How Network Monitoring Reduces Infrastructure Costs

The end of Moore's law implies that contemporary computer systems are growing sideways, rather than up, Cummins said. The power is originating from more cores, instead of more transistors on the very same chip. To take advantage of these cores, programs need to do parallel execution at the hardware level. That implies concurrency in the programs model: Even on single-core chips, where parallelism isn't possible, concurrent programs was necessary for some type of workloads, such as I/O-heavy ones.

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

InfoQ spoke with Holly Cummins about things software application designers might require to understand. I: Spam detection is about examining how most likely a message is to be spam that is, the probability. The likelihood that an email is spam is called its "spamicity", which I discover delightful. Numerous modern-day spam filters are developed on Bayesian analysis, which is a form of likelihood theory.

Some words show up frequently in spam emails, but are unusual in good (" ham") emails. If one of those words exists, the probability that the email is spam notches up. The reverse is real too; some words just don't end up in spam email however even though they're typical in typical communication.

Next Generation of Global Tech Trends for 2026

Jevon's paradox tells us that efficiency improvements can lead to increased consumption. Over the past seventy years, the procedure of composing software has actually ended up being more and more effective.

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

Cloud-native computing takes benefit of many contemporary software advancement strategies consisting of microservices, containers, CI/CD, agile methodologies, and devops. By Scott Carey and Josh Fruhlinger Dec 19, 2025 11 minsAgile DevelopmentCloud ComputingDevops.

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Why Cloud Monitoring Reduces Operational Spend

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New Standards for Network Security During 2026

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Breaking Trends in Agile Software Design

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