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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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What is MTTR? How mean time to repair helps define DevOps incident management

Dynatrace

DevOps and ITOps teams rely on incident management metrics such as mean time to repair (MTTR). Here’s what these metrics mean and how they relate to other DevOps metrics such as MTTA, MTTF, and MTBF. Mean time to respond (MTTR) is the average time it takes DevOps teams to respond after receiving an alert.

DevOps 212
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AIOps and observability: The sense-think-act model for modern observability

Dynatrace

AIOps and observability—or artificial intelligence as applied to IT operations tasks, such as cloud monitoring—work together to automatically identify and respond to issues with cloud-native applications and infrastructure. Think’ with artificial intelligence. This is where artificial intelligence (AI) comes in.

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

Dynatrace

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. Its approach to serverless computing has transformed DevOps. DevOps/DevSecOps with AWS.

AWS 232
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What is IT automation?

Dynatrace

Monitoring and logging are fundamental building blocks of observability. When monitoring tools release a stream of alerts, teams can easily identify which ones are false and assess whether an event requires human intervention. IT automation, DevOps, and DevSecOps go together. Monitoring automation is ongoing.

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Dynatrace achieves AWS Machine Learning Competency as it continues to enable a new generation of automated enterprise cloud

Dynatrace

This week Dynatrace achieved Amazon Web Services (AWS) Machine Learning Competency status in the new Applied Artificial Intelligence (Applied AI) category. Conventional (not built for cloud) monitoring tools are not much help. Dynatrace news. Users then have the option of reinforcing learning through rating and similar means.

AWS 146
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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? To solve this problem, organizations can use causal AI and predictive AI to provide that high-quality input.

AWS 213