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

Dynatrace

Artificial intelligence, including more recent advances in generative AI , is becoming increasingly important as organizations look to modernize how IT operates. Organizations are turning to AI to automate manual tasks and see immediate benefits in IT operations, cybersecurity, and application development or DevOps.

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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. However, most organizations are still in relatively uncharted territory with their AI adoption strategies. However, most organizations are still in relatively uncharted territory with their AI adoption strategies.

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What is ITOps? Why IT operations is more crucial than ever in a multicloud world

Dynatrace

This includes response time, accuracy, speed, throughput, uptime, CPU utilization, and latency. To ensure resilience, ITOps teams simulate disasters and implement strategies to mitigate downtime and reduce financial loss. ITOps vs. DevOps and DevSecOps. DevOps works in conjunction with IT. Reliability. Performance.

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Dynatrace Perform 2024 Guide: Deriving business value from AI data analysis

Dynatrace

‘Composite’ AI, platform engineering, AI data analysis through custom apps This focus on data reliability and data quality also highlights the need for organizations to bring a “ composite AI ” approach to IT operations, security, and DevOps. Causal AI is critical to feed quality data inputs to the algorithms that underpin generative AI.

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

Dynatrace

Gartner data also indicates that at least 81% of organizations have adopted a multicloud strategy. Having recently achieved AWS Machine Learning Competency status in the new Applied Artificial Intelligence (Applied AI) category for its use of the AWS platform, Dynatrace has demonstrated success building AI-powered solutions on AWS.

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Runtime vulnerability management is still a vexing challenge for organizations

Dynatrace

Moreover, 51% of respondents say that the speed of modern software delivery makes it easier for vulnerabilities to re-enter production after they have been resolved. As a result, CISOs see artificial intelligence and automation as key to their vulnerability management arsenal to address Log4Shell-type incidents.