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13%
Keras: Getting Started with AI
03.12.2024
Home »  HPC  »  Articles  » 
and developed ideas with Keras. Keras and VGG16 Getting started with Keras is not difficult. Rather than use the MNIST dataset of 60,000 grayscale images as an example, I’ll use a VGG16 model as the example
13%
Flexible backup for large-scale environments
05.08.2024
Home »  Archive  »  2024  »  Issue 82: Sover...  » 
Photo by Nils Bouillard on Unsplash
to three collections of hard drives (just a bunch of disks, JBODs). Each array comprises 90 SAS2 disks connected by several controllers, each with a capacity of 12TB. ZFS ensures the required filesystem
13%
Monitoring KVM instances with Opsview
30.11.2025
Home »  Archive  »  2012  »  Issue 07: Xen v...  » 
© Gina Sanders, Fotolia
for the KVM host: Connectivity (LAN) Unix load RAM/Swap load Storage utilization SSH availability (typically on port 22) Optional extensions: If you use libvirt, you can check
13%
Matlab-like tools for high-performance computing
16.05.2013
Home »  Archive  »  2013  »  Issue 14: Samba 4  » 
. Some researchers use it for parameter sweeps by launching 25,000 or more individual Matlab runs at the same time. Needless to say, Matlab is used very heavily at a number of places, so it is a very good
13%
Manage OpenVPN keys with Easy-RSA
06.10.2019
Home »  Archive  »  2019  »  Issue 53: Secur...  » 
Lead Image © Orlando Rosu, 123rf.com
extended Easy-RSA by adding a few scripts and currently manage 17,000 users. As Ralf Hildebrandt, Senior Network Engineer at CharitÈ and often a helpful point of contact, explained: "We use Easy
13%
Parallel Shells: Run Commands on Multiple Nodes
02.07.2014
Home »  HPC  »  Articles  » 
to do on a single node can be done on a large number of nodes using a parallel shell tool. If you try to use a parallel shell on a 50,000-node cluster, however, the time skew could be large enough
13%
vSphere 5 vs. XenServer 6
30.11.2025
Home »  Archive  »  2012  »  Issue 07: Xen v...  » 
© Kozinia, 123RF.com
. The smallest configuration "Essentials Kit" is for three hosts (without HA) with two CPUs each and 192GB of VRAM: ~US$ 500 dollars plus US$ 65 or 300 dollars annual support. Prices range up to US$ 22,000
13%
Let the editor wars begin!
11.10.2016
Home »  Archive  »  2016  »  Issue 35: Persi...  » 
Lead Image © Kirill Makarov, 123RF.com
, is HUGE [5]. Emacs Emacs [6] is arguably the "Swiss army knife" of editors. It is extremely extensible and customizable, including the extensive use of macros. It has more than 2,000 commands built
13%
Safeguard and scale containers
05.12.2016
Home »  Archive  »  2016  »  Issue 36: Autom...  » 
Lead Image © cepixx, 123RF.com
Version: v1 02 kind: Pod 03 metadata: 04 name: nginx 05 spec: 06 containers: 07 - name: nginx 08 image: nginx 09 ports: 10 - containerPort: 80 A replication controller [12], however
13%
Make Your IT Automation Systems Play Together Like a Symphony
15.12.2017
Home »  Archive  »  2017  »  Issue 42: Secur...  » 
© jeancliclac, Fotolia.com
Windows workstations for a particular company department, you would create a template for one of those workstations. If you’re responsible for implementing 100,000 IoT devices, you could use this domain

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