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

Infrastructure Monitoring tools: 3 steps to evolve ITOps into AIOps

Dynatrace

Infrastructure monitoring is the process of collecting critical data about your IT environment, including information about availability, performance and resource efficiency. Many organizations respond by adding a proliferation of infrastructure monitoring tools, which in many cases, just adds to the noise. Dynatrace news.

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

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.

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 208
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. It explores infrastructure provisioning, incident management, problem remediation, and other key practices.

DevOps 166
article thumbnail

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. A multi-layered approach applies security testing in all stages of development and across devices, applications, networks, and infrastructure.

article thumbnail

What is a data lakehouse? Combining data lakes and warehouses for the best of both worlds

Dynatrace

A data lakehouse features the flexibility and cost-efficiency of a data lake with the contextual and high-speed querying capabilities of a data warehouse. This approach enables organizations to use this data to build artificial intelligence (AI) and machine learning models from large volumes of disparate data sets.