001033607 001__ 1033607 001033607 005__ 20250822121305.0 001033607 0247_ $$2doi$$a10.1109/SC41406.2024.00038 001033607 0247_ $$2arXiv$$aarXiv:2408.17211 001033607 0247_ $$2datacite_doi$$a10.34734/FZJ-2024-06487 001033607 0247_ $$2WOS$$aWOS:001414891300010 001033607 037__ $$aFZJ-2024-06487 001033607 041__ $$aEnglish 001033607 1001_ $$0P:(DE-Juel1)145478$$aHerten, Andreas$$b0$$eCorresponding author 001033607 1112_ $$aInternational Conference for High Performance Computing, Networking, Storage, and Analysis$$cAtlanta, GA$$d2024-11-18 - 2024-11-22$$gSC24$$wUSA 001033607 245__ $$aApplication-Driven Exascale: The JUPITER Benchmark Suite 001033607 260__ $$aLos Alamitos, CA, USA$$bIEEE Computer Society$$c2024 001033607 300__ $$a468-512 001033607 3367_ $$2ORCID$$aCONFERENCE_PAPER 001033607 3367_ $$033$$2EndNote$$aConference Paper 001033607 3367_ $$2BibTeX$$aINPROCEEDINGS 001033607 3367_ $$2DRIVER$$aconferenceObject 001033607 3367_ $$2DataCite$$aOutput Types/Conference Paper 001033607 3367_ $$0PUB:(DE-HGF)8$$2PUB:(DE-HGF)$$aContribution to a conference proceedings$$bcontrib$$mcontrib$$s1732705235_30973 001033607 500__ $$aPublished in Proceedings of The International Conference for High Performance Computing Networking, Storage, and Analysis (SC '24) (2024) 001033607 520__ $$aBenchmarks are essential in the design of modern HPC installations, as they define key aspects of system components. Beyond synthetic workloads, it is crucial to include real applications that represent user requirements into benchmark suites, to guarantee high usability and widespread adoption of a new system. Given the significant investments in leadership-class supercomputers of the exascale era, this is even more important and necessitates alignment with a vision of Open Science and reproducibility. In this work, we present the JUPITER Benchmark Suite, which incorporates 16 applications from various domains. It was designed for and used in the procurement of JUPITER, the first European exascale supercomputer. We identify requirements and challenges and outline the project and software infrastructure setup. We provide descriptions and scalability studies of selected applications and a set of key takeaways. 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