Seshadhri, C.; Pinar, Ali; Thompson, David; Bennett, Janine C. Sublinear algorithms for extreme-scale data analysis. (English) Zbl 1312.65009 Bennett, Janine (ed.) et al., Topological and statistical methods for complex data. Tackling large-scale, high-dimensional, and multivariate data spaces. Selected papers based on the presentations at the workshop on the analysis of large-scale, high-dimensional, and multivariate data using topology and statistics, Le Barp, France, June 12–14, 2013. Berlin: Springer (ISBN 978-3-662-44899-1/hbk; 978-3-662-44900-4/ebook). Mathematics and Visualization, 39-54 (2015). MSC: 65C60 65D19 62-07 PDFBibTeX XMLCite \textit{C. Seshadhri} et al., in: Topological and statistical methods for complex data. Tackling large-scale, high-dimensional, and multivariate data spaces. Selected papers based on the presentations at the workshop on the analysis of large-scale, high-dimensional, and multivariate data using topology and statistics, Le Barp, France, June 12--14, 2013. Berlin: Springer. 39--54 (2015; Zbl 1312.65009) Full Text: DOI
Seshadhri, C.; Pinar, Ali; Kolda, Tamara G. Wedge sampling for computing clustering coefficients and triangle counts on large graphs. (English) Zbl 07260400 Stat. Anal. Data Min. 7, No. 4, 294-307 (2014). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{C. Seshadhri} et al., Stat. Anal. Data Min. 7, No. 4, 294--307 (2014; Zbl 07260400) Full Text: DOI arXiv
Kolda, Tamara G.; Pinar, Ali; Plantenga, Todd; Seshadhri, C.; Task, Christine Counting triangles in massive graphs with MapReduce. (English) Zbl 1306.05237 SIAM J. Sci. Comput. 36, No. 5, S48-S77 (2014). MSC: 05C85 62H12 65Y10 68W15 68W20 PDFBibTeX XMLCite \textit{T. G. Kolda} et al., SIAM J. Sci. Comput. 36, No. 5, S48--S77 (2014; Zbl 1306.05237) Full Text: DOI arXiv