Scientific and Statistical Database Management: 22nd International Conference, SSDBM 2010, Heidelberg, Germany, June 30–July 2, 2010. Proceedings

Description

This book constitutes the proceedings of the 22nd International Conference on Scientific and Statistical Database Management, SSDBM 2010, held in Heidelberg, Germany in June/July 2010. The 30 long and 11 short papers presented were carefully reviewed and selected from 94 submissions. The topics covered are query processing; scientific data management and analysis; data mining; indexes and data representation; scientific workflow and provenance; and data stream processing. Front Matter....Pages - Tradeoffs between Parallel Database Systems, Hadoop, and HadoopDB as Platforms for Petabyte-Scale Analysis....Pages 1-3 Emerging Trends and Converging Technologies in Data Intensive Scalable Computing....Pages 4-5 Deriving Spatio-temporal Query Results in Sensor Networks....Pages 6-23 Efficient and Adaptive Distributed Skyline Computation....Pages 24-41 On the Efficient Construction of Multislices from Recurrences....Pages 42-59 Optimizing Query Processing in Cache-Aware Wireless Sensor Networks....Pages 60-77 Approximate Query Answering and Result Refinement on XML Data....Pages 78-86 Efficient and Scalable Method for Processing Top-k Spatial Boolean Queries....Pages 87-95 A Framework for Moving Sensor Data Query and Retrieval of Dynamic Atmospheric Events....Pages 96-113 Client + Cloud: Evaluating Seamless Architectures for Visual Data Analytics in the Ocean Sciences....Pages 114-131 Scalable Clustering Algorithm for N-Body Simulations in a Shared-Nothing Cluster....Pages 132-150 Database Design for High-Resolution LIDAR Topography Data....Pages 151-159 PetaScope: An Open-Source Implementation of the OGC WCS Geo Service Standards Suite....Pages 160-168 Towards Archaeo-informatics: Scientific Data Management for Archaeobiology....Pages 169-177 DESSIN: Mining Dense Subgraph Patterns in a Single Graph....Pages 178-195 Discovery of Evolving Convoys....Pages 196-213 Finding Top-k Similar Pairs of Objects Annotated with Terms from an Ontology....Pages 214-232 Identifying the Most Influential User Preference from an Assorted Collection....Pages 233-251 MC-Tree: Improving Bayesian Anytime Classification....Pages 252-269 Non-intrusive Quality Analysis of Monitoring Data....Pages 270-278 Visual Decision Support for Ensemble Clustering....Pages 279-287 An Indexing Scheme for Fast and Accurate Chemical Fingerprint Database Searching....Pages 288-305 BEMC: A Searchable, Compressed Representation for Large Seismic Wavefields....Pages 306-321 Dynamic Data Reorganization for Energy Savings in Disk Storage Systems....Pages 322-341 Organization of Data in Non-convex Spatial Domains....Pages 342-359 PrefIndex: An Efficient Supergraph Containment Search Technique....Pages 360-378 Supporting Web-Based Visual Exploration of Large-Scale Raster Geospatial Data Using Binned Min-Max Quadtree....Pages 379-396 Bridging Workflow and Data Provenance Using Strong Links....Pages 397-415 LIVE: A Lineage-Supported Versioned DBMS....Pages 416-433 Optimizing Resource Allocation for Scientific Workflows Using Advance Reservations....Pages 434-451 A Fault-Tolerance Architecture for Kepler-Based Distributed Scientific Workflows....Pages 452-460 Provenance Context Entity (PaCE): Scalable Provenance Tracking for Scientific RDF Data....Pages 461-470 Taverna, Reloaded....Pages 471-481 Can Shared-Neighbor Distances Defeat the Curse of Dimensionality?....Pages 482-500 Optimizing All-Nearest-Neighbor Queries with Trigonometric Pruning....Pages 501-518 Prefix Tree Indexing for Similarity Search and Similarity Joins on Genomic Data....Pages 519-536 Similarity Estimation Using Bayes Ensembles....Pages 537-554 Subspace Similarity Search: Efficient k-NN Queries in Arbitrary Subspaces....Pages 555-564 Continuous Skyline Monitoring over Distributed Data Streams....Pages 565-583 Propagation of Densities of Streaming Data within Query Graphs....Pages 584-601 Spatio-temporal Event Stream Processing in Multimedia Communication Systems....Pages 602-620 Stratified Reservoir Sampling over Heterogeneous Data Streams....Pages 621-639 Tree Induction over Perennial Objects....Pages 640-657 Back Matter....Pages -