Future-Proofing Your Networks Through Smart Infrastructure

The end of Moore's law means that modern-day computers are growing sideways, rather than up, Cummins stated. The power is originating from more cores, instead of more transistors on the same chip. To make the most of these cores, programs need to do parallel execution at the hardware level. That means concurrency in the shows model: Even on single-core chips, where parallelism isn't possible, concurrent programs was necessary for some kinds of work, such as I/O-heavy ones.

This is awkward because composing concurrent code can be infamously hard. Our market is stepping up with more effective abstractions and libraries, Cummins pointed out. In the Java space, we're seeing existing libraries such as Netty adding powerful concurrency features, and new frameworks such as Quarkus and Micronaut structure on that to offer developer-friendly concurrency.

InfoQ spoke with Holly Cummins about things software designers may need to understand. I: Spam detection has to do with assessing how most likely a message is to be spam that is, the probability. The possibility that an email is spam is called its "spamicity", which I discover wonderful. Many modern spam filters are developed on Bayesian analysis, which is a kind of possibility theory.

Some words turn up regularly in spam emails, however are rare in great (" ham") e-mails. If among those words is present, the probability that the e-mail is spam notches up. The reverse holds true as well; some words just do not wind up in spam email but even though they're typical in regular communication.

Evaluating Public Versus Hybrid Cloud Solutions

: It's reckless to attempt and predict the future, but I can make some observations based on the past. Jevon's paradox tells us that effectiveness improvements can result in increased usage. Over the past seventy years, the process of writing software application has actually ended up being a growing number of effective. Consider the leap in productivity between assembler and higher-level languages, or how open source structures act as accelerators.

Personally, I think the need for software will continue to increase, partly as an effect of the efficiency increases we're presently experiencing.

Cloud-native computing takes benefit of many contemporary software development techniques including microservices, containers, CI/CD, nimble approaches, and devops. By Scott Carey and Josh Fruhlinger Dec 19, 2025 11 minsAgile DevelopmentCloud ComputingDevops.

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Key Updates in Cloud Infrastructure This Year

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Emerging Standards in Internet Security During 2026

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