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2021 IEEE 37th International Conference on Data Engineering (ICDE)

April 19 2021 to April 22 2021

Chania, Greece

ISBN: 978-1-7281-9184-3

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. 5-43
Message from the ChairsFreely available from IEEE.pp. 44-46
Organizing CommitteeFreely available from IEEE.pp. 47-48
Program CommitteeFreely available from IEEE.pp. 49-54
Profiles of Schema Evolution in Free Open Source Software ProjectsFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Panos Vassiliadis
CleanML: A Study for Evaluating the Impact of Data Cleaning on ML Classification TasksFull-text access may be available. Sign in or learn about subscription options.pp. 13-24
by Peng Li, Xi Rao, Jennifer Blase, Yue Zhang, Xu Chu, Ce Zhang
Approximate Order Dependency DiscoveryFull-text access may be available. Sign in or learn about subscription options.pp. 25-36
by Yifeng Jin, Zijing Tan, Weijun Zeng, Shuai Ma
DBSCOUT: A Density-based Method for Scalable Outlier Detection in Very Large DatasetsFull-text access may be available. Sign in or learn about subscription options.pp. 37-48
by Matteo Corain, Paolo Garza, Abolfazl Asudeh
Bootstrapping Information Extraction via ConceptualizationFull-text access may be available. Sign in or learn about subscription options.pp. 49-60
by Jiaqing Liang, Suo Feng, Chenhao Xie, Yanghua Xiao, Jindong Chen, Seung-Won Hwang
Capturing Semantics for Imputation with Pre-trained Language ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 61-72
by Yinan Mei, Shaoxu Song, Chenguang Fang, Haifeng Yang, Jingyun Fang, Jiang Long
Manipulating Black-Box Networks for Centrality PromotionFull-text access may be available. Sign in or learn about subscription options.pp. 73-84
by Wentao Li, Min Gao, Fan Wu, Wenge Rong, Junhao Wen, Lu Qin
Efficient and Effective Community Search on Large-scale Bipartite GraphsFull-text access may be available. Sign in or learn about subscription options.pp. 85-96
by Kai Wang, Wenjie Zhang, Xuemin Lin, Ying Zhang, Lu Qin, Yuting Zhang
Efficient Community Search with Size ConstraintFull-text access may be available. Sign in or learn about subscription options.pp. 97-108
by Boge Liu, Fan Zhang, Wenjie Zhang, Xuemin Lin, Ying Zhang
Multi-attributed Community Search in Road-social NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 109-120
by Fangda Guo, Ye Yuan, Guoren Wang, Xiangguo Zhao, Hao Sun
Peer Learning Through Targeted Dynamic Groups FormationFull-text access may be available. Sign in or learn about subscription options.pp. 121-132
by Dong Wei, Ioannis Koutis, Senjuti Basu Roy
Efficient 2-Hop Labeling Maintenance in Dynamic Small-World NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 133-144
by Mengxuan Zhang, Lei Li, Wen Hua, Xiaofang Zhou
Differentially Private Publication of Multi-Party Sequential DataFull-text access may be available. Sign in or learn about subscription options.pp. 145-156
by Peng Tang, Rui Chen, Sen Su, Shanqing Guo, Lei Ju, Gaoyuan Liu
Secure Dynamic Skyline Queries Using Result MaterializationFull-text access may be available. Sign in or learn about subscription options.pp. 157-168
by Sepanta Zeighami, Gabriel Ghinita, Cyrus Shahabi
P3GM: Private High-Dimensional Data Release via Privacy Preserving Phased Generative ModelFull-text access may be available. Sign in or learn about subscription options.pp. 169-180
by Shun Takagi, Tsubasa Takahashi, Yang Cao, Masatoshi Yoshikawa
Feature Inference Attack on Model Predictions in Vertical Federated LearningFull-text access may be available. Sign in or learn about subscription options.pp. 181-192
by Xinjian Luo, Yuncheng Wu, Xiaokui Xiao, Beng Chin Ooi
Enabling Efficient Cyber Threat Hunting With Cyber Threat IntelligenceFull-text access may be available. Sign in or learn about subscription options.pp. 193-204
by Peng Gao, Fei Shao, Xiaoyuan Liu, Xusheng Xiao, Zheng Qin, Fengyuan Xu, Prateek Mittal, Sanjeev R. Kulkarni, Dawn Song
Twine: An Embedded Trusted Runtime for WebAssemblyFull-text access may be available. Sign in or learn about subscription options.pp. 205-216
by Jämes Ménétrey, Marcelo Pasin, Pascal Felber, Valerio Schiavoni
Modeling Citywide Crowd Flows using Attentive Convolutional LSTMFull-text access may be available. Sign in or learn about subscription options.pp. 217-228
by Chi Harold Liu, Chengzhe Piao, Xiaoxin Ma, Ye Yuan, Jian Tang, Guoren Wang, Kin K. Leung
A Privacy-Enhanced and Personalized Safe Route Planner with Crowdsourced Data and ComputationFull-text access may be available. Sign in or learn about subscription options.pp. 229-240
by Fariha Tabassum Islam, Tanzima Hashem, Rifat Shahriyar
Coalition-based Task Assignment in Spatial CrowdsourcingFull-text access may be available. Sign in or learn about subscription options.pp. 241-252
by Yan Zhao, Jiannan Guo, Xuanhao Chen, Jianye Hao, Xiaofang Zhou, Kai Zheng
Crowdsensing Data Trading based on Combinatorial Multi-Armed Bandit and Stackelberg GameFull-text access may be available. Sign in or learn about subscription options.pp. 253-264
by Baoyi An, Mingjun Xiao, An Liu, Xike Xie, Xiaofang Zhou
Fairness-aware Task Assignment in Spatial Crowdsourcing: Game-Theoretic ApproachesFull-text access may be available. Sign in or learn about subscription options.pp. 265-276
by Yan Zhao, Kai Zheng, Jiannan Guo, Bin Yang, Torben Bach Pedersen, Christian S. Jensen
A Human-in-the-loop Approach to Social Behavioral TargetingFull-text access may be available. Sign in or learn about subscription options.pp. 277-288
by Jingru Yang, Xiaoman Zhao, Ju Fan, Gong Chen, Chong Peng, Sheng Yao, Xiaoyong Du
CrowdRL: An End-to-End Reinforcement Learning Framework for Data LabellingFull-text access may be available. Sign in or learn about subscription options.pp. 289-300
by Kaiyu Li, Guoliang Li, Yong Wang, Yan Huang, Zitao Liu, Zhongqin Wu
Rebuilding City-Wide Traffic Origin Destination from Road Speed DataFull-text access may be available. Sign in or learn about subscription options.pp. 301-312
by Guanjie Zheng, Chang Liu, Hua Wei, Chacha Chen, Zhenhui Li
Constrained Route Planning over Large Multi-Modal Time-Dependent NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 313-324
by Yishu Wang, Ye Yuan, Hao Wang, Xiangmin Zhou, Congcong Mu, Guoren Wang
Online Route Planning over Time-Dependent Road NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 325-335
by Di Chen, Ye Yuan, Wenjin Du, Yurong Cheng, Guoren Wang
Dynamic Hub Labeling for Road NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 336-347
by Mengxuan Zhang, Lei Li, Wen Hua, Rui Mao, Pingfu Chao, Xiaofang Zhou
An Effective Joint Prediction Model for Travel Demands and Traffic FlowsFull-text access may be available. Sign in or learn about subscription options.pp. 348-359
by Haitao Yuan, Guoliang Li, Zhifeng Bao, Ling Feng
A Learning-based Method for Computing Shortest Path Distances on Road NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 360-371
by Shuai Huang, Yong Wang, Tianyu Zhao, Guoliang Li
Efficient Federated-Learning Model DebuggingFull-text access may be available. Sign in or learn about subscription options.pp. 372-383
by Anran Li, Lan Zhang, Junhao Wang, Juntao Tan, Feng Han, Yaxuan Qin, Nikolaos M. Freris, Xiang-Yang Li
Communication-efficient Decentralized Machine Learning over Heterogeneous NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 384-395
by Pan Zhou, Qian Lin, Dumitrel Loghin, Beng Chin Ooi, Yuncheng Wu, Hongfang Yu
Spark-based Cloud Data Analytics using Multi-Objective OptimizationFull-text access may be available. Sign in or learn about subscription options.pp. 396-407
by Fei Song, Khaled Zaouk, Chenghao Lyu, Arnab Sinha, Qi Fan, Yanlei Diao, Prashant Shenoy
WedgeChain: A Trusted Edge-Cloud Store With Asynchronous (Lazy) TrustFull-text access may be available. Sign in or learn about subscription options.pp. 408-419
by Faisal Nawab
CooLSM: Distributed and Cooperative Indexing Across Edge and Cloud MachinesFull-text access may be available. Sign in or learn about subscription options.pp. 420-431
by Natasha Mittal, Faisal Nawab
Interactive Analytic DBMSs: Breaching the Scalability WallFull-text access may be available. Sign in or learn about subscription options.pp. 432-443
by Pedro Pedreira, Amit Dutta, Sergey Pershin, Lin Liu, Sushant Shringarpure, Jialiang Tan, Brian Landers, Ge Gao, Karen Pieper
Relational Header Discovery using Similarity Search in a Table CorpusFull-text access may be available. Sign in or learn about subscription options.pp. 444-455
by Hazar Harmouch, Thorsten Papenbrock, Felix Naumann
Efficient Joinable Table Discovery in Data Lakes: A High-Dimensional Similarity-Based ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 456-467
by Yuyang Dong, Kunihiro Takeoka, Chuan Xiao, Masafumi Oyamada
Valentine: Evaluating Matching Techniques for Dataset DiscoveryFull-text access may be available. Sign in or learn about subscription options.pp. 468-479
by Christos Koutras, George Siachamis, Andra Ionescu, Kyriakos Psarakis, Jerry Brons, Marios Fragkoulis, Christoph Lofi, Angela Bonifati, Asterios Katsifodimos
Odess: Speeding up Resemblance Detection for Redundancy Elimination by Fast Content-Defined SamplingFull-text access may be available. Sign in or learn about subscription options.pp. 480-491
by Xiangyu Zou, Cai Deng, Wen Xia, Philip Shilane, Haoliang Tan, Haijun Zhang, Xuan Wang
Latent Low-rank Graph Learning for Multimodal ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 492-503
by Guo Zhong, Chi-Man Pun
Hate is the New Infodemic: A Topic-aware Modeling of Hate Speech Diffusion on TwitterFull-text access may be available. Sign in or learn about subscription options.pp. 504-515
by Sarah Masud, Subhabrata Dutta, Sakshi Makkar, Chhavi Jain, Vikram Goyal, Amitava Das, Tanmoy Chakraborty
UniNet: Scalable Network Representation Learning with Metropolis-Hastings SamplingFull-text access may be available. Sign in or learn about subscription options.pp. 516-527
by Xingyu Yao, Yingxia Shao, Bin Cui, Lei Chen
Towards Efficient Motif-based Graph Partitioning: An Adaptive Sampling ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 528-539
by Shixun Huang, Yuchen Li, Zhifeng Bao, Zhao Li
LineageBA: A Fast, Exact and Scalable Graph Generation for the Barabási-Albert ModelFull-text access may be available. Sign in or learn about subscription options.pp. 540-551
by Himchan Park, Min-Soo Kim
Search to aggregate neighborhood for graph neural networkFull-text access may be available. Sign in or learn about subscription options.pp. 552-563
by Huan ZHAO, Quanming YAO, Weiwei TU
FastSGG: Efficient Social Graph Generation Using a Degree Distribution Generation ModelFull-text access may be available. Sign in or learn about subscription options.pp. 564-575
by Chaokun Wang, Binbin Wang, Bingyang Huang, Shaoxu Song, Zai Li
Noah: Neural-optimized A* Search Algorithm for Graph Edit Distance ComputationFull-text access may be available. Sign in or learn about subscription options.pp. 576-587
by Lei Yang, Lei Zou
TS-Benchmark: A Benchmark for Time Series DatabasesFull-text access may be available. Sign in or learn about subscription options.pp. 588-599
by Yuanzhe Hao, Xiongpai Qin, Yueguo Chen, Yaru Li, Xiaoguang Sun, Yu Tao, Xiao Zhang, Xiaoyong Du
DBA bandits: Self-driving index tuning under ad-hoc, analytical workloads with safety guaranteesFull-text access may be available. Sign in or learn about subscription options.pp. 600-611
by R. Malinga Perera, Bastian Oetomo, Benjamin I. P. Rubinstein, Renata Borovica-Gajic
Less is More: De-amplifying I/Os for Key-value Stores with a Log-assisted LSM-treeFull-text access may be available. Sign in or learn about subscription options.pp. 612-623
by Kecheng Huang, Zhiping Jia, Zhaoyan Shen, Zili Shao, Feng Chen
Multidimensional Adaptive & Progressive IndexesFull-text access may be available. Sign in or learn about subscription options.pp. 624-635
by Matheus Agio Nerone, Pedro Holanda, Eduardo C. de Almeida, Stefan Manegold
Hash Adaptive Bloom FilterFull-text access may be available. Sign in or learn about subscription options.pp. 636-647
by Rongbiao Xie, Meng Li, Zheyu Miao, Rong Gu, He Huang, Haipeng Dai, Guihai Chen
HST+: An Efficient Index for Embedding Arbitrary Metric SpacesFull-text access may be available. Sign in or learn about subscription options.pp. 648-659
by Yuxiang Zeng, Yongxin Tong, Lei Chen
Flow Computation in Temporal Interaction NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 660-671
by Chrysanthi Kosyfaki, Nikos Mamoulis, Evaggelia Pitoura, Panayiotis Tsaparas
Leveraging Temporal and Topological Selectivities in Temporal-clique Subgraph Query ProcessingFull-text access may be available. Sign in or learn about subscription options.pp. 672-683
by Kaijie Zhu, George Fletcher, Nikolay Yakovets
Trajectory Simplification with Reinforcement LearningFull-text access may be available. Sign in or learn about subscription options.pp. 684-695
by Zheng Wang, Cheng Long, Gao Cong
E2DTC: An End to End Deep Trajectory Clustering Framework via Self-TrainingFull-text access may be available. Sign in or learn about subscription options.pp. 696-707
by Ziquan Fang, Yuntao Du, Lu Chen, Yujia Hu, Yunjun Gao, Gang Chen
REPOSE: Distributed Top-k Trajectory Similarity Search with Local Reference Point TriesFull-text access may be available. Sign in or learn about subscription options.pp. 708-719
by Bolong Zheng, Lianggui Weng, Xi Zhao, Kai Zeng, Xiaofang Zhou, Christian S. Jensen
Durable Top-K Instant-Stamped Temporal Records with User-Specified Scoring FunctionsFull-text access may be available. Sign in or learn about subscription options.pp. 720-731
by Junyang Gao, Stavros Sintos, Pankaj K. Agarwal, Jun Yang
The Case for In-Memory OLAP on "Wimpy" NodesFull-text access may be available. Sign in or learn about subscription options.pp. 732-743
by Andrew Crotty, Alex Galakatos, Connor Luckett, Ugur Cetintemel
DyCuckoo: Dynamic Hash Tables on GPUsFull-text access may be available. Sign in or learn about subscription options.pp. 744-755
by Yuchen Li, Qiwei Zhu, Zheng Lyu, Zhongdong Huang, Jianling Sun
Programming an SSD Controller to Support Batched Writes for Variable-Size PagesFull-text access may be available. Sign in or learn about subscription options.pp. 756-767
by Jaeyoung Do, Chen Luo, David Lomet
Predict and Write: Using K-Means Clustering to Extend the Lifetime of NVM StorageFull-text access may be available. Sign in or learn about subscription options.pp. 768-779
by Saeed Kargar, Heiner Litz, Faisal Nawab
Discriminative Admission Control for Shared-everything Database under Mixed OLTP WorkloadsFull-text access may be available. Sign in or learn about subscription options.pp. 780-791
by Donghui Wang, Peng Cai, Weining Qian, Aoying Zhou
Efficiently Reclaiming Space in a Log Structured StoreFull-text access may be available. Sign in or learn about subscription options.pp. 792-803
by David Lomet, Chen Luo
LogLog Filter: Filtering Cold Items within a Large Range over High Speed Data StreamsFull-text access may be available. Sign in or learn about subscription options.pp. 804-815
by Peng Jia, Pinghui Wang, Junzhou Zhao, Ye Yuan, Jing Tao, Xiaohong Guan
SliceNStitch: Continuous CP Decomposition of Sparse Tensor StreamsFull-text access may be available. Sign in or learn about subscription options.pp. 816-827
by Taehyung Kwon, Inkyu Park, Dongjin Lee, Kijung Shin
DISC: Density-Based Incremental Clustering by Striding over Streaming DataFull-text access may be available. Sign in or learn about subscription options.pp. 828-839
by Bogyeong Kim, Kyoseung Koo, Juhun Kim, Bongki Moon
Robust Factorization of Real-world Tensor Streams with Patterns, Missing Values, and OutliersFull-text access may be available. Sign in or learn about subscription options.pp. 840-851
by Dongjin Lee, Kijung Shin
Single Point Incremental Fourier Transform on 2D Data StreamsFull-text access may be available. Sign in or learn about subscription options.pp. 852-863
by Muhammad Saad, Abraham Bernstein, Michael H. Böhlen, Daniele Dell’Aglio
SALSA: Self-Adjusting Lean Streaming AnalyticsFull-text access may be available. Sign in or learn about subscription options.pp. 864-875
by Ran Ben Basat, Gil Einziger, Michael Mitzenmacher, Shay Vargaftik
NewsLink: Empowering Intuitive News Search with Knowledge GraphsFull-text access may be available. Sign in or learn about subscription options.pp. 876-887
by Yueji Yang, Yuchen Li, Anthony K. H. Tung
On Disambiguating Authors: Collaboration Network Reconstruction in a Bottom-up MannerFull-text access may be available. Sign in or learn about subscription options.pp. 888-899
by Na Li, Renyu Zhu, Xiaoxu Zhou, Xiangnan He, Wenyuan Cai, Ming Gao, Aoying Zhou
A Bootstrapping Approach to Optimize Random Walk Based Statistical Estimation over GraphsFull-text access may be available. Sign in or learn about subscription options.pp. 900-911
by Pei Yi, Hong Xie, Yongkun Li, John C.S. Lui
Leveraging Meta-path Contexts for Classification in Heterogeneous Information NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 912-923
by Xiang Li, Danhao Ding, Ben Kao, Yizhou Sun, Nikos Mamoulis
Property Graph Schema Optimization for Domain-Specific Knowledge GraphsFull-text access may be available. Sign in or learn about subscription options.pp. 924-935
by Rana Alotaibi, Chuan Lei, Abdul Quamar, Vasilis Efthymiou, Fatma Özcan
Fast Core-based Top-k Frequent Pattern Discovery in Knowledge GraphsFull-text access may be available. Sign in or learn about subscription options.pp. 936-947
by Jian Zeng, Leong Hou U, Xiao Yan, Mingji Han, Bo Tang
The Logarithmic Dynamic Cuckoo FilterFull-text access may be available. Sign in or learn about subscription options.pp. 948-959
by Fan Zhang, Hanhua Chen, Hai Jin, Pedro Reviriego
Continuously Bulk Loading over Range Partitioned Tables for Large Scale Historical DataFull-text access may be available. Sign in or learn about subscription options.pp. 960-971
by Xiaolong He, Peng Cai, Xuan Zhou, Aoying Zhou
Eclipse: Generalizing kNN and SkylineFull-text access may be available. Sign in or learn about subscription options.pp. 972-983
by Jinfei Liu, Li Xiong, Qiuchen Zhang, Jian Pei, Jun Luo
Memory-Efficient Key/Foreign-Key Join Size Estimation via Multiplicity and Intersection SizeFull-text access may be available. Sign in or learn about subscription options.pp. 984-995
by Magnus Müller, Daniel Flachs, Guido Moerkotte
Authenticated Keyword Search in Scalable Hybrid-Storage BlockchainsFull-text access may be available. Sign in or learn about subscription options.pp. 996-1007
by Ce Zhang, Cheng Xu, Haixin Wang, Jianliang Xu, Byron Choi
NestGPU: Nested Query Processing on GPUFull-text access may be available. Sign in or learn about subscription options.pp. 1008-1019
by Sofoklis Floratos, Mengbai Xiao, Hao Wang, Chengxin Guo, Yuan Yuan, Rubao Lee, Xiaodong Zhang
Aria: Tolerating Skewed Workloads in Secure In-memory Key-value StoresFull-text access may be available. Sign in or learn about subscription options.pp. 1020-1031
by Fan Yang, Youmin Chen, Youyou Lu, Qing Wang, Jiwu Shu
CruiseDB: An LSM-Tree Key-Value Store with Both Better Tail Throughput and Tail LatencyFull-text access may be available. Sign in or learn about subscription options.pp. 1032-1043
by Junkai Liang, Yunpeng Chai
FPGA for Aggregate Processing: The Good, The Bad, and The UglyFull-text access may be available. Sign in or learn about subscription options.pp. 1044-1055
by Zubeyr F. Eryilmaz, Aarati Kakaraparthy, Jignesh M. Patel, Rathijit Sen, Kwanghyun Park
Fingerprinting Concepts in Data Streams with Supervised and Unsupervised Meta-InformationFull-text access may be available. Sign in or learn about subscription options.pp. 1056-1067
by Ben Halstead, Yun Sing Koh, Patricia Riddle, Mykola Pechenizkiy, Albert Bifet, Russel Pears
Concept Drift Detection from Multi-Class Imbalanced Data StreamsFull-text access may be available. Sign in or learn about subscription options.pp. 1068-1079
by Łukasz Korycki, Bartosz Krawczyk
DisMASTD: An Efficient Distributed Multi-Aspect Streaming Tensor DecompositionFull-text access may be available. Sign in or learn about subscription options.pp. 1080-1091
by Keyu Yang, Yunjun Gao, Yifeng Shen, Baihua Zheng, Lu Chen
EDGE: Entity-Diffusion Gaussian Ensemble for Interpretable Tweet Geolocation PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 1092-1103
by Bo Hui, Haiquan Chen, Da Yan, Wei-Shinn Ku
Efficient Relation-aware Scoring Function Search for Knowledge Graph EmbeddingFull-text access may be available. Sign in or learn about subscription options.pp. 1104-1115
by Shimin DI, Quanming YAO, Yongqi ZHANG, Lei CHEN
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