Trust me, I'm partially right: incremental visualization lets analysts explore large datasets faster

D Fisher, I Popov, S Drucker… - Proceedings of the SIGCHI …, 2012 - dl.acm.org
Queries over large scale (petabyte) data bases often mean waiting overnight for a result to
come back. Scale costs time. Such time also means that potential avenues of exploration are …

What next? A half-dozen data management research goals for big data and the cloud

S Chaudhuri - Proceedings of the 31st ACM SIGMOD-SIGACT-SIGAI …, 2012 - dl.acm.org
Proceedings of the 31st ACM SIGMOD-SIGACT-SIGAI symposium on Principles of Database
Systems: What next?: a half-dozen data manag Page 1 What Next? A Half-Dozen Data …

[图书][B] Linked stream data processing

Abstract Linked Stream Data has emerged as an effort to represent dynamic, time-
dependent data streams following the principles of Linked Data. Given the increasing …

You can stop early with COLA: online processing of aggregate queries in the cloud

Y Shi, X Meng, F Wang, Y Gan - Proceedings of the 21st ACM …, 2012 - dl.acm.org
Cloud-based data management systems are emerging as scalable, fault-tolerant, and
efficient solutions to manage large volumes of data with cost effective infrastructures, and …

An interactive framework for spatial joins: a statistical approach to data analysis in GIS

S Alkobaisi, WD Bae, P Vojtěchovský, S Narayanappa - GeoInformatica, 2012 - Springer
Abstract Many Geographic Information Systems (GIS) handle a large volume of geospatial
data. Spatial joins over two or more geospatial datasets are very common operations in GIS …

Improving online aggregation performance for skewed data distribution

Y Wang, J Luo, A Song, J Jin, F Dong - … , Busan, South Korea, April 15-19 …, 2012 - Springer
Online aggregation is a commonly-used technique to response aggregation queries with the
refined approximate answers (within an estimated confidence interval) quickly. However, we …

Efficient joins to process stream data

M Naeem - 2012 - researchspace.auckland.ac.nz
Data integration used to be offline, but real-time data integration has become more and
more important. Research into stream databases can be naturally applied to near-realtime …

[PDF][PDF] A Survey of Online Aggregation in the Cloud

Y Shi, Y Gan, X Meng - idke.ruc.edu.cn
Online aggregation in the cloud makes it possible to save cost by taking acceptable
approximate early answers. There are critical requirements to support online aggregation in …

[PDF][PDF] Skalierbare Ausführung von Prozessanwendungen in dienstorientierten Umgebungen

S Preißler - 2012 - core.ac.uk
Zusammenfassung Die Strukturierung und Nutzung von unternehmensinternen IT-
Infrastrukturen auf Grundlage dienstorientierter Architekturen (engl. service-oriented …

[PDF][PDF] Taming Very Large Data in Analytical Workloads

M ElSeidy - wiki.epfl.ch
A wide class of data analytics operations can be modeled as classical database join
operations. In the current era of data deluge, the explosion in data sizes has led to the …