article thumbnail

Could intellectual debt derail your journey to the autonomous cloud?

Dynatrace

Since we began the series pointing out parallels to technical debt, let’s revisit that comparison. One of the fundamental differences between machine learning systems and the artificial intelligence (AI) at the core of the Dynatrace Software Intelligence Platform is the method of analysis.

Cloud 155
article thumbnail

What is AIOps? A Software Intelligence Approach

Dynatrace

AIOps is the terminology that indicates the use of, typically, machine learning (ML) based artificial intelligence to cut through the noise in IT operations, specifically incident handling and management. Dynatrace news. These approaches are slow and inaccurate limiting its practical applications. Conclusion.

Software 263
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

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 142
article thumbnail

The top four log analytics and log management best practices

Dynatrace

Consolidate log management tools into a unified observability platform As businesses increasingly shift toward software-centric models, the number of specialized IT monitoring tools to manage cloud environments has proliferated. The first best practice is to consolidate log management with application monitoring in a single platform.

article thumbnail

AIOps, observability and a side of Whisky

Dynatrace

Alois Reitbauer, VP Chief Technology Strategist at Dynatrace drew many comparisons between the process of crafting whisky and building out an effective observability model – quite the feat indeed! Key Performance Indicators (KPIs) and monitoring. For monitoring, KPIs would include failure rate, response time, errors, etc.,

article thumbnail

Multi Cloud vs Hybrid Cloud Strategy

Scalegrid

These tools play a crucial role in allowing IT teams to efficiently monitor and manage multiple cloud platforms using one unified interface, ultimately improving efficiency and productivity. What is the primary benefit of multi-cloud solutions in comparison to hybrid cloud solutions? </p>

Strategy 147