article thumbnail

AIOps Now: Scaling Kubernetes With AI and Machine Learning

Dzone - DevOps

Some spikes, like a busy shopping day, are things you can broadly schedule, but, if done right, would require painstakingly understanding the behavior of hundreds of microservices and their interdependence that has to be re-evaluated with each new release — not a very scalable approach, let alone the monotony and resulting stress to the SRE.

article thumbnail

Why DevOps Should Own Their Databases and How To Do It

Dzone - DevOps

DevOps is not new. It took us nearly 20 years to finally formulate the state of DevOps and begin the move towards DevOps engineers. We moved from monolithic applications to microservices. We now have many databases, both SQL and NoSQL, and specific solutions for domains like machine learning.

DevOps 92
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

AI Chihuahua! Part I: Why Machine Learning is Dogged by Failure and Delays

d2iq

Going from a prototype to production is perilous when it comes to machine learning: most initiatives fail , and for the few models that are ever deployed, it takes many months to do so. As little as 5% of the code of production machine learning systems is the model itself. Adapted from Sculley et al.

article thumbnail

Machine Learning Pipeline: Architecture of ML Platform in Production

Altexsoft

Machine learning (ML) history can be traced back to the 1950s, when the first neural networks and ML algorithms appeared. Analysis of more than 16.000 papers on data science by MIT technologies shows the exponential growth of machine learning during the last 20 years pumped by big data and deep learning advancements.

article thumbnail

The 10 most in-demand IT jobs in finance

CIO

The most in-demand skills include DevOps, Java, Python, SQL, NoSQL, React, Google Cloud, Microsoft Azure, and AWS tools, among others. You’ll be required to write code, troubleshoot systems, fix bugs, and assist with the development of microservices. DevOps engineer. Data engineer.

article thumbnail

The 10 most in-demand IT jobs in finance

CIO

The most in-demand skills include DevOps, Java, Python, SQL, NoSQL, React, Google Cloud, Microsoft Azure, and AWS tools, among others. You’ll be required to write code, troubleshoot systems, fix bugs, and assist with the development of microservices. DevOps engineer. Data engineer.

article thumbnail

Spectral raises $6.2M for its DevSecOps service

TechCrunch

And as enterprises move from on-premises software to the cloud and to microservices and DevOps, the need for better DevSecOps tools is only increasing. We started as a modest DevOps friendly, developer-friendly tool.” We started as a modest DevOps friendly, developer-friendly tool.”