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12%
Compressed Archives for User Projects
11.08.2025
Home »  Articles  » 
networks (CNNs); however, assume you’re doing something else with the images. A main directory cats_dogs_light  has two subdirectories, train  and test . The train  subdirectory has 1,000 images, and the
12%
Application-aware batch scheduler
26.03.2025
Home »  Archive  »  2025  »  Issue 86: Data...  » 
Photo by Toby Elliott on Unsplash
to succeed. Another example is the Kubeflow Training Operator, which is designed to work closely with the PyTorch library to train AI models – neural networks – on large datasets with multiple GPU
12%
Securing email communication with GnuPG
07.10.2025
Home »  Archive  »  2025  »  Issue 89: Autom...  » 
Photo by Amol Tyagi on Unsplash_Key.jpg
=keyserver,DC=demo,DC=orga,DC=de) to integrate the entries into the specific AD structure. Finally, you will need to define permissions such that domain users on the network can access the key server. To do this, use the ldp.exe tool to manage
12%
Using Expect scripts to automate tasks
31.10.2025
Home »  Archive  »  2012  »  Issue 12: NAS S...  » 
© Kheng Ho Toh, 123RF.com
the remote system has time to respond. You have to think about network delays, shell responses, and system timing when scripting in Expect. Like any scripting language, Expect has its quirks, but you'll find
12%
Creating and evaluating kernel crash dumps
31.10.2025
Home »  Archive  »  2012  »  Issue 11: Cloud...  » 
© Giuseppe Ramos, 123RF.com
saves the kernel dump on the local disk. For systems with a lot of memory, this behavior can quickly become a problem. Fortunately, the kexec/kdump combination also allows you to save on the network. You
12%
Open source ticket system
26.03.2025
Home »  Archive  »  2025  »  Issue 86: Data...  » 
Photo by Toa Heftiba on Unsplash
Integrated Windows Authentication . In Firefox, you need to set network.negotiate-auth.trusted-uris to the OTOBO URL. Kerberos SSO requires precisely defined settings and the correct configuration of all
12%
The fail2ban intrusion prevention framework
30.11.2025
Home »  Archive  »  2012  »  Issue 10: Traff...  » 
© Flavijus Piliponis, 123RF.com
level of reporting and inherently efficient and controllable configuration, fail2ban is a knockout piece of software that should help any sys admin search for intruders and protect the network from future
12%
Creating an SFTP jail
30.11.2025
Home »  Archive  »  2011  »  Issue 3: Are yo...  » 
Juan Manuel Ordonez, 123RF.com
dependencies exist, but I'll assume you are familiar with GCC. Install TCP Wrappers The next step is to install TCP Wrappers [1], which is a host networking Access Control List (ACL) system used to screen
12%
Managing SSH and other remote connections with PAC
30.11.2025
Home »  Archive  »  2011  »  Issue 4: Secure...  » 
© Ivan Datskov, 123RF.com
could monitor the network settings of the server, Marvin, in the bottom half while modifying the matching configuration file on the Milliways server at the top. The Take Screenshot item grab screenshots
12%
Monitoring KVM instances with Opsview
30.11.2025
Home »  Archive  »  2012  »  Issue 07: Xen v...  » 
© Gina Sanders, Fotolia
on the local network, system load, and SSH access – after all, you will probably want to know if remote access to the host is possible. In other words, you need to keep an eye on the following resources

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