Streamlining Enterprise IT Workflows With AI Tools

The end of Moore's law implies that modern computer systems are growing sideways, rather than up, Cummins stated. That means concurrency in the programming model: Even on single-core chips, where parallelism isn't possible, concurrent programs was essential for some kinds of workloads, such as I/O-heavy ones.

This is uncomfortable since composing concurrent code can be notoriously hard. Our market is stepping up with more effective abstractions and libraries, Cummins mentioned. In the Java area, we're seeing existing libraries such as Netty including effective concurrency functions, and brand-new frameworks such as Quarkus and Micronaut building on that to provide developer-friendly concurrency.

InfoQ interviewed Holly Cummins about things software developers may require to know. Many modern-day spam filters are constructed on Bayesian analysis, which is a type of likelihood theory.

Some words show up routinely in spam e-mails, but are unusual in excellent (" ham") e-mails. If one of those words exists, the possibility that the email is spam notches up. The reverse holds true as well; some words simply don't end up in spam e-mail however although they prevail in regular communication.

Boosting ROI Through Smart IT Investments

: It's unwise to attempt and anticipate the future, but I can make some observations based upon the past. Jevon's paradox tells us that effectiveness improvements can result in increased intake. Over the past seventy years, the procedure of writing software application has actually ended up being more and more efficient. Think of the leap in productivity in between assembler and higher-level languages, or how open source frameworks function as accelerators.

Personally, I believe the need for software application will continue to rise, partly as a consequence of the efficiency increases we're currently experiencing.

Cloud-native computing makes the most of many contemporary software application advancement techniques including microservices, containers, CI/CD, agile approaches, and devops. By Scott Carey and Josh Fruhlinger Dec 19, 2025 11 minsAgile DevelopmentCloud ComputingDevops.

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