From 2faaed4f1d02adbd300d1dbe1b330e719e9a9ab9 Mon Sep 17 00:00:00 2001
From: Millian Poquet <millian.poquet@irit.fr>
Date: Sat, 1 Oct 2022 12:47:51 +0200
Subject: [PATCH] example update

---
 example.md  |  10 +++++++---
 example.pdf | Bin 209543 -> 209845 bytes
 2 files changed, 7 insertions(+), 3 deletions(-)

diff --git a/example.md b/example.md
index 5bdcd8c..1a593bf 100644
--- a/example.md
+++ b/example.md
@@ -12,7 +12,8 @@ bibliography: biblio.bib
 # Context {-}
 High Performance Computing (HPC) centers are large-scale computational platforms composed of many nodes and cores.
 Many different users  execute their applications on them, notably to conduct scientific simulation studies.
-Users do not directly access such platforms but use a middleware called a resource manager to reserve computational resources and to execute their applications on them — [Slurm] is the resource manager used in most HPC centers.
+Users do not directly access such platforms but use a middleware called a resource manager to reserve computational resources and to execute their applications on them.
+Examples of such resource managers include [OAR], [Slurm], [PBS], [Flux]...
 
 Resource managers can take many decisions about the execution of applications (when to execute them, on which resources) but also on the resources themselves (the frequency the processors should run at, when to shutdown or boot resources).
 Resources managers are therefore a key component when one wants to optimize the whole behavior of an HPC center, as tuning resource management policies can lead to significant gains.
@@ -39,7 +40,7 @@ The prediction of the execution time of applications has been studied in the lit
 
 - Machine learning skills, especially on time series
 - Programming skills in Python or R (C++ is a plus)
-- Taste for experimental methods (chocolate is a plus)
+- A taste for experimental methods (a taste for chocolate is a plus)
 - Fluent French or English
 
 # Practical details {-}
@@ -57,9 +58,12 @@ You can send us your application (cover letter + resume / short curriculum vitæ
 - [[ZCLT22]] Salah Zrigui, Raphael Y. de Camargo, Arnaud Legrand and Denis Trystram. *Improving the Performance of Batch Schedulers Using Online Job Runtime Classification.* Journal of Parallel and Distributed Computing, Elsevier, 2022, 164, pp.83-95.
 - [[GGRT15]] Eric Gaussier, David Glesser, Valentin Reis, and Denis Trystram. *Improving Backfilling by using Machine Learning to predict Running Times.* SuperComputing 2015, Nov 2015, Austin, TX, United States.
 
+[OAR]: https://oar.imag.fr
 [Slurm]: https://slurm.schedmd.com/overview.html
+[PBS]: https://www.openpbs.org
+[Flux]: https://flux-framework.org
 [Frontier]: https://en.wikipedia.org/wiki/Frontier_(supercomputer)
-[SEPIA]: https://www.irit.fr/en/departement/dep-architecture-systems-and-networks/sepia-team/
+[SEPIA]: https://www.irit.fr/en/departement/dep-architecture-systems-and-networks/sepia-team
 [IRIT]: https://www.irit.fr/en
 [Parallel Workload Archive]: https://www.cs.huji.ac.il/labs/parallel/workload/logs.html
 [[ZCLT22]]: https://hal.archives-ouvertes.fr/hal-03023222
diff --git a/example.pdf b/example.pdf
index 8799577da37276d95fc2530cef51252da73de59b..b67119115eded54cfd1c0b4623b11aad242e9401 100644
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