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Geometric Modeling: Interoperability and New Challenges (Dagstuhl Seminar 21471) 几何建模:互操作性和新挑战(Dagstuhl Seminar 21471)

Dagstuhl reports Pub Date : 2021-01-01 DOI: 10.4230/DagRep.11.10.111

Falai Chen, T. Dokken, Géraldine Morin

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引用次数: 1

Computational Geometry (Dagstuhl Seminar 21181) 计算几何(Dagstuhl Seminar 21181)

Dagstuhl reports Pub Date : 2021-01-01 DOI: 10.4230/DagRep.11.4.1

Siu-Wing Cheng, A. Driemel, J. M. Phillips

引用次数: 0

Understanding I/O Behavior in Scientific and Data-Intensive Computing (Dagstuhl Seminar 21332) 理解科学和数据密集型计算中的I/O行为(Dagstuhl Seminar 21332)

Dagstuhl reports Pub Date : 2021-01-01 DOI: 10.4230/DagRep.11.7.16

P. Carns, J. Kunkel, K. Mohror, M. Schulz

{"title":"Understanding I/O Behavior in Scientific and Data-Intensive Computing (Dagstuhl Seminar 21332)","authors":"P. Carns, J. Kunkel, K. Mohror, M. Schulz","doi":"10.4230/DagRep.11.7.16","DOIUrl":"https://doi.org/10.4230/DagRep.11.7.16","url":null,"abstract":"Two key changes are driving an immediate need for deeper understanding of I/O workloads in highperformance computing (HPC): applications are evolving beyond the traditional bulk-synchronous models to include integrated multistep workflows, in situ analysis, artificial intelligence, and data analytics methods; and storage systems designs are evolving beyond a two-tiered file system and archive model to complex hierarchies containing temporary, fast tiers of storage close to compute resources with markedly different performance properties. Both of these changes represent a significant departure from the decades-long status quo and require investigation from storage researchers and practitioners to understand their impacts on overall I/O performance. Without an in-depth understanding of I/O workload behavior, storage system designers, I/O middleware developers, facility operators, and application developers will not know how best to design or utilize the additional tiers for optimal performance of a given I/O workload. The goal of this Dagstuhl Seminar was to bring together experts in I/O performance analysis and storage system architecture to collectively evaluate how our community is capturing and analyzing I/O workloads on HPC systems, identify any gaps in our methodologies, and determine how to develop a better in-depth understanding of their impact on HPC systems. Our discussions were lively and resulted in identifying critical needs for research in the area of understanding I/O behavior. We document those discussions in this report. Seminar August 15–20, 2021 – https://www.dagstuhl.de/21332 2012 ACM Subject Classification General and reference → General literature; Hardware → 3D integrated circuits; Software and its engineering → Software design engineering; Networks → Network performance analysis","PeriodicalId":91064,"journal":{"name":"Dagstuhl reports","volume":"11 1","pages":"16-75"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70435004","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Machine Learning in Sports (Dagstuhl Seminar 21411) 运动中的机器学习(Dagstuhl Seminar 21411)

Dagstuhl reports Pub Date : 2021-01-01 DOI: 10.4230/DagRep.11.9.45

Ulf Brefeld, Jesse Davis, M. Lames, J. Little

引用次数: 0

Coalition Formation Games (Dagstuhl Seminar 21331) 联盟编队游戏(Dagstuhl Seminar 21331)

Dagstuhl reports Pub Date : 2021-01-01 DOI: 10.4230/DagRep.11.7.1

E. Elkind, J. Goldsmith, Anja Rey, J. Rothe

引用次数: 0

Geometric Logic, Constructivisation, and Automated Theorem Proving (Dagstuhl Seminar 21472) 几何逻辑、构造和自动定理证明(Dagstuhl Seminar 21472)

Dagstuhl reports Pub Date : 2021-01-01 DOI: 10.4230/DagRep.11.10.151

T. Coquand, H. Ishihara, Sara Negri, P. Schuster