Dynatrace

MARCH 13, 2024

Final report within 1 month (detailed description, type of threat that triggered it, applied and ongoing remediation strategies, scope, and impact). Application security must inform any robust NIS2 compliance strategy. Incident notification within 72 hours of the incident (must include initial assessment, severity, IoCs).

Education 218

Education Best Practices Strategy Analytics 218

Dynatrace

JANUARY 31, 2024

Augmenting LLM input in this way reduces apparent knowledge gaps in the training data and limits AI hallucinations. The LLM then synthesizes the retrieved data with the augmented prompt and its internal training data to create a response that can be sent back to the user. million AI server units annually by 2027, consuming 75.4+

Cache 198

Cache Azure Infrastructure Latency 198

Smashing Magazine

OCTOBER 11, 2022

Sustainable Web Development Strategies Within An Organization. Sustainable Web Development Strategies Within An Organization. Organizations working with the UK government to build new digital services, for example, are required to meet standards defined in their Greening Government ICT and Digital Services Strategy.

Strategy 122

Strategy Development Energy Website 122

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

FEBRUARY 26, 2024

Because of this, it is more critical than ever for organizations to leverage a modern observability strategy. The event focused on empowering and informing our valued partner ecosystems by providing updates on strategy, market opportunities, cloud modernization, and a wealth of crucial insights.

Artificial Intelligence 184

Artificial Intelligence IoT Programming Strategy 184

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. Create optimization strategies with realistic goals for each team. The result is smarter, data-driven solutions designed to manage cloud spend. What is FinOps?

Cloud 185

Cloud Strategy Retail Energy 185

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 202

Games Analytics Strategy Cloud 202

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. The post Panel Recap: How is your performance and reliability strategy aligned with your customer experience?

Strategy 169

Strategy Performance Logistics Monitoring 169

Dynatrace

SEPTEMBER 27, 2023

The analysis of this data offers valuable insight into the overall customer experience, enabling businesses to optimize their strategies and deliver exceptional experiences. Employ segmentation to group customers based on shared characteristics, which allows you to tailor experiences and strategies to specific segments.

Best Practices 217

Best Practices Analytics Strategy Monitoring 217

Dynatrace

MAY 30, 2023

Training & Certification Award DXC has stood out this year, with 50 individuals becoming Dynatrace Certified across Associate and Professional levels, and this award is a testament to that continued investment in training and enablement with Dynatrace.

Innovation 202

Innovation Cloud AWS DevOps 202

Dynatrace

MARCH 29, 2024

In this article, we explore recent survey data from Enterprise Strategy Group (ESG), sponsored by Dynatrace, on how organizations approach IT automation, as well as the benefits and challenges they encounter as they adopt it. Source: Enterprise Strategy Group, a division of TechTarget, Inc.

Artificial Intelligence 174

Artificial Intelligence DevOps Strategy Open Source 174

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.

Cloud 224

Cloud Energy Airlines Strategy 224

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

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 201

Artificial Intelligence Government Strategy Website 201

O'Reilly

FEBRUARY 13, 2024

Since The New York Times sued OpenAI for infringing its copyrights by using Times content for training, everyone involved with AI has been wondering about the consequences. And, more importantly, how will the outcome affect the way we train and use large language models? How will this lawsuit play out? Here’s mine.

Open Source 92

Open Source Strategy Government Tuning 92

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 243

Government Strategy Cloud Efficiency 243

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.

Metrics 312

Metrics C++ Tuning Strategy 312

Kovair

NOVEMBER 27, 2022

A significant number of companies have discovered, sometimes the hard way, that there is a severe shortage of technically trained people. It now takes more.

Strategy 59

Strategy Software Software Development 59

O'Reilly Software

OCTOBER 25, 2018

As lists are the raw material of strategy and technology architecture, MECE list-making is one of the most useful tools you can have in your tool box. MECE, pronounced "mee-see," is a tool created by the leading business strategy firm McKinsey. Lists are the raw material of strategy and technology architecture.

Strategy 96

Strategy Database Technology Technology 96

The Netflix TechBlog

JANUARY 30, 2023

An example of the features we might capture for this image include: number of people (two), where they’re facing (facing each other), emotion (neutral to positive), saturation (low), objects present (military uniform) We can use pre-trained models/APIs to create some of these features, like face detection and object labeling.

Media 256

Media Design Strategy Innovation 256

Testsigma

SEPTEMBER 2, 2021

While calculating the ROI here, we are not taking into account the training costs for the automated web testing languages and frameworks. If you already have automation testers but they need to be trained, you can replace them with hiring costs. Are your testers trained? How many testers are working?

Strategy 71

Strategy Testing Cloud Virtualization 71

Dynatrace

JULY 25, 2023

Large language models (LLMs), which are the foundation of generative AIs, are neural networks: they learn, summarize, and generate content based on training data. Observability, security, and business use cases raise additional challenges as they need precision and reproducibility.

Best Practices 226

Best Practices Analytics Metrics Code 226

Dynatrace

DECEMBER 5, 2023

The mandate also requires that organizations disclose overall cybersecurity risk management, strategy, and governance. Be sure to incorporate cybersecurity into every one of your organization’s strategies to ensure full coverage.

Best Practices 242

Best Practices Government C++ Education 242

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. On the other end of the tree, you can assess the impact.

DevOps 186

DevOps Artificial Intelligence Healthcare Innovation 186

The Netflix TechBlog

APRIL 26, 2022

We built Axion primarily to remove any training-serving skew and make offline experimentation faster. We make sure there is no training/serving skew by using the same data and the code for online and offline feature generation. Our machine learning models train on several weeks of data. What’s our end goal?

Storage 187

Storage Design Scalability Latency 187

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 179

Artificial Intelligence Tuning Strategy Big Data 179

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

DZone

MAY 24, 2022

Furthermore, given the common misconceptions, are data and concept drift things to be avoided at all costs or natural and acceptable consequences of training models in production? Perhaps the more common of the two is data drift, which refers to any change in the data distribution after training the model. Read on to find out.

Monitoring 100

Monitoring Strategy 100

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 92

Open Source Database Best Practices Strategy 92

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

Dynatrace

JANUARY 22, 2024

Marketers can use these insights to better understand which messages resonate with customers and tailor their marketing strategies accordingly. Data lakehouses play a pivotal role in facilitating causal AI by providing a versatile data management infrastructure for vast amounts of diverse data —a requirement for AI training models.

Artificial Intelligence 199

Artificial Intelligence Healthcare Retail Government 199

Percona

DECEMBER 27, 2023

According to a 2023 Forrester survey commissioned by Hashicorp , 61% of respondents had implemented, were expanding, or were upgrading their multi-cloud strategy. Nearly every vendor at Kubecon and every person we spoke to had some form of a multi-cloud requirement or strategy. We expect that number to rise higher in 2024.

Cloud 84

Cloud Open Source Strategy Best Practices 84

O'Reilly

APRIL 4, 2024

As Bill Janeway noted in his critique of the capital-fueled bubbles that resulted from the ultra-low interest rates of the decade following the 2007–2009 financial crisis, “ capital is not a strategy.” In the case of artificial intelligence, training large models is indeed expensive, requiring large capital investments.

Artificial Intelligence 61

Artificial Intelligence Open Source Innovation Transportation 61

Scalegrid

JANUARY 12, 2024

With extensive computational resources at their disposal alongside massive pools of information, developers can utilize these powerful tools to train ML models efficiently or run AI algorithms effectively by accessing stored datasets from anywhere through the internet connection provided by most reputable providers’ hosting services.

Cloud 130

Cloud Virtualization Storage Efficiency 130

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 167

Artificial Intelligence DevOps Analytics Cloud 167

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.

Database 87

Database Open Source Benchmarking Strategy 87

Dynatrace

MAY 26, 2022

This new path really recognizes those Partners who have trained and are certified to be at the same height and standards as the Dynatrace Services Team.”. Rick then moved on to provide an update on our perspective of the market and our strategies, in addition to our recent customer wins and how our Partners can achieve the same success.

Strategy 160

Strategy Programming Cloud Best Practices 160