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ORCID34th ICDE 2018: Paris, France
- 34th IEEE International Conference on Data Engineering, ICDE 2018, Paris, France, April 16-19, 2018. IEEE Computer Society 2018, ISBN 978-1-5386-5520-7
Keynotes
- Sihem Amer-Yahia:
Human Factors in Data Science. 1-12 - Philip A. Bernstein:
Actor-Oriented Database Systems. 13-14 - Margo I. Seltzer, Virendra J. Marathe, Steve Byan:
An NVM Carol: Visions of NVM Past, Present, and Future. 15-23 - Michael Stonebraker:
My Top Ten Fears about the DBMS Field. 24-28
Research Track: Regular Papers
Research Session 1: Data Integration, Metadata Management, and Interoperability
- Jianbin Qin, Yaoshu Wang, Chuan Xiao
, Wei Wang, Xuemin Lin, Yoshiharu Ishikawa:
GPH: Similarity Search in Hamming Space. 29-40 - Andrew Ilyas, Joana M. F. da Trindade, Raul Castro Fernandez, Samuel Madden:
Extracting Syntactical Patterns from Databases. 41-52 - Giovanni Simonini, George Papadakis, Themis Palpanas, Sonia Bergamaschi:
Schema-Agnostic Progressive Entity Resolution. 53-64 - Fan Yang, Hyun Ah Song, Zongge Liu, Christos Faloutsos, Vladimir Zadorozhny, Nicholas D. Sidiropoulos:
Ares: Automatic Disaggregation of Historical Data. 65-76
Research Session 2: Data Exploration and Visualization
- Antonio Maccioni, Riccardo Torlone:
Augmented Access for Querying and Exploring a Polystore. 77-88 - Quoc Viet Hung Nguyen, Kai Zheng, Matthias Weidlich, Bolong Zheng, Hongzhi Yin, Thanh Tam Nguyen, Bela Stantic:
What-If Analysis with Conflicting Goals: Recommending Data Ranges for Exploration. 89-100 - Yuyu Luo, Xuedi Qin, Nan Tang, Guoliang Li:
DeepEye: Towards Automatic Data Visualization. 101-112 - Mangesh Bendre, Vipul Venkataraman, Xinyan Zhou, Kevin Chen-Chuan Chang, Aditya G. Parameswaran:
Towards a Holistic Integration of Spreadsheets with Databases: A Scalable Storage Engine for Presentational Data Management. 113-124
Research Session 3: Data Mining and Knowledge Discovery
- Ariel Jarovsky, Tova Milo, Slava Novgorodov, Wang-Chiew Tan:
Rule Sharing for Fraud Detection via Adaptation. 125-136 - Hancheng Ge, Kai Zhang, Majid Alfifi, Xia Hu, James Caverlee:
DisTenC: A Distributed Algorithm for Scalable Tensor Completion on Spark. 137-148 - Zainab Zolaktaf, Reza Babanezhad, Rachel Pottinger:
A Generic Top-N Recommendation Framework for Trading-Off Accuracy, Novelty, and Coverage. 149-160 - Wei Shen, Yinan Liu, Jianyong Wang:
Predicting Named Entity Location Using Twitter. 161-172
Research Session 4: Modern and Distributed Hardware
- Zihuan Xu, Siyuan Han, Lei Chen:
CUB, a Consensus Unit-Based Storage Scheme for Blockchain System. 173-184 - Viktor Leis, Michael Haubenschild, Alfons Kemper, Thomas Neumann:
LeanStore: In-Memory Data Management beyond Main Memory. 185-196 - André Kohn, Viktor Leis, Thomas Neumann:
Adaptive Execution of Compiled Queries. 197-208 - Martin Boissier, Rainer Schlosser, Matthias Uflacker:
Hybrid Data Layouts for Tiered HTAP Databases with Pareto-Optimal Data Placements. 209-220
Research Session 5: Scalable Analytics, Graph, RDF, Web Data, and Social Networks
- Yu Yang, Lingyang Chu, Yanyan Zhang, Zhefeng Wang, Jian Pei, Enhong Chen:
Mining Density Contrast Subgraphs. 221-232 - Kai Wang, Xin Cao, Xuemin Lin, Wenjie Zhang, Lu Qin:
Efficient Computing of Radius-Bounded k-Cores. 233-244 - Rong-Hua Li, Qiangqiang Dai, Lu Qin, Guoren Wang, Xiaokui Xiao, Jeffrey Xu Yu, Shaojie Qiao:
Efficient Signed Clique Search in Signed Networks. 245-256 - Lu Chen, Yunjun Gao, Yuanliang Zhang, Sibo Wang, Baihua Zheng:
Scalable Hypergraph-Based Image Retrieval and Tagging System. 257-268
Research Session 6: Temporal, Spatial, Mobile, and Multimedia Data
- Li Wang, Ruichu Cai, Tom Z. J. Fu, Jiong He, Zijie Lu, Marianne Winslett, Zhenjie Zhang:
Waterwheel: Realtime Indexing and Temporal Range Query Processing over Massive Data Streams. 269-280 - Guohao Sun, Guanfeng Liu, Yan Wang, Mehmet A. Orgun, Xiaofang Zhou:
Incremental Graph Pattern Based Node Matching. 281-292 - Yixiang Fang, Reynold Cheng, Gao Cong, Nikos Mamoulis, Yun Li:
On Spatial Pattern Matching. 293-304 - Ahmed R. Mahmood, Ahmed M. Aly, Walid G. Aref:
FAST: Frequency-Aware Indexing for Spatio-Textual Data Streams. 305-316
Research Session 7: Crowdsourcing
- Yuxiang Zeng, Yongxin Tong, Lei Chen, Zimu Zhou:
Latency-Oriented Task Completion via Spatial Crowdsourcing. 317-328 - Zheng Liu, Lei Chen, Yongxin Tong:
Realtime Traffic Speed Estimation with Sparse Crowdsourced Data. 329-340 - Chengliang Chai, Ju Fan, Guoliang Li:
Incentive-Based Entity Collection Using Crowdsourcing. 341-352 - Xianrui Meng, Haohan Zhu, George Kollios:
Top-k Query Processing on Encrypted Databases with Strong Security Guarantees. 353-364 - Julien Pilourdault, Sihem Amer-Yahia, Senjuti Basu Roy, Dongwon Lee:
Task Relevance and Diversity as Worker Motivation in Crowdsourcing. 365-376
Research Session 8: Potpourri
- Haipei Sun, Boxiang Dong, Bo Zhang, Wendy Hui Wang, Murat Kantarcioglu:
Sensitive Task Assignments in Crowdsourcing Markets with Colluding Workers. 377-388 - Souvik Bhattacherjee, Amol Deshpande:
RStore: A Distributed Multi-Version Document Store. 389-400 - Chenggang Wu, Jose M. Faleiro, Yihan Lin, Joseph M. Hellerstein:
Anna: A KVS for Any Scale. 401-412 - Shuang Hao, Nan Tang, Guoliang Li, Jianhua Feng:
Discovering Mis-Categorized Entities. 413-424 - Darius Sidlauskas, Sean Chester, Eleni Tzirita Zacharatou, Anastasia Ailamaki:
Improving Spatial Data Processing by Clipping Minimum Bounding Boxes. 425-436
Research Session 9: Modern Hardware and In-Memory Database Systems
- Stefan Noll, Jens Teubner, Norman May, Alexander Böhm:
Accelerating Concurrent Workloads with CPU Cache Partitioning. 437-448 - Christopher R. Aberger, Andrew Lamb, Kunle Olukotun, Christopher Ré:
LevelHeaded: A Unified Engine for Business Intelligence and Linear Algebra Querying. 449-460 - Tianzheng Wang, Justin J. Levandoski, Per-Åke Larson:
Easy Lock-Free Indexing in Non-Volatile Memory. 461-472 - Simone Dominico, Eduardo C. de Almeida, Jorge Augusto Meira, Marco Antonio Zanata Alves:
An Elastic Multi-Core Allocation Mechanism for Database Systems. 473-484
Research Session 10: Data Mining, Knowledge Discovery, and Interaction
- Zhaojing Luo, Shaofeng Cai, Jinyang Gao, Meihui Zhang, Kee Yuan Ngiam, Gang Chen, Wang-Chien Lee:
Adaptive Lightweight Regularization Tool for Complex Analytics. 485-496 - Zicheng Fang, Peng Wang, Wei Wang:
Efficient Learning Interpretable Shapelets for Accurate Time Series Classification. 497-508 - Khanh Luong, Richi Nayak:
Learning Association Relationship and Accurate Geometric Structures for Multi-Type Relational Data. 509-520 - Rodica Neamtu, Ramoza Ahsan, Elke A. Rundensteiner, Gábor N. Sárközy, Eamonn J. Keogh, Hoang Anh Dau, Cuong Nguyen, Charles Lovering:
Generalized Dynamic Time Warping: Unleashing the Warping Power Hidden in Point-Wise Distances. 521-532
Research Session 11: Scalable Analytics, Graph, RDF, Web Data, and Social Networks
- Zijian Li, Xun Jian, Xiang Lian, Lei Chen:
An Efficient Probabilistic Approach for Graph Similarity Search. 533-544 - Yue Wang, Xiang Lian, Lei Chen:
Efficient SimRank Tracking in Dynamic Graphs. 545-556 - Fan Zhang, Ying Zhang, Lu Qin, Wenjie Zhang, Xuemin Lin:
Efficiently Reinforcing Social Networks over User Engagement and Tie Strength. 557-568 - Huiping Liu, Cheqing Jin, Bin Yang, Aoying Zhou:
Finding Top-k Optimal Sequenced Routes. 569-580
Research Session 12: Miscellaneous Query Processing
- Efrat Abramovitz, Daniel Deutch, Amir Gilad:
Interactive Inference of SPARQL Queries Using Provenance. 581-592 - Wenfei Fan, Xueli Liu, Yingjie Cao:
Parallel Reasoning of Graph Functional Dependencies. 593-604 - Jiahao Wang, Peng Cai, Jinwei Guo, Weining Qian, Aoying Zhou:
Range Optimistic Concurrency Control for a Composite OLTP and Bulk Processing Workload. 605-616 - Xiucheng Li, Kaiqi Zhao, Gao Cong, Christian S. Jensen, Wei Wei:
Deep Representation Learning for Trajectory Similarity Computation. 617-628
Research Session 13: Query Processing, Indexing, and Optimization
- Ying Xu, Dongxiang Zhang, Meihui Zhang, Dongsheng Li, Xiaoling Wang, Heng Tao Shen:
Continuous Proximity Detection via Predictive Safe Region Construction. 629-640 - Zhongle Xie, Qingchao Cai, Gang Chen, Rui Mao, Meihui Zhang:
A Comprehensive Performance Evaluation of Modern In-Memory Indices. 641-652 - Jinfei Liu, Juncheng Yang, Li Xiong, Jian Pei, Jun Luo:
Skyline Diagram: Finding the Voronoi Counterpart for Skyline Queries. 653-664 - Felix Martin Schuhknecht, Jens Dittrich, Laurent Linden:
Adaptive Adaptive Indexing. 665-676
Research Session 14: Potpourri
- Badrish Chandramouli, Jonathan Goldstein, Yinan Li:
Impatience Is a Virtue: Revisiting Disorder in High-Performance Log Analytics. 677-688 - K. Venkatesh Emani, S. Sudarshan:
Cobra: A Framework for Cost-Based Rewriting of Database Applications. 689-700 - Rong Zhu, Zhaonian Zou, Jianzhong Li:
Diversified Coherent Core Search on Multi-Layer Graphs. 701-712 - Dongxiang Zhang, Long Guo, Xiangnan He, Jie Shao, Sai Wu, Heng Tao Shen:
A Graph-Theoretic Fusion Framework for Unsupervised Entity Resolution. 713-724
Research Session 15: Semistructured Data and Pub/Sub
- Yu Zhang, Srikanta Tirthapura, Graham Cormode:
Learning Graphical Models from a Distributed Stream. 725-736 - Olga Poppe, Allison Rozet, Chuan Lei, Elke A. Rundensteiner, David Maier:
Sharon: Shared Online Event Sequence Aggregation. 737-748 - Lisi Chen, Shuo Shang, Zhiwei Zhang, Xin Cao, Christian S. Jensen, Panos Kalnis:
Location-Aware Top-k Term Publish/Subscribe. 749-760 - Bin Yao, Zhongpu Chen, Xiaofeng Gao, Shuo Shang, Shuai Ma, Minyi Guo:
Flexible Aggregate Nearest Neighbor Queries in Road Networks. 761-772
Research Session 16: Scalable Analytics, Graph, RDF, Web Data, and Social Networks
- Yurong Cheng, Lei Chen, Ye Yuan, Guoren Wang:
Rule-Based Graph Repairing: Semantic and Efficient Repairing Methods. 773-784 - Wentao Li, Miao Qiao, Lu Qin, Ying Zhang, Lijun Chang, Xuemin Lin:
Exacting Eccentricity for Small-World Networks. 785-796 - Rong-Hua Li, Jiao Su, Lu Qin, Jeffrey Xu Yu, Qiangqiang Dai:
Persistent Community Search in Temporal Networks. 797-808 - Matteo Lissandrini, Davide Mottin, Themis Palpanas, Yannis Velegrakis:
Multi-Example Search in Rich Information Graphs. 809-820
Research Session 17: Database Privacy, Security, and Trust
- Ning Wang, Xiaokui Xiao, Yin Yang, Ta Duy Hoang, Hyejin Shin, Junbum Shin, Ge Yu:
PrivTrie: Effective Frequent Term Discovery under Local Differential Privacy. 821-832 - Hien To, Cyrus Shahabi, Li Xiong:
Privacy-Preserving Online Task Assignment in Spatial Crowdsourcing with Untrusted Server. 833-844 - Graham Cormode, Tejas Kulkarni, Divesh Srivastava:
Constrained Private Mechanisms for Count Data. 845-856 - Cetin Sahin, Tristan Allard, Reza Akbarinia, Amr El Abbadi, Esther Pacitti:
A Differentially Private Index for Range Query Processing in Clouds. 857-868
Research Session 18: Query Processing, Indexing, and Optimization
- Weiguo Zheng, Qichen Wang, Jeffrey Xu Yu, Hong Cheng, Lei Zou:
Efficient Computation of a Near-Maximum Independent Set over Evolving Graphs. 869-880 - Chuanwen Li, Yu Gu, Jianzhong Qi, Jiayuan He, Qingxu Deng, Ge Yu:
A GPU Accelerated Update Efficient Index for kNN Queries in Road Networks. 881-892 - Jingbo Zhou, Qi Guo, H. V. Jagadish, Lubos Krcál, Siyuan Liu, Wenhao Luan, Anthony K. H. Tung, Yueji Yang, Yuxin Zheng:
A Generic Inverted Index Framework for Similarity Search on the GPU. 893-904 - Qi Guo, H. V. Jagadish, Anthony Kum Hoe Tung, Yuxin Zheng:
Finding Diverse Neighbors in High Dimensional Space. 905-916
Research Session 19: Scalable Analytics, Graph, RDF, Web Data, and Social Networks
- Kai Han, Yuntian He, Xiaokui Xiao, Shaojie Tang, Fei Gui, Chaoting Xu, Jun Luo:
Budget-Constrained Organization of Influential Social Events. 917-928 - Hongzhi Yin, Lei Zou, Quoc Viet Hung Nguyen, Zi Huang, Xiaofang Zhou:
Joint Event-Partner Recommendation in Event-Based Social Networks. 929-940 - Shanshan Feng, Gao Cong, Arijit Khan, Xiucheng Li, Yong Liu, Yeow Meng Chee:
Inf2vec: Latent Representation Model for Social Influence Embedding. 941-952 - Shuai Ma, Chen Gong, Renjun Hu, Dongsheng Luo, Chunming Hu, Jinpeng Huai:
Query Independent Scholarly Article Ranking. 953-964
Research Session 20: Data Science and Scientific Data
- Jingwen Zhao, Yunjun Gao, Gang Chen, Rui Chen:
Why-Not Questions on Top-k Geo-Social Keyword Queries in Road Networks. 965-976 - Haoyuan Xing, Sofoklis Floratos, Spyros Blanas, Suren Byna, Prabhat, Kesheng Wu, Paul Brown:
ArrayBridge: Interweaving Declarative Array Processing in SciDB with Imperative HDF5-Based Programs. 977-988 - Raul Castro Fernandez, Essam Mansour, Abdulhakim Ali Qahtan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang:
Seeping Semantics: Linking Datasets Using Word Embeddings for Data Discovery. 989-1000 - Raul Castro Fernandez, Ziawasch Abedjan, Famien Koko, Gina Yuan, Samuel Madden, Michael Stonebraker:
Aurum: A Data Discovery System. 1001-1012
Research Session 21: Query Processing, Indexing, and Optimization
- Fisnik Kastrati, Guido Moerkotte:
Generating Optimal Plans for Boolean Expressions. 1013-1024 - Yoon-Min Nam, Min-Soo Kim, Donghyoung Han:
A Graph-Based Database Partitioning Method for Parallel OLAP Query Processing. 1025-1036 - Bowen Zhang, Yanyan Shen, Yanmin Zhu, Jiadi Yu:
A GPU-Accelerated Framework for Processing Trajectory Queries. 1037-1048 - Ingo Müller, Andrea Arteaga, Torsten Hoefler, Gustavo Alonso:
Reproducible Floating-Point Aggregation in RDBMSs. 1049-1060
Research Session 22: Temporal, Spatial, Mobile, and Multimedia Data
- Lu Chen, Qilu Zhong, Xiaokui Xiao, Yunjun Gao, Pengfei Jin, Christian S. Jensen:
Price-and-Time-Aware Dynamic Ridesharing. 1061-1072 - Chenjuan Guo, Bin Yang, Jilin Hu, Christian S. Jensen:
Learning to Route with Sparse Trajectory Sets. 1073-1084 - Wei Chen, Hongzhi Yin, Weiqing Wang, Lei Zhao, Xiaofang Zhou:
Effective and Efficient User Account Linkage across Location Based Social Networks. 1085-1096 - Satoshi Koide, Yukihiro Tadokoro, Chuan Xiao, Yoshiharu Ishikawa:
CiNCT: Compression and Retrieval for Massive Vehicular Trajectories via Relative Movement Labeling. 1097-1108
Research Session 23: Data Mining and Knowledge Discovery
- Linnan Jiang, Lei Chen, Zhao Chen:
Knowledge Base Enhancement via Data Facts and Crowdsourcing. 1109-1119 - Sejoon Oh, Namyong Park, Lee Sael, U Kang:
Scalable Tucker Factorization for Sparse Tensors - Algorithms and Discoveries. 1120-1131 - Minji Yoon, Jinhong Jung, U Kang:
TPA: Fast, Scalable, and Accurate Method for Approximate Random Walk with Restart on Billion Scale Graphs. 1132-1143 - Xinsheng Li, Kasim Selçuk Candan, Maria Luisa Sapino:
M2TD: Multi-Task Tensor Decomposition for Sparse Ensemble Simulations. 1144-1155
Research Session 24: Temporal and Probabilistic Data
- Zhaoqiang Chen, Qun Chen, Fengfeng Fan, Yanyan Wang, Zhuo Wang, Youcef Nafa, Zhanhuai Li, Hailong Liu, Wei Pan:
Enabling Quality Control for Entity Resolution: A Human and Machine Cooperation Framework. 1156-1167 - Stefano Ortona, Venkata Vamsikrishna Meduri, Paolo Papotti:
Robust Discovery of Positive and Negative Rules in Knowledge Bases. 1168-1179 - Katerina Papaioannou, Martin Theobald, Michael H. Böhlen:
Supporting Set Operations in Temporal-Probabilistic Databases. 1180-1191 - You Peng, Ying Zhang, Wenjie Zhang, Xuemin Lin, Lu Qin:
Efficient Probabilistic K-Core Computation on Uncertain Graphs. 1192-1203
Research Track: Short Papers
- Maryam Fanaeepour, Benjamin I. P. Rubinstein:
Histogramming Privately Ever After: Differentially-Private Data-Dependent Error Bound Optimisation. 1204-1207 - Kai Puolamäki, Emilia Oikarinen, Bo Kang, Jefrey Lijffijt, Tijl De Bie:
Interactive Visual Data Exploration with Subjective Feedback: An Information-Theoretic Approach. 1208-1211 - Kun Xie, Yuxiang Chen, Xin Wang, Gaogang Xie, Jigang Wen, Dafang Zhang:
Local Tensor Completion Based on Locality Sensitive Hashing. 1212-1215 - Da Yan, Hongzhi Chen, James Cheng, Zhenkun Cai, Bin Shao:
Scalable De Novo Genome Assembly Using Pregel. 1216-1219 - Cheng-Hao Deng, Wan-Lei Zhao:
Fast k-Means Based on k-NN Graph. 1220-1223 - Hui Guan, Yufei Ding, Xipeng Shen, Hamid Krim:
Reuse-Centric K-Means Configuration. 1224-1227 - Bo Zhang, Boxiang Dong, Wendy Hui Wang:
AssureMR: Verifiable SQL Execution on MapReduce. 1228-1231 - Md. Shiblee Sadik, Le Gruenwald, Eleazar Leal:
Wadjet: Finding Outliers in Multiple Multi-Dimensional Heterogeneous Data Streams. 1232-1235 - Pan Xu, Cuong Nguyen, Srikanta Tirthapura:
Onion Curve: A Space Filling Curve with Near-Optimal Clustering. 1236-1239 - Tobias Christiani, Rasmus Pagh, Johan Sivertsen:
Scalable and Robust Set Similarity Join. 1240-1243 - Wenjian Xu, Eric Lo, Pengfei Zhang:
DIFusion: Fast Skip-Scan with Zero Space Overhead. 1244-1247 - Libin Zheng, Lei Chen:
Multi-Campaign Oriented Spatial Crowdsourcing. 1248-1251 - Zhuhe Fang, Chuliang Weng, Li Wang, Aoying Zhou:
Parallelizing Multiple Pipelines of One Query in a Main Memory Database Cluster. 1252-1255