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- W4310831431 abstract "Contour trees are a significant tool for data analysis as they capture both local and global variation. However, their utility has been limited by scalability, in particular for distributed computation and storage. We report a distributed data structure for storing the contour tree of a data set distributed on a cluster, based on a fan-in hierarchy, and an algorithm for computing it based on the boundary tree that represents only the superarcs of a contour tree that involve contours that cross boundaries between blocks. This allows us to limit the communication cost for contour tree computation to the complexity of the block boundaries rather than of the entire data set." @default.
- W4310831431 created "2022-12-19" @default.
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- W4310831431 date "2022-10-16" @default.
- W4310831431 modified "2023-09-23" @default.
- W4310831431 title "Distributed Hierarchical Contour Trees" @default.
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- W4310831431 doi "https://doi.org/10.1109/ldav57265.2022.9966394" @default.
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