Dynatrace

JULY 25, 2023

Generative AI drives productivity through AI-powered analytics and automation for all members of your organization. Large language models (LLMs), which are the foundation of generative AIs, are neural networks: they learn, summarize, and generate content based on training data. This AI also triggers automated remediation actions.

Best Practices 238

Best Practices Analytics Metrics Code 238

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. The app’s advanced algorithms and real-time data analytics translate utilization metrics into their CO2 equivalent (CO2e). Download report Already a Dynatrace customer?

Energy 240

Energy Cloud Airlines Strategy 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 210

Cache Azure Infrastructure Monitoring 210

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 200

Artificial Intelligence IoT Programming Innovation 200

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. These tools provide the means to collect, transfer, and process large volumes of data that are increasingly common in analytics applications.

Artificial Intelligence 195

Artificial Intelligence Tuning Strategy Big Data 195

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

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. How: RUM tooling, analytics, monitoring. Who: Engineers. When: During development.

Performance Testing 196

Performance Testing Testing Performance Strategy 196

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. CloudOps: Applying AIOps to multicloud operations.

DevOps 203

DevOps Artificial Intelligence Healthcare Innovation 203

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 192

DevOps Analytics Best Practices Java 192

Dynatrace

OCTOBER 14, 2022

Therefore, organizations are increasingly turning to artificial intelligence and machine learning technologies to get analytical insights from their growing volumes of data. AI applies advanced analytics and logic-based techniques to interpret data and events, support and automate decisions, and even take intelligent actions.

Artificial Intelligence 181

Artificial Intelligence DevOps Analytics Cloud 181

Dynatrace

MARCH 16, 2021

Artificial intelligence operations (AIOps) is an approach to software operations that combines AI-based algorithms with data analytics to automate key tasks and suggest solutions for common IT issues, such as unexpected downtime or unauthorized data access. Here’s how. What is AIOps and what are the challenges?

Artificial Intelligence 198

Artificial Intelligence Open Source Cloud Analytics 198

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 214

Artificial Intelligence Healthcare Retail Government 214

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

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. AIOps tools can help you streamline operations.

AWS 234

AWS Lambda Artificial Intelligence Serverless 234

Dynatrace

JANUARY 31, 2024

Data observability is crucial to analytics and automation, as business decisions and actions depend on data quality. 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.

DevOps 199

DevOps Analytics Airlines Metrics 199

Dynatrace

NOVEMBER 15, 2021

Working on a customer win-back strategy is cost-intensive and not always fruitful, which makes having an excellent DX more crucial than ever. Dynatrace offers comprehensive digital experience monitoring and business analytics that drive to the heart of the user journey.

Mobile 224

Mobile Social Media Monitoring Metrics 224

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 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

Sutter's Mill

NOVEMBER 11, 2024

Today I’m thrilled to start at Citadel Securities , a firm that “combines deep trading acumen with leading-edge analytics and technology to deliver liquidity to some of the world’s most important markets, retail brokerages, and financial institutions.”

C++ 96

C++ Lambda Retail Code 96

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. User experience and business analytics. All these terms refer to related technology and practices. Why businesses need APM.

Monitoring 148

Monitoring Mobile Social Media Open Source 148

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 110

Open Source Google Artificial Intelligence Infrastructure 110

Highly Scalable

MARCH 10, 2015

most of them are structured as data scientist manuals focusing on algorithms and methodologies and assume that human decisions play a central role in transforming analytical findings into business actions. This framework will later be used to describe analytical problems in a more uniform way. Problem 2 : Recommendations.

Retail 152

Retail C++ Analytics Metrics 152

The Netflix TechBlog

NOVEMBER 20, 2023

Whether in analyzing A/B tests, optimizing studio production, training algorithms, investing in content acquisition, detecting security breaches, or optimizing payments, well structured and accurate data is foundational. Apache Iceberg Iceberg is a high-performance format for huge analytic tables.

Processing 220

Processing Big Data Efficiency Engineering 220

O'Reilly

MAY 19, 2020

Live online training, videos, books, certification prep, and more, from O’Reilly and our partner publishers. In other words, comparatively few respondent organizations appear to be pursuing dedicated multi-cloud strategies. The poor showing for multi-cloud might be the difference between tactical/ad hoc and strategic usage.

Cloud 141

Cloud Serverless AWS DevOps 141

O'Reilly

OCTOBER 11, 2022

Over the past decade, one problem with data science and its successors has been the assumption that all you need is data, and lots of it; analyzing that data will lead you to new products, new processes, new strategies: just follow the data and let it transform your business. Was it trained using biased, unfair data?

Games 118

Games Processing Healthcare Systems 118

VoltDB

SEPTEMBER 10, 2024

Industrial IoT (IIoT) really means making industrial devices work together so they can communicate better for the sake of ultimately improving data analytics, efficiency, and productivity. Training should cover how to access, analyze, and manage data within the new environment.

IoT 52

IoT Architecture Scalability Analytics 52

VoltDB

OCTOBER 17, 2024

Big Data Analytics Handling and analyzing large volumes of data in real-time is critical for effective decision-making. Big data analytics platforms process data from multiple sources, providing actionable insights in real-time. Ensuring that employees are on board and trained to use new technologies is critical for success.

Automotive 52

Automotive IoT Energy Artificial Intelligence 52

The Morning Paper

SEPTEMBER 8, 2019

I’ve been excited about the potential for approximate query processing in analytic clusters for some time, and this paper describes its use at scale in production. In total, the clusters store a few exabytes of data and are primarily responsible for all of the batch analytics at Microsoft. VLDB’19. Approximate query support.

Big Data 57

Big Data Latency Analytics Azure 57

The Morning Paper

DECEMBER 13, 2020

There are a variety of strategies both for weighting and for pruning edges. Learning-based methods train classifiers for pruning. Once the graph is constructed, edge-pruning can be used to remove lower weighted edges. For example, Weighted Edge Pruning removes all edges less than or equal to the average edge weight.

Big Data 83

Big Data Open Source Processing Analytics 83

Tech News Gather

OCTOBER 7, 2023

In the ever-evolving landscape of business and marketing, where digital strategies often take center stage, it’s easy to overlook the enduring power of a simple phone call. Let’s explore why you should dedicate more thought and consideration to implementing a phone call tracking app in your business strategy.

Strategy 52

Strategy Big Data Scalability Games 52

Smashing Magazine

AUGUST 3, 2023

As an online booking platform, we connect travelers with transport providers worldwide, offering bus, ferry, train, and car transfers in over 30 countries. While paid marketing strategies like Google Ads play a part in our approach as well, enhancing our organic traffic remains a major priority. SEO is key to our success.

Performance 75

Performance Cache Traffic Metrics 75

All Things Distributed

MARCH 13, 2017

Job openings for machine learning scientists, data analytics experts, IT security experts or developers are already difficult to fill, and the demand for this knowledge will increase significantly in the next few years as customers show their demand for digital engagements. Development will have to be customized for each individual.

Social Media 71

Social Media Retail Automotive Innovation 71

Testsigma

DECEMBER 20, 2019

Computer vision : Training computers to understand or interpret the visual world from images, videos and deep learning models. This lowers the threshold of the skills needed for API testing, therefore, businesses can build a sustainable API testing strategy. AI-powered tools can convert manual UI tests into automated API tests.

Artificial Intelligence 54

Artificial Intelligence Testing Healthcare Innovation 54

Testsigma

APRIL 17, 2020

Training of Developers and Testers. The training will help both the developers and testers to easily collaborate and share important software testing information and insights related to the testing as well as development more often. Developers and testers should learn from each other.

Software 55

Software Software Testing DevOps 55

Tech News Gather

DECEMBER 7, 2022

They have analytical abilities and can advise you on what application would benefit your company. They’ll be in line with your business plan and help you develop strategies for your launch. You will discover specific strategies for the growth of your company.

Development 52

Development Mobile Strategy Internet 52

Smashing Magazine

NOVEMBER 22, 2021

This includes building websites, hosting websites, managing campaigns, SEO, analytics, CRM, and much more. And that in order to achieve this strategy implementing a culture of performance throughout the organization is a must. Wix is a SaaS platform providing products and services for any type of user to create an online presence.

Website 129

Website Performance Google Website Performance 129

Alex Russell

MAY 9, 2022

through one of the dozens of analytics tools they've inevitably integrated over the years), but nobody looks at it. These organisations may perform incidental data collection (from business analytics tools, e.g.) but are inconsistently reviewing performance metrics or considering them when formulating KPI s and OKR s. Photo by von Vix.

Performance 99

Performance Latency Metrics Engineering 99