WORKSHOP "HPC UD ‘17”
TRENDS AND DIRECTIONS IN DATA-CENTRIC SYSTEMS: COGNITIVE SUPERCOMPUTERS
The ability to generate, access, manage and operate on ever larger amounts and varieties of data is changing the nature of traditional high-performance computing. The extraction of meaningful insights from Big Data, enabling real time and predictive decision making across a range of industrial, commercial, scientific and academic domains, requires computation techniques similar to those that have traditionally been characteristic of technical computing. We are entering the era of Cognitive Supercomputers, driven by the convergence in workflow requirements, including analytics, modeling, visualization, and simulation. This is a time of significant disruption, in which data is emerging as the "critical" natural resource of this century. In this presentation, we summarize the new challenges in system design and utilization arising from this disruption, as well as approaches to address those challenges through Data Centric innovations being applied in multiple areas, open ecosystems, workload-driven co-design, integration of heterogeneous compute elements, and software enablement for heterogeneous systems.
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- 20 de Septiembre de 2017 08:50 AM - 10:00 AM
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