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30th ICDE 2014: Chicago, IL, USA
- Isabel F. Cruz, Elena Ferrari, Yufei Tao, Elisa Bertino, Goce Trajcevski:
IEEE 30th International Conference on Data Engineering, Chicago, ICDE 2014, IL, USA, March 31 - April 4, 2014. IEEE Computer Society 2014, ISBN 978-1-4799-3480-5
Keynotes
- Anastasia Ailamaki:
Running with scissors: Fast queries on just-in-time databases. 1 - Amit P. Sheth:
Transforming Big Data into Smart Data: Deriving value via harnessing Volume, Variety, and Velocity using semantic techniques and technologies. 2
Research Session 1: Clustering
- Pei Lee, Laks V. S. Lakshmanan, Evangelos E. Milios
:
Incremental cluster evolution tracking from highly dynamic network data. 3-14 - Guanhua Yan:
Finding common ground among experts' opinions on data clustering: With applications in malware analysis. 15-27 - Hao Huang, Yunjun Gao, Kevin Chiew, Lei Chen
Towards effective and efficient mining of arbitrary shaped clusters. 28-39
Research Session 2: Distributed Processing
- Feng Li, M. Tamer Özsu
R-Store: A scalable distributed system for supporting real-time analytics. 40-51 - Peter Alvaro
Blazes: Coordination analysis for distributed programs. 52-63 - Jiewen Huang, Kartik Venkatraman, Daniel J. Abadi
Query optimization of distributed pattern matching. 64-75
Research Session 3: Data Mining I - Outliers and Time Series
- Lei Cao
Scalable distance-based outlier detection over high-volume data streams. 76-87 - Xuan-Hong Dang, Ira Assent
Discriminative features for identifying and interpreting outliers. 88-99 - Mourad Khayati
Memory-efficient centroid decomposition for long time series. 100-111
Research Session 4: Pareto Optimization
- Afroza Sultana, Naeemul Hassan
Incremental discovery of prominent situational facts. 112-123 - Odysseas Papapetrou
Continuous fragmented skylines over distributed streams. 124-135 - Bin Yang
Stochastic skyline route planning under time-varying uncertainty. 136-147
Research Session 5: Keyword Search I - Spatial
- Anders Skovsgaard, Darius Sidlauskas, Christian S. Jensen
Scalable top-k spatio-temporal term querying. 148-159 - Amr Magdy
Mercury: A memory-constrained spatio-temporal real-time search on microblogs. 172-183
Research Session 6: Graphs I - Fundamental Algorithms
- Wenfei Fan
Answering graph pattern queries using views. 184-195 - Paul W. Olsen, Alan G. Labouseur
Efficient top-k closeness centrality search. 196-207 - Zhiwei Zhang, Lu Qin
Contract & Expand: I/O Efficient SCCs Computing. 208-219
Research Session 7: Schema Matching and Cleaning
- Nguyen Quoc Viet Hung
Pay-as-you-go reconciliation in schema matching networks. 220-231 - Floris Geerts
Mapping and cleaning. 232-243 - Maksims Volkovs, Fei Chiang, Jaroslaw Szlichta, Renée J. Miller:
Continuous data cleaning. 244-255
Research Session 8: Keyword Search II - Privacy and Social Data
- Peng Wang, Chinya V. Ravishankar
On masking topical intent in keyword search. 256-267 - Jianxin Li
Keyword-based correlated network computation over large social media. 268-279 - Zhongyuan Wang, Haixun Wang, Zhirui Hu:
Head, modifier, and constraint detection in short texts. 280-291
Research Session 9: Graphs II - Ranks and Communities
- Sungsu Lim
LinkSCAN*: Overlapping community detection using the link-space transformation. 292-303 - Weiren Yu, Xuemin Lin
Fast incremental SimRank on link-evolving graphs. 304-315 - Samamon Khemmarat, Lixin Gao:
Fast top-k path-based relevance query on massive graphs. 316-327
Research Session 10: Strings and Texts
- Inci Cetindil, Jamshid Esmaelnezhad, Taewoo Kim, Chen Li:
Efficient instant-fuzzy search with proximity ranking. 328-339 - Dong Deng, Guoliang Li, Shuang Hao
MassJoin: A mapreduce-based method for scalable string similarity joins. 340-351 - Ian Rae, Alan Halverson, Jeffrey F. Naughton:
In-RDBMS inverted indexes revisited. 352-363
Research Session 11: Temporal and Event Data
- Mohammad Sadoghi
Adaptive parallel compressed event matching. 364-375 - Xiaochen Zhu, Shaoxu Song
Matching heterogeneous events with patterns. 376-387 - Xiaolan Wang, K. Selçuk Candan, Maria Luisa Sapino:
Leveraging metadata for identifying local, robust multi-variate temporal (RMT) features. 388-399
Research Session 12: Personalized Data Management
- Di Jiang, Kenneth Wai-Ting Leung, Jan Vosecky, Wilfred Ng
Personalized Query Suggestion With Diversity Awareness. 400-411 - Senjuti Basu Roy, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das
Exploiting group recommendation functions for flexible preferences. 412-423 - Nicholas L. Farnan, Adam J. Lee
PAQO: Preference-aware query optimization for decentralized database systems. 424-435
Research Session 13: Data Mining II - Pattern Discovery
- Jitendra Ajmera, Sachindra Joshi, Ashish Verma, Amol Mittal:
Automatic generation of question answer pairs from noisy case logs. 436-447 - Loïc Cerf, Wagner Meira Jr.:
Complete discovery of high-quality patterns in large numerical tensors. 448-459 - Sofiane Abbar
Ranking item features by mining online user-item interactions. 460-471
Research Session 14: Data Warehousing
- Niranjan Kamat, Prasanth Jayachandran, Karthik Tunga, Arnab Nandi
Distributed and interactive cube exploration. 472-483 - Gheorghi Guzun, Guadalupe Canahuate, David Chiu, Jason Sawin:
A tunable compression framework for bitmap indices. 484-495 - Zhengkui Wang
Pagrol: Parallel graph olap over large-scale attributed graphs. 496-507
Research Session 15: Query Optimization
- Holger Pirk, Stefan Manegold, Martin L. Kersten:
Waste not... Efficient co-processing of relational data. 508-519 - Luis Leopoldo Perez, Christopher M. Jermaine:
History-aware query optimization with materialized intermediate views. 520-531 - Varun Simhadri, Karthik Ramachandra, Arun Chaitanya, Ravindra Guravannavar, S. Sudarshan:
Decorrelation of user defined function invocations in queries. 532-543
Research Session 16: Graphs III - Distributed Processing
- Jun Gao, Jiashuai Zhou, Chang Zhou, Jeffrey Xu Yu:
GLog: A high level graph analysis system using MapReduce. 544-555 - Jun Gao, Chang Zhou, Jiashuai Zhou, Jeffrey Xu Yu:
Continuous pattern detection over billion-edge graph using distributed framework. 556-567 - Lu Wang, Yanghua Xiao, Bin Shao, Haixun Wang:
How to partition a billion-node graph. 568-579
Research Session 17: Main-Memory Databases
- Viktor Leis, Alfons Kemper, Thomas Neumann
Exploiting hardware transactional memory in main-memory databases. 580-591 - Wolf Rödiger, Tobias Mühlbauer, Philipp Unterbrunner, Angelika Reiser, Alfons Kemper, Thomas Neumann
Locality-sensitive operators for parallel main-memory database clusters. 592-603 - Nirmesh Malviya, Ariel Weisberg, Samuel Madden, Michael Stonebraker:
Rethinking main memory OLTP recovery. 604-615 - Peter Lindstrom
Optimal hierarchical layouts for cache-oblivious search trees. 616-627
Research Session 18: Privacy and Security
- Haibo Hu
Private search on key-value stores with hierarchical indexes. 628-639 - Xun Yi, Russell Paulet, Elisa Bertino, Vijay Varadharajan
Practical k nearest neighbor queries with location privacy. 640-651 - Wentian Lu, Gerome Miklau, Vani Gupta:
Generating private synthetic databases for untrusted system evaluation. 652-663 - Yousef Elmehdwi, Bharath K. Samanthula, Wei Jiang:
Secure k-nearest neighbor query over encrypted data in outsourced environments. 664-675
Research Session 19: Transaction Management
- Daniel Gómez Ferro, Flavio Junqueira, Ivan Kelly, Benjamin C. Reed
Omid: Lock-free transactional support for distributed data stores. 676-687 - Danica Porobic
ATraPos: Adaptive transaction processing on hardware Islands. 688-699 - Hyuck Han, Seongjae Park, Hyungsoo Jung, Alan D. Fekete, Uwe Röhm
Scalable serializable snapshot isolation for multicore systems. 700-711 - Bin Liu, Jun'ichi Tatemura, Oliver Po, Wang-Pin Hsiung, Hakan Hacigümüs:
Automatic entity-grouping for OLTP workloads. 712-723
Research Session 20: Graphs IV - Random Walk
- Wangda Zhang, Reynold Cheng
Evaluating multi-way joins over discounted hitting time. 724-735 - Rong-Hua Li, Jeffrey Xu Yu, Xin Huang, Hong Cheng:
Random-walk domination in large graphs. 736-747
Research Session 21: Multidimensional Search
- Albert Yu, Pankaj K. Agarwal, Jun Yang:
Top-k preferences in high dimensions. 748-759 - Shiyu Yang, Muhammad Aamir Cheema
SLICE: Reviving regions-based pruning for reverse k nearest neighbors queries. 760-771 - Peng Peng
Geometry approach for k-regret query. 772-783
Research Session 22: Similarity Joins
- David C. Anastasiu
L2AP: Fast cosine similarity search with prefix L-2 norm bounds. 784-795 - Sergej Fries, Brigitte Boden, Grzegorz Stepien, Thomas Seidl
PHiDJ: Parallel similarity self-join for high-dimensional vector data with MapReduce. 796-807 - Jin Huang, Rui Zhang
MELODY-JOIN: Efficient Earth Mover's Distance similarity joins using MapReduce. 808-819
Research Session 23: Subgraph Mining and Matching
- Manish Gupta, Jing Gao, Xifeng Yan, Hasan Cam, Jiawei Han:
Top-K interesting subgraph discovery in information networks. 820-831 - Bo Zong, Ramya Raghavendra, Mudhakar Srivatsa, Xifeng Yan, Ambuj K. Singh, Kang-Won Lee:
Cloud service placement via subgraph matching. 832-843 - Wenqing Lin
Large-scale frequent subgraph mining in MapReduce. 844-855
Research Session 24: Social Contents
- Wei Feng, Jianyong Wang:
We can learn your #hashtags: Connecting tweets to explicit topics. 856-867 - Wei Kang, Anthony K. H. Tung
Interactive hierarchical tag clouds for summarizing spatiotemporal social contents. 868-879 - Guoliang Li, Jun Hu, Jianhua Feng, Kian-Lee Tan
Effective location identification from microblogs. 880-891
Research Session 25: Uncertain and Probabilistic Data
- Rong-Hua Li, Jeffrey Xu Yu, Rui Mao, Tan Jin
Efficient and accurate query evaluation on uncertain graphs via recursive stratified sampling. 892-903 - Walaa Eldin Moustafa, Angelika Kimmig, Amol Deshpande, Lise Getoor:
Subgraph pattern matching over uncertain graphs with identity linkage uncertainty. 904-915 - Bahar Qarabaqi, Mirek Riedewald:
User-driven refinement of imprecise queries. 916-927
Research Session 26: XML and Tree Data
- Sara Cohen
A general algorithm for subtree similarity-search. 928-939 - Yong Zeng, Zhifeng Bao
Breaking out of the MisMatch trap. 940-951 - Shizuya Hakuta, Sebastian Maneth, Keisuke Nakano
XQuery streaming by Forest Transducers. 952-963
Research Session 27: Crowdsourcing
- Anish Das Sarma, Aditya G. Parameswaran
Crowd-powered find algorithms. 964-975 - Ju Fan, Meiyu Lu, Beng Chin Ooi, Wang-Chiew Tan, Meihui Zhang:
A hybrid machine-crowdsourcing system for matching web tables. 976-987 - Sarath Kumar Kondreddi, Peter Triantafillou, Gerhard Weikum:
Combining information extraction and human computing for crowdsourced knowledge acquisition. 988-999
Research Session 28: Spatial and Location Data
- Farhan Tauheed, Thomas Heinis, Felix Schürmann, Henry Markram, Anastasia Ailamaki:
OCTOPUS: Efficient query execution on dynamic mesh datasets. 1000-1011 - Pinghui Wang, Wenbo He, Xue Liu:
An efficient sampling method for characterizing points of interests on maps. 1012-1023 - Pimin Konstantin Kefaloukos, Marcos Antonio Vaz Salles, Martin Zachariasen
Declarative cartography: In-database map generalization of geospatial datasets. 1024-1035
Research Session 29: Data Flow and Profiling
- Ziawasch Abedjan
Detecting unique column combinations on dynamic data. 1036-1047 - Yutian Sun, Jianwen Su, Budan Wu, Jian Yang
Modeling data for business processes. 1048-1059 - Petar Jovanovic
Engine independence for logical analytic flows. 1060-1071
Industry Session 1
- Yusheng Xie, Diana Palsetia, Goce Trajcevski, Ankit Agrawal
SILVERBACK: Scalable association mining for temporal data in columnar probabilistic databases. 1072-1083 - Ramakrishna Varadarajan, Vivek Bharathan, Ariel Cary, Jaimin Dave, Sreenath Bodagala:
DBDesigner: A customizable physical design tool for Vertica Analytic Database. 1084-1095 - Yanhua Li, Moritz Steiner, Jie Bao, Limin Wang, Ting Zhu:
Region sampling and estimation of geosocial data with dynamic range calibration. 1096-1107
Industry Session 2
- Nga Tran, Andrew Lamb, Lakshmikant Shrinivas, Sreenath Bodagala, Jaimin Dave:
The Vertica Query Optimizer: The case for specialized query optimizers. 1108-1119 - Herald Kllapi, Boulos Harb, Cong Yu:
Near neighbor join. 1120-1131 - Zhen Hua Liu, Ying Lu, Hui Joe Chang:
Efficient support of XQuery Full Text in SQL/XML enabled RDBMS. 1132-1143
Industry Session 3
- Han Su, Kai Zheng, Jiamin Huang, Hoyoung Jeung, Lei Chen
CrowdPlanner: A crowd-based route recommendation system. 1144-1155 - Youngchul Cha, Junghoo Cho, Jian Yuan, Tak W. Yan:
Exploration of the effect of Category Match Score in search advertising. 1156-1161 - Prashanth Menon, Tilmann Rabl, Mohammad Sadoghi
CaSSanDra: An SSD boosted key-value store. 1162-1167 - Ilaria Bordino, Nicolas Kourtellis, Nikolay Laptev, Youssef Billawala:
Stock trade volume prediction with Yahoo Finance user browsing behavior. 1168-1173
Demo Session 1
- Leihao Xia, Caleb Chen Cao, Lei Chen
C-DMr: Crowd-powered Decision Maker for real world Knapsack Problems. 1174-1177 - Han Su, Kai Zheng, Jiamin Huang, Tianyu Liu, Haozhou Wang, Xiaofang Zhou
A crowd-based route recommendation system-CrowdPlanner. 1178-1181 - Yongxin Tong
CrowdCleaner: Data cleaning for multi-version data on the web via crowdsourcing. 1182-1185 - Siyu Lei, Xuan S. Yang, Luyi Mo, Silviu Maniu
iTag: Incentive-based tagging. 1186-1189 - Jiamin Lu, Ralf Hartmut Güting:
Parallel SECONDO: A practical system for large-scale processing of moving objects. 1190-1193 - Mikkel Boysen, Christian de Haas, Hua Lu
Constructing indoor navigation systems from digital building information. 1194-1197 - Ziawasch Abedjan
Profiling and mining RDF data with ProLOD++. 1198-1201 - Omar Alonso, Kartikay Khandelwal:
Kondenzer: Exploration and visualization of archived social media. 1202-1205 - Wei Kang, Anthony K. H. Tung
Trendspedia: An Internet observatory for analyzing and visualizing the evolving web. 1206-1209
Demo Session 2
- Chen Xu, Fan Xia, Mohamed A. Sharaf, Minqi Zhou, Aoying Zhou:
AQUAS: A quality-aware scheduler for NoSQL data stores. 1210-1213 - Yuzhe Richard Tang, Ling Liu, Ting Wang, Xin Hu, Reiner Sailer, Peter R. Pietzuch
Outsourcing multi-version key-value stores with verifiable data freshness. 1214-1217 - Giansalvatore Mecca, Paolo Papotti
IQ-METER - An evaluation tool for data-transformation systems. 1218-1221 - Xu Chu, Ihab F. Ilyas, Paolo Papotti
RuleMiner: Data quality rules discovery. 1222-1225 - Ruilin Liu, Guan Wang, Wendy Hui Wang, Flip Korn:
iCoDA: Interactive and exploratory data completeness analysis. 1226-1229 - Christina Christodoulakis, Christos Faloutsos
VoidWiz: Resolving incompleteness using network effects. 1230-1233 - Antonio Miele
ADaPT: Automatic Data Personalization based on contextual preferences. 1234-1237 - Amr Magdy
Mars: Real-time spatio-temporal queries on microblogs. 1238-1241 - Ahmed Eldawy
Pigeon: A spatial MapReduce language. 1242-1245 - Mohamed F. Mokbel, Louai Alarabi
A demonstration of MNTG - A web-based road network traffic generator. 1246-1249
Demo Session 3
- Nandish Jayaram, Mahesh Gupta, Arijit Khan
GQBE: Querying knowledge graphs by example entity tuples. 1250-1253 - Patrick Ernst, Cynthia Meng, Amy Siu, Gerhard Weikum:
KnowLife: A knowledge graph for health and life sciences. 1254-1257 - Michael N. Gubanov, Michael Stonebraker, Daniel Bruckner:
Text and structured data fusion in data tamer at scale. 1258-1261 - Erietta Liarou, Stratos Idreos:
dbTouch in action database kernels for touch-based data exploration. 1262-1265 - Bin Liu, Wang-Pin Hsiung, Jun'ichi Tatemura, Hakan Hacigümüs:
SAGE: A logical and physical design tool for entity-group based new SQL systems. 1266-1269 - Vasil Slavov, Anas Katib, Praveen R. Rao:
A tool for Internet-scale cardinality estimation of XPath queries over distributed semistructured data. 1270-1273 - Yu Cao, Xiaoyan Guo, Baoyao Zhou, Stephen Todd:
HOPE: Iterative and interactive database partitioning for OLTP workloads. 1274-1277 - Zhibo Peng, Mitch Cherniack, Olga Papaemmanouil:
Devel-op: An optimizer development environment. 1278-1281 - Rohit Jain, Sunil Prabhakar
Guaranteed authenticity and integrity of data from untrusted servers. 1282-1285
Tutorials
- Olaf Hartig
Linked Data query processing. 1286-1289 - Lukasz Golab, Theodore Johnson:
Data stream warehousing. 1290-1293 - Barna Saha, Divesh Srivastava:
Data quality: The other face of Big Data. 1294-1297 - Stratis D. Viglas:
Just-in-time compilation for SQL query processing. 1298-1301 - Reynold Cheng, Tobias Emrich, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Goce Trajcevski, Andreas Züfle:
Managing uncertainty in spatial and spatio-temporal data. 1302-1305 - Rajeev Gupta, Krithi Ramamritham:
Distributed execution of continuous queries. 1306-1309 - Alfons Kemper, Thomas Neumann
Main-memory database systems. 1310
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