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28th ICDE 2012: Washington, DC, USA
- Anastasios Kementsietsidis, Marcos Antonio Vaz Salles:
IEEE 28th International Conference on Data Engineering (ICDE 2012), Washington, DC, USA (Arlington, Virginia), 1-5 April, 2012. IEEE Computer Society 2012, ISBN 978-0-7695-4747-3
Keynotes
- Serge Abiteboul, Émilien Antoine, Julia Stoyanovich:
Viewing the Web as a Distributed Knowledge Base. 1-4 - Surajit Chaudhuri:
How Different is Big Data? 5 - Peter Druschel:
Accountability and Trust in Cooperative Information Systems. 6
Panel Paper
- Michael Stonebraker, Anastasia Ailamaki, Jeremy Kepner, Alexander S. Szalay:
The Future of Scientific Data Bases. 7-8
Session 1: Privacy
- Cuneyt Gurcan Akcora
, Barbara Carminati
Privacy in Social Networks: How Risky is Your Social Graph? 9-19 - Graham Cormode
Differentially Private Spatial Decompositions. 20-31 - Jia Xu, Zhenjie Zhang, Xiaokui Xiao
Differentially Private Histogram Publication. 32-43 - Russell Paulet, Md. Golam Kaosar, Xun Yi, Elisa Bertino:
Privacy-Preserving and Content-Protecting Location Based Queries. 44-53
Session 2: Web 2.0 Applications
- Jie Bao, Mohamed F. Mokbel, Chi-Yin Chow
GeoFeed: A Location Aware News Feed System. 54-65 - Stefan Endrullis, Andreas Thor
Entity Search Strategies for Mashup Applications. 66-77 - Xiaohui Yu
CI-Rank: Ranking Keyword Search Results Based on Collective Importance. 78-89 - Badrish Chandramouli, Jonathan Goldstein, Songyun Duan:
Temporal Analytics on Big Data for Web Advertising. 90-101
Session 3: Storage Management
- Aubrey Tatarowicz, Carlo Curino, Evan P. C. Jones, Sam Madden:
Lookup Tables: Fine-Grained Partitioning for Distributed Databases. 102-113 - Richard T. Snodgrass, Dengfeng Gao, Rui Zhang, Stephen W. Thomas:
Temporal Support for Persistent Stored Modules. 114-125 - Norifumi Nishikawa, Miyuki Nakano, Masaru Kitsuregawa:
Energy Efficient Storage Management Cooperated with Large Data Intensive Applications. 126-137 - Eric R. Schendel
ISOBAR Preconditioner for Effective and High-throughput Lossless Data Compression. 138-149
Session 4: Data Streams Processing
- Badrish Chandramouli, David Maier, Jonathan Goldstein:
Physically Independent Stream Merging. 150-161 - Srikanta Tirthapura
A General Method for Estimating Correlated Aggregates over a Data Stream. 162-173 - Tingjian Ge, Fujun Liu:
Accuracy-Aware Uncertain Stream Databases. 174-185 - Lu-An Tang, Yu Zheng, Jing Yuan, Jiawei Han, Alice Leung, Chih-Chieh Hung
On Discovery of Traveling Companions from Streaming Trajectories. 186-197
Session 5: Graphs
- Dayu Yuan, Prasenjit Mitra, Huiwen Yu, C. Lee Giles
Iterative Graph Feature Mining for Graph Indexing. 198-209 - Xiaoli Wang, Xiaofeng Ding, Anthony K. H. Tung, Shanshan Ying, Hai Jin:
An Efficient Graph Indexing Method. 210-221 - Changjiu Jin, Sourav S. Bhowmick
PRAGUE: Towards Blending Practical Visual Subgraph Query Formulation and Query Processing. 222-233 - Walaa Eldin Moustafa, Amol Deshpande, Lise Getoor:
Ego-centric Graph Pattern Census. 234-245
Session 6: Uncertain and Probabilistic Databases
- Katrin Haegler, Frank Fiedler, Christian Böhm:
Searching Uncertain Data Represented by Non-axis Parallel Gaussian Mixture Models. 246-257 - Graham Cormode
Aggregate Query Answering on Possibilistic Data with Cardinality Constraints. 258-269 - Yongxin Tong
Discovering Threshold-based Frequent Closed Itemsets over Probabilistic Data. 270-281 - Dan Olteanu, Hongkai Wen
Ranking Query Answers in Probabilistic Databases: Complexity and Efficient Algorithms. 282-293
Session 7: Data Integration and Extraction
- Steven Euijong Whang, Hector Garcia-Molina:
Joint Entity Resolution. 294-305 - Eric Peukert, Julian Eberius, Erhard Rahm
A Self-Configuring Schema Matching System. 306-317 - Wenfei Fan
Incremental Detection of Inconsistencies in Distributed Data. 318-329 - Todd J. Green, Zachary G. Ives:
Recomputing Materialized Instances after Changes to Mappings and Data. 330-341
Session 8: Spatio-Temporal Data Management
- Manish Singh
SWST: A Disk Based Index for Sliding Window Spatio-Temporal Data. 342-353 - Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Andreas Züfle:
Querying Uncertain Spatio-Temporal Data. 354-365 - Jianzhong Qi
The Min-dist Location Selection Query. 366-377 - Jia Pan, Dinesh Manocha
Bi-level Locality Sensitive Hashing for k-Nearest Neighbor Computation. 378-389
Session 9: Query Processing
- Mert Akdere, Ugur Çetintemel, Matteo Riondato
Learning-based Query Performance Modeling and Prediction. 390-401 - Günes Aluç, David DeHaan, Ivan T. Bowman:
Parametric Plan Caching Using Density-Based Clustering. 402-413 - Pit Fender, Guido Moerkotte, Thomas Neumann
Effective and Robust Pruning for Top-Down Join Enumeration Algorithms. 414-425 - Anastasios Arvanitis, Georgia Koutrika:
Towards Preference-aware Relational Databases. 426-437
Session 10: Location Aware Data Processing
- Hua Lu
A Foundation for Efficient Indoor Distance-Aware Query Processing. 438-449 - Justin J. Levandoski, Mohamed Sarwat, Ahmed Eldawy
LARS: A Location-Aware Recommender System. 450-461 - Miao Qiao
Approximate Shortest Distance Computing: A Query-Dependent Local Landmark Scheme. 462-473 - Guoliang Li, Jianhua Feng, Jing Xu:
DESKS: Direction-Aware Spatial Keyword Search. 474-485
Session 11: Map-Reduce Based Data Processing
- Raman Grover, Michael J. Carey:
Extending Map-Reduce for Efficient Predicate-Based Sampling. 486-497 - Foto N. Afrati, Anish Das Sarma, David Menestrina, Aditya G. Parameswaran
Fuzzy Joins Using MapReduce. 498-509 - Younghoon Kim
Parallel Top-K Similarity Join Algorithms Using MapReduce. 510-521 - Benjamin Gufler, Nikolaus Augsten
Load Balancing in MapReduce Based on Scalable Cardinality Estimates. 522-533
Session 12: Social Media
- Guo-Jun Qi
Community Detection with Edge Content in Social Media Networks. 534-545 - Chen Liu, Sai Wu, Shouxu Jiang, Anthony K. H. Tung:
Cross Domain Search by Exploiting Wikipedia. 546-557 - Junjie Yao, Bin Cui
Provenance-based Indexing Support in Micro-blog Platforms. 558-569 - Luke Dickens, Ian M. Molloy, Jorge Lobo
Learning Stochastic Models of Information Flow. 570-581
Session 13: P2P and Distributed Processing
- Gang Chen, Tianlei Hu, Dawei Jiang, Peng Lu, Kian-Lee Tan
BestPeer++: A Peer-to-Peer Based Large-Scale Data Processing Platform. 582-593 - Minqi Zhou, Heng Tao Shen, Xiaofang Zhou
Effective Data Density Estimation in Ring-Based P2P Networks. 594-605 - Christos Doulkeridis
Processing of Rank Joins in Highly Distributed Systems. 606-617 - Lars Kolb, Andreas Thor
Load Balancing for MapReduce-based Entity Resolution. 618-629
Session 14: XML and RDF Data Management
- Liang Jeff Chen, Philip A. Bernstein, Peter Carlin, Dimitrije Filipovic, Michael Rys, Nikita Shamgunov, James F. Terwilliger, Milos Todic, Sasa Tomasevic, Dragan Tomic:
Mapping XML to a Wide Sparse Table. 630-641 - Curtis E. Dyreson
Querying XML Data: As You Shape It. 642-653 - Yanghua Xiao, Ji Hong, Wanyun Cui, Zhenying He, Wei Wang, Guodong Feng:
Branch Code: A Labeling Scheme for Efficient Query Answering on Trees. 654-665 - Wangchao Le, Anastasios Kementsietsidis, Songyun Duan, Feifei Li:
Scalable Multi-query Optimization for SPARQL. 666-677
Session 15: Performance
- Jiexing Li, Rimma V. Nehme, Jeffrey F. Naughton:
GSLPI: A Cost-Based Query Progress Indicator. 678-689 - Rui Zhang, Richard T. Snodgrass, Saumya Debray:
Micro-Specialization in DBMSes. 690-701 - Willis Lang, Srinath Shankar, Jignesh M. Patel, Ajay Kalhan:
Towards Multi-tenant Performance SLOs. 702-713 - David B. Lomet, Alan D. Fekete, Rui Wang, Peter Ward:
Multi-version Concurrency via Timestamp Range Conflict Management. 714-725
Session 16: Data Extraction and Quality
- Nora Derouiche, Bogdan Cautis, Talel Abdessalem:
Automatic Extraction of Structured Web Data with Domain Knowledge. 726-737 - Lukasz Golab, Howard J. Karloff, Flip Korn, Barna Saha, Divesh Srivastava:
Discovering Conservation Rules. 738-749 - Zhian He, Eric Lo
Answering Why-not Questions on Top-k Queries. 750-761 - Dong Deng, Guoliang Li, Jianhua Feng:
An Efficient Trie-based Method for Approximate Entity Extraction with Edit-Distance Constraints. 762-773
Session 17: Top-K Processing
- Pei Lee, Laks V. S. Lakshmanan, Jeffrey Xu Yu:
On Top-k Structural Similarity Search. 774-785 - Mohammad Sadoghi
Relevance Matters: Capitalizing on Less (Top-k Matching in Publish/Subscribe). 786-797 - Zhitao Shen, Muhammad Aamir Cheema
Efficiently Monitoring Top-k Pairs over Sliding Windows. 798-809 - Albert Yu, Pankaj K. Agarwal, Jun Yang:
Processing and Notifying Range Top-k Subscriptions. 810-821
Session 18: Similarity
- Jongik Kim, Hongrae Lee:
Efficient Exact Similarity Searches Using Multiple Token Orderings. 822-833 - Xiang Zhao, Chuan Xiao
Efficient Graph Similarity Joins with Edit Distance Constraints. 834-845 - Shaoxu Song
Parameter-Free Determination of Distance Thresholds for Metric Distance Constraints. 846-857 - Wush Chi-Hsuan Wu
Random Error Reduction in Similarity Search on Time Series: A Statistical Approach. 858-869
Session 19: Text and Strings
- Fei Chen, Xixuan Feng, Christopher Ré, Min Wang:
Optimizing Statistical Information Extraction Programs over Evolving Text. 870-881 - Chong Sun, Jeffrey F. Naughton, Siddharth Barman:
Approximate String Membership Checking: A Multiple Filter, Optimization-Based Approach. 882-893 - Charu C. Aggarwal, Yuchen Zhao, Philip S. Yu:
On Text Clustering with Side Information. 894-904 - Junfeng Zhou, Zhifeng Bao
Fast SLCA and ELCA Computation for XML Keyword Queries Based on Set Intersection. 905-916
Session 20: Query Processing II
- Nikolay Laptev, Carlo Zaniolo:
Optimization of Massive Pattern Queries by Dynamic Configuration Morphing. 917-928 - Shenoda Guirguis, Mohamed A. Sharaf, Panos K. Chrysanthis
Three-Level Processing of Multiple Aggregate Continuous Queries. 929-940 - Farhan Tauheed, Laurynas Biveinis, Thomas Heinis, Felix Schürmann, Henry Markram, Anastasia Ailamaki:
Accelerating Range Queries for Brain Simulations. 941-952 - Junjie Yao, Bin Cui
Keyword Query Reformulation on Structured Data. 953-964
Session 21: Data Mining
- Po-Yuen Wong, Tak-Ming Chan, Man Hon Wong, Kwong-Sak Leung:
Predicting Approximate Protein-DNA Binding Cores Using Association Rule Mining. 965-976 - Hua Lu
Upgrading Uncompetitive Products Economically. 977-988 - Yu Peng, Raymond Chi-Wing Wong
Attribute-Based Subsequence Matching and Mining. 989-1000 - Dhaval Patel, Wynne Hsu
Integrating Frequent Pattern Mining from Multiple Data Domains for Classification. 1001-1012
Session 22: Scientific Data, Analysis and Visualization
- Adam Seering, Philippe Cudré-Mauroux
Efficient Versioning for Scientific Array Databases. 1013-1024 - Lu-An Tang, Xiao Yu, Sangkyum Kim, Jiawei Han, Wen-Chih Peng, Yizhou Sun, Hector Gonzalez, Sebastian Seith:
Multidimensional Analysis of Atypical Events in Cyber-Physical Data. 1025-1036 - Fabian Keller, Emmanuel Müller
HiCS: High Contrast Subspaces for Density-Based Outlier Ranking. 1037-1048 - Yang Zhang, Srinivasan Parthasarathy
Extracting Analyzing and Visualizing Triangle K-Core Motifs within Networks. 1049-1060
Session 23: Similarity Search and Detection
- Min Soo Kim, Kyu-Young Whang, Yang-Sae Moon:
Horizontal Reduction: Instance-Level Dimensionality Reduction for Similarity Search in Large Document Databases. 1061-1072 - Uwe Draisbach, Felix Naumann
Adaptive Windows for Duplicate Detection. 1073-1083 - Jongwuk Lee, Hyunsouk Cho, Seung-won Hwang:
Efficient Dual-Resolution Layer Indexing for Top-k Queries. 1084-1095 - Reynold Cheng
Evaluating Probabilistic Queries over Uncertain Matching. 1096-1107
Session 24: Sensors Network and Trajectory
- Sabbas Burdakis, Antonios Deligiannakis:
Detecting Outliers in Sensor Networks Using the Geometric Approach. 1108-1119 - Mingwang Tang, Feifei Li, Jeff M. Phillips, Jeffrey Jestes:
Efficient Threshold Monitoring for Distributed Probabilistic Data. 1120-1131 - Dhaval Patel, Chang Sheng, Wynne Hsu
Incorporating Duration Information for Trajectory Classification. 1132-1143 - Kai Zheng, Yu Zheng, Xing Xie
Reducing Uncertainty of Low-Sampling-Rate Trajectories. 1144-1155
Session 25: Error Reduction and Data Security
- Mehmet Kuzu, Mohammad Saiful Islam, Murat Kantarcioglu:
Efficient Similarity Search over Encrypted Data. 1156-1167 - HweeHwa Pang
Obfuscating the Topical Intention in Enterprise Text Search. 1168-1179 - Katrin Eisenreich, Jochen Adamek, Philipp Rösch, Volker Markl, Gregor Hackenbroich:
Correlation Support for Risk Evaluation in Databases. 1180-1191 - Hyo-Sang Lim, Gabriel Ghinita, Elisa Bertino, Murat Kantarcioglu:
A Game-Theoretic Approach for High-Assurance of Data Trustworthiness in Sensor Networks. 1192-1203
Seminars
- Oktie Hassanzadeh
Data Management Issues on the Semantic Web. 1204-1206 - Emmanuel Müller
Discovering Multiple Clustering Solutions: Grouping Objects in Different Views of the Data. 1207-1210 - Xin Luna Dong, Divesh Srivastava:
Detecting Clones, Copying and Reuse on the Web. 1211-1213 - Jiawei Han, Yizhou Sun, Xifeng Yan, Philip S. Yu:
Mining Knowledge from Data: An Information Network Analysis Approach. 1214-1217 - Arijit Khan
Emerging Graph Queries in Linked Data. 1218-1221 - Jaideep Vaidya:
Boolean Matrix Decomposition Problem: Theory, Variations and Applications to Data Engineering. 1222-1224
Demo Group 1
- Thomas Kissinger, Hannes Voigt, Wolfgang Lehner:
SMIX Live - A Self-Managing Index Infrastructure for Dynamic Workloads. 1225-1228 - Mohammad Sadoghi
Multi-query Stream Processing on FPGAs. 1229-1232 - Jia Xu, Qiushi Bai, Yu Gu, Anthony K. H. Tung, Guoren Wang, Ge Yu, Zhenjie Zhang:
EUDEMON: A System for Online Video Frame Copy Detection by Earth Mover's Distance. 1233-1236 - Meiyu Lu, Srinivas Bangalore, Graham Cormode
A Dataset Search Engine for the Research Document Corpus. 1237-1240 - Keivan Kianmehr, Negar Koochakzadeh, Reda Alhajj:
AskFuzzy: Attractive Visual Fuzzy Query Builder. 1241-1244 - Ulrike Fischer, Frank Rosenthal, Wolfgang Lehner:
F2DB: The Flash-Forward Database System. 1245-1248 - Robert Ikeda, Junsang Cho, Charlie Fang, Semih Salihoglu, Satoshi Torikai, Jennifer Widom:
Provenance-Based Debugging and Drill-Down in Data-Oriented Workflows. 1249-1252
Demo Group 2
- Ahmed M. Aly, Asmaa Sallam, Bala M. Gnanasekaran, Long-Van Nguyen-Dinh, Walid G. Aref, Mourad Ouzzani, Arif Ghafoor:
M3: Stream Processing on Main-Memory MapReduce. 1253-1256 - Torsten Grust, Manuel Mayr:
A Deep Embedding of Queries into Ruby. 1257-1260 - Rubi Boim, Ohad Greenshpan, Tova Milo, Slava Novgorodov, Neoklis Polyzotis, Wang Chiew Tan:
Asking the Right Questions in Crowd Data Sourcing. 1261-1264 - Chunbin Lin, Jiaheng Lu
LotusX: A Position-Aware XML Graphical Search System with Auto-Completion. 1265-1268 - Mehdi Kargar, Aijun An:
Efficient Top-k Keyword Search in Graphs with Polynomial Delay. 1269-1272 - Rui Li, Kin Hou Lei, Ravi Khadiwala, Kevin Chen-Chuan Chang:
TEDAS: A Twitter-based Event Detection and Analysis System. 1273-1276 - Fei Chiang, Periklis Andritsos, Erkang Zhu, Renée J. Miller:
AutoDict: Automated Dictionary Discovery. 1277-1280
Demo Group 3
- Barbara Carminati
Trust and Share: Trusted Information Sharing in Online Social Networks. 1281-1284 - Elke Achtert, Sascha Goldhofer, Hans-Peter Kriegel, Erich Schubert
Evaluation of Clusterings - Metrics and Visual Support. 1285-1288 - Mohamed Sarwat, Sameh Elnikety, Yuxiong He, Gabriel Kliot:
Horton: Online Query Execution Engine for Large Distributed Graphs. 1289-1292 - Peter M. Fischer, Jens Teubner:
MXQuery with Hardware Acceleration. 1293-1296 - Steffen Hirte, Andreas Seifert, Stephan Baumann, Daniel Klan, Kai-Uwe Sattler:
Data3 - A Kinect Interface for OLAP Using Complex Event Processing. 1297-1300 - Anisoara Nica, Ian Charlesworth
Analyzing Query Optimization Process: Portraits of Join Enumeration Algorithms. 1301-1304 - Yonghui Xiao, James J. Gardner, Li Xiong
DPCube: Releasing Differentially Private Data Cubes for Health Information. 1305-1308
Demo Group 4
- Roberto De Virgilio, Giorgio Orsi, Letizia Tanca, Riccardo Torlone
NYAYA: A System Supporting the Uniform Management of Large Sets of Semantic Data. 1309-1312 - Songling Liu, Juan P. Cedeño, K. Selçuk Candan, Maria Luisa Sapino, Shengyu Huang, Xinsheng Li:
R2DB: A System for Querying and Visualizing Weighted RDF Graphs. 1313-1316 - Roger S. Barga, Jaliya Ekanayake, Wei Lu:
Project Daytona: Data Analytics as a Cloud Service. 1317-1320 - Isabel F. Cruz, Cosmin Stroe, Matteo Palmonari
Interactive User Feedback in Ontology Matching Using Signature Vectors. 1321-1324 - Pawel Jurczyk, Li Xiong
DObjects+: Enabling Privacy-Preserving Data Federation Services. 1325-1328 - Kyriacos E. Pavlou, Richard T. Snodgrass:
DRAGOON: An Information Accountability System for High-Performance Databases. 1329-1332 - Kenneth P. Smith, Ameet Kini, William Wang, Chris Wolf, M. David Allen, Andrew Sillers:
Intuitive Interaction with Encrypted Query Execution in DataStorm. 1333-1336
Industrial Session 1: Support for Large Scale Data Analytics
- Yasin N. Silva, Per-Åke Larson, Jingren Zhou:
Exploiting Common Subexpressions for Cloud Query Processing. 1337-1348 - Marcin Zukowski, Mark van de Wiel, Peter A. Boncz:
Vectorwise: A Vectorized Analytical DBMS. 1349-1350 - Yuanyuan Tian, Shirish Tatikonda, Berthold Reinwald:
Scalable and Numerically Stable Descriptive Statistics in SystemML. 1351-1359
Industrial Session 2: Evolving Platforms for New Applications
- Michael Busch, Krishna Gade, Brian Larson, Patrick Lok, Samuel Luckenbill, Jimmy Lin:
Earlybird: Real-Time Search at Twitter. 1360-1369 - Aditya Auradkar, Chavdar Botev, Shirshanka Das, Dave De Maagd, Alex Feinberg, Phanindra Ganti, Lei Gao, Bhaskar Ghosh, Kishore Gopalakrishna, Brendan Harris, Joel Koshy, Kevin Krawez, Jay Kreps, Shi Lu, Sunil Nagaraj, Neha Narkhede, Sasha Pachev, Igor Perisic, Lin Qiao, Tom Quiggle, Jun Rao, Bob Schulman, Abraham Sebastian, Oliver Seeliger, Adam Silberstein, Boris Shkolnik, Chinmay Soman, Roshan Sumbaly, Kapil Surlaker, Sajid Topiwala, Cuong Tran, Balaji Varadarajan, Jemiah Westerman, Zach White, David Zhang
Data Infrastructure at LinkedIn. 1370-1381 - Claudio Jossen, Lukas Blunschi, Magdalini Mori, Donald Kossmann, Kurt Stockinger:
The Credit Suisse Meta-data Warehouse. 1382-1393
Industrial Session 3: Indexing, Updates and Processing
- Zhen Hua Liu, Hui J. Chang, Balasubramanyam Sthanikam:
Efficient Support of XQuery Update Facility in XML Enabled RDBMS. 1394-1404 - Souripriya Das, Seema Sundara, Matthew Perry, Jagannathan Srinivasan
Making Unstructured Data SPARQL Using Semantic Indexing in Oracle Database. 1405-1416 - Sonia Bergamaschi
A Meta-language for MDX Queries in eLog Business Solution. 1417-1428
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