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100%
Getting started with I/O profiling
30.11.2025
Home »  Archive  »  2012  »  Issue 08: FreeNAS  » 
© Photosani, Fotolia.com
Jeff Layton ... of the compute nodes that are running a particular application, perhaps as part of a job script. When the MPI job runs, you will get an output file for each node, but before collecting them together, be sure you
92%
openlava – Hot resource manager
31.10.2025
Home »  Archive  »  2012  »  Issue 12: NAS S...  » 
© Konrad Bak, 123RF.com
Jeff Layton ... . The output (if any) follows: host name: n0001 host name: n0001 PS: Read file for stderr output of this job. One final test – running a simple MPI program – computes the value of pi (see the job script
92%
Monitor your nodes with collectl
30.11.2025
Home »  Archive  »  2012  »  Issue 09: Windo...  » 
© nobeastsofierce, 123RF.com
Jeff Layton ... . If the cluster is running MPI codes, then perhaps measuring the interconnect (x in brief mode and X in detailed mode) is important. This could also include Lustre [7] if you are using it in your cluster, as well
90%
Introduction to OpenMP programming
31.10.2025
Home »  Archive  »  2012  »  Issue 12: NAS S...  » 
© Frank Rohde, 123RF.com
Jeff Layton ... the similar routines: 036 ! 037 ! "omp_get_wtime ( )" in OpenMP, 038 ! "MPI_Wtime ( )" in MPI, 039 ! and "tic" and "toc" in MATLAB. 040 ! 041 ! Licensing: 042 ! 043 ! This code is distributed
52%
Getting started with AI
26.01.2025
Home »  Archive  »  2025  »  Issue 85: Monit...  » 
Lead Image © Lightwise, 123RF.com
Jeff Layton ... :https://keras.io/examples/ Generative examples:https://keras.io/examples/generative/ The Author Jeff Layton has been in the HPC business for over 30 years (starting when he was 4 years old). When he's not grappling
52%
Supercomputing Conference 2024
26.01.2025
Home »  Archive  »  2025  »  Issue 85: Monit...  » 
Lead Image © djem, 123RF.com
Jeff Layton
20%
Penguin Solutions Expands ICE Clusterware Management Platform
07.03.2025
Home »  News  » 
 
environments that optimize efficiency, scalability, and cost-effectiveness – ensuring AI workloads run at peak performance while minimizing operational complexity,” said Trey Layton, vice president of software
19%
Fishing with Remora
09.12.2025
Home »  Articles  » 
 
a specific step. This arrangement works like an MPI barrier function (MPI_Barrier ). Although collecting these timings gives you useful information, they won’t reveal which parallel process finishes last
18%
File access optimization discovery and visualization
27.05.2025
Home »  Archive  »  2025  »  Issue 87: Light...  » 
Photo by Barnabas Davoti on Unsplash
profiling data, we developed an automatic analysis tool to find crucial patterns and to offer instructions to improve this pattern for POSIX [4] and MPI [5] file I/O (see the "Basics of File Access" box
18%
Julia: A new language for technical computing
30.11.2025
Home »  Archive  »  2012  »  Issue 10: Traff...  » 
. Applying these lessons to HPC, you might ask, "how do I tinker with HPC?" The answer is far from simple. In terms of hardware, a few PCs, an Ethernet switch, and MPI get you a small cluster; or, a video card

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