The field of machine learning is a hot topic. We know that this type of artificial intelligence (AI) provides computers with the ability to learn without being explicitly programmed. For […]
How AI Impacts DevOps Pipelines
The rise of machine- and deep-learning algorithms is about to create some interesting data-gravity challenges for IT operations teams. Over most of the last decade IT operations teams have been […]
Data Science Industry Perspectives in the Cloud
In principle, the cloud is becoming a commodity. Google, Amazon and other companies are trying to commoditize almost everything, including the instruments for data gathering, data storage and data transformation. […]
Managing Complexity in Dev/Test Infrastructure Using Machine Learning
Businesses are increasingly developing software solutions that can drive innovation and digital transformation. As the number of developers increases in the organization, the ratio of developers to IT also increases […]
Dev & Ops: These Are Reconcilable Differences
The new world of IT requires a different approach from what worked in the past. As usual, the technology is the easy part, but without people and processes being aligned, […]
The Time Is Now for an IT Operations Revolution
There’s a level of frustration starting to build inside IT operations teams that’s about to boil over. Lucas Carlson, vice president of strategy for Automic, a unit of CA Technologies […]
Machine Learning Put to Work in the Digital Economy
IBM’s Watson already has a new retail job lined up to get a head start saving for its holiday spending this season. (Hey, even artificial intelligences appreciate buying gifts.) And […]
Machine Learning, AI Driving DevOps Evolution
Automation is the fuel that drives DevOps. Automating routine, repeatable tasks is one of the defining characteristics of DevOps culture. As artificial intelligence (AI) and machine learning improve, the scope […]
Avik Partner’s Grok APM Uses Machine Learning to Find Anomalies Early On
Machine Intelligence-Driven Anomaly Detection Machine learning—the science of getting computers to take thoughtful action without explicit programming—is the basis of Machine Intelligence-Driven Anomaly Detection, which is the core capability in […]
How machine learning could head off security quality failure
With so many players in the mix from operations to developers, from PMs to technical leads, to Q&A, most of their activities are automated. Systems record all their email, Wiki, […]
