Category: Big Data, Analytical Data Platforms and Data Science – PhD and Master Thesis

Scaling at Scale: Ideal Point Estimation with ‘Big-Data’

Scaling at Scale: Ideal Point Estimation with ‘Big-Data’ Jonathan Paul Olmsted,  Princeton University February 27, 2014 Abstract The robust literature on the measurement of ideology in political science includes approaches for estimation within multiple inferential...

User Behaviour Modelling in a Multi-Dimensional Environment for Personalization and Recommendation

Dr. Rakesh Rawat, Senior Research Assistant (Faculty of Science & Technology) CRC-Queensland University of Technology Brisbane, Australia-4000 Author: Rakesh Rawat Abstract: The thesis discusses methods of modelling user’s Web server search log data for...

StreamCloud: An Elastic Parallel-Distributed Stream Processing Engine

Language: English Author: Vincenzo Massimiliano Gulisano Affiliation: Universidad Politecnica de Madrid (U.P.M.) – Polytechnic University of Madrid Abstract: The thesis proposes a novel stream processing engine, StreamCloud, that overcomes limitations of existing centralized and...

Scalable Parallelization of Expensive Continuous Queries over Massive Data Streams

Author: Dr. Erik Zeitler Language: English Affiliation: Uppsala University, Sweden Abstract:For applications that require execution of non-trivial Continuous Queries (CQs) over data streams of high rate, the execution of the CQs must be parallelized....