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

Dynatrace

As more organizations are moving from monolithic architectures to cloud architectures, the complexity continues to increase. Therefore, organizations are increasingly turning to artificial intelligence and machine learning technologies to get analytical insights from their growing volumes of data.

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Generative AI model observability, cloud modernization take center stage with partners at Dynatrace Perform 2024

Dynatrace

At this year’s Perform, we are thrilled to have our three strategic cloud partners, Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform (GCP), returning as both sponsors and presenters to share their expertise about cloud modernization and observability of generative AI models.

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AWS re:Invent 2023 guide: Generative AI takes a front seat

Dynatrace

In this AWS re:Invent 2023 guide, we explore the role of generative AI in the issues organizations face as they move to the cloud: IT automation, cloud migration and digital transformation, application security, and more. In general, generative AI can empower AWS users to further accelerate and optimize their cloud journeys.

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IT automation: An AIOps guide

Dynatrace

These are precisely the business goals of AIOps: an IT approach that applies artificial intelligence (AI) to IT operations, bringing process efficiencies. AIOps, together with an observability platform, can enable organizations to precisely identify the root cause of cloud application performance and security issues.

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AIOps and observability: The sense-think-act model for modern observability

Dynatrace

But as IT teams increasingly design and manage cloud-native technologies, the tasks IT pros need to accomplish are equally variable and complex. This includes automatically discovering all cloud services, mapping all application and infrastructure dependencies, and continuously learning from them. Think’ with artificial intelligence.

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Responsible AI must-haves for unified observability and security

Dynatrace

Artificial intelligence is rapidly transforming the world around us, with applications based on AI emerging in virtually every industry and sector. Then, Dynatrace converts this data into precise answers that customers need to simplify cloud operations and deliver flawless and secure digital experiences using a responsible AI approach.

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

Dynatrace

In fact, Gartner predicts that cloud-native platforms will serve as the foundation for more than 95% of new digital initiatives by 2025 — up from less than 40% in 2021. These modern, cloud-native environments require an AI-driven approach to observability. At AWS re:Invent 2021 , the focus is on cloud modernization.

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