Large-Scale Data Analytics

1. The Family of Map-Reduce
Sherif Sakr, Anna Liu

2. Optimization of Massively Parallel Data Flows
Fabian Hueske, Volker Markl

3. Mining Tera-Scale Graphs with “Pegasus”: Algorithms and Discoveries
U Kang, Christos Faloutsos

4. Customer Analyst for the Telecom Industry
David Konopnicki, Michal Shmueli-Scheuer

5. Machine Learning Algorithm Acceleration Using Hybrid (CPU-MPP) MapReduce Clusters
Sergio Herrero-Lopez, John R. Williams

6. Large-Scale Social Network Analysis
Mattia Lambertini, Matteo Magnani, Moreno Marzolla, Danilo Montesi, Carmine Paolino

7. Visual Analysis and Knowledge Discovery for Text
Christin Seifert, Vedran Sabol, Wolfgang Kienreich, Elisabeth Lex, Michael Granitzer

8. Practical Distributed Privacy-Preserving Data Analysis at Large Scale
Yitao Duan, John Canny

Nyckelord: Computer Science, Database Management, Information Systems and Communication Service, Business Information Systems, Data Mining and Knowledge Discovery, Systems and Data Security