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

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

InfoQ talked to Holly Cummins about things software application developers might need to understand. Many modern spam filters are developed on Bayesian analysis, which is a form of likelihood theory.

Some words show up routinely in spam e-mails, but are unusual in great (" ham") emails. If one of those words is present, the probability that the email is spam notches up. The opposite is true too; some words just do not end up in spam e-mail but even though they're typical in regular interaction.

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: It's risky to attempt and forecast the future, but I can make some observations based upon the past. Jevon's paradox tells us that efficiency enhancements can result in increased consumption. Over the previous seventy years, the procedure of writing software application has become more and more effective. Think of the leap in productivity in between assembler and higher-level languages, or how open source structures act as accelerators.

Personally, I believe the demand for software will continue to rise, partially as a repercussion of the effectiveness increases we're presently experiencing.

Cloud-native computing benefits from numerous modern software application development methods 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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