Remove Artificial Intelligence Remove Availability Remove DevOps Remove Infrastructure
article thumbnail

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?

article thumbnail

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

Dynatrace

In response to the scale and complexity of modern cloud-native technology, organizations are increasingly reliant on automation to properly manage their infrastructure and workflows. DevOps automation eliminates extraneous manual processes, enabling DevOps teams to develop, test, deliver, deploy, and execute other key processes at scale.

DevOps 182
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

What is predictive AI? How this data-driven technique gives foresight to IT teams

Dynatrace

They handle complex infrastructure, maintain service availability, and respond swiftly to incidents. Therefore, the integration of predictive artificial intelligence (AI) in the workflows of these teams has become essential to meet service-level objectives, collaborate effectively, and boost productivity.

article thumbnail

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 206
article thumbnail

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

Dynatrace

ITOps is an IT discipline involving actions and decisions made by the operations team responsible for an organization’s IT infrastructure. Besides the traditional system hardware, storage, routers, and software, ITOps also includes virtual components of the network and cloud infrastructure. ITOps vs. DevOps and DevSecOps.

article thumbnail

The path to achieving unprecedented productivity and software innovation through ChatGPT and other generative AI

Dynatrace

For example, it can help DevOps and platform engineering teams write code snippets by drawing on information from software libraries. It relies on the accuracy and quality of the publicly available information and input it draws from, which may be untrustworthy or biased.

article thumbnail

What is AIOps? Everything you wanted to know

Dynatrace

Artificial intelligence for IT operations (AIOps) is an IT practice that uses machine learning (ML) and artificial intelligence (AI) to cut through the noise in IT operations, specifically incident management. DevOps can benefit from AIOps with support for more capable build-and-deploy pipelines. Dynatrace news.