Michael Gertz

Scientific and Statistical Database Management - Lecture Notes in Computer Science / Information Systems and Applications, Incl. Internet / Web, and Hci Michael Gertz

Marc Notes: Includes bibliographical references and index. Table of Contents: Invited Talks.- Tradeoffs between Parallel Database Systems, Hadoop, and HadoopDB as Platforms for Petabyte-Scale Analysis.- Emerging Trends and Converging Technologies in Data Intensive Scalable Computing.- Query Processing.- Deriving Spatio-temporal Query Results in Sensor Networks.- Efficient and Adaptive Distributed Skyline Computation.- On the Efficient Construction of Multislices from Recurrences.- Optimizing Query Processing in Cache-Aware Wireless Sensor Networks.- Approximate Query Answering and Result Refinement on XML Data.- Efficient and Scalable Method for Processing Top-k Spatial Boolean Queries.- Scientific Data Management and Analysis.- A Framework for Moving Sensor Data Query and Retrieval of Dynamic Atmospheric Events.- Client + Cloud: Evaluating Seamless Architectures for Visual Data Analytics in the Ocean Sciences.- Scalable Clustering Algorithm for N-Body Simulations in a Shared-Nothing Cluster.- Database Design for High-Resolution LIDAR Topography Data.- PetaScope: An Open-Source Implementation of the OGC WCS Geo Service Standards Suite.- Towards Archaeo-informatics: Scientific Data Management for Archaeobiology.- Data Mining.- DESSIN: Mining Dense Subgraph Patterns in a Single Graph.- Discovery of Evolving Convoys.- Finding Top-k Similar Pairs of Objects Annotated with Terms from an Ontology.- Identifying the Most Influential User Preference from an Assorted Collection.- MC-Tree: Improving Bayesian Anytime Classification.- Non-intrusive Quality Analysis of Monitoring Data.- Visual Decision Support for Ensemble Clustering.- Indexes and Data Representation.- An Indexing Scheme for Fast and Accurate Chemical Fingerprint Database Searching.- BEMC: A Searchable, Compressed Representation for Large Seismic Wavefields.- Dynamic Data Reorganization for Energy Savings in Disk Storage Systems.- Organization of Data in Non-convex Spatial Domains.- PrefIndex: An Efficient Supergraph Containment Search Technique.- Supporting Web-Based Visual Exploration of Large-Scale Raster Geospatial Data Using Binned Min-Max Quadtree.- Scientific Workflow and Provenance.- Bridging Workflow and Data Provenance Using Strong Links.- LIVE: A Lineage-Supported Versioned DBMS.- Optimizing Resource Allocation for Scientific Workflows Using Advance Reservations.- A Fault-Tolerance Architecture for Kepler-Based Distributed Scientific Workflows.- Provenance Context Entity (PaCE): Scalable Provenance Tracking for Scientific RDF Data.- Taverna, Reloaded.- Similarity.- Can Shared-Neighbor Distances Defeat the Curse of Dimensionality?.- Optimizing All-Nearest-Neighbor Queries with Trigonometric Pruning.- Prefix Tree Indexing for Similarity Search and Similarity Joins on Genomic Data.- Similarity Estimation Using Bayes Ensembles.- Subspace Similarity Search: Efficient k-NN Queries in Arbitrary Subspaces.- Data Stream Processing.- Continuous Skyline Monitoring over Distributed Data Streams.- Propagation of Densities of Streaming Data within Query Graphs.- Spatio-temporal Event Stream Processing in Multimedia Communication Systems.- Stratified Reservoir Sampling over Heterogeneous Data Streams.- Tree Induction over Perennial Objects. Publisher Marketing: Constitutes the proceedings of the 22nd International Conference on Scientific and Statistical Database Management, SSDBM 2010, held in Heidelberg, Germany in June/July 2010. In this title, the topics covered are query processing; scientific data management and analysis; data mining; indexes and data representation; and data stream processing.