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Fueling the next wave of IT operations: Modernization with generative AI

Dynatrace

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.

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AWS Re:Invent 2021 guide: Multicloud modernization and digital transformation

Dynatrace

Not just logs, metrics and traces. Its approach to serverless computing has transformed DevOps. 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. Learn more here.

AWS 228
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What is artificial intelligence? See how it differs from machine learning in IT ops

Dynatrace

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. Why deterministic AIOps is essential for DevOps — and beyond. Increased shift-left capabilities.

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What is FinOps? How to keep cloud spend in check

Dynatrace

This public cloud management discipline provides IT, DevOps , CloudOps, finance, and business teams with continuous cost optimization tools and accurate accounting of cloud resources. Establish a FinOps culture that supports buy-in from all stakeholders, as well as metrics that all teams understand and use.

Cloud 194
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Reignite Your SAFe® Journey with Flow Metrics

Tasktop

“Business agility is the ability to compete and thrive in the digital age by quickly responding to market changes and emerging opportunities with innovative, digitally-enabled business solutions” – Scaled Agile . That’s why I’m so excited to see Flow Metrics added to the latest SAFe iteration. © Scaled Agile, Inc. Mik Kersten.

Metrics 98
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Cloud Automation workshop roadshow: Kick-off

Dynatrace

Three years ago, I toured through the US, Europe, and Asia giving hands-on training sessions on what I then called the “Unbreakable Delivery Pipeline Tour”. Back in 2018, we taught those DevOps concepts and implemented unbreakable pipelines for cloud-native delivery projects. Dynatrace news. Hands-on 2: Codify your SLOs.

Cloud 213
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What are SLOs? How service-level objectives work with SLIs to deliver on SLAs

Dynatrace

These can include business metrics, such as conversion rates, uptime, and availability; service metrics, such as application performance; or technical metrics, such as dependencies to third-party services, underlying CPU, and the cost of running a service. What are SLIs? Help with decision making. How SLOs work.

Metrics 190