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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. And for DevOps, it means accelerating DevOps processes, improving agility, and speeding time to market.

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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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Achieving business resilience with modern observability, AI, and automation

Dynatrace

Certain technologies can support these goals, such as cloud observability , workflow automation , and artificial intelligence. In December 2021, for example, the zero-day vulnerability Log4Shell emerged. Cloud observability that uses fault-tree analysis , for example, can graphically display and map the precise source of error.

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The State of DevOps Automation assessment: How automated are you?

Dynatrace

Examples of qualitative questions include: How is automation created at your organization? Intelligent: To reach the intelligent level, automation must be wholly reliable, sophisticated, and ingrained within organizational culture. What deployment strategies does your organization use?

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Enhance data management with Grail: Ultimate guide to custom buckets and security policies

Dynatrace

Grail: Enterprise-ready data lakehouse Grail, the Dynatrace causational data lakehouse, was explicitly designed for observability and security data, with artificial intelligence integrated into its foundation. For example, a separate bucket could be used for detailed logs from Dynatrace Synthetic nodes.

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IT Operations: A Use Case in the 2023 Gartner Critical Capabilities for Application Performance Monitoring and Observability

Dynatrace

Artificial intelligence (AI) and IT automation are rapidly changing the landscape of IT operations. The data is stored with full context, which enables AI to deliver precise answers with speed and analytics to give rich insights with efficiency. 5) in the Gartner report. This frees teams to focus on more strategic tasks.