000153695 001__ 153695 000153695 005__ 20251017144634.0 000153695 0247_ $$2doi$$a10.1109/TPDS.2025.3549281 000153695 0248_ $$2sideral$$a143789 000153695 037__ $$aART-2025-143789 000153695 041__ $$aeng 000153695 100__ $$aRana, Omer 000153695 245__ $$aGuest Editorial:Special Section on SC22 Student Cluster Competition 000153695 260__ $$c2025 000153695 5203_ $$aSince 2015, as part of a Reproducibility Initiative, the International Conference for High Performance Computing, Networking, Storage, and Analysis (SC) has encouraged, and more recently required, all technical papers to include an Artifact Description (AD) Appendix. Each year, the conference selects one accepted paper to form the basis of a Reproducibility Challenge in the Student Cluster Competition (SCC) - a mainstay in the conference program - for the following year. In the SCC, teams of undergraduate students partner with their educational institution and vendors to build, benchmark and operate a small HPC system during the conference week. The Reproducibility Challenge component has them attempt to reproduce parts of the selected work on their own cluster. At SC22, teams worked to reproduce the SC21 paper “Productivity, Portability, Performance: Data-Centric Python” by Ziogas et al. This special section includes a selection of reports from student teams, along with an extended version of that paper, discussing the students’ results... 000153695 540__ $$9info:eu-repo/semantics/closedAccess$$aAll rights reserved$$uhttp://www.europeana.eu/rights/rr-f/ 000153695 655_4 $$ainfo:eu-repo/semantics/other$$vinfo:eu-repo/semantics/publishedVersion 000153695 700__ $$aSpillner, Josef 000153695 700__ $$aLeak, Stephen 000153695 700__ $$aLofstead II, Gerald F 000153695 700__ $$0(orcid)0000-0003-3057-6273$$aTolosana Calasanz, Rafael$$uUniversidad de Zaragoza 000153695 7102_ $$15007$$2570$$aUniversidad de Zaragoza$$bDpto. Informát.Ingenie.Sistms.$$cÁrea Lenguajes y Sistemas Inf. 000153695 773__ $$g36, 5 (2025), 803 [1 p.]$$pIEEE trans. parallel distrib. syst.$$tIEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS$$x1045-9219 000153695 8564_ $$s28676$$uhttps://zaguan.unizar.es/record/153695/files/texto_completo.pdf$$yVersión publicada 000153695 8564_ $$s2467983$$uhttps://zaguan.unizar.es/record/153695/files/texto_completo.jpg?subformat=icon$$xicon$$yVersión publicada 000153695 909CO $$ooai:zaguan.unizar.es:153695$$particulos$$pdriver 000153695 951__ $$a2025-10-17-14:28:05 000153695 980__ $$aARTICLE