SC19 Proceedings

The International Conference for High Performance Computing, Networking, Storage, and Analysis

Abstract: Scheduling, visualizing, and balancing resource allocations in High-Performance Computing Centers are complicated tasks due to a large amount of data and the dynamic natures of the resource allocation problem. This paper introduces HiperJobViz, a visual analytic tool for visualizing the resource allocations of data centers for jobs, users, and usage statistics. The goals of this tool are: 1) to provide an overview of the current resource usages, 2) to track changes of resource usages by users, jobs, and hosts and 3) to provide a detailed view of the resource usage via multi-dimensional representation of health metrics, such as CPU temperatures, memory usage, and power consumption. To support these goals, our visual analytics tool provides a full range of interactive features, including details on demands, brushing and links, and filtering.

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