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 201

Cache Azure Infrastructure Monitoring 201

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

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 192

Cloud Strategy Retail Energy 192

Dynatrace

MARCH 29, 2024

Teams require innovative approaches to manage vast amounts of data and complex infrastructure as well as the need for real-time decisions. Generative AI: A type of AI that uses an algorithm trained on large amounts of data collected from diverse sources to generate various types of content, including text, images, audio, and synthetic data.

Artificial Intelligence 179

Artificial Intelligence DevOps Strategy Open Source 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. CloudOps includes processes such as incident management and event management. The four stages of data processing. Aggregate it for alerts.

DevOps 192

DevOps Artificial Intelligence Healthcare Innovation 192

Dynatrace

JULY 6, 2022

And what are the best strategies to reduce manual labor so your team can focus on more mission-critical issues? At its most basic, automating IT processes works by executing scripts or procedures either on a schedule or in response to particular events, such as checking a file into a code repository. So, what is IT automation?

Artificial Intelligence 185

Artificial Intelligence Tuning Strategy Big Data 185

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 82

Cloud Open Source Strategy Best Practices 82

Dynatrace

OCTOBER 14, 2022

By processing vast amounts of relevant data across domains and tiers and automatically finding relationships between systems and processes, AI becomes very good at answering even highly complex questions. Supervised learning uses already-labeled data to train algorithms for specific outputs. What is machine learning?

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. Get ready for actionable insights that balance technical depth with practical advice. This includes servers, applications, software platforms, and websites.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

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

Scalegrid

JANUARY 12, 2024

In the realm of cloud-based business operations, there is an increasing dependence on complex information processing patterns. Executing cutting-edge intelligent apps’ deployment after successful training becomes much easier thanks primarily to this functionality made possible! Ultimately improving efficiency while minimizing errors.

Cloud 130

Cloud Virtualization Storage Efficiency 130

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. The rise of data observability in DevOps Data forms the foundation of decision-making processes in companies across the globe.

DevOps 192

DevOps Analytics Airlines Metrics 192

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 88

Social Media Artificial Intelligence Innovation Logistics 88

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. It comprises a collection of interrelated data and a set of software tools that aid in the access, processing, and management of data.

Efficiency 147

Efficiency Storage Database Scalability 147

Dynatrace

MAY 26, 2022

It boasts a host of specialization courses including automation of DevSecOps process, observability operations, and more. 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.”.

Strategy 165

Strategy Programming Cloud Best Practices 165

O'Reilly

NOVEMBER 21, 2019

This is precisely the kind of problem that robotic process automation (RPA) aims to address. She’s the vestigial human link in a process—insurance claims processing—that has a mostly automated workflow. Robots cannot reflect on and derive innovative solutions to hard problems. RPA explained.

Processing 83

Processing Programming Virtualization Technology 83

Dynatrace

MARCH 16, 2021

While some AIOps tools offer significant benefits over manual processes, not all of them can deliver the results organizations expect. AIOps solutions offer the potential to increase observability, automate processes, and enhance value at scale. The challenge? What type of AI is the best approach for AIOps? Reduced IT spend.

Artificial Intelligence 189

Artificial Intelligence Open Source Cloud Analytics 189

Dynatrace

NOVEMBER 22, 2021

Gartner data also indicates that at least 81% of organizations have adopted a multicloud strategy. With AIOps , practitioners can apply automation to IT operations processes to get to the heart of problems in their infrastructure, applications and code. But most of that budget goes toward running the business—not software innovation.

AWS 225

AWS Lambda Artificial Intelligence Serverless 225

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 169

Games Metrics Monitoring Cloud 169

Adrian Cockcroft

NOVEMBER 26, 2023

SUS101: Sustainability innovation in AWS Global Infrastructure AWS is determined to make the cloud the cleanest and most energy-efficient way to run customers’ infrastructure and business. This includes providing the efficient, resilient services AWS customers expect, while minimizing their environmental footprint. AWS speaker: T.

AWS 52

AWS Energy IoT Best Practices 52

Percona

OCTOBER 18, 2023

It’s a complex process involving various factors and meticulous planning. Today, we’ll be taking a deep dive into the intricacies of database migration, along with specific solutions to help make the process easier. The savings can be particularly significant for organizations looking to optimize their IT spending.

Open Source 94

Open Source Database Hardware Strategy 94

Official Blog - World Web Technology

NOVEMBER 22, 2023

It simplifies processes, boosts productivity, and delivers bespoke solutions, offering enterprises a competitive advantage and boosting user experiences in a digital-driven environment. Their wide-ranging knowledge provides customers with unique strategies that provide substantial results.

Software 59

Software Software Development Innovation 59

The Morning Paper

JANUARY 7, 2020

Making predictions is a dangerous game, but as we look forward to the next decade a few things seem certain: increasing automation, increasing system complexity, faster processing, more inter-connectivity, and an even greater human and societal dependence on technology. With thanks to Thomas Depierre for the paper recommendation.

Games 84

Games Monitoring Speed Systems 84

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”. . Flow Time and Speed of Innovation. Various efforts to optimize different stages of the process had only seen costs continue to rise.

Metrics 52

Metrics Speed Innovation Technology 52

Strategic Tech

MARCH 26, 2019

It makes business sense to hire cheap programmers and put in place a standard process. 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

Dynatrace

JUNE 1, 2021

However, with today’s highly connected digital world, monitoring use cases expand to the services, processes, hosts, logs, networks, and of course, end-users that access these applications — including a company’s customers and employees. Increased time spent on innovation. What does APM stand for? Why businesses need APM.

Monitoring 148

Monitoring Mobile Social Media Artificial Intelligence 148

Testsigma

DECEMBER 20, 2019

Testing continued to evolve, and it took advantage of technology innovations. Computer vision : Training computers to understand or interpret the visual world from images, videos and deep learning models. Natural language processing : Programming computers to analyze and process natural human language. trillion in 2021.

Artificial Intelligence 54

Artificial Intelligence Testing Healthcare Innovation 54

All Things Distributed

MARCH 13, 2017

In the past, their sales departments defined specifications according to the customer's wishes, which were then transferred step by step into the manufacturing process. These measures eliminated dependencies amongst business units, increased self-responsibility, eased communication processes and improved overall organizational alignment.

Social Media 84

Social Media Retail Automotive Innovation 84

Strategic Tech

SEPTEMBER 29, 2018

You’ve got a backlog full of innovative product ideas that will transform your business results, but you just can’t hire people quickly enough to build and deliver your wondrous innovations. Improving your hiring fortunes is not just about optimising your hiring process, it’s about making systemic changes to your organisation.

Software Engineering 40

Software Engineering Open Source Engineering Java 40

ACM Sigarch

APRIL 8, 2019

big-data processing, machine learning, quantum computing, and so on). ML and deep learning innovations are constantly in the news. Her current work focuses on hardware/software co-design for extremely large-scale deep learning training. For those of us who pursued computer architecture as a career, this is well understood.

Architecture 74

Architecture Open Source Hardware Software Engineering 74

Tasktop

JUNE 20, 2019

And why, in lieu of a single tool or process, organizations need to identify and eliminate long cycles and wait times within development itself, and beyond. Creates a modular, Agile toolchain: Software innovators require a best-of-breed tool strategy. But here’s the rub: Agile development teams do not work in isolation.

Development 45

Development DevOps Google Innovation 45

Percona

JUNE 22, 2023

Failover mechanisms The primary purpose of failover — the automatic process of switching from a failed or offline database server to a standby or backup server — is to ensure user access and functionality of databases without interruption, even if there is a hardware or software failure.

Availability 110

Availability Database Open Source Hardware 110

O'Reilly

NOVEMBER 28, 2023

Users and Nonusers AI adoption is in the process of becoming widespread, but it’s still not universal. Until AI reaches 100%, it’s still in the process of adoption. Training models and developing complex applications on top of those models is becoming easier. report that the difficulty of training a model is a problem.

Open Source 108

Open Source Artificial Intelligence Google Infrastructure 108

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. Each algorithm needed a process of evaluation and tuning to get great results in AVA Discovery View.

Media 169

Media Scalability Architecture Strategy 169

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

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. Propensity models are regression and classification models trained on customer data.

Retail 152

Retail C++ Analytics Metrics 152

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. The right tools at the right time, help streamline the design process.

Airlines 128

Airlines Mobile Design Strategy 128