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30%
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
29%
Identify malicious traffic with Maltrail
26.03.2025
Home »  Archive  »  2025  »  Issue 86: Data...  » 
Lead Image © Andrea De Martin, 123RF.com
with a small script that runs once a minute as a root cron job: #!/bin/bash ipset -q flush maltrail ipset -q create maltrail hash:net for ip in $(curl http://127.0.0.1:8338/fail2ban 2>/dev/null | grep -P '^[0-9
29%
Tuning loops – from loop unrolling to Duff's device
28.07.2025
Home »  Archive  »  2025  »  Issue 88: 5 Net...  » 
[i] + b[i]; } When the number of cycles is known at compile time, a loop can be fully unrolled: c[0] = a[0] + b[0]; c[1] = a[1] + b[1]; c[2] = a[2] + b[2]; c[3] = a[3] + b[3]; However, it remains
27%
Run rootless Podman containers as  systemd services
26.01.2025
Home »  Archive  »  2025  »  Issue 85: Monit...  » 
Photo by Geeky Shots on Unsplash
=FreshRSS feed aggregator 03 04 [Container] 05 Image=docker.io/freshrss/freshrss:1.25.0 06 ContainerName=freshrss 07 HostName=freshrss 08 Volume=%h/containers/freshrss/data:/var/www/FreshRSS/data:Z 09 Volume=%h
27%
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
27%
Explore automation-as-code with Ansible
04.12.2024
Home »  Archive  »  2024  »  Issue 84: Non-R...  » 
Lead Image © Kittipong Jirasukhanont, 123RF.com
Shift or – as shown here – an Ingress route for accessing the AWX service. This strategy also works with MicroK8s or K3s. You might have to adjust the Ingress definition if routers such as Traefik cannot cope
27%
Kick-start your AI projects with Kubeflow
26.01.2025
Home »  Archive  »  2025  »  Issue 85: Monit...  » 
Lead Image © austler, 123RF.com
such as Amazon Simple Storage Service (S3), instead using the components already available in Kubeflow. Kubeflow Kubeflow is surfing the popular wave surrounding Linux containers (Figure 2). As the name suggests

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