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 172

Artificial Intelligence DevOps Analytics Cloud 172

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 17, 2024

As organizations turn to artificial intelligence for operational efficiency and product innovation in multicloud environments, they have to balance the benefits with skyrocketing costs associated with AI. An AI observability strategy—which monitors IT system performance and costs—may help organizations achieve that balance.

Strategy 219

Strategy Artificial Intelligence Storage Cloud 219

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. At Perform 2021 , Dynatrace lead data scientist Thomas Natschläger gave a deep dive into the Dynatrace AI engine, Davis. You can find the full list of Perform sessions available on demand.

Games 169

Games Metrics Monitoring Cloud 169

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

Dynatrace

NOVEMBER 22, 2021

Gartner data also indicates that at least 81% of organizations have adopted a multicloud strategy. Deterministic AI, or causal AI, automatically reveals precise links between cause and effect in real time—and takes action on these root causes before they result in performance or user experience problems downstream.

AWS 225

AWS Lambda Artificial Intelligence Serverless 225

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. This app nurtures a maker mindset and empowers users to bring their ideas to life by encouraging exploration, experimentation, and innovation.

Education 52

Education Virtualization Innovation Transportation 52

Dynatrace

DECEMBER 30, 2021

This article includes key takeaways on AIOps strategy: Manual, error-prone approaches have made it nearly impossible for organizations to keep pace with the complexity of modern, multicloud environments. Organizations need automatic intelligence to identify the root cause of cloud systems’ performance and security issues.

Strategy 219

Strategy Energy Cloud Innovation 219

Tasktop

MARCH 9, 2021

I am excited to write about a new strategy to help organizations adapt more effectively to the intensified digital-first world. The focus of the VSMC is accelerating the performance of organizations across the globe through the increased adoption of VSM thinking and enabling technology. From a U.S.

Education 52

Education Healthcare Innovation Strategy 52

Dynatrace

MAY 8, 2023

Digital transformation strategies are fundamentally changing how organizations operate and deliver value to customers. They help organizations streamline and automate complex and time-consuming procedures and improve overall performance. This keeps teams from falling into old habits and enables them to continually innovate and expand.

Strategy 172

Strategy Retail DevOps Education 172

Tasktop

MARCH 9, 2021

I am excited to write about a new strategy to help organizations adapt more effectively to the intensified digital-first world. The focus of the VSMC is accelerating the performance of organizations across the globe through the increased adoption of VSM thinking and enabling technology. From a U.S.

Education 40

Education Healthcare Innovation Strategy 40

Strategic Tech

MARCH 26, 2019

you will get exactly what you pay for…low-performing software teams. You will be handing the initiative to your competitors who invested in their software development capabilities and are out-innovating you as a result. How do I create high performing teams to out-innovate the competition? What do I measure?

Software Engineering 76

Software Engineering Engineering Software Software 76

Tasktop

JUNE 17, 2021

If so, you may want to follow Watts’s lead and simplify your Agile strategy by basing it on end-to-end value stream flow for a “constancy of purpose”. . It highlighted the issue of performing Agile ceremonies like Scrum without seeing an impact from the business POV (e.g. Flow Time and Speed of Innovation.

Metrics 52

Metrics Speed Innovation Technology 52

The Morning Paper

JANUARY 7, 2020

To generate successful strategies for unusual situtations, an operator also needs good understanding of the process under control, and the current state of the system. ‘Graceful degradation’ of performance is quoted in “Fitt’s list” of man-computer qualities as an advantage of man over machine.

Games 84

Games Monitoring Speed Systems 84

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. In this model, the primary focus is how to perform complex tasks very efficiently and reliably at scale. By learning, I don’t mean training programs or the sharing of existing knowledge.

Strategy 17

Strategy Scalability Efficiency Programming 17

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 230

Energy Cloud Airlines Strategy 230

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 192

DevOps Artificial Intelligence Healthcare Innovation 192

The Netflix TechBlog

JANUARY 30, 2023

By inspecting past asset performance from thousands of titles that have already been launched on Netflix, we achieve a beautiful intersection of art & science. We also build internal datasets and models for features where pre-trained models are not sufficient. similar objects if the model is trained for object detection).

Media 256

Media Design Innovation Strategy 256

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

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

The Netflix TechBlog

AUGUST 17, 2023

From our testing on promotional assets , we know which of these assets have performed well and which ones haven’t. 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.

Media 169

Media Scalability Architecture Strategy 169

Percona

OCTOBER 18, 2023

Free of vendor lock-in Vendor lock-in refers to the loss of freedom to scale, innovate, or switch to alternatives due to dependencies on a specific database vendor. Are you looking to enhance performance, improve scalability, cut expenses, or gain access to specific features you don’t currently have?

Open Source 97

Open Source Database Hardware Strategy 97

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 108

Open Source Artificial Intelligence Google Infrastructure 108

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 189

Artificial Intelligence Open Source Cloud Analytics 189

The Morning Paper

JUNE 27, 2019

In this paper we argue that systems for numerical computing are stuck in a local basin of performance and programmability. 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. GPU and TPU).

Systems 87

Systems Tuning Programming Innovation 87

Smashing Magazine

DECEMBER 22, 2021

You’ll find psychology heuristics just like tips for building a winning UX strategy , dive deep into user research and UX writing , and explore real-world examples — good and bad — from which you can learn to create experiences that truly matter. On the site, you’ll also find practical UX challenges to train yourself in crucial UX skills.

Airlines 128

Airlines Mobile Design Strategy 128

Tasktop

OCTOBER 30, 2019

He had a strategy. Auditors – a powerful asset to help you innovate . It means developers were no longer doing the non-value-adding heavy lifting” added Shaun Norris, Field CIO from Pivotal, enabling the acceleration that enables DBS to be considered an elite performer. Chris had his sales hat on,” continued Aho. “He

DevOps 8

DevOps Education Innovation Metrics 8

Dynatrace

JUNE 1, 2021

Application performance monitoring (APM) is the practice of tracking key software application performance metrics using monitoring software and telemetry data. Practitioners use APM to ensure system availability, optimize service performance and response times, and improve user experiences. Application performance management.

Monitoring 148

Monitoring Mobile Social Media Artificial Intelligence 148

O'Reilly

NOVEMBER 21, 2019

Unlike humans, a software robot doesn’t get tired, bored, or distracted, especially when its performing a tedious or repetitive task. Unlike humans, a software robot performs tasks precisely the same way each and every time. Robots cannot reflect on and derive innovative solutions to hard problems. But RPA is different.

Processing 83

Processing Programming Virtualization Technology 83

Tasktop

JUNE 20, 2019

Creates a modular, Agile toolchain: Software innovators require a best-of-breed tool strategy. Creates a modular, Agile toolchain: Software innovators require a best-of-breed tool strategy. After attending training, you will have the knowledge to become a VSM ambassador at your organization or agency. Learn more.

Development 45

Development DevOps Google Innovation 45

Percona

JUNE 22, 2023

With MongoDB, you can set read-only privileges in which users can query data but cannot perform write operations. This helps prevent the possibility of a single point of failure, which could cause downtime or slow performance. How does high availability work?

Availability 112

Availability Database Open Source Hardware 112

Highly Scalable

MARCH 10, 2015

More specifically, the article was inspired by three major case studies from Albert Heijn [KOK07], the largest supermarket chain in the Netherlands, Zara [CA12], an international apparel retailer, and RueLaLa [JH14], an innovative online fashion retailer. were a subject of intensive research over the last century, if not longer. Applications.

Retail 152

Retail C++ Analytics Metrics 152

The Agile Manager

JUNE 23, 2007

Thus leadership and its derivative characteristics - notably innovation and responsiveness - are the result of calculated, not wanton, risk taking. It provides guarantees for availability, performance and completeness for delivery of identified, regimented services or functionality. Traditionally, IT has been a risk assumer.

Technology 40

Technology Technology Energy Innovation 40

Dynatrace

JANUARY 4, 2024

It can be difficult to understand the basis of AI systems’ decisions, particularly when they are trained on large and complex data sets. AI systems, and their data, can be biased, either intentionally or unintentionally, reflecting the biases of their creators or the data on which they are trained. AI system bias. Data in context.

Artificial Intelligence 231

Artificial Intelligence Strategy Traffic Virtualization 231

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

High Scalability

NOVEMBER 25, 2019

For e.g., if accessing file system over WebDAV or FTP has performance issues, and it will take 4 hours to fix, then for those 4 hours, you can just kill FTP/WebDAV at kong/firewall and ask customers to use web UI or other mechanisms to work. Who performs what roles? What is your storage strategy? Do you use a reverse proxy?

Architecture 52

Architecture Cache Azure Storage 52