How Network Optimization Cuts Infrastructure Costs

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

This is uncomfortable because writing concurrent code can be infamously hard. Our market is stepping up with more powerful abstractions and libraries, Cummins discussed. In the Java space, we're seeing existing libraries such as Netty including effective concurrency features, and brand-new frameworks such as Quarkus and Micronaut building on that to use developer-friendly concurrency.

InfoQ interviewed Holly Cummins about things software developers might need to understand. I: Spam detection is about assessing 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 find wonderful. Lots of contemporary spam filters are built on Bayesian analysis, which is a form of possibility theory.

Some words show up frequently in spam emails, but are rare in great (" ham") e-mails. If one of those words exists, the probability that the e-mail is spam notches up. The reverse is real too; some words simply do not wind up in spam email however although they're typical in typical interaction.

Future-Proofing Your Networks Through Smart Infrastructure

: It's unwise to attempt and anticipate the future, but I can make some observations based upon the past. Jevon's paradox informs us that effectiveness improvements can cause increased intake. Over the previous seventy years, the process of composing software has actually ended up being more and more effective. Believe about the leap in productivity in 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 a consequence of the efficiency increases we're presently experiencing.

Cloud-native computing makes the most of many contemporary software application advancement methods 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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Upgrading Your Connectivity Through Advanced Backbones

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Can Centralized IT Management Improve the Operations?

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