Dynatrace

SEPTEMBER 21, 2023

The growing adoption of innovations like generative AI, based on large-language models (LLMs), will only increase demand for cloud computing. 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.

Energy 245

Energy Cloud Airlines Strategy 245

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

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

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. Building apps and innovations.

Artificial Intelligence 206

Artificial Intelligence IoT Programming Innovation 206

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

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

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. SecOps: Applying AIOps to secure applications in real time.

DevOps 209

DevOps Artificial Intelligence Healthcare Innovation 209

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

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

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

NOVEMBER 22, 2021

Gartner data also indicates that at least 81% of organizations have adopted a multicloud strategy. Unlike traditional machine-learning models that require extensive, time-consuming training, Dynatrace’s causal AI pinpoints normal and anomalous behavior in context in real time. DevOps/DevSecOps with AWS.

AWS 237

AWS Lambda Artificial Intelligence Serverless 237

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

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

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

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

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

MAY 6, 2021

AI is driving big innovation in IT operations, with an ever-increasing demand to detect anomalies faster, sooner, and more accurately. One of them is by setting a monitoring strategy that provides automatic static thresholds.”. Dynatrace news. While observing is critical, the real value comes with the capacity for predictive AIOps.

Games 183

Games Metrics Monitoring Cloud 183

Dynatrace

JANUARY 31, 2024

In the age of AI, data observability has become foundational and complementary to AI observability, data quality being essential for training and testing AI models. Data is the foundation upon which strategies are built, directions are chosen, and innovations are pursued.

DevOps 203

DevOps Analytics Airlines Metrics 203

Tasktop

OCTOBER 12, 2020

A telecom giant changing its outsourcing strategy to negotiate better terms with its service partners. An online investment firm discovering a system bottleneck impeding digital channel innovation; the Flow Framework® is yielding great success at some of the largest and most impactful organizations. Expert Support and Training.

Programming 98

Programming DevOps Healthcare Strategy 98

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 95

Open Source Strategy Government Tuning 95

The Netflix TechBlog

DECEMBER 2, 2019

Julie (Novak) Beckley, Andy Rhines, Jeffrey Wong, Matthew Wardrop, Toby Mao, Martin Tingley Ever wonder why Netflix works so well when you’re streaming at home, on the train, or in a foreign hotel? The Bootstrapping Methods Suppose you are watching The Crown on a train and Claire Foy’s face appears pixelated.

Metrics 147

Metrics Strategy Testing Efficiency 147

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 85

Cloud Open Source Strategy Best Practices 85

The Netflix TechBlog

DECEMBER 2, 2019

Julie (Novak) Beckley, Andy Rhines, Jeffrey Wong, Matthew Wardrop, Toby Mao, Martin Tingley Ever wonder why Netflix works so well when you’re streaming at home, on the train, or in a foreign hotel? The Bootstrapping Methods Suppose you are watching The Crown on a train and Claire Foy’s face appears pixelated.

Metrics 143

Metrics Strategy Testing Efficiency 143

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

The Netflix TechBlog

AUGUST 17, 2023

The complexity of these factors makes it difficult to determine the best creative strategy for upcoming titles. For many teams and titles, Stills are essential to Netflix’s promotional asset strategy. This feedback is easily accessible by our algorithm partners and used in training improved versions of the models.

Media 179

Media Scalability Architecture Strategy 179

The Netflix TechBlog

DECEMBER 2, 2019

Julie (Novak) Beckley, Andy Rhines, Jeffrey Wong, Matthew Wardrop, Toby Mao, Martin Tingley Ever wonder why Netflix works so well when you’re streaming at home, on the train, or in a foreign hotel? The Bootstrapping Methods Suppose you are watching The Crown on a train and Claire Foy’s face appears pixelated.

Metrics 130

Metrics Strategy Testing Efficiency 130

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

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. Join the revolution with ScaleGrid’s DBaaS – where efficiency meets innovation. Don’t miss out on the future of database management.

Efficiency 147

Efficiency Storage Database Scalability 147

The Agile Manager

AUGUST 31, 2024

Standardizing roles, skills and training makes the individual laborer interchangeable. Job preservation, at least in the short term for this cohort, comes from completing corporate training and acquiring professional certifications. Training through community or experience is not in the cards.

Open Source 96

Open Source Engineering Performance Innovation 96

O'Reilly

APRIL 30, 2024

Time and again, leading scientists, technologists, and philosophers have made spectacularly terrible guesses about the direction of innovation. We’ll see more innovation if emerging AI tools are accessible to everyone, such that a dispersed ecosystem of new firms, start-ups, and AI tools can arise. But not all rents are bad.

Social Media 90

Social Media Artificial Intelligence Innovation Logistics 90

O'Reilly

APRIL 4, 2024

It is a dark pattern, a map to suboptimal outcomes rather than the true path to competition, innovation and the creation of robust companies and markets. In a well-functioning market, many startups would have explored a technology innovation like on-demand transportation over a much longer period.

Artificial Intelligence 63

Artificial Intelligence Open Source Innovation Transportation 63

The Morning Paper

JUNE 27, 2019

Systems researchers are doing an excellent job improving the performance of 5-year old benchmarks, but gradually making it harder to explore innovative machine learning research ideas. Performance on accelerators matters because almost all current machine learning research, and most training of production models, uses them.

Systems 87

Systems Programming Tuning Innovation 87

O'Reilly Software

JANUARY 29, 2020

Get a comprehensive overview and hands-on training on software architecture's many aspects. Such an understanding will help practitioners grasp the tradeoffs that are inherent in the architect’s role, begin to make important architectural decisions, and confidently implement strategies to the greater benefit of their organizations.

Software Architecture 12

Software Architecture Architecture Software Software 12

Strategic Tech

JANUARY 22, 2024

external consultants or training) Preference for waiting for the problems to arise (indicating the need for an AMET) or forming an AMET early to prevent issues arising Confidence level that modernization will actually happen (sometimes it is just too unclear and lacking priority) How quickly do you want/need to modernize?

Architecture 98

Architecture Metrics Logistics Strategy 98

O'Reilly

NOVEMBER 28, 2023

Training models and developing complex applications on top of those models is becoming easier. Many of the new open source models are much smaller and not as resource intensive but still deliver good results (especially when trained for a specific application). report that the difficulty of training a model is a problem.

Open Source 111

Open Source Google Artificial Intelligence Infrastructure 111

Dynatrace

JUNE 1, 2021

Application performance monitoring focuses on specific metrics and measurements; application performance management is the wider discipline of developing and managing an application performance strategy. Increased time spent on innovation. All these terms refer to related technology and practices. Why businesses need APM.

Monitoring 148

Monitoring Mobile Social Media Infrastructure 148