Dynatrace

AUGUST 8, 2024

It’s also critical to have a strategy in place to address these outages, including both documented remediation processes and an observability platform to help you proactively identify and resolve issues to minimize customer and business impact. Outages can disrupt services, cause financial losses, and damage brand reputations.

Software 260

Software Software Infrastructure Network 260

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 190

Strategy Performance Logistics Monitoring 190

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).

Best Practices 240

Best Practices Education Strategy Analytics 240

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++ 323

C++ Metrics Tuning Strategy 323

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 225

Games Analytics Strategy Cloud 225

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 246

Government Strategy Cloud Efficiency 246

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 215

Cache Azure Infrastructure Monitoring 215

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 224

Artificial Intelligence Government Strategy Website 224

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 225

Innovation Cloud AWS DevOps 225

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 240

Best Practices Analytics Strategy Monitoring 240

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 236

Architecture Energy Benchmarking Processing 236

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

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 245

Energy Cloud Airlines Strategy 245

Dynatrace

JULY 3, 2024

Training and Certification Award “Our APAC partners have excelled in delivering cutting-edge solutions that address the unique demands of the region. Make sure you don’t miss the opportunity to watch the on-demand sessions from Amplify 2024 , packed with insights and strategies to help you succeed.

Innovation 194

Innovation Technology Technology Cloud 194

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 208

Cloud Strategy Retail Energy 208

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 264

Media Design Innovation Strategy 264

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 206

Artificial Intelligence IoT Programming Innovation 206

The Netflix TechBlog

JULY 22, 2024

What is Maestro Maestro is a general-purpose, horizontally scalable workflow orchestrator designed to manage large-scale workflows such as data pipelines and machine learning model training pipelines. Maestro preserves key properties across workflow versions, such as author and owner information, run strategy, and concurrency settings.

Strategy 260

Strategy Scalability Code Engineering 260

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

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 243

Software Software Strategy Metrics 243

Edge Perspectives

AUGUST 5, 2019

But to really scale learning, we’re going to need to adopt a very different approach to strategy – the “zoom out, zoom in” approach. By learning, I don’t mean training programs or the sharing of existing knowledge. That’s why I’ve become a big proponent of an alternative approach to strategy. So, what’s the alternative?

Strategy 17

Strategy Scalability Efficiency Programming 17

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 197

Storage Design Scalability Latency 197

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 202

Artificial Intelligence Tuning Strategy Big Data 202

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 165

Strategy Development Testing Performance 165

Dynatrace

APRIL 22, 2024

According to recent research from TechTarget’s Enterprise Strategy Group (ESG), generative AI will change software development activities, from quality assurance to debugging to CI/CD pipeline configuration. Source: Enterprise Strategy Group, a division of TechTarget, Inc.

Software 179

Software Software Artificial Intelligence Development 179

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 209

DevOps Artificial Intelligence Healthcare Innovation 209

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 241

Best Practices Analytics Metrics Code 241

Dynatrace

MAY 2, 2024

As organizations train generative AI systems with critical data, they must be aware of the security and compliance risks. Therefore, these organizations need an in-depth strategy for handling data that AI models ingest, so teams can build AI platforms with security in mind. Check out the resources below for more information.

Artificial Intelligence 242

Artificial Intelligence Cloud Best Practices DevOps 242

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 263

Best Practices Government C++ Education 263

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 220

Artificial Intelligence Healthcare Retail Government 220

CSS Wizardry

OCTOBER 27, 2018

Simply knowing the different forms of performance testing that we have available to us, and where they sit in the product development process, makes it much easier for businesses to adopt a performance strategy and keep on top of things. Who: Engineers. When: During development. Who: Engineers, Product Owners, Marketing.

Performance Testing 198

Performance Testing Testing Performance Strategy 198

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 177

Strategy Programming Cloud Best Practices 177

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 186

Artificial Intelligence DevOps Analytics Cloud 186

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 203

Artificial Intelligence Open Source Cloud Analytics 203

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 200

Best Practices Open Source Tuning Infrastructure 200

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 175

Cloud Traffic Best Practices Strategy 175

Dynatrace

AUGUST 7, 2023

Pairing generative AI with causal AI One key strategy is to pair generative AI with causal AI , providing organizations with better-quality data and answers as they make key decisions. Because generative AI is probabilistic in nature, its value depends on the quality of data that trains its algorithms and prompts.

DevOps 198

DevOps Analytics Best Practices Java 198