Table of Contents

• Systems and ML: When the Sum is Greater than Its PartsIon Stoica. 1 [doi]
• Recommending Deployment Strategies for Collaborative TasksDong Wei, Senjuti Basu Roy, Sihem Amer-Yahia. 3-17 [doi]
• Human-in-the-loop Outlier DetectionChengliang Chai, Lei Cao 0004, Guoliang Li 0001, Jian Li 0015, Yuyu Luo, Samuel Madden. 19-33 [doi]
• QUAD: Quadratic-Bound-based Kernel Density VisualizationTsz Nam Chan, Reynold Cheng, Man Lung Yiu. 35-50 [doi]
• ShapeSearch: A Flexible and Efficient System for Shape-based Exploration of TrendlinesTarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya G. Parameswaran. 51-65 [doi]
• Marviq: Quality-Aware Geospatial Visualization of Range-Selection Queries Using MaterializationLiming Dong, Qiushi Bai, Taewoo Kim, Taiji Chen, Weidong Liu, Chen Li 0001. 67-82 [doi]
• Transactional Causal Consistency for Serverless ComputingChenggang Wu, Vikram Sreekanti, Joseph M. Hellerstein. 83-97 [doi]
• Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our FindingsTarique Siddiqui, Alekh Jindal, Shi Qiao, Hiren Patel, Wangchao Le. 99-113 [doi]
• Lambada: Interactive Data Analytics on Cold Data Using Serverless Cloud InfrastructureIngo Müller 0002, Renato Marroquin, Gustavo Alonso. 115-130 [doi]
• Starling: A Scalable Query Engine on Cloud FunctionsMatthew Perron, Raul Castro Fernandez, David J. DeWitt, Samuel Madden. 131-141 [doi]
• Learning a Partitioning Advisor for Cloud DatabasesBenjamin Hilprecht, Carsten Binnig, Uwe Röhm. 143-157 [doi]
• DB4ML - An In-Memory Database Kernel with Machine Learning SupportMatthias Jasny, Tobias Ziegler 0001, Tim Kraska, Uwe Röhm, Carsten Binnig. 159-173 [doi]
• Active Learning for ML Enhanced Database SystemsLin Ma, Bailu Ding, Sudipto Das, Adith Swaminathan. 175-191 [doi]
• Qd-tree: Learning Data Layouts for Big Data AnalyticsZongheng Yang, Badrish Chandramouli, Chi Wang, Johannes Gehrke, Yinan Li, Umar Farooq Minhas, Per-Åke Larson, Donald Kossmann, Rajeev Acharya. 193-208 [doi]
• Facilitating SQL Query Composition and AnalysisZainab Zolaktaf, Mostafa Milani, Rachel Pottinger. 209-224 [doi]
• MONSOON: Multi-Step Optimization and Execution of Queries with Partially Obscured PredicatesSourav Sikdar, Chris Jermaine. 225-240 [doi]
• Causal Relational LearningBabak Salimi, Harsh Parikh, Moe Kayali, Lise Getoor, Sudeepa Roy, Dan Suciu. 241-256 [doi]
• Sample Debiasing in the Themis Open World Database SystemLaurel J. Orr, Magdalena Balazinska, Dan Suciu. 257-268 [doi]
• Stochastic Package Queries in Probabilistic DatabasesMatteo Brucato, Nishant Yadav, Azza Abouzied, Peter J. Haas, Alexandra Meliou. 269-283 [doi]
• Fast and Reliable Missing Data Contingency Analysis with Predicate-ConstraintsXi Liang 0002, Zechao Shang, Sanjay Krishnan, Aaron J. Elmore, Michael J. Franklin. 285-295 [doi]
• Mining Approximate Acyclic Schemes from RelationsBatya Kenig, Pranay Mundra, Guna Prasaad, Babak Salimi, Dan Suciu. 297-312 [doi]
• AliCoCo: Alibaba E-commerce Cognitive Concept NetXusheng Luo, Luxin Liu, Yonghua Yang, Le Bo, Yuanpeng Cao, Jinghang Wu, Qiang Li, Keping Yang, Kenny Q. Zhu. 313-327 [doi]
• A1: A Distributed In-Memory Graph DatabaseChiranjeeb Buragohain, Knut Magne Risvik, Paul Brett, Miguel Castro, Wonhee Cho, Joshua Cowhig, Nikolas Gloy, Karthik Kalyanaraman, Richendra Khanna, John Pao, Matthew Renzelmann, Alex Shamis, Timothy Tan, Shuheng Zheng. 329-344 [doi]
• IBM Db2 Graph: Supporting Synergistic and Retrofittable Graph Queries Inside IBM Db2Yuanyuan Tian, En Liang Xu, Wei Zhao, Mir Hamid Pirahesh, Suijun Tong, Wen Sun, Thomas Kolanko, Md. Shahidul Haque Apu, Huijuan Peng. 345-359 [doi]
• An Ontology-Based Conversation System for Knowledge BasesAbdul Quamar, Chuan Lei, Dorian Miller, Fatma Ozcan, Jeffrey Kreulen, Robert J. Moore, Vasilis Efthymiou. 361-376 [doi]
• Aggregation Support for Modern Graph Analytics in TigerGraphAlin Deutsch, Yu Xu, Mingxi Wu, Victor E. Lee. 377-392 [doi]
• GIANT: Scalable Creation of a Web-scale OntologyBang Liu, Weidong Guo, Di Niu, Jinwen Luo, Chaoyue Wang, Zhen Wen, Yu Xu. 393-409 [doi]
• The Next 5 Years: What Opportunities Should the Database Community Seize to Maximize its Impact?Magda Balazinska, Surajit Chaudhuri, Anastasia Ailamaki, Juliana Freire, Sailesh Krishnamurthy, Michael Stonebraker. 411-414 [doi]
• Equivalence-Invariant Algebraic Provenance for Hyperplane Update QueriesPierre Bourhis, Daniel Deutch, Yuval Moskovitch. 415-429 [doi]
• Causality-Guided Adaptive Interventional DebuggingAnna Fariha, Suman Nath, Alexandra Meliou. 431-446 [doi]
• PrIU: A Provenance-Based Approach for Incrementally Updating Regression ModelsYinjun Wu, Val Tannen, Susan B. Davidson. 447-462 [doi]
• BugDoc: Algorithms to Debug Computational ProcessesRaoni Lourenço, Juliana Freire, Dennis E. Shasha. 463-478 [doi]
• Computing Local Sensitivities of Counting Queries with JoinsYuchao Tao, Xi He 0001, Ashwin Machanavajjhala, Sudeepa Roy. 479-494 [doi]
• Long-lived Transactions Made Less HarmfulJong Bin Kim, Hyunsoo Cho, Kihwang Kim, Jaeseon Yu, Sooyong Kang, Hyungsoo Jung. 495-510 [doi]
• Chiller: Contention-centric Transaction Execution and Data Partitioning for Modern NetworksErfan Zamanian, Julian Shun, Carsten Binnig, Tim Kraska. 511-526 [doi]
• Handling Highly Contended OLTP Workloads Using Fast Dynamic PartitioningGuna Prasaad, Alvin Cheung, Dan Suciu. 527-542 [doi]
• A Transactional Perspective on Execute-order-validate BlockchainsPingcheng Ruan, Dumitrel Loghin, Quang-Trung Ta, Meihui Zhang, Gang Chen, Beng Chin Ooi. 543-557 [doi]
• Aggify: Lifting the Curse of Cursor Loops using Custom AggregatesSurabhi Gupta, Sanket Purandare, Karthik Ramachandra 0002. 559-573 [doi]
• Querying Shared Data with Security HeterogeneityYang Cao 0012, Wenfei Fan, Yanghao Wang, Ke Yi 0002. 575-585 [doi]
• SAGMA: Secure Aggregation Grouped by Multiple AttributesTimon Hackenjos, Florian Hahn 0001, Florian Kerschbaum. 587-601 [doi]
• Crypt?: Crypto-Assisted Differential Privacy on Untrusted ServersAmrita Roy Chowdhury, Chenghong Wang, Xi He 0001, Ashwin Machanavajjhala, Somesh Jha. 603-619 [doi]
• Estimating Numerical Distributions under Local Differential PrivacyZitao Li, Tianhao Wang 0001, Milan Lopuhaä-Zwakenberg, Ninghui Li, Boris Skoric. 621-635 [doi]
• FalconDB: Blockchain-based Collaborative DatabaseYanqing Peng, Min Du, Feifei Li, Raymond Cheng 0001, Dawn Song. 637-652 [doi]
• Exact Single-Source SimRank Computation on Large GraphsHanzhi Wang, Zhewei Wei, Ye Yuan, Xiaoyong Du 0001, Ji-Rong Wen. 653-663 [doi]
• Distributed Processing of k Shortest Path Queries over Dynamic Road NetworksZiqiang Yu, Xiaohui Yu 0001, Nick Koudas, Yang Liu, Yifan Li, Yueting Chen, Dingyu Yang. 665-679 [doi]
• On the Optimization of Recursive Relational Queries: Application to Graph QueriesLouis Jachiet, Pierre Genevès, Nils Gesbert, Nabil Layaïda. 681-697 [doi]
• Pensieve: Skewness-Aware Version Switching for Efficient Graph ProcessingTangwei Ying, Hanhua Chen, Hai Jin 0001. 699-713 [doi]
• Extending Graph Patterns with ConditionsGrace Fan, Wenfei Fan, Yuanhao Li, Ping Lu, Chao Tian, Jingren Zhou. 715-729 [doi]
• Elastic Machine Learning Algorithms in Amazon SageMakerEdo Liberty, Zohar S. Karnin, Bing Xiang, Laurence Rouesnel, Baris Coskun, Ramesh Nallapati, Julio Delgado, Amir Sadoughi, Yury Astashonok, Piali Das, Can Balioglu, Saswata Chakravarty, Madhav Jha, Philip Gautier, David Arpin, Tim Januschowski, Valentin Flunkert, Yuyang Wang, Jan Gasthaus, Lorenzo Stella, Syama Sundar Rangapuram, David Salinas, Sebastian Schelter, Alex Smola. 731-737 [doi]
• Timon: A Timestamped Event Database for Efficient Telemetry Data Processing and AnalyticsWei Cao, Yusong Gao, Feifei Li 0001, Sheng Wang, Bingchen Lin, Ke Xu, Xiaojie Feng, Yucong Wang, Zhenjun Liu, Gejin Zhang. 739-753 [doi]
• Vertica-ML: Distributed Machine Learning in Vertica DatabaseArash Fard, Anh Le, George Larionov, Waqas Dhillon, Chuck Bear. 755-768 [doi]
• Database Workload Capacity Planning using Time Series Analysis and Machine LearningAntony S. Higginson, Mihaela Dediu, Octavian Arsene, Norman W. Paton, Suzanne M. Embury. 769-783 [doi]
• The Machine Learning Bazaar: Harnessing the ML Ecosystem for Effective System DevelopmentMicah J. Smith, Carles Sala, James Max Kanter, Kalyan Veeramachaneni. 785-800 [doi]
• When the Web is your Data Lake: Creating a Search Engine for Datasets on the WebNatasha F. Noy. 801 [doi]
• The Challenge of Building Effective, Enterprise-scale Data LakesAwez Syed. 803 [doi]
• Cleaning Denial Constraint Violations through RelaxationStella Giannakopoulou, Manos Karpathiotakis, Anastasia Ailamaki. 805-815 [doi]
• On Multiple Semantics for Declarative Database RepairsAmir Gilad, Daniel Deutch, Sudeepa Roy. 817-831 [doi]
• Discovery Algorithms for Embedded Functional DependenciesZiheng Wei, Sven Hartmann, Sebastian Link. 833-843 [doi]
• SCODED: Statistical Constraint Oriented Data Error DetectionJing Nathan Yan, Oliver Schulte, Mohan Zhang, Jiannan Wang, Reynold Cheng. 845-860 [doi]
• A Statistical Perspective on Discovering Functional Dependencies in Noisy DataYunjia Zhang, Zhihan Guo, Theodoros Rekatsinas. 861-876 [doi]
• Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage EnginesMichael Haubenschild, Caetano Sauer, Thomas Neumann 0001, Viktor Leis. 877-892 [doi]
• Lethe: A Tunable Delete-Aware LSM EngineSubhadeep Sarkar, Tarikul Islam Papon, Dimitris Staratzis, Manos Athanassoulis. 893-908 [doi]
• BinDex: A Two-Layered Index for Fast and Robust ScansLinwei Li, Kai Zhang, Jiading Guo, Wen He, Zhenying He, Yinan Jing, Weili Han, X. Sean Wang. 909-923 [doi]
• Analysis of Indexing Structures for Immutable DataCong Yue, Zhongle Xie, Meihui Zhang, Gang Chen, Beng Chin Ooi, Sheng Wang, Xiaokui Xiao. 925-935 [doi]
• Tree-Encoded BitmapsHarald Lang, Alexander Beischl, Viktor Leis, Peter A. Boncz, Thomas Neumann 0001, Alfons Kemper. 937-967 [doi]
• ALEX: An Updatable Adaptive Learned IndexJialin Ding, Umar Farooq Minhas, Jia Yu, Chi Wang, Jaeyoung Do, Yinan Li, Hantian Zhang, Badrish Chandramouli, Johannes Gehrke, Donald Kossmann, David B. Lomet, Tim Kraska. 969-984 [doi]
• Learning Multi-Dimensional IndexesVikram Nathan, Jialin Ding, Mohammad Alizadeh, Tim Kraska. 985-1000 [doi]
• The Case for a Learned Sorting AlgorithmAni Kristo, Kapil Vaidya, Ugur Çetintemel, Sanchit Misra, Tim Kraska. 1001-1016 [doi]
• QuickSel: Quick Selectivity Learning with Mixture ModelsYongjoo Park, Shucheng Zhong, Barzan Mozafari. 1017-1033 [doi]
• Deep Learning Models for Selectivity Estimation of Multi-Attribute QueriesShohedul Hasan, Saravanan Thirumuruganathan, Jees Augustine, Nick Koudas, Gautam Das 0001. 1035-1050 [doi]
• Efficient Algorithms for Densest Subgraph Discovery on Large Directed GraphsChenhao Ma, Yixiang Fang, Reynold Cheng, Laks V. S. Lakshmanan, Wenjie Zhang 0001, Xuemin Lin 0001. 1051-1066 [doi]
• GPU-Accelerated Subgraph Enumeration on Partitioned GraphsWentian Guo, Yuchen Li, Mo Sha 0002, Bingsheng He, Xiaokui Xiao, Kian-Lee Tan. 1067-1082 [doi]
• In-Memory Subgraph Matching: An In-depth StudyShixuan Sun, Qiong Luo 0001. 1083-1098 [doi]
• G-CARE: A Framework for Performance Benchmarking of Cardinality Estimation Techniques for Subgraph MatchingYeonsu Park, Seongyun Ko, Sourav S. Bhowmick, Kyoungmin Kim, Kijae Hong, Wook-Shin Han. 1099-1114 [doi]
• Approximate Pattern Matching in Massive Graphs with Precision and Recall GuaranteesTahsin Reza, Matei Ripeanu, Geoffrey Sanders, Roger Pearce. 1115-1131 [doi]
• A Comprehensive Benchmark Framework for Active Learning Methods in Entity MatchingVenkata Vamsikrishna Meduri, Lucian Popa 0001, Prithviraj Sen, Mohamed Sarwat. 1133-1147 [doi]
• ZeroER: Entity Resolution using Zero Labeled ExamplesRenzhi Wu, Sanya Chaba, Saurabh Sawlani, Xu Chu, Saravanan Thirumuruganathan. 1149-1164 [doi]
• Towards Interpretable and Learnable Risk Analysis for Entity ResolutionZhaoqiang Chen, Qun Chen, Boyi Hou, Zhanhuai Li, Guoliang Li 0001. 1165-1180 [doi]
• SLIM: Scalable Linkage of Mobility DataFuat Basik, Hakan Ferhatosmanoglu, Bugra Gedik. 1181-1196 [doi]
• Monotonic Cardinality Estimation of Similarity Selection: A Deep Learning ApproachYaoshu Wang, Chuan Xiao, Jianbin Qin, Xin Cao 0001, Yifang Sun, Wei Wang, Makoto Onizuka. 1197-1212 [doi]
• Fast Join Project Query Evaluation using Matrix MultiplicationShaleen Deep, Xiao Hu, Paraschos Koutris. 1213-1223 [doi]
• Maintaining Acyclic Foreign-Key Joins under UpdatesQichen Wang, Ke Yi 0002. 1225-1239 [doi]
• Thrifty Query Execution via IncrementabilityDixin Tang, Zechao Shang, Aaron J. Elmore, Sanjay Krishnan, Michael J. Franklin. 1241-1256 [doi]
• A Method for Optimizing Opaque Filter QueriesWenJia He, Michael R. Anderson, Maxwell Strome, Michael J. Cafarella. 1257-1272 [doi]
• Functional-Style SQL UDFs With a Capital 'F'Christian Duta, Torsten Grust. 1273-1287 [doi]
• Learning to Validate the Predictions of Black Box Classifiers on Unseen DataSebastian Schelter, Tammo Rukat, Felix Bießmann. 1289-1299 [doi]
• Learning Over Dirty Data Without CleaningJose Picado, John Davis, Arash Termehchy, Ga Young Lee. 1301-1316 [doi]
• Complaint-driven Training Data Debugging for Query 2.0Weiyuan Wu, Lampros Flokas, Eugene Wu 0002, Jiannan Wang. 1317-1334 [doi]
• Creating Embeddings of Heterogeneous Relational Datasets for Data Integration TasksRiccardo Cappuzzo, Paolo Papotti, Saravanan Thirumuruganathan. 1335-1349 [doi]
• Minimization of Classifier Construction Cost for Search QueriesShay Gershtein, Tova Milo, Gefen Morami, Slava Novgorodov. 1351-1365 [doi]
• Scaling Up Distance Labeling on Graphs with Core-Periphery PropertiesWentao Li, Miao Qiao, Lu Qin, Ying Zhang 0001, Lijun Chang, Xuemin Lin 0001. 1367-1381 [doi]
• Factorized Graph Representations for Semi-Supervised Learning from Sparse DataKrishna Kumar P., Paul Langton, Wolfgang Gatterbauer. 1383-1398 [doi]
• Reliable Data Distillation on Graph Convolutional NetworkWentao Zhang, Xupeng Miao, Yingxia Shao, Jiawei Jiang, Lei Chen, Olivier Ruas, Bin Cui 0001. 1399-1414 [doi]
• Regular Path Query Evaluation on Streaming GraphsAnil Pacaci, Angela Bonifati, M. Tamer Özsu. 1415-1430 [doi]
• Timely Reporting of Heavy Hitters using External MemoryPrashant Pandey, Shikha Singh 0002, Michael A. Bender, Jonathan W. Berry, Martin Farach-Colton, Rob Johnson, Thomas M. Kroeger, Cynthia A. Phillips. 1431-1446 [doi]
• A Framework for Emulating Database Operations in Cloud Data WarehousesMohamed A. Soliman, Lyublena Antova, Marc Sugiyama, Michael Duller, Amirhossein Aleyasen, Gourab Mitra, Ehab Abdelhamid, Mark Morcos, Michele Gage, Dmitri Korablev, Florian M. Waas. 1447-1461 [doi]
• Taurus Database: How to be Fast, Available, and Frugal in the CloudAlex Depoutovitch, Chong Chen, Jin Chen, Paul Larson, Shu Lin, Jack Ng, Wenlin Cui, Qiang Liu, Wei Huang, Yong Xiao, Yongjun He. 1463-1478 [doi]
• Reliability Analytics for Cloud Based Distributed DatabasesMathieu B. Demarne, Jim Gramling, Tomer Verona, Miso Cilimdzic. 1479-1492 [doi]
• CockroachDB: The Resilient Geo-Distributed SQL DatabaseRebecca Taft, Irfan Sharif, Andrei Matei, Nathan VanBenschoten, Jordan Lewis, Tobias Grieger, Kai Niemi, Andy Woods, Anne Birzin, Raphael Poss, Paul Bardea, Amruta Ranade, Ben Darnell, Bram Gruneir, Justin Jaffray, Lucy Zhang, Peter Mattis. 1493-1509 [doi]
• Azure SQL Database Always EncryptedPanagiotis Antonopoulos, Arvind Arasu, Kunal D. Singh, Ken Eguro, Nitish Gupta, Rajat Jain, Raghav Kaushik, Hanuma Kodavalla, Donald Kossmann, Nikolas Ogg, Ravi Ramamurthy, Jakub Szymaszek, Jeffrey Trimmer, Kapil Vaswani, Ramarathnam Venkatesan, Mike Zwilling. 1511-1525 [doi]
• Automatically Generating Data Exploration Sessions Using Deep Reinforcement LearningOri Bar El, Tova Milo, Amit Somech. 1527-1537 [doi]
• Auto-Suggest: Learning-to-Recommend Data Preparation Steps Using Data Science NotebooksCong Yan, Yeye He. 1539-1554 [doi]
• IDEBench: A Benchmark for Interactive Data ExplorationPhilipp Eichmann, Emanuel Zgraggen, Carsten Binnig, Tim Kraska. 1555-1569 [doi]
• Database Benchmarking for Supporting Real-Time Interactive Querying of Large DataLeilani Battle, Philipp Eichmann, Marco Angelini, Tiziana Catarci, Giuseppe Santucci, Yukun Zheng, Carsten Binnig, Jean-Daniel Fekete, Dominik Moritz. 1571-1587 [doi]
• Benchmarking Spreadsheet SystemsSajjadur Rahman, Kelly Mack, Mangesh Bendre, Ruilin Zhang, Karrie Karahalios, Aditya G. Parameswaran. 1589-1599 [doi]
• Order-Preserving Key Compression for In-Memory Search TreesHuanchen Zhang, Xiaoxuan Liu, David G. Andersen, Michael Kaminsky, Kimberly Keeton, Andrew Pavlo. 1601-1615 [doi]
• A Study of the Fundamental Performance Characteristics of GPUs and CPUs for Database AnalyticsAnil Shanbhag, Samuel Madden, Xiangyao Yu. 1617-1632 [doi]
• Pump Up the Volume: Processing Large Data on GPUs with Fast InterconnectsClemens Lutz, Sebastian Breß, Steffen Zeuch, Tilmann Rabl, Volker Markl. 1633-1649 [doi]
• Robust Performance of Main Memory Data Structures by ConfigurationTiemo Bang, Ismail Oukid, Norman May, Ilia Petrov, Carsten Binnig. 1651-1666 [doi]
• Black or White? How to Develop an AutoTuner for Memory-based AnalyticsMayuresh Kunjir, Shivnath Babu. 1667-1683 [doi]
• Vista: Optimized System for Declarative Feature Transfer from Deep CNNs at ScaleSupun Nakandala, Arun Kumar. 1685-1700 [doi]
• Optimizing Machine Learning Workloads in Collaborative EnvironmentsBehrouz Derakhshan, Alireza Rezaei Mahdiraji, Ziawasch Abedjan, Tilmann Rabl, Volker Markl. 1701-1716 [doi]
• GOGGLES: Automatic Image Labeling with Affinity CodingNilaksh Das, Sanya Chaba, Renzhi Wu, Sakshi Gandhi, Duen Horng Chau, Xu Chu. 1717-1732 [doi]
• DeepSqueeze: Deep Semantic Compression for Tabular DataAmir Ilkhechi, Andrew Crotty, Alex Galakatos, Yicong Mao, Grace Fan, Xiran Shi, Ugur Çetintemel. 1733-1746 [doi]
• TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes ApplicationsKaiping Zheng, Shaofeng Cai, Horng Ruey Chua, Wei Wang 0059, Kee Yuan Ngiam, Beng Chin Ooi. 1747-1763 [doi]
• Application Driven Graph PartitioningWenfei Fan, Ruochun Jin, Muyang Liu, Ping Lu, Xiaojian Luo, Ruiqi Xu, Qiang Yin, Wenyuan Yu, Jingren Zhou. 1765-1779 [doi]
• Progressive Top-K Nearest Neighbors Search in Large Road NetworksDian Ouyang, Dong Wen, Lu Qin, Lijun Chang, Ying Zhang 0001, Xuemin Lin 0001. 1781-1795 [doi]
• Memory-Aware Framework for Efficient Second-Order Random Walk on Large GraphsYingxia Shao, Shiyue Huang, Xupeng Miao, Bin Cui 0001, Lei Chen 0002. 1797-1812 [doi]
• Hub Labeling for Shortest Path CountingYikai Zhang 0001, Jeffrey Xu Yu. 1813-1828 [doi]
• CHASSIS: Conformity Meets Online Information DiffusionHui Li, Hui Li, Sourav S. Bhowmick. 1829-1840 [doi]
• Architecture-Intact Oracle for Fastest Path and Time Queries on Dynamic Spatial NetworksVictor Junqiu Wei, Raymond Chi-Wing Wong, Cheng Long. 1841-1856 [doi]
• Data Series Progressive Similarity Search with Probabilistic Quality GuaranteesAnna Gogolou, Theophanis Tsandilas, Karima Echihabi, Anastasia Bezerianos, Themis Palpanas. 1857-1873 [doi]
• A GPU-friendly Geometric Data Model and Algebra for Spatial QueriesHarish Doraiswamy, Juliana Freire. 1875-1885 [doi]
• Debunking Four Long-Standing Misconceptions of Time-Series Distance MeasuresJohn Paparrizos, Chunwei Liu, Aaron J. Elmore, Michael J. Franklin. 1887-1905 [doi]
• MIRIS: Fast Object Track Queries in VideoFavyen Bastani, Songtao He, Arjun Balasingam, Karthik Gopalakrishnan, Mohammad Alizadeh, Hari Balakrishnan, Michael J. Cafarella, Tim Kraska, Sam Madden. 1907-1921 [doi]
• ACM SIGMOD Jim Gray Dissertation Award W TalkJose M. Faleiro. 1923 [doi]
• Effective Data Versioning for Collaborative Data AnalyticsSilu Huang. 1925-1938 [doi]
• Organizing Data Lakes for NavigationFatemeh Nargesian, Ken Q. Pu, Erkang Zhu, Bahar Ghadiri Bashardoost, Renée J. Miller. 1939-1950 [doi]
• Finding Related Tables in Data Lakes for Interactive Data ScienceYi Zhang, Zachary G. Ives. 1951-1966 [doi]
• Web Data Extraction using Hybrid Program Synthesis: A Combination of Top-down and Bottom-up InferenceMohammad Raza, Sumit Gulwani. 1967-1978 [doi]
• SPARQL Rewriting: Towards Desired ResultsXun Jian, Yue Wang, Xiayu Lei, Libin Zheng, Lei Chen. 1979-1993 [doi]
• Realistic Re-evaluation of Knowledge Graph Completion Methods: An Experimental StudyFarahnaz Akrami, Mohammed Samiul Saeef, Qingheng Zhang, Wei Hu, Chengkai Li. 1995-2010 [doi]
• Bitvector-aware Query Optimization for Decision Support QueriesBailu Ding, Surajit Chaudhuri, Vivek R. Narasayya. 2011-2026 [doi]
• Efficient Join Synopsis Maintenance for Data WarehouseZhuoyue Zhao, Feifei Li 0001, Yuxi Liu. 2027-2042 [doi]
• Adaptive HTAP through Elastic Resource SchedulingAunn Raza, Periklis Chrysogelos, Angelos-Christos G. Anadiotis, Anastasia Ailamaki. 2043-2054 [doi]
• SPRINTER: A Fast n-ary Join Query Processing Method for Complex OLAP QueriesYoon-Min Nam, Donghyoung Han, Min-Soo Kim 0002. 2055-2070 [doi]
• Rosetta: A Robust Space-Time Optimized Range Filter for Key-Value StoresSiqiang Luo, Subarna Chatterjee, Rafael Ketsetsidis, Niv Dayan, Wilson Qin, Stratos Idreos. 2071-2086 [doi]
• RID: Deduplicating Snapshot ComputationsNikos Tsikoudis, Liuba Shrira. 2087-2101 [doi]
• Architecting a Query Compiler for Spatial WorkloadsRuby Y. Tahboub, Tiark Rompf. 2103-2118 [doi]
• LISA: A Learned Index Structure for Spatial DataPengfei Li, Hua Lu 0001, Qian Zheng, Long Yang, Gang Pan 0001. 2119-2133 [doi]
• Effective Travel Time Estimation: When Historical Trajectories over Road Networks MatterHaitao Yuan, Guoliang Li 0001, Zhifeng Bao, Ling Feng. 2135-2149 [doi]
• The Solution Distribution of Influence Maximization: A High-level Experimental Study on Three Algorithmic ApproachesNaoto Ohsaka. 2151-2166 [doi]
• Influence Maximization Revisited: Efficient Reverse Reachable Set Generation with Bound TightenedQintian Guo, Sibo Wang 0001, Zhewei Wei, Ming Chen. 2167-2181 [doi]
• Truss-based Community Search over Large Directed GraphsQing Liu, Minjun Zhao, Xin Huang 0001, Jianliang Xu, Yunjun Gao. 2183-2197 [doi]
• Densely Connected User Community and Location Cluster Search in Location-Based Social NetworksJunghoon Kim, Tao Guo, Kaiyu Feng, Gao Cong, Arijit Khan, Farhana Murtaza Choudhury. 2199-2209 [doi]
• Global Reinforcement of Social Networks: The Anchored Coreness ProblemQingyuan Linghu, Fan Zhang 0036, Xuemin Lin 0001, Wenjie Zhang 0001, Ying Zhang 0001. 2211-2226 [doi]
• Confidentiality Support over Financial Grade Consortium BlockchainYing Yan, Changzheng Wei, Xuepeng Guo, Xuming Lu, Xiaofu Zheng, Qi Liu, Chenhui Zhou, Xuyang Song, Boran Zhao, Hui Zhang, Guofei Jiang. 2227-2240 [doi]
• PASE: PostgreSQL Ultra-High-Dimensional Approximate Nearest Neighbor Search ExtensionWen Yang, Tao Li, Gai Fang, Hong Wei. 2241-2253 [doi]
• Making Search Engines Faster by Lowering the Cost of Querying Business Rules Through FPGAsFabio Maschi, Muhsen Owaida, Gustavo Alonso, Matteo Casalino, Anthony Hock-Koon. 2255-2270 [doi]
• Spur: Mitigating Slow Instances in Large-Scale Streaming PipelinesKe Wang, Avrilia Floratou, Ashvin Agrawal, Daniel Musgrave. 2271-2285 [doi]
• Entity Matching in the Wild: A Consistent and Versatile Framework to Unify Data in Industrial ApplicationsYan Yan, Stephen Meyles, Aria Haghighi, Dan Suciu. 2287-2301 [doi]
• QueryVis: Logic-based Diagrams help Users Understand Complicated SQL Queries FasterAristotelis Leventidis, Jiahui Zhang, Cody Dunne, Wolfgang Gatterbauer, H. V. Jagadish, Mirek Riedewald. 2303-2318 [doi]
• Duoquest: A Dual-Specification System for Expressive SQL QueriesChristopher Baik, Zhongjun Jin, Michael J. Cafarella, H. V. Jagadish. 2319-2329 [doi]
• SQLCheck: Automated Detection and Diagnosis of SQL Anti-PatternsPrashanth Dintyala, Arpit Narechania, Joy Arulraj. 2331-2345 [doi]
• DBPal: A Fully Pluggable NL2SQL Training PipelineNathaniel Weir, Prasetya Utama, Alex Galakatos, Andrew Crotty, Amir Ilkhechi, Shekar Ramaswamy, Rohin Bhushan, Nadja Geisler, Benjamin Hättasch, Steffen Eger, Ugur Çetintemel, Carsten Binnig. 2347-2361 [doi]
• SpeakQL: Towards Speech-driven Multimodal Querying of Structured DataVraj Shah, Side Li, Arun Kumar 0001, Lawrence Saul. 2363-2374 [doi]
• Near-Optimal Distributed Band-Joins through Recursive PartitioningRundong Li, Wolfgang Gatterbauer, Mirek Riedewald. 2375-2390 [doi]
• ChronoCache: Predictive and Adaptive Mid-Tier Query Result CachingBrad Glasbergen, Kyle Langendoen, Michael Abebe, Khuzaima Daudjee. 2391-2406 [doi]
• Cheetah: Accelerating Database Queries with Switch PruningMuhammad Tirmazi, Ran Ben-Basat, Jiaqi Gao, Minlan Yu. 2407-2422 [doi]
• External Merge Sort for Top-K Queries: Eager input filtering guided by histogramsYannis Chronis, Thanh Do, Goetz Graefe, Keith Peters. 2423-2437 [doi]
• Automating Incremental and Asynchronous Evaluation for Recursive Aggregate Data ProcessingQiange Wang, Yanfeng Zhang, Hao Wang, Liang Geng, Rubao Lee, Xiaodong Zhang 0001, Ge Yu 0001. 2439-2454 [doi]
• Prompt: Dynamic Data-Partitioning for Distributed Micro-batch Stream Processing SystemsAhmed S. Abdelhamid, Ahmed R. Mahmood, Anas Daghistani, Walid G. Aref. 2455-2469 [doi]
• Rhino: Efficient Management of Very Large Distributed State for Stream Processing EnginesBonaventura Del Monte, Steffen Zeuch, Tilmann Rabl, Volker Markl. 2471-2486 [doi]
• Grizzly: Efficient Stream Processing Through Adaptive Query CompilationPhilipp M. Grulich, Sebastian Breß, Steffen Zeuch, Jonas Traub, Janis von Bleichert, Zongxiong Chen, Tilmann Rabl, Volker Markl. 2487-2503 [doi]
• LightSaber: Efficient Window Aggregation on Multi-core ProcessorsGeorgios Theodorakis, Alexandros Koliousis, Peter R. Pietzuch, Holger Pirk. 2505-2521 [doi]
• Parallel Index-based Stream Join on a Multicore CPUAmirhesam Shahvarani, Hans-Arno Jacobsen. 2523-2537 [doi]
• Improving Approximate Nearest Neighbor Search through Learned Adaptive Early TerminationConglong Li, Minjia Zhang, David G. Andersen, Yuxiong He. 2539-2554 [doi]
• Theoretically-Efficient and Practical Parallel DBSCANYiqiu Wang, Yan Gu 0001, Julian Shun. 2555-2571 [doi]
• A Relational Matrix Algebra and its Implementation in a Column StoreOksana Dolmatova, Nikolaus Augsten, Michael H. Böhlen. 2573-2587 [doi]
• Locality-Sensitive Hashing Scheme based on Longest Circular Co-SubstringYifan Lei, Qiang Huang, Mohan S. Kankanhalli, Anthony K. H. Tung. 2589-2599 [doi]
• Continuously Adaptive Similarity SearchHuayi Zhang, Lei Cao 0004, Yizhou Yan, Samuel Madden, Elke A. Rundensteiner. 2601-2616 [doi]
• Automating Exploratory Data Analysis via Machine Learning: An OverviewTova Milo, Amit Somech. 2617-2622 [doi]
• Crowdsourcing Practice for Efficient Data Labeling: Aggregation, Incremental Relabeling, and PricingAlexey Drutsa, Valentina Fedorova, Dmitry Ustalov, Olga Megorskaya, Evfrosiniya Zerminova, Daria Baidakova. 2623-2627 [doi]
• State of the Art and Open Challenges in Natural Language Interfaces to DataFatma Ozcan, Abdul Quamar, Jaydeep Sen, Chuan Lei, Vasilis Efthymiou. 2629-2636 [doi]
• SIGMOD 2020 Tutorial on Fairness and Bias in Peer Review and Other Sociotechnical Intelligent SystemsNihar B. Shah, Zachary Lipton. 2637-2640 [doi]
• Le Taureau: Deconstructing the Serverless Landscape & A Look ForwardAnurag Khandelwal, Arun Kejariwal, Karthikeyan Ramasamy. 2641-2650 [doi]
• Beyond Analytics: The Evolution of Stream Processing SystemsParis Carbone, Marios Fragkoulis, Vasiliki Kalavri, Asterios Katsifodimos. 2651-2658 [doi]
• Optimal Join Algorithms Meet Top-kNikolaos Tziavelis, Wolfgang Gatterbauer, Mirek Riedewald. 2659-2665 [doi]
• Key-Value Storage EnginesStratos Idreos, Mark Callaghan. 2667-2672 [doi]
• RASQL: A Powerful Language and its System for Big Data ApplicationsJin Wang, Guorui Xiao, Jiaqi Gu 0001, Jiacheng Wu, Carlo Zaniolo. 2673-2676 [doi]
• PL/SQL Without the PLDenis Hirn, Torsten Grust. 2677-2680 [doi]
• Analysis of Database Search Systems with THORTheofilos Belmpas, Orest Gkini, Georgia Koutrika. 2681-2684 [doi]
• BOOMER: A Tool for Blending Visual P-Homomorphic Queries on Large NetworksYinglong Song, Huey-Eng Chua, Sourav S. Bhowmick, Byron Choi, Shuigeng Zhou. 2685-2688 [doi]
• AURORA: Data-driven Construction of Visual Graph Query Interfaces for Graph DatabasesSourav S. Bhowmick, Kai Huang, Huey-Eng Chua, Zifeng Yuan, Byron Choi, Shuigeng Zhou. 2689-2692 [doi]
• vChain: A Blockchain System Ensuring Query IntegrityHaixin Wang, Cheng Xu 0004, Ce Zhang, Jianliang Xu. 2693-2696 [doi]
• AUDITOR: A System Designed for Automatic Discovery of Complex Integrity Constraints in Relational DatabasesWentao Hu, Dongxiang Zhang, Dawei Jiang, Sai Wu, Ke Chen 0005, Kian-Lee Tan, Gang Chen 0001. 2697-2700 [doi]
• SHARQL: Shape Analysis of Recursive SPARQL QueriesAngela Bonifati, Wim Martens, Thomas Timm. 2701-2704 [doi]
• High Performance Distributed OLAP on Property Graphs with GrasperHongzhi Chen, Bowen Wu, Shiyuan Deng, Chenghuan Huang, Changji Li, Yichao Li, James Cheng. 2705-2708 [doi]
• ProcAnalyzer: Effective Code Analyzer for Tuning Imperative Programs in SAP HANAKisung Park 0001, Taeyoung Jeong, Chanho Jeong, Jaeha Lee, Dong-Hun Lee, Young-Koo Lee. 2709-2712 [doi]
• LATTE: Visual Construction of Smart ContractsSean Tan, Sourav S. Bhowmick, Huey-Eng Chua, Xiaokui Xiao. 2713-2716 [doi]
• PROUD: PaRallel OUtlier Detection for StreamsTheodoros Toliopoulos, Christos Bellas, Anastasios Gounaris, Apostolos Papadopoulos. 2717-2720 [doi]
• MithraCoverage: A System for Investigating Population Bias for Intersectional FairnessZhongjun Jin, Mengjing Xu, Chenkai Sun, Abolfazl Asudeh, H. V. Jagadish. 2721-2724 [doi]
• MC3: A System for Minimization of Classifier Construction CostShay Gershtein, Tova Milo, Gefen Morami, Slava Novgorodov. 2725-2728 [doi]
• Sentinel: Understanding Data SystemsBrad Glasbergen, Michael Abebe, Khuzaima Daudjee, Daniel Vogel 0001, Jian Zhao. 2729-2732 [doi]
• BugDoc: A System for Debugging Computational PipelinesRaoni Lourenço, Juliana Freire, Dennis E. Shasha. 2733-2736 [doi]
• TQVS: Temporal Queries over Video Streams in ActionYueting Chen, Xiaohui Yu 0001, Nick Koudas. 2737-2740 [doi]
• ExTuNe: Explaining Tuple Non-conformanceAnna Fariha, Ashish Tiwari 0001, Arjun Radhakrishna, Sumit Gulwani. 2741-2744 [doi]
• Interactively Discovering and Ranking Desired Tuples without Writing SQL QueriesXuedi Qin, Chengliang Chai, Yuyu Luo, Nan Tang 0001, Guoliang Li 0001. 2745-2748 [doi]
• Synner: Generating Realistic Synthetic DataMiro Mannino, Azza Abouzied. 2749-2752 [doi]
• InCognitoMatch: Cognitive-aware Matching via CrowdsourcingRoee Shraga, Coral Scharf, Rakefet Ackerman, Avigdor Gal. 2753-2756 [doi]
• CoClean: Collaborative Data CleaningMashaal Musleh, Mourad Ouzzani, Nan Tang 0001, AnHai Doan. 2757-2760 [doi]
• STAR: A Distributed Stream Warehouse System for Spatial DataZhida Chen, Gao Cong, Walid G. Aref. 2761-2764 [doi]
• T-REx: Table Repair ExplanationsDaniel Deutch, Nave Frost, Amir Gilad, Oren Sheffer. 2765-2768 [doi]
• SVQ++: Querying for Object Interactions in Video StreamsDaren Chao, Nick Koudas, Ioannis Xarchakos. 2769-2772 [doi]
• F-IVM: Learning over Fast-Evolving Relational DataMilos Nikolic, Haozhe Zhang, Ahmet Kara 0002, Dan Olteanu. 2773-2776 [doi]
• CoMing: A Real-time Co-Movement Mining System for Streaming TrajectoriesZiquan Fang, Yunjun Gao, Lu Pan, Lu Chen, Xiaoye Miao, Christian S. Jensen. 2777-2780 [doi]
• Unified Spatial Analytics from Heterogeneous Sources with Amazon RedshiftNemanja Boric, Hinnerk Gildhoff, Menelaos Karavelas, Ippokratis Pandis, Ioanna Tsalouchidou. 2781-2784 [doi]
• Big Data Series Analytics Using TARDIS and its Exploitation in Geospatial ApplicationsLiang Zhang, Noura Alghamdi, Mohamed Y. Eltabakh, Elke A. Rundensteiner. 2785-2788 [doi]
• CDFShop: Exploring and Optimizing Learned Index StructuresRyan Marcus, Emily Zhang, Tim Kraska. 2789-2792 [doi]
• TensorFlow Data Validation: Data Analysis and Validation in Continuous ML PipelinesEmily Caveness, Paul Suganthan G. C., Zhuo Peng, Neoklis Polyzotis, Sudip Roy 0002, Martin Zinkevich. 2793-2796 [doi]
• Grosbeak: A Data Warehouse Supporting Resource-Aware Incremental ComputingZuozhi Wang, Kai Zeng, Botong Huang, Wei Chen, Xiaozong Cui, Bo Wang, Ji Liu, Liya Fan, Dachuan Qu, Zhenyu Hou, Tao Guan, Chen Li, Jingren Zhou. 2797-2800 [doi]
• Demonstration of BitGourmet: Data Analysis via Deterministic ApproximationSaehan Jo, Immanuel Trummer. 2801-2804 [doi]
• Bring Your Own Data to X-PLAINEliana Pastor, Elena Baralis. 2805-2808 [doi]
• Physical Visualization DesignLana Ramjit, Zhaoning Kong, Ravi Netravali 0001, Eugene Wu 0002. 2809-2812 [doi]
• Demonstration of Chestnut: An In-memory Data Layout Designer for Database ApplicationsMingwei Samuel, Cong Yan, Alvin Cheung. 2813-2816 [doi]
• Breaking Down Memory Walls in LSM-based Storage SystemsChen Luo. 2817-2819 [doi]
• Context-Free Path Querying via Matrix EquationsYuliya Susanina. 2821-2823 [doi]
• Simulation-based Approximate Graph Pattern MatchingXiaoshuang Chen. 2825-2827 [doi]
• High-Dimensional Vector Similarity Search: From Time Series to Deep Network EmbeddingsKarima Echihabi. 2829-2832 [doi]
• Rethinking Message Brokers on RDMA and NVMHendrik Makait. 2833-2835 [doi]
• Monte Carlo Tree Search for Generating Interactive Data Analysis InterfacesYiru Chen. 2837-2839 [doi]
• Continuous Prefetch for Interactive Data ApplicationsHaneen Mohammed. 2841-2843 [doi]
• Re-evaluating the Performance Trade-offs for Hash-Based Multi-Join QueriesShiva Jahangiri. 2845-2847 [doi]
• Interactive View RecommendationXiaozhong Zhang. 2849-2851 [doi]
• From Worst-Case to Average-Case Analysis: Accurate Latency Predictions for Key-Value Storage EnginesMeena Jagadeesan, Garrett Tanzer. 2853-2855 [doi]
• Towards the Scheduling of Vertex-constrained Multi Subgraph Matching QueryKongzhang Hao, Longbin Lai. 2857-2859 [doi]
• Serverless Query Processing on a BudgetWilliam Ma. 2861-2863 [doi]
• Workload-Aware Column ImprintsNoah Slavitch. 2865-2867 [doi]
• Towards Scalable UDTFs in NoriaJustus Adam. 2869-2871 [doi]
• Column Partition and Permutation for Run Length Encoding in Columnar DatabasesJia Shi. 2873-2874 [doi]
• Supporting Database Constraints in Synthetic Data Generation based on Generative Adversarial NetworksWanxin Li. 2875-2877 [doi]
• An Evaluation of Methods of Compressing DoublesJacob Spiegel. 2879-2881 [doi]
• MemFlow: Memory-Aware Distributed Deep LearningNeil Band. 2883-2885 [doi]
• JSON Schema Matching: Empirical ObservationsKunal Waghray. 2887-2889 [doi]