Large-Scale Dynamic Network Analysis: Scalable Parallel Algorithms with Applications
DescriptionWe propose to discuss application needs in the area of large-scale dynamic network analysis. Given the latest advancement in exascale computing and the volume of data available, an important problem is how to analyze large-scale networks to be meaningful for applications. Many challenges exist in developing software for analyzing dynamic graphs, including consensus on the output, reproducibility, and most critically whether existing parallel update algorithms support real-world applications’ needs. We aim to take steps toward forming a community of users of dynamic network software while spreading awareness about the tools available and the challenges related to large-scale dynamic graph analysis.
Event Type
Birds of a Feather
TimeTuesday, 15 November 20225:15pm - 6:45pm CST
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