions Office (ECSO) at VA, the cloud is one of the catalysts to help accomplish that objective. It comes down to getting the best value out of your systems as well as your people,” Hicks says.

Government 245

Government Strategy Cloud Efficiency 245

CSS Wizardry

OCTOBER 27, 2018

A lot of companies—even if they are aware that performance is key to their business—are often unsure of how, when, or where performance testing sits within their development lifecycle. To make things worse, they’re also usually unsure whose responsibility performance measuring and monitoring is. Who: Engineers.

Performance Testing 172

Performance Testing Testing Performance Strategy 172

Dynatrace

JANUARY 22, 2024

Marketers can use these insights to better understand which messages resonate with customers and tailor their marketing strategies accordingly. Software developers can use causal analysis to identify the root causes of bugs or application performance issues and to predict potential system failures or performance degradations.

Artificial Intelligence 207

Artificial Intelligence Healthcare Retail Government 207

Testsigma

SEPTEMBER 2, 2021

First of all, we need people that can perform automated web testing. Automation testing is preferred in cases where repetitive tasks are being performed which simply wastes precious time. You can also perform cross-browser testing and AI-based test script generation with NLP (English-based language) in no time. Resource Setup.

Strategy 71

Strategy Testing Cloud Virtualization 71

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. When a user asks a question, generative AIs create an answer word by word.

Best Practices 233

Best Practices Analytics Metrics Code 233

Dynatrace

JULY 6, 2022

And what are the best strategies to reduce manual labor so your team can focus on more mission-critical issues? AI that is based on machine learning needs to be trained. Creating a sound IT automation strategy. Additionally, a sound IT automation strategy includes AIOps at its core. So, what is IT automation?

Artificial Intelligence 188

Artificial Intelligence Tuning Strategy Big Data 188

Scalegrid

JANUARY 12, 2024

Simply put, it’s the set of computational tasks that cloud systems perform, such as hosting databases, enabling collaboration tools, or running compute-intensive algorithms. Executing cutting-edge intelligent apps’ deployment after successful training becomes much easier thanks primarily to this functionality made possible!

Cloud 130

Cloud Virtualization Storage Efficiency 130

Percona

OCTOBER 20, 2023

Develop strategies to mitigate these risks and have contingency plans in place. Communication and training: Keep all stakeholders informed about the progress and changes throughout the migration process. Provide training to staff members, DBAs, and developers to ensure they are well-prepared for the transition.

Open Source 85

Open Source Database Best Practices Strategy 85

Smashing Magazine

AUGUST 3, 2023

How We Optimized Performance To Serve A Global Audience How We Optimized Performance To Serve A Global Audience Liran Cohen 2023-08-03T10:00:00+00:00 2023-08-03T13:06:00+00:00 I work for Bookaway , a digital travel brand. Large preview ) We’ve known for a long time that fast page performance influences search engine rankings.

Performance 74

Performance Cache Traffic Metrics 74

Dynatrace

OCTOBER 17, 2022

Artificial intelligence for IT operations, or AIOps, combines big data and machine learning to provide actionable insight for IT teams to shape and automate their operational strategy. It works without having to identify training data, then training and honing. Analyze the data. Execute an action plan.

DevOps 195

DevOps Artificial Intelligence Healthcare Innovation 195

Scalegrid

JANUARY 11, 2024

This article strips away the complexities, walking you through best practices, top tools, and strategies you’ll need for a well-defended cloud infrastructure. These include alert fatigue, lack of context, and absence of strategy. Get ready for actionable insights that balance technical depth with practical advice.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

DZone

JULY 15, 2020

Ensuring their team receives clear goals, consistent and constructive feedback, and cross-training teams are all very important communication strategies for the managers to keep in mind. A productive environment can enhance the overall morale of a team and contributes to a healthy culture.

Strategy 159

Strategy Development Testing Performance 159

Dynatrace

OCTOBER 14, 2022

Machine learning algorithms use vast amounts of data to train systems and allow them to draw accurate conclusions based on available information. Supervised learning uses already-labeled data to train algorithms for specific outputs. There are two broad types of machine learning: supervised and unsupervised.

Artificial Intelligence 175

Artificial Intelligence DevOps Analytics Cloud 175

Dynatrace

SEPTEMBER 30, 2021

It requires purchasing, powering, and configuring physical hardware, training and retaining the staff capable of servicing and securing the machines, operating a data center, and so on. A cloud migration strategy, however, provides technical optimization that’s also firmly rooted in the business value chain. Read eBook now!

Cloud 165

Cloud Traffic Best Practices Strategy 165

Dynatrace

APRIL 28, 2021

Organizations that have transitioned to agile software development strategies (including the adoption of a DevOps culture and continuous delivery automation) enforce automated solutions for such decision making—or at the very least, use automation in the gathering of a release-quality metrics. How Release Analysis works. Kubernetes metadata.

Software 238

Software Software Strategy Metrics 238

Percona

NOVEMBER 3, 2023

To achieve this, a substantial commitment is necessary from your team to master effective testing strategies. This entails providing comprehensive training for your staff, equipping them with both foundational and sophisticated testing methodologies. You’ve probably heard of Patreon.

Database 81

Database Open Source Benchmarking Strategy 81

Dynatrace

JULY 6, 2022

More than half of all respondents cited two key SRE adoption barriers: the perceived difficulty of training existing IT professionals in SRE best practices, and the cost and difficulty of finding skilled professionals. In a talent-constrained market, the best strategy could be to develop expertise from within the organization.

Best Practices 187

Best Practices Open Source Tuning Infrastructure 187

Scalegrid

JANUARY 5, 2024

This article cuts through the complexity to showcase the tangible benefits of DBMS, equipping you with the knowledge to make informed decisions about your data management strategies. Partitioning enhances scalability by reducing contention, optimizing performance, and dividing data based on usage patterns.

Efficiency 147

Efficiency Storage Database Scalability 147

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?

Performance 86

Performance Latency Metrics Engineering 86

Dynatrace

MAY 6, 2021

At Perform 2021 , Dynatrace lead data scientist Thomas Natschläger gave a deep dive into the Dynatrace AI engine, Davis. For example, in an application performance monitoring (APM) setting, you want to closely monitor user-facing metrics like response time and error rates. Natschläger explained how it works. “As

Games 172

Games Metrics Monitoring Cloud 172

The Morning Paper

JUNE 11, 2019

To me that means the “simple” object access protocol, but not here: We introduce SOAP, a more comprehensive search space of parallelization strategies for DNNs that includes strategies to parallelize a DNN in the Sample, Operator, Attribute, and Parameter dimensions. compared to state-of-the-art approaches. The optimiser.

Network 81

Network Strategy Hardware Benchmarking 81

Dynatrace

MARCH 16, 2021

It takes times to train statistics-based machine learning solutions, and this approach doesn’t scale easily with modern, dynamic cloud-native environments. While this statistics-based approach can find and prioritize many alerts, it still relies on humans to analyze the output and determine the root cause of any anomalies or errors.

Artificial Intelligence 192

Artificial Intelligence Open Source Cloud Analytics 192

Percona

OCTOBER 18, 2023

Community support One of the most significant advantages of open source databases is the expansive global community of users, developers, DBAs, and enthusiasts who collaborate to provide a seemingly never-ending array of how-tos, resources, guidance, and solutions to help you make your database more performant and secure.

Open Source 90

Open Source Database Hardware Strategy 90

Tech News Gather

JUNE 15, 2023

In addition, it can also inculcate resources such as articles, podcasts, and breathing exercises to help users develop coping strategies and resilience. Music education and instrument training apps Unleash the musical potential within users through an app that offers comprehensive music lessons and instrument training.

Education 52

Education Virtualization Innovation Transportation 52

The Morning Paper

FEBRUARY 18, 2020

Enterprises in every industry are developing strategies for digitally transforming their businesses at every level. The following chart breaks down features in three main areas: training and auditing, serving and deployment, and data management, across six systems. And there’s going to be a lot of them!

Government 95

Government Software Engineering Storage Database 95

Official Blog - World Web Technology

NOVEMBER 19, 2023

They don’t have to hire, train, and manage developers, which would take time and work. Flexibility and Scalability Companies that outsource website development can adjust their strategies in response to changing needs for various projects. Use this information to improve the procedures and strategy behind your outsourcing.

Development 59

Development Best Practices Website Artificial Intelligence 59