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

Dynatrace

Therefore, organizations are increasingly turning to artificial intelligence and machine learning technologies to get analytical insights from their growing volumes of data. Both machine learning and artificial intelligence offer similar benefits for IT operations. So, what is artificial intelligence?

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State and local agencies speed incident response, reduce costs, and focus on innovation

Dynatrace

With constraints on IT resources, downtime shifts staff away from innovation and other strategic work. State agencies measurably reduce outage severity and costs In the event of a performance problem, observability can reduce MTTR. Those hours spent troubleshooting can be spent innovating,” Smith continued.

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Automating DevOps practices fuels speed and quality

Dynatrace

Still, while DevOps practices enable developer agility and speed as well as better code quality, they can also introduce complexity and data silos. More seamless handoffs between tasks in the toolchain can improve DevOps efficiency, software development innovation, and better code quality. They need automated DevOps practices.

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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. Artificial intelligence, including more recent advances in generative AI , is becoming increasingly important as organizations look to modernize how IT operates.

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The state of AI in 2024: Overcoming adoption challenges to unlock organizational success

Dynatrace

Artificial intelligence (AI) has revolutionized the business and IT landscape. For example, nearly two-thirds (61%) of technology leaders say they will increase investment in AI over the next 12 months to speed software development. This means greater productivity for individual teams.

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

Dynatrace

Causal AI is an artificial intelligence technique used to determine the precise underlying causes and effects of events. Using What is artificial intelligence? So, what is artificial intelligence? These details enable reliable generative AI recommendations. Enter causal AI. What is predictive AI?

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Container monitoring for VA Platform One helps VA achieve workload performance

Dynatrace

In the development environment, you see exactly where in the pipeline security issues exist, and you can address them right there, so it speeds up development,” Fuqua said. We’re using automation to kick off scaling events,” he said. “We We want to be there in time.” Your most important end user is the veteran,” he said.