Database Systems for Advanced Applications

19th International Conference, DASFAA 2014, Bali, Indonesia, April 21-24, 2014. Proceedings, Part I
2014
ISBN: 978-3-319-05809-2
Verlag: Springer International Publishing

Buch, Englisch, 514 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 8073 g

Reihe: Information Systems and Applications, incl. Internet/Web, and HCI

These two volumes set LNCS 8421 and LNCS 8422 constitutes the refereed proceedings of the 19th International Conference on Database Systems for Advanced Applications, DASFAA 2014, held in Bali, Indonesia, in April 2014. The 62 revised full papers presented together with 1 extended abstract paper, 4 industrial papers, 6 demo presentations, 3 tutorials and 1 panel paper were carefully reviewed and selected from a total of 257 submissions. The papers cover the following topics: big data management, indexing and query processing, graph data management, spatio-temporal data management, database for emerging hardware, data mining, probabilistic and uncertain data management, web and social data management, security, privacy and trust, keyword search, data stream management and data quality.

Zielgruppe

Research

Autoren/Hrsg.

Bhowmick, Sourav S.

Dyreson, Curtis

Thalheim, Bernhard

Jensen, Christian S.

Lee, Mong Li

Muliantara, Agus

Fachgebiete

• Mathematik | Informatik EDV | Informatik Daten / Datenbanken

Inhaltsverzeichnis

Keynote Talk.- Challenges for Dataset Search.- Invited Paper from Recipients of Ten-Year Best Paper Award.- Secure Computation on Outsourced Data: A 10-year Retrospective.- Big Data Management.- Online Indexing and Distributed Querying Model-View Sensor Data in the Cloud.- Discovery of Areas with Locally Maximal Confidence from Location Data.- Multi-way Theta-Join Based on CMD Storage Method.- MIGSOM: A SOM Algorithm for Large Scale Hyperlinked Documents Inspired by Neuronal Migration.- Indexing and Query Processing.- Scalable Numerical Queries by Algebraic Inequality Transformations.- SAQR: An Efficient Scheme for Similarity-Aware Query Refinement.- Concurrent Execution of Mixed Enterprise Workloads on In-Memory Databases.- On Data Partitioning in Tree Structure Metric-Space Indexes.- Graph Data Management.- Improving Performance of Graph Similarity Joins Using Selected Substructures.- Linear Path Skyline Computation in Bicriteria Networks.- Label and Distance-Constraint Reachability Queries in Uncertain Graphs.- Privacy-Preserving Reachability Query Services.- Spatio-temporal Data Management SKY R-tree: An Index Structure for Distance-Based Top-k Query.- Causal Structure Discovery for Spatio-temporal Data Efficient Processing of Which-Edge Questions on Shortest Path Queries.- Reconciling Multiple Categorical Preferences with Double Pareto-Based Aggregation.- Database for Emerging Hardware CARIC-DA: Core Affinity with a Range Index for Cache-Conscious Data Access in a Multicore Environment.- Approximating an Energy-Proportional DBMS by a Dynamic Cluster of Nodes.- APSkyline: Improved Skyline Computation for Multicore Architectures.- Data Mining.- Greedy Filtering: A Scalable Algorithm for K-Nearest Neighbor Graph Construction.- On Mining Proportional Fault-Tolerant Frequent Itemsets.- An Efficient K-means Clustering Algorithm on MapReduce.- Efficient Mining of Density-Aware Distinguishing Sequential Patterns with Gap Constraints.- Probabilistic and UncertainData Management Identifying Top k Dominating Objects ov