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ORCID30th 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, Qinming He:
Towards effective and efficient mining of arbitrary shaped clusters. 28-39
Research Session 2: Distributed Processing
- Feng Li, M. Tamer Özsu, Gang Chen, Beng Chin Ooi:
R-Store: A scalable distributed system for supporting real-time analytics. 40-51 - Peter Alvaro, Neil Conway, Joseph M. Hellerstein, David Maier:
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, Di Yang, Qingyang Wang, Yanwei Yu, Jiayuan Wang, Elke A. Rundensteiner:
Scalable distance-based outlier detection over high-volume data streams. 76-87 - Xuan-Hong Dang, Ira Assent, Raymond T. Ng, Arthur Zimek, Erich Schubert:
Discriminative features for identifying and interpreting outliers. 88-99 - Mourad Khayati, Michael H. Böhlen, Johann Gamper:
Memory-efficient centroid decomposition for long time series. 100-111
Research Session 4: Pareto Optimization
- Afroza Sultana, Naeemul Hassan, Chengkai Li, Jun Yang, Cong Yu:
Incremental discovery of prominent situational facts. 112-123 - Odysseas Papapetrou, Minos N. Garofalakis:
Continuous fragmented skylines over distributed streams. 124-135 - Bin Yang, Chenjuan Guo, Christian S. Jensen, Manohar Kaul, Shuo Shang:
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, Mohamed F. Mokbel, Sameh Elnikety, Suman Nath, Yuxiong He:
Mercury: A memory-constrained spatio-temporal real-time search on microblogs. 172-183
Research Session 6: Graphs I - Fundamental Algorithms
- Wenfei Fan, Xin Wang, Yinghui Wu:
Answering graph pattern queries using views. 184-195 - Paul W. Olsen, Alan G. Labouseur, Jeong-Hyon Hwang:
Efficient top-k closeness centrality search. 196-207 - Zhiwei Zhang, Lu Qin, Jeffrey Xu Yu:
Contract & Expand: I/O Efficient SCCs Computing. 208-219
Research Session 7: Schema Matching and Cleaning
- Nguyen Quoc Viet Hung, Thanh Tam Nguyen, Zoltán Miklós, Karl Aberer, Avigdor Gal, Matthias Weidlich:
Pay-as-you-go reconciliation in schema matching networks. 220-231 - Floris Geerts, Giansalvatore Mecca, Paolo Papotti, Donatello Santoro:
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, Chengfei Liu, Md. Saiful Islam:
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, Seungwoo Ryu, Sejeong Kwon, Kyomin Jung, Jae-Gil Lee:
LinkSCAN*: Overlapping community detection using the link-space transformation. 292-303 - Weiren Yu, Xuemin Lin, Wenjie Zhang:
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, Jiannan Wang, Jianhua Feng:
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, Hans-Arno Jacobsen:
Adaptive parallel compressed event matching. 364-375 - Xiaochen Zhu, Shaoxu Song, Jianmin Wang, Philip S. Yu, Jiaguang Sun:
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, Cong Yu:
Exploiting group recommendation functions for flexible preferences. 412-423 - Nicholas L. Farnan, Adam J. Lee, Panos K. Chrysanthis, Ting Yu:
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, Habibur Rahman, Saravanan Thirumuruganathan, Carlos Castillo, Gautam Das:
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, Qi Fan, Huiju Wang, Kian-Lee Tan, Divyakant Agrawal, Amr El Abbadi:
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, Deepak Rajan:
Optimal hierarchical layouts for cache-oblivious search trees. 616-627
Research Session 18: Privacy and Security
- Haibo Hu, Jianliang Xu, Xizhong Xu, Kexin Pei, Byron Choi, Shuigeng Zhou:
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, Maysam Yabandeh:
Omid: Lock-free transactional support for distributed data stores. 676-687 - Danica Porobic, Erietta Liarou, Pinar Tözün, Anastasia Ailamaki:
ATraPos: Adaptive transaction processing on hardware Islands. 688-699 - Hyuck Han, Seongjae Park, Hyungsoo Jung, Alan D. Fekete, Uwe Röhm, Heon Y. Yeom:
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, Ben Kao:
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, Xuemin Lin, Ying Zhang:
SLICE: Reviving regions-based pruning for reverse k nearest neighbors queries. 760-771 - Peng Peng, Raymond Chi-Wing Wong:
Geometry approach for k-regret query. 772-783
Research Session 22: Similarity Joins
- David C. Anastasiu, George Karypis:
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, Rajkumar Buyya, Jian Chen:
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, Xiaokui Xiao, Gabriel Ghinita:
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, Feng Zhao, Xinyu Li:
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, Nerya Or:
A general algorithm for subtree similarity-search. 928-939 - Yong Zeng, Zhifeng Bao, Tok Wang Ling, H. V. Jagadish, Guoliang Li:
Breaking out of the MisMatch trap. 940-951 - Shizuya Hakuta, Sebastian Maneth, Keisuke Nakano, Hideya Iwasaki:
XQuery streaming by Forest Transducers. 952-963
Research Session 27: Crowdsourcing
- Anish Das Sarma, Aditya G. Parameswaran, Hector Garcia-Molina, Alon Y. Halevy:
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, Jorge-Arnulfo Quiané-Ruiz, Felix Naumann:
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, Alkis Simitsis, Kevin Wilkinson:
Engine independence for logical analytic flows. 1060-1071
Industry Session 1
- Yusheng Xie, Diana Palsetia, Goce Trajcevski, Ankit Agrawal, Alok N. Choudhary:
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, Xiaofang Zhou:
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, Hans-Arno Jacobsen:
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, Zhao 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, Caleb Chen Cao, Chen Jason Zhang, Yatao Li, Lei Chen:
CrowdCleaner: Data cleaning for multi-version data on the web via crowdsourcing. 1182-1185 - Siyu Lei, Xuan S. Yang, Luyi Mo, Silviu Maniu, Reynold Cheng:
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, Xike Xie, Aiste Pilvinyte:
Constructing indoor navigation systems from digital building information. 1194-1197 - Ziawasch Abedjan, Toni Grütze, Anja Jentzsch, Felix Naumann:
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, Wei Chen, Xinyu Li, Qiyue Song, Chao Zhang, Feng Zhao, Xiajuan Zhou:
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, Donatello Santoro:
IQ-METER - An evaluation tool for data-transformation systems. 1218-1221 - Xu Chu, Ihab F. Ilyas, Paolo Papotti, Yin Ye:
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, Renée J. Miller:
VoidWiz: Resolving incompleteness using network effects. 1230-1233