Articles

Over the last year, artificial intelligence (AI) has become a huge part of our everyday lives, which is something of a mixed bag that has brought along a wide variety of both positive and negative influences. On one hand, there are algorithms that are designed to perform a largely marketing-related series of tasks, which are perhaps those best known to individuals outside of the technical space. Think of the algorithms curating your TikTok feed and personalizing suggestions on YouTube. The AI that calculates your fastest morning commute based on virtual maps, your vehicle, and current traffic conditions is also a fairly visible one that has had its share of media attention.

A particular area, though, in which AI has become crucial is cybersecurity. Cybercriminals are increasingly harnessing AI to automate breaches and crack complex systems. Sophisticated, large-scale social engineering attacks and deep fakes are prime examples of this trend. Perhaps more subtle techniques, such as those involving AI-driven data compression algorithms, will soon become an even more important part of the space in the year to come.

Source de l’article sur DZONE


Abstract

Cloud-native applications are a type of complex system that depends on the continuous effort of software professionals that combines the best of their expertise to keep them running. In other words, their reliability isn’t self-sustaining, but is a result of the interactions of all the different actors engaged in their design, build, and operation.

Over the years the collection of those interactions has been evolving together with the systems they were designed to maintain, which have been also becoming increasingly sophisticated and complex. The IT service management model, once designed to maintain control and stability, is now fading and giving place to a model designed to improve velocity while maintaining stability. Although the combination of those things might seem contradictory at first, this series of articles tries to reveal the reasons why the collection of practices that today we know as DevOps and SRE (Site Reliability Engineering) are becoming the norm for modern systems.

Source de l’article sur DZONE