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| projects [2019/08/30 14:08] – Jaroslaw Zola | projects [2019/08/30 14:09] – Jaroslaw Zola |
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| === Deliverables === | === Deliverables === |
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| * [[https://gitlab.com/SCoRe-Group/APSPark|APSPark]] Efficient and scalable All-Pairs Shortest-Path Solver for Apache Spark. On a modest Spark cluster (e.g., 1024 Intel Xeon cores), the solver can handle arbitrary undirected graphs with over 200,000 vertices. | * [[https://gitlab.com/SCoRe-Group/APSPark|APSPark]] is efficient and scalable All-Pairs Shortest-Path Solver for Apache Spark. On a modest Spark cluster (e.g., 1024 Intel Xeon cores), the solver can handle arbitrary undirected graphs with over 200,000 vertices. |
| * [[https://gitlab.com/SCoRe-Group/IsomapSpark/|IsomapSpark]] is a tool to efficiently learn manifolds from large-scale high-dimensional data. The method is based on Isomap spectral dimensionality reduction and is implemented entirely in Apache Spark. | * [[https://gitlab.com/SCoRe-Group/IsomapSpark/|IsomapSpark]] is a tool to efficiently learn manifolds from large-scale high-dimensional data. The method is based on Isomap spectral dimensionality reduction and is implemented entirely in Apache Spark. |
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