Dynatrace

JANUARY 18, 2024

Automation and analysis features, in particular, have boosted operational efficiency and performance by tracking and responding to complex or information-dense situations. Explainable AI tools and practices are important for understanding and weeding out biases like this to improve output accuracy and operational efficiency.

Artificial Intelligence 277

Artificial Intelligence Healthcare Government Technology 277

Dynatrace

JULY 5, 2022

Artificial intelligence for IT operations (AIOps) uses machine learning and AI to help teams manage the increasing size and complexity of IT environments through automation. Like the development and design phases, these applications generate massive data volumes that offer relevant and actionable insights.

Artificial Intelligence 325

Artificial Intelligence Cloud Innovation Strategy 325

Dynatrace

MAY 2, 2024

blog Generative AI is an artificial intelligence model that can generate new content—text, images, audio, code—based on existing data. Generative AI in IT operations – report Read the study to discover how artificial intelligence (AI) can help IT Ops teams accelerate processes, enable digital transformation, and reduce costs.

Artificial Intelligence 264

Artificial Intelligence Cloud Best Practices DevOps 264

Dynatrace

NOVEMBER 6, 2023

Dynatrace Grail™ data lakehouse unifies the massive volume and variety of observability, security, and business data from cloud-native, hybrid, and multicloud environments while retaining the data’s context to deliver instant, cost-efficient, and precise analytics. Digital transformation 2.0

Azure 245

Azure Analytics Artificial Intelligence Innovation 245

Dynatrace

JUNE 1, 2020

With answers at your fingertips, data backed decisions, and real-time visibility into business KPIs, Dynatrace enables you to consistently deliver better digital business outcomes across all your channels more efficiently than ever before. Dynatrace APM – Named a Leader in APM and yet, we’re much more. ” How to evaluate a APM solution?

Artificial Intelligence 254

Artificial Intelligence Social Media Monitoring IoT 254

Dynatrace

JANUARY 23, 2024

Dynatrace unified observability and security is critical to not only keeping systems high performing and risk-free, but also to accelerating customer migration, adoption, and efficient usage of their cloud of choice. Learn more about Dynatrace and AWS in the whitepaper, Why modern, well-architected AWS clouds demand AI-powered observability.

Cloud 264

Cloud Artificial Intelligence Performance AWS 264

Dynatrace

OCTOBER 4, 2022

While data lakes and data warehousing architectures are commonly used modes for storing and analyzing data, a data lakehouse is an efficient third way to store and analyze data that unifies the two architectures while preserving the benefits of both. A data lakehouse, therefore, enables organizations to get the best of both worlds.

Artificial Intelligence 246

Artificial Intelligence Storage Analytics Government 246

Dynatrace

OCTOBER 14, 2021

Artificial intelligence for IT operations (AIOps) is an IT practice that uses machine learning (ML) and artificial intelligence (AI) to cut through the noise in IT operations, specifically incident management. Dynatrace news. But what is AIOps, exactly? And how can it support your organization? What is AIOps?

Artificial Intelligence 246

Artificial Intelligence DevOps Innovation Metrics 246

Dynatrace

NOVEMBER 2, 2022

Organizations have increasingly turned to software development to gain competitive edge, to innovate and to enable more efficient operations. Today, software development teams use artificial intelligence (AI) to conduct software testing so they can eliminate human intervention. Autonomous testing. Chaos engineering.

Software 246

Software Software Artificial Intelligence DevOps 246

Dynatrace

OCTOBER 4, 2022

A data lakehouse addresses these limitations and introduces an entirely new architectural design. Further, it builds a rich analytics layer powered by Dynatrace causational artificial intelligence, Davis® AI, and creates a query engine that offers insights at unmatched speed. Thus, it can scale massively.

Artificial Intelligence 290

Artificial Intelligence Analytics Storage Architecture 290

Dynatrace

SEPTEMBER 8, 2023

To achieve this, we’ll create a Grail bucket specifically designed to retain data for a duration of 10 years (3,657 days). In the above recording, we demonstrate an alert specifically designed to notify when there is a significant increase in pending transactions.

Database 290

Database Artificial Intelligence Metrics Monitoring 290

Dynatrace

DECEMBER 16, 2019

The sudden lure of artificial intelligence (AI) and machine learning (ML) systems designed for IT brings new urgency to the topic of intellectual debt. In the next blog, we’ll look at a few examples of how intellectual debt might begin to accrue unnoticed, with an eye towards its impact on IT efficiency.

Artificial Intelligence 228

Artificial Intelligence Traffic Efficiency Innovation 228

O'Reilly

JANUARY 21, 2025

When we talk about conversational AI, were referring to systems designed to have a conversation, orchestrate workflows, and make decisions in real time. By separating these concerns, structured automation ensures that AI-powered systems are reliable, efficient, and maintainable. What Does Structured Automation Look Like in Practice?

Software Engineering 119

Software Engineering Efficiency Engineering Systems 119

Dynatrace

OCTOBER 30, 2023

The resulting vast increase in data volume highlights the need for more efficient data handling solutions. Thus, organizations face the critical problem of designing and implementing effective solutions to manage this growing data deluge and its associated implications.

Best Practices 290

Best Practices Analytics Artificial Intelligence Infrastructure 290

Dynatrace

DECEMBER 15, 2022

ITOps refers to the process of acquiring, designing, deploying, configuring, and maintaining equipment and services that support an organization’s desired business outcomes. Adding application security to development and operations workflows increases efficiency. CloudOps teams are one step further in the digital supply chain.

Artificial Intelligence 246

Artificial Intelligence DevOps Hardware Virtualization 246

Dynatrace

MAY 4, 2021

million per year just “keeping the lights on,” with 63% of CIOs surveyed across five continents calling out complexity as their biggest barrier to controlling costs and improving efficiency. According to the Dynatrace 2020 Global CIO Report , companies now spend an average of $4.8

Infrastructure 245

Infrastructure Monitoring Artificial Intelligence Cloud 245

Dynatrace

MARCH 10, 2021

This week Dynatrace achieved Amazon Web Services (AWS) Machine Learning Competency status in the new Applied Artificial Intelligence (Applied AI) category. The designation reflects AWS’ recognition that Dynatrace has demonstrated deep experience and proven customer success building AI-powered solutions on AWS. Dynatrace news.

AWS 221

AWS Cloud Artificial Intelligence Innovation 221

Dynatrace

OCTOBER 1, 2021

The goal of observability is to understand what’s happening across all these environments and among the technologies, so you can detect and resolve issues to keep your systems efficient and reliable and your customers happy. Observability is also a critical capability of artificial intelligence for IT operations (AIOps).

Metrics 363

Metrics Open Source Monitoring Cloud 363

Testsigma

FEBRUARY 18, 2020

What is Artificial Intelligence? Artificial intelligence works on the principle of human intelligence. They can be designed to execute all types of tasks from complex to simple ones. Artificial Narrow Intelligence. Almost all artificial machines built to date fall under this category.

Artificial Intelligence 52

Artificial Intelligence Healthcare Programming Logistics 52

Dynatrace

OCTOBER 6, 2023

Grail: Enterprise-ready data lakehouse Grail, the Dynatrace causational data lakehouse, was explicitly designed for observability and security data, with artificial intelligence integrated into its foundation. Adopting this level of data segmentation helps to maximize Grail’s performance potential.

Artificial Intelligence 279

Artificial Intelligence Metrics Analytics Storage 279

Dynatrace

JANUARY 23, 2024

AI-enabled chatbots can help service teams triage customer issues more efficiently. Deriving business value with AI, IT automation, and data reliability When it comes to increasing business efficiency, boosting productivity, and speeding innovation, artificial intelligence takes center stage. What is explainable AI?

Performance 246

Performance DevOps Innovation Energy 246

Dynatrace

NOVEMBER 8, 2021

” APM vendors originally designed their solutions to quickly identify application performance issues in monolithic on-premises apps. Artificial intelligence for IT operations (AIOps) for applications. The applications being observed may be developed internally, as packaged applications or as software as a service (SaaS).”

Artificial Intelligence 246

Artificial Intelligence Monitoring Infrastructure Cloud 246

All Things Distributed

DECEMBER 13, 2016

AWS is not only affordable but it is secure and scales reliably to drive efficiencies into business transformations. At re:Invent 2016 , AWS announced Greengrass (in limited preview), a new service designed to extend the AWS programming model to small, simple, field-based devices.

AWS 155

AWS Cloud Artificial Intelligence IoT 155

KeyCDN

FEBRUARY 22, 2023

PWAs are designed to work offline, be fast, and provide a seamless user experience across different devices. Motion UI Motion UI is a design trend involving animation and other interactive elements to create a more dynamic and engaging user experience. They thus adapt to the user's browser, screen size, and device specifications.

Artificial Intelligence 111

Artificial Intelligence Development Serverless Website 111

Dynatrace

JUNE 1, 2020

With answers at your fingertips, data backed decisions, and real-time visibility into business KPIs, Dynatrace enables you to consistently deliver better digital business outcomes across all your channels more efficiently than ever before. Dynatrace APM – Named a Leader in APM and yet, we’re much more.

Monitoring 173

Monitoring Performance Social Media Artificial Intelligence 173

VoltDB

OCTOBER 30, 2024

By conducting routine tasks on machinery and infrastructure, organizations can avoid costly breakdowns and maintain operational efficiency. You could play with it until you felt like building something else and turning the current models into interior design pieces. The beauty of Legos was (is) the “one and done” aspect of it.

Automotive 52

Automotive IoT Artificial Intelligence Energy 52

Scalegrid

FEBRUARY 8, 2024

Their design emphasizes increasing availability by spreading out files among different nodes or servers — this approach significantly reduces risks associated with losing or corrupting data due to node failure. Variations within these storage systems are called distributed file systems.

Storage 130

Storage Systems Big Data Azure 130

Scalegrid

JANUARY 8, 2024

Discover key insights and strategic advice in our article, designed to steer you toward the best cloud solution that fits your company’s priorities. With performance optimization at its core along with mitigating risks associated with relying solely on one cloud provider or taking advantage of cost efficiencies. What is Hybrid Cloud?

Cloud 147

Cloud Strategy Scalability Artificial Intelligence 147

KeyCDN

MARCH 14, 2019

Therefore, they are designed to adapt to the browser, screen size, and device specifications of the user. It can be used to decouple your frontend from your backend and improve server efficiency. They are especially useful in grid-based design. Except to see such ambient design elements increase in popularity.

Development 101

Development Blockchain Serverless Social Media 101

Scalegrid

MARCH 14, 2024

In practice, a hybrid cloud operates by melding resources and services from multiple computing environments, which necessitates effective coordination, orchestration, and integration to work efficiently. Tailoring resource allocation efficiently ensures faster application performance in alignment with organizational demands.

Strategy 130

Strategy Cloud Artificial Intelligence Infrastructure 130

Scalegrid

JANUARY 12, 2024

This article analyzes cloud workloads, delving into their forms, functions, and how they influence the cost and efficiency of your cloud infrastructure. Utilizing cloud platforms is especially useful in areas like machine learning and artificial intelligence research.

Cloud 130

Cloud Virtualization Storage Efficiency 130

O'Reilly

APRIL 30, 2024

Given that our leading scientists and technologists are usually so mistaken about technological evolution, what chance do our policymakers have of effectively regulating the emerging technological risks from artificial intelligence (AI)? We ought to heed Collingridge’s warning that technology evolves in uncertain ways.

Social Media 127

Social Media Artificial Intelligence Innovation Logistics 127

ACM Sigarch

APRIL 26, 2018

BPU: Brain Processing Unit is the design of the AI chips by Horizon Robotics. Dataflow Processing Unit (DPU) is the product of Wave Computing, a Silicon Valley company which is revolutionizing artificial intelligence and deep learning with its dataflow-based solutions. In ISSCC’18, there were many NPU designs.

Hardware 100

Hardware Artificial Intelligence Architecture Google 100

O'Reilly

MARCH 25, 2025

This creates a whole new set of challenges that traditional software development approaches simply weren’t designed to handle. With the advent of generative AI, therell be significant opportunities for product managers, designers, executives, and more traditional software engineers to contribute to and build AI-powered software.

Systems 69

Systems Development Tuning Monitoring 69

Scalegrid

JANUARY 11, 2024

Continuous cloud monitoring enables real-time detection and response to incidents, with best practices highlighting the importance of assessing cloud service providers, adopting layered security, and leveraging automation for efficient scanning and monitoring.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

O'Reilly

JUNE 11, 2024

This design decision was simple, but surprisingly important. Designing the compensation plan was a significant part of the project. This data goes to our compensation model, which is designed to be revenue-neutral. In our case, that problem is helping students to acquire new skills more efficiently. Ours can and will.

Design 136

Design Open Source Database Programming 136

Dynatrace

JUNE 1, 2021

According to Gartner , “Application performance monitoring is a suite of monitoring software comprising digital experience monitoring (DEM), application discovery, tracing and diagnostics, and purpose-built artificial intelligence for IT operations.” Organizations can take one of two approaches when picking APM tools.

Monitoring 165

Monitoring Mobile Social Media Cloud 165