Remove Artificial Intelligence Remove DevOps Remove Processing Remove Strategy
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

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.

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

RSA guide 2024: AI and security are top concerns for organizations in every industry

Dynatrace

Therefore, these organizations need an in-depth strategy for handling data that AI models ingest, so teams can build AI platforms with security in mind. blog Generative AI is an artificial intelligence model that can generate new content—text, images, audio, code—based on existing data. Learn how security improves DevOps.

article thumbnail

Generative AI poised to have impact by automating software development, report says

Dynatrace

According to recent research from TechTarget’s Enterprise Strategy Group (ESG), generative AI will change software development activities, from quality assurance to debugging to CI/CD pipeline configuration. Continuous integration (CI) is a software development practice that streamlines the process of creating software within an organization.

Software 168
article thumbnail

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 207
article thumbnail

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

Dynatrace

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. Through predictive analytics, SREs and DevOps engineers can accurately forecast resource needs based on historical data.

article thumbnail

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

Dynatrace

This transition to public, private, and hybrid cloud is driving organizations to automate and virtualize IT operations to lower costs and optimize cloud processes and systems. To ensure resilience, ITOps teams simulate disasters and implement strategies to mitigate downtime and reduce financial loss. ITOps vs. DevOps and DevSecOps.