COMPSs GPU Cache K-Means

**Name:** K-Means GPU **Contact Person**: cristian.tatu@bsc.es **Access Level**: public **License Agreement**: Apache2 **Platform**: COMPSs **Machine**: Minotauro-MN4 K-Means running on the GPU leveraging COMPSs GPU Cache for deserialization speedup. Launched using 32 GPUs (16 nodes). Parameters used: K=40 and 32 blocks of size (1_000_000, 1200). It creates a block for each GPU. Total dataset shape is (32_000_000, 1200). Version dislib-0.9.0 (https://github.com/bsc-wdc/dislib/tree/release-0.9)

Publisher

[<#ROCrate::Organization https://ror.org/05sd8tv96 @properties={"@id"=>"https://ror.org/05sd8tv96", "@type"=>"Organization", "name"=>"Barcelona Supercomputing Center"}>]

License

Apache-2.0

Contents

• cch_kmeans_test.py
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  Format: text/plain
• complete_graph.svg
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  Format: [["image/svg+xml", <#ROCrate::ContextualEntity https://www.nationalarchives.gov.uk/PRONOM/fmt/92 @properties={"@id"=>"https://www.nationalarchives.gov.uk/PRONOM/fmt/92", "@type"=>"WebSite", "name"=>"Scalable Vector Graphics"}>]]
• App_Profile.json
  Size: 6201
  Format: ["application/json", <#ROCrate::ContextualEntity https://www.nationalarchives.gov.uk/PRONOM/fmt/817 @properties={"@id"=>"https://www.nationalarchives.gov.uk/PRONOM/fmt/817", "@type"=>"WebSite", "name"=>"JSON Data Interchange Format"}>]
• compss_submission_command_line.txt
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  Format: text/plain
• ro-crate-info.yaml
  Size: 1009
  Format: ["YAML", <#ROCrate::ContextualEntity https://www.nationalarchives.gov.uk/PRONOM/fmt/818 @properties={"@id"=>"https://www.nationalarchives.gov.uk/PRONOM/fmt/818", "@type"=>"WebSite", "name"=>"YAML"}>]
• kmeans.csv
  Size: 1583
• compss-1930260.out
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  Format: text/plain
• compss-1930260.err
  Size: 64
  Format: text/plain