Elephant against Goliath: performance of big data versus high-performance computing DBSCAN clustering implementations

DOI10.1007/978-3-319-96271-9_16zbMath1420.68172OpenAlexW2886130359MaRDI QIDQ2325064

Helmut Neukirchen

Publication date: 6 September 2019

Full work available at URL: https://doi.org/10.1007/978-3-319-96271-9_16

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05) Parallel algorithms in computer science (68W10)

Uses Software

• MPI
• Hadoop
• LUSTRE
• HDF5
• Apache Spark
• eofs
• PDSDBSCAN
• Nak
• HPDBSCAN
• OpenSFS
• MR-DBSCAN
• Spark_DBSCAN

This page was built for publication: Elephant against Goliath: performance of big data versus high-performance computing DBSCAN clustering implementations