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41%
Tools for hardware diagnostics under Windows
26.01.2025
Home »  Archive  »  2025  »  Issue 85: Monit...  » 
Lead Image © blas, Fotolia.com
Windows versions from NT 4.0 and the current versions come with the msinfo32 command-line program, which reports a first look of the machine hardware. The program offers a good overview of the available
40%
Production-ready mini-Kubernetes installations
27.09.2024
Home »  Archive  »  2024  »  Issue 83: Storage  » 
Lead Image © Goran Bogicevic, Fotolia.com
, you can quickly become confused when you hear about K3s [2], k0s [3], minikube [4], Microkubes [5], and the many other variants. These names relate to K8s distributions, all of which enrich the vanilla
40%
Getting started with AI
26.01.2025
Home »  Archive  »  2025  »  Issue 85: Monit...  » 
Lead Image © Lightwise, 123RF.com
.add(layers.BatchNormalization()) model.add(layers.Conv2D(32, (3,3), padding='same', activation='relu')) model.add(layers.BatchNormalization()) model.add(layers.MaxPooling2D(pool_size=(2,2))) model.add(layers.Dropout(0.3)) The next
40%
Keras: Getting Started with AI
03.12.2024
Home »  HPC  »  Articles  » 
(pool_size=(2,2))) model.add(layers.Dropout(0.3)) The next size layers of the model (Listing 4) are the same except for some small changes: input_shape  does not need to be specified in the first 2D
40%
How vector databases work and when they're used
04.12.2024
Home »  Archive  »  2024  »  Issue 84: Non-R...  » 
Lead Image © neyro2008, 123rf.com
algorithms for the search. For example, a stored three-dimensional vector could be assigned the values [1.4, 3.8, -0.8]. Each query to the database is also translated into a vector (e.g., [1.3, 3.5, -0
39%
Manage Windows images with the Windows ADK
05.08.2024
Home »  Archive  »  2024  »  Issue 82: Sover...  » 
Lead Image © Maksym Yemelyanov, 123RF.com
, version 22H2," but you should select the correct options on the ADK download page [2] for your situation. In general, Microsoft recommends you use the ADK that matches the latest version of Windows
39%
Reducing the Attack Surface in Windows
04.12.2024
Home »  Archive  »  2024  »  Issue 84: Non-R...  » 
Photo by Sander Sammy on Unsplash
-a9c7-1c7ef74a9ba4 Blocks the use of copied or imitated system tools (preview) No c0033c00-d16d-4114-a5a0-dc9b3a7d2ceb Blocks web shell creation for servers
39%
Mocking and emulating AWS and GCP services
05.08.2024
Home »  Archive  »  2024  »  Issue 82: Sover...  » 
Lead Image © Juri Samsonov, Fotolia.com
_GCPCPSTST FROM alpine:3.19 AS dockerize ENV DOCKERIZE_VERSION v0.7.0 RUN wget https://github.com/jwilder/dockerize/releases/download/$DOCKERIZE_VERSION/dockerize-alpine-linux-amd64-$DOCKERIZE_VERSION.tar.gz && tar
38%
Web applications with Julia
26.01.2025
Home »  Archive  »  2025  »  Issue 85: Monit...  » 
Lead Image © sony sivanandan, 123RF.com
the binary media data as text. Among the myriad ways to do this, the standard in browsers is Base64 encoding [22], provided in Julia by the IBase64 package. Listing 4 shows the server program from Listing 3
37%
Supercomputing Conference 2024
26.01.2025
Home »  Archive  »  2025  »  Issue 85: Monit...  » 
Lead Image © djem, 123RF.com
SC24 took place in Atlanta, GA, November 17-22. As I'm writing this, 17,959 attendees – that's 3,000+ more than last year – registered. More than 500 companies filled the exhibition floor, which

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