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+---
+permalink: /projects/scaling.html
+layout: project
+title: Scaling to HL-LHC Data Rates
+shortname: scaling
+pagetype: project
+image: logos/Iris-hep-5-just-graphic.png
+blurb: Scaling Infrastructure for High Luminosity LHC
+maturity: Development
+maturity-note:
+start-date: 2024-05-01
+focus-area:
+ - doma
+ - osglhc
+team:
+ - bbockelm
+ - ddavila0
+ - aashayarora
+---
+
+During the High-Luminosity era the LHC experiments expect a significant
+ increment in the data produced by the collider, this also supposes an
+ serious increase of data to be distributed across the different Facilities
+ that pledge resources to the collaborations.
+
+<strong>Data Challenge</strong>
+In order to prepare and assess the readiness of the infrastructure and the
+ systems in charge of transferring data, the WLCG has proposed a series of
+ incremental “Data Challenges”. These challenges are carried out every 2
+ years, with many “Mini-challenges” happening in between.
+
+The objective of this project is to support the participation of US sites in
+ the “Data Challenges” and coordinate mini-challenges that help to not only
+ identify possible shortcomings in the capacity of the sites but also test new
+ technologies that could help us to sustain the expected data rates. One of such
+ technologies is SENSE.
+
+<br>
+<div class="card" style="width: 40rem; margin: auto">
+  <img class="card-img-top" style="object-fit: contain"  src="/assets/images/scaling-dc24.png" alt="WLCG Data Challenge 2024">
+  <div class="card-body">
+   <h5 class="card-title">Data Challenge 2024</h5>
+   <p class="card-text"> Overview of the data rates reached during the Data Challenge 2024.</p>
+  </div>
+</div>
+<br>
+
+<strong>SENSE/Rucio</strong>
+SENSE is a Network Services Orchestrator created by ESNet that allows, among other
+ things, to create bandwidth allocations across Facilities. We have envisioned
+ Rucio as the first use case of SENSE. The objective of this project is deploy
+ support for SENSE in the majority of the USCMS and USATLAS sites and enable Rucio
+ to make use of this technology in order to assign priorities to its more critical
+ data flows.
+
+<br>
+<div class="card" style="width: 40rem; margin: auto">
+  <img class="card-img-top" style="object-fit: contain"  src="/assets/images/scaling-sense-rucio.png" alt="SENSE's bandwidth allocation">
+  <div class="card-body">
+   <h5 class="card-title">SENSE Demonstration</h5>
+   <p class="card-text"> Demonstration of SENSE’s bandwidth allocation over 2 competing data flows.</p>
+  </div>
+</div>
+<br>