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Remote Participation
IA^3 2021: 11th Workshops on Irregular Applications: Architectures and Algorithms
Event Type
Big Data
Data Analytics
Memory Systems
Numerical Algorithms
Registration Categories
TimeMonday, 15 November 20219am - 9:01am CST
DescriptionDue to the heterogeneous data sets they process, data-intensive applications employ a diverse set of methods and data structures, exhibiting irregular memory accesses, control flows and communication patterns. Current supercomputing systems are organized around components optimized for data locality and bulk synchronous computations. Managing any form of irregularity on them demands a substantial programming effort, and often leads to poor performance. Holistic solutions to these challenges emerge only by considering the problem from multiple perspectives: from micro- to system-architectures, from compilers to languages, from libraries to runtimes, and from algorithm design to data characteristics. Only collaborative efforts among researchers with different expertise, including domain experts and end users, can lead to significant breakthroughs. This workshop brings together scientists with different backgrounds to discuss methods and technologies for efficiently supporting irregular applications on current and future architectures.
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