Titlebook: High Performance Computing; 35th International C Ponnuswamy Sadayappan,Bradford L. Chamberlain,Hate Conference proceedings 2020 Springer Na

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Conference proceedings 2020Frankfurt/Main, Germany, in June 2020.*.The 27 revised full papers presented were carefully reviewed and selected from 87 submissions. The papers cover a broad range of topics such as architectures, networks & infrastructure; artificial intelligence and machine learning; data, storage & visualizatio

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Time Series Mining at Petascale Performanceormance Computing systems, and—for most realistic problems—are suited only for datasets with a small dimensionality..In this paper, we introduce a novel MPI-based approach for the calculation of a matrix profile for multi-dimensional time series that pushes these limits. We evaluate the efficiency o

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Semi-automatic Assessment of I/O Behavior by Inspecting the Individual Client-Node Timelines—An ExplI/O activities during job runtime is preserved to some extent and can be used to identify phases of inefficient I/O..The main contribution of this work is the segmentation of time series and computation of metrics (Job-I/O-Utilization, Job-I/O-Problem-Time, and Job-I/O-Balance) that are effective to

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Solving Acoustic Boundary Integral Equations Using High Performance Tile Low-Rank LU Factorizationc to quadratic order. We taskify the underlying boundary integral kernels to expose fine-grained computations. We then employ the dynamic runtime system . to orchestrate the scheduling of computational tasks on shared and distributed-memory systems. The resulting asynchronous execution permits to co