Graham Cormode, Ke Yi

Small Summaries for Big Data

• Gebundenes Buch

Produktdetails

• Verlag: Cambridge University Press
• Seitenzahl: 278
• Erscheinungstermin: 10. Dezember 2020
• Englisch
• Abmessung: 229mm x 152mm x 18mm
• Gewicht: 544g
• ISBN-13: 9781108477444
• ISBN-10: 1108477445
• Artikelnr.: 59483049

Autorenporträt

Graham Cormode is a Professor in Computer Science at the University of Warwick, doing research in data management, privacy and big data analysis. Previously, he was a principal member of technical staff at AT&T Labs-Research. His work has attracted more than 14,000 citations and has appeared in more than 100 conference papers, 40 journal papers, and been awarded 30 US Patents. Cormode is the co-recipient of the 2017 Adams Prize for Mathematics for his work on Statistical Analysis of Big Data. He has edited two books on applications of algorithms and co-authored a third.

Inhaltsangabe

1. Introduction
2. Summaries for sets
3. Summaries for multisets
4. Summaries for ordered data
5. Geometric summaries
6. Graph summaries
7. Vector, matrix and linear algebraic summaries
8. Summaries over distributed data
9. Other uses of summaries
10. Lower bounds for summaries.