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2019 IEEE 35th International Conference on Data Engineering (ICDE)

April 8 2019 to April 11 2019

Macao, Macao

ISBN: 978-1-5386-7474-1

Table of Contents

[Title page i]Freely available from IEEE.pp. 1-1
[Title page iii]Freely available from IEEE.pp. 3-3
[Copyright notice]Freely available from IEEE.pp. 4-4
Table of contentsFreely available from IEEE.pp. 5-33
Message from the ICDE 2019 ChairsFreely available from IEEE.pp. 34-35
Organizing CommitteeFreely available from IEEE.pp. 36-37
Program CommitteeFreely available from IEEE.pp. 38-47
AsterixDB Mid-Flight: A Case Study in Building Systems in AcademiaFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Michael J. Carey
Data Management at Huawei: Recent Accomplishments and Future ChallengesFull-text access may be available. Sign in or learn about subscription options.pp. 13-24
by Jianjun Chen, Yu Chen, Zhibiao Chen, Ahmad Ghazal, Guoliang Li, Sihao Li, Weijie Ou, Yang Sun, Mingyi Zhang, Minqi Zhou
Building a Broad Knowledge Graph for ProductsFull-text access may be available. Sign in or learn about subscription options.pp. 25-25
by Xin Luna Dong
Knowledge Graphs and Enterprise AI: The Promise of an Enabling TechnologyFull-text access may be available. Sign in or learn about subscription options.pp. 26-37
by Luigi Bellomarini, Daniele Fakhoury, Georg Gottlob, Emanuel Sallinger
Is There a Data Science and Engineering Brain Drain? If So, How Can We Rebalance Them?Full-text access may be available. Sign in or learn about subscription options.pp. 38-39
by Jian Pei
Answering Why-Questions for Subgraph Queries in Multi-attributed GraphsFull-text access may be available. Sign in or learn about subscription options.pp. 40-51
by Qi Song, Mohammad Hossein Namaki, Yinghui Wu
Enumerating k-Vertex Connected Components in Large GraphsFull-text access may be available. Sign in or learn about subscription options.pp. 52-63
by Dong Wen, Lu Qin, Ying Zhang, Lijun Chang, Ling Chen
Index-Based Optimal Algorithm for Computing K-Cores in Large Uncertain GraphsFull-text access may be available. Sign in or learn about subscription options.pp. 64-75
by Bohua Yang, Dong Wen, Lu Qin, Ying Zhang, Lijun Chang, Rong-Hua Li
Computing a Near-Maximum Independent Set in Dynamic GraphsFull-text access may be available. Sign in or learn about subscription options.pp. 76-87
by Weiguo Zheng, Chengzhi Piao, Hong Cheng, Jeffrey Xu Yu
Contextual Community Search Over Large Social NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 88-99
by Lu Chen, Chengfei Liu, Kewen Liao, Jianxin Li, Rui Zhou
Rima: An RDMA-Accelerated Model-Parallelized Solution to Large-Scale Matrix FactorizationFull-text access may be available. Sign in or learn about subscription options.pp. 100-111
by Jinkun Geng, Dan Li, Shuai Wang
Accelerating Partial Evaluation in Distributed SPARQL Query EvaluationFull-text access may be available. Sign in or learn about subscription options.pp. 112-123
by Peng Peng, Lei Zou, Runyu Guan
Blockplane: A Global-Scale Byzantizing MiddlewareFull-text access may be available. Sign in or learn about subscription options.pp. 124-135
by Faisal Nawab, Mohammad Sadoghi
BENU: Distributed Subgraph Enumeration with Backtracking-Based FrameworkFull-text access may be available. Sign in or learn about subscription options.pp. 136-147
by Zhaokang Wang, Rong Gu, Weiwei Hu, Chunfeng Yuan, Yihua Huang
Efficient Synchronization of State-Based CRDTsFull-text access may be available. Sign in or learn about subscription options.pp. 148-159
by Vitor Enes, Paulo Sérgio Almeida, Carlos Baquero, João Leitão
Learning Individual Models for ImputationFull-text access may be available. Sign in or learn about subscription options.pp. 160-171
by Aoqian Zhang, Shaoxu Song, Yu Sun, Jianmin Wang
CurrentClean: Spatio-Temporal Cleaning of Stale DataFull-text access may be available. Sign in or learn about subscription options.pp. 172-183
by Zheng Zheng, Mostafa Milani, Fei Chiang
Fine-Grained Provenance for Matching & ETLFull-text access may be available. Sign in or learn about subscription options.pp. 184-195
by Nan Zheng, Abdussalam Alawini, Zachary G. Ives
Unsupervised String Transformation Learning for Entity ConsolidationFull-text access may be available. Sign in or learn about subscription options.pp. 196-207
by Dong Deng, Wenbo Tao, Ziawasch Abedjan, Ahmed Elmagarmid, Ihab F. Ilyas, Guoliang Li, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang
A Semi-Supervised Framework of Clustering Selection for De-DuplicationFull-text access may be available. Sign in or learn about subscription options.pp. 208-219
by Shrinu Kushagra, Hemant Saxena, Ihab F. Ilyas, Shai Ben-David
Scaling Up Subgraph Query Processing with Efficient Subgraph MatchingFull-text access may be available. Sign in or learn about subscription options.pp. 220-231
by Shixuan Sun, Qiong Luo
Efficient Parallel Subgraph Enumeration on a Single MachineFull-text access may be available. Sign in or learn about subscription options.pp. 232-243
by Shixuan Sun, Yulin Che, Lipeng Wang, Qiong Luo
Fast Dual Simulation Processing of Graph Database QueriesFull-text access may be available. Sign in or learn about subscription options.pp. 244-255
by Stephan Mennicke, Jan-Christoph Kalo, Denis Nagel, Hermann Kroll, Wolf-Tilo Balke
Efficient and Incremental Clustering Algorithms on Star-Schema Heterogeneous GraphsFull-text access may be available. Sign in or learn about subscription options.pp. 256-267
by Lu Chen, Yunjun Gao, Yuanliang Zhang, Christian S. Jensen, Bolong Zheng
G*-Tree: An Efficient Spatial Index on Road NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 268-279
by Zijian Li, Lei Chen, Yue Wang
DBSVEC: Density-Based Clustering Using Support Vector ExpansionFull-text access may be available. Sign in or learn about subscription options.pp. 280-291
by Zhen Wang, Rui Zhang, Jianzhong Qi, Bo Yuan
A Joint Context-Aware Embedding for Trip RecommendationsFull-text access may be available. Sign in or learn about subscription options.pp. 292-303
by Jiayuan He, Jianzhong Qi, Kotagiri Ramamohanarao
AIR: Attentional Intention-Aware Recommender SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 304-315
by Tong Chen, Hongzhi Yin, Hongxu Chen, Rui Yan, Quoc Viet Hung Nguyen, Xue Li
No, That's Not My Feedback: TV Show Recommendation Using Watchable IntervalFull-text access may be available. Sign in or learn about subscription options.pp. 316-327
by Kyung-Jae Cho, Yeon-Chang Lee, Kyungsik Han, Jaeho Choi, Sang-Wook Kim
Adaptive Wavelet Clustering for Highly Noisy DataFull-text access may be available. Sign in or learn about subscription options.pp. 328-337
by Zengjian Chen, Jiayi Liu, Yihe Deng, Kun He, John E. Hopcroft
An Efficient Parallel Keyword Search Engine on Knowledge GraphsFull-text access may be available. Sign in or learn about subscription options.pp. 338-349
by Yueji Yang, Divykant Agrawal, H. V. Jagadish, Anthony K. H. Tung, Shuang Wu
Towards Longitudinal Analytics on Social Media DataFull-text access may be available. Sign in or learn about subscription options.pp. 350-361
by Fan Xia, Bin Yang, Chengcheng Yu, Weining Qian, Aoying Zhou
LCJoin: Set Containment Join via List CrosscuttingFull-text access may be available. Sign in or learn about subscription options.pp. 362-373
by Dong Deng, Chengcheng Yang, Shuo Shang, Fan Zhu, Li Liu, Ling Shao
Bridging the Semantic Gap with SQL Query Logs in Natural Language Interfaces to DatabasesFull-text access may be available. Sign in or learn about subscription options.pp. 374-385
by Christopher Baik, H. V. Jagadish, Yunyao Li
MF-Join: Efficient Fuzzy String Similarity Join with Multi-level FilteringFull-text access may be available. Sign in or learn about subscription options.pp. 386-397
by Jin Wang, Chunbin Lin, Carlo Zaniolo
Finding Temporal Influential Users Over Evolving Social NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 398-409
by Shixun Huang, Zhifeng Bao, J. Shane Culpepper, Bang Zhang
Seed Selection and Social Coupon Allocation for Redemption Maximization in Online Social NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 410-421
by Tung-Chun Chang, Yishuo Shi, De-Nian Yang, Wen-Tsuen Chen
Keyword-Centric Community SearchFull-text access may be available. Sign in or learn about subscription options.pp. 422-433
by Zhiwei Zhang, Xin Huang, Jianliang Xu, Byron Choi, Zechao Shang
Cohesive Group Nearest Neighbor Queries Over Road-Social NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 434-445
by Fangda Guo, Ye Yuan, Guoren Wang, Lei Chen, Xiang Lian, Zimeng Wang
Maximizing Multifaceted Network InfluenceFull-text access may be available. Sign in or learn about subscription options.pp. 446-457
by Yuchen Li, Ju Fan, George Ovchinnikov, Panagiotis Karras
GB-KMV: An Augmented KMV Sketch for Approximate Containment Similarity SearchFull-text access may be available. Sign in or learn about subscription options.pp. 458-469
by Yang Yang, Ying Zhang, Wenjie Zhang, Zengfeng Huang
ARROW: Approximating Reachability Using Random Walks Over Web-Scale GraphsFull-text access may be available. Sign in or learn about subscription options.pp. 470-481
by Neha Sengupta, Amitabha Bagchi, Maya Ramanath, Srikanta Bedathur
Taster: Self-Tuning, Elastic and Online Approximate Query ProcessingFull-text access may be available. Sign in or learn about subscription options.pp. 482-493
by Matthaios Olma, Odysseas Papapetrou, Raja Appuswamy, Anastasia Ailamaki
An Iterative Scheme for Leverage-Based Approximate AggregationFull-text access may be available. Sign in or learn about subscription options.pp. 494-505
by Shanshan Han, Hongzhi Wang, Jialin Wan, Jianzhong Li
Deletion Propagation for Multiple Key Preserving Conjunctive Queries: Approximations and ComplexityFull-text access may be available. Sign in or learn about subscription options.pp. 506-517
by Zhipeng Cai, Dongjing Miao, Yingshu Li
Enumerating Minimal Weight Set CoversFull-text access may be available. Sign in or learn about subscription options.pp. 518-529
by Zahi Ajami, Sara Cohen
Constraints-Based Explanations of ClassificationsFull-text access may be available. Sign in or learn about subscription options.pp. 530-541
by Daniel Deutch, Nave Frost
Assessing and Remedying Coverage for a Given DatasetFull-text access may be available. Sign in or learn about subscription options.pp. 554-565
by Abolfazl Asudeh, Zhongjun Jin, H. V. Jagadish
Social Influence-Based Group Representation Learning for Group RecommendationFull-text access may be available. Sign in or learn about subscription options.pp. 566-577
by Hongzhi Yin, Qinyong Wang, Kai Zheng, Zhixu Li, Jiali Yang, Xiaofang Zhou
MIDAS: Finding the Right Web Sources to Fill Knowledge GapsFull-text access may be available. Sign in or learn about subscription options.pp. 578-589
by Xiaolan Wang, Xin Luna Dong, Yang Li, Alexandra Meliou
Exploiting Centrality Information with Graph Convolutions for Network Representation LearningFull-text access may be available. Sign in or learn about subscription options.pp. 590-601
by Hongxu Chen, Hongzhi Yin, Tong Chen, Quoc Viet Hung Nguyen, Wen-Chih Peng, Xue Li
Route Recommendations on Road Networks for Arbitrary User Preference FunctionsFull-text access may be available. Sign in or learn about subscription options.pp. 602-613
by Pranali Yawalkar, Sayan Ranu
NSCaching: Simple and Efficient Negative Sampling for Knowledge Graph EmbeddingFull-text access may be available. Sign in or learn about subscription options.pp. 614-625
by Yongqi Zhang, Quanming Yao, Yingxia Shao, Lei Chen
ServeDB: Secure, Verifiable, and Efficient Range Queries on Outsourced DatabaseFull-text access may be available. Sign in or learn about subscription options.pp. 626-637
by Songrui Wu, Qi Li, Guoliang Li, Dong Yuan, Xingliang Yuan, Cong Wang
Collecting and Analyzing Multidimensional Data with Local Differential PrivacyFull-text access may be available. Sign in or learn about subscription options.pp. 638-649
by Ning Wang, Xiaokui Xiao, Yin Yang, Jun Zhao, Siu Cheung Hui, Hyejin Shin, Junbum Shin, Ge Yu
Partitioned Data Security on Outsourced Sensitive and Non-Sensitive DataFull-text access may be available. Sign in or learn about subscription options.pp. 650-661
by Sharad Mehrotra, Shantanu Sharma, Jeffrey Ullman, Anurag Mishra
SecEQP: A Secure and Efficient Scheme for SkNN Query Problem Over Encrypted Geodata on CloudFull-text access may be available. Sign in or learn about subscription options.pp. 662-673
by Xinyu Lei, Alex X. Liu, Rui Li, Guan-Hua Tu
Joins Over Encrypted Data with Fine Granular SecurityFull-text access may be available. Sign in or learn about subscription options.pp. 674-685
by Florian Hahn, Nicolas Loza, Florian Kerschbaum
Column-Oriented Database Acceleration Using FPGAsFull-text access may be available. Sign in or learn about subscription options.pp. 686-697
by Satoru Watanabe, Kazuhisa Fujimoto, Yuji Saeki, Yoshifumi Fujikawa, Hiroshi Yoshino
Hardware-Conscious Hash-Joins on GPUsFull-text access may be available. Sign in or learn about subscription options.pp. 698-709
by Panagiotis Sioulas, Periklis Chrysogelos, Manos Karpathiotakis, Raja Appuswamy, Anastasia Ailamaki
TuFast: A Lightweight Parallelization Library for Graph AnalyticsFull-text access may be available. Sign in or learn about subscription options.pp. 710-721
by Zechao Shang, Jeffrey Xu Yu, Zhiwei Zhang
LDC: A Lower-Level Driven Compaction Method to Optimize SSD-Oriented Key-Value StoresFull-text access may be available. Sign in or learn about subscription options.pp. 722-733
by Yunpeng Chai, Yanfeng Chai, Xin Wang, Haocheng Wei, Ning Bao, Yushi Liang
No False Negatives: Accepting All Useful Schedules in a Fast Serializable Many-Core SystemFull-text access may be available. Sign in or learn about subscription options.pp. 734-745
by Dominik Durner, Thomas Neumann
Discovering Maximal Motif Cliques in Large Heterogeneous Information NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 746-757
by Jiafeng Hu, Reynold Cheng, Kevin Chen-Chuan Chang, Aravind Sankar, Yixiang Fang, Brian Y.H. Lam
REPT: A Streaming Algorithm of Approximating Global and Local Triangle Counts in ParallelFull-text access may be available. Sign in or learn about subscription options.pp. 758-769
by Pinghui Wang, Peng Jia, Yiyan Qi, Yu Sun, Jing Tao, Xiaohong Guan
Information Diffusion Prediction via Recurrent Cascades ConvolutionFull-text access may be available. Sign in or learn about subscription options.pp. 770-781
by Xueqin Chen, Fan Zhou, Kunpeng Zhang, Goce Trajcevski, Ting Zhong, Fengli Zhang
Finding Densest Lasting Subgraphs in Dynamic Graphs: A Stochastic ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 782-793
by Xuanming Liu, Tingjian Ge, Yinghui Wu
Multicapacity Facility Selection in NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 794-805
by Alvis Logins, Panagiotis Karras, Christian S. Jensen
An MBR-Oriented Approach for Efficient Skyline Query ProcessingFull-text access may be available. Sign in or learn about subscription options.pp. 806-817
by Ji Zhang, Wenlu Wang, Xunfei Jiang, Wei-Shinn Ku, Hua Lu
Dynamic Set kNN Self-JoinFull-text access may be available. Sign in or learn about subscription options.pp. 818-829
by Daichi Amagata, Takahiro Hara, Chuan Xiao
Packed Memory Arrays - RewiredFull-text access may be available. Sign in or learn about subscription options.pp. 830-841
by Dean De Leo, Peter Boncz
GEM^2-Tree: A Gas-Efficient Structure for Authenticated Range Queries in BlockchainFull-text access may be available. Sign in or learn about subscription options.pp. 842-853
by Ce Zhang, Cheng Xu, Jianliang Xu, Yuzhe Tang, Byron Choi
Effective Filters and Linear Time Verification for Tree Similarity JoinsFull-text access may be available. Sign in or learn about subscription options.pp. 854-865
by Thomas Hütter, Mateusz Pawlik, Robert Löschinger, Nikolaus Augsten
KV-Match: A Subsequence Matching Approach Supporting Normalization and Time WarpingFull-text access may be available. Sign in or learn about subscription options.pp. 866-877
by Jiaye Wu, Peng Wang, Ningting Pan, Chen Wang, Wei Wang, Jianmin Wang
Efficient Maximal Spatial Clique EnumerationFull-text access may be available. Sign in or learn about subscription options.pp. 878-889
by Chen Zhang, Ying Zhang, Wenjie Zhang, Lu Qin, Jianye Yang
Cluster-Based Subscription Matching for Geo-Textual Data StreamsFull-text access may be available. Sign in or learn about subscription options.pp. 890-901
by Lisi Chen, Shuo Shang, Kai Zheng, Panos Kalnis
Time-Dependent Hop Labeling on Road NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 902-913
by Lei Li, Sibo Wang, Xiaofang Zhou
Weight-Constrained Route Planning Over Time-Dependent GraphsFull-text access may be available. Sign in or learn about subscription options.pp. 914-925
by Ye Yuan, Xiang Lian, Guoren Wang, Lei Chen, Yuliang Ma, Yishu Wang
Skyline Queries Constrained by Multi-cost Transportation NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 926-937
by Qixu Gong, Huiping Cao, Parth Nagarkar
Online Social Media Recommendation Over StreamsFull-text access may be available. Sign in or learn about subscription options.pp. 938-949
by Xiangmin Zhou, Dong Qin, Xiaolu Lu, Lei Chen, Yanchun Zhang
Canonicalization of Open Knowledge Bases with Side Information from the Source TextFull-text access may be available. Sign in or learn about subscription options.pp. 950-961
by Xueling Lin, Lei Chen
Walking with Perception: Efficient Random Walk Sampling via Common Neighbor AwarenessFull-text access may be available. Sign in or learn about subscription options.pp. 962-973
by Yongkun Li, Zhiyong Wu, Shuai Lin, Hong Xie, Min Lv, Yinlong Xu, John C.S. Lui
SimMeme: A Search Engine for Internet MemesFull-text access may be available. Sign in or learn about subscription options.pp. 974-985
by Tova Milo, Amit Somech, Brit Youngmann
A Hierarchical Framework for Top-k Location-Aware Error-Tolerant Keyword SearchFull-text access may be available. Sign in or learn about subscription options.pp. 986-997
by Junye Yang, Yong Zhang, Xiaofang Zhou, Jin Wang, Huiqi Hu, Chunxiao Xing
2ED: An Efficient Entity Extraction Algorithm Using Two-Level Edit-DistanceFull-text access may be available. Sign in or learn about subscription options.pp. 998-1009
by Zeyi Wen, Dong Deng, Rui Zhang, Ramamohanarao Kotagiri
Bridging Quantities in Tables and TextFull-text access may be available. Sign in or learn about subscription options.pp. 1010-1021
by Yusra Ibrahim, Mirek Riedewald, Gerhard Weikum, Demetrios Zeinalipour-Yazti
An Efficient Insertion Operator in Dynamic Ridesharing ServicesFull-text access may be available. Sign in or learn about subscription options.pp. 1022-1033
by Yi Xu, Yongxin Tong, Yexuan Shi, Qian Tao, Ke Xu, Wei Li
Auction-Based Order Dispatch and Pricing in RidesharingFull-text access may be available. Sign in or learn about subscription options.pp. 1034-1045
by Libin Zheng, Peng Cheng, Lei Chen
When Geo-Text Meets Security: Privacy-Preserving Boolean Spatial Keyword QueriesFull-text access may be available. Sign in or learn about subscription options.pp. 1046-1057
by Ningning Cui, Jianxin Li, Xiaochun Yang, Bin Wang, Mark Reynolds, Yong Xiang
Moving Object Linking Based on Historical TraceFull-text access may be available. Sign in or learn about subscription options.pp. 1058-1069
by Fengmei Jin, Wen Hua, Jiajie Xu, Xiaofang Zhou
ImageProof: Enabling Authentication for Large-Scale Image RetrievalFull-text access may be available. Sign in or learn about subscription options.pp. 1070-1081
by Shangwei Guo, Jianliang Xu, Ce Zhang, Cheng Xu, Tao Xiang
Time Constrained Continuous Subgraph Search Over Streaming GraphsFull-text access may be available. Sign in or learn about subscription options.pp. 1082-1093
by Youhuan Li, Lei Zou, M. Tamer Özsu, Dongyan Zhao
Utilizing Dynamic Properties of Sharing Bits and Registers to Estimate User Cardinalities Over TimeFull-text access may be available. Sign in or learn about subscription options.pp. 1094-1105
by Pinghui Wang, Peng Jia, Xiangliang Zhang, Jing Tao, Xiaohong Guan, Don Towsley
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