Table of Contents

• Real-Time Cross Online Matching in Spatial CrowdsourcingYurong Cheng, Boyang Li, Xiangmin Zhou, Ye Yuan 0001, Guoren Wang, Lei Chen 0002. 1-12 [doi]
• Predictive Task Assignment in Spatial Crowdsourcing: A Data-driven ApproachYan Zhao 0008, Kai Zheng 0001, Yue Cui, Han Su, Feida Zhu 0001, Xiaofang Zhou 0001. 13-24 [doi]
• Curiosity-Driven Energy-Efficient Worker Scheduling in Vehicular Crowdsourcing: A Deep Reinforcement Learning ApproachChi Harold Liu, Yinuo Zhao, Zipeng Dai, Ye Yuan, Guoren Wang, Dapeng Wu 0001, Kin K. Leung. 25-36 [doi]
• Crowdsourced Collective Entity Resolution with Relational Match PropagationJiaCheng Huang, Wei Hu, Zhifeng Bao, Yuzhong Qu. 37-48 [doi]
• An End-to-End Deep RL Framework for Task Arrangement in Crowdsourcing PlatformsCaihua Shan, Nikos Mamoulis, Reynold Cheng, Guoliang Li 0001, Xiang Li, Yuqiu Qian. 49-60 [doi]
• Efficient Bidirectional Order Dependency DiscoveryYifeng Jin, Lin Zhu, Zijing Tan. 61-72 [doi]
• Efficient Diversity-Driven Ensemble for Deep Neural NetworksWentao Zhang, Jiawei Jiang, Yingxia Shao, Bin Cui 0001. 73-84 [doi]
• Adaptive Network Alignment with Unsupervised and Multi-order Convolutional NetworksThanh Trung Huynh, Van Vinh Tong, Thanh-Tam Nguyen, Hongzhi Yin, Matthias Weidlich, Nguyen Quoc Viet Hung. 85-96 [doi]
• A Natural Language Interface for Database: Achieving Transfer-learnability Using Adversarial Method for Question UnderstandingWenlu Wang, Yingtao Tian, Haixun Wang, Wei-Shinn Ku. 97-108 [doi]
• Array-based Data Management for GenomicsOlha Horlova, Abdulrahman Kaitoua, Stefano Ceri. 109-120 [doi]
• Group Recommendation with Latent Voting MechanismLei Guo, Hongzhi Yin, Qinyong Wang, Bin Cui 0001, Zi Huang, LiZhen Cui. 121-132 [doi]
• Price-aware Recommendation with Graph Convolutional NetworksYu Zheng, Chen Gao, Xiangnan He 0001, Yong Li 0008, Depeng Jin. 133-144 [doi]
• Syndrome-aware Herb Recommendation with Multi-Graph Convolution NetworkYuanyuan Jin, Wei Zhang, Xiangnan He 0001, Xinyu Wang 0017, Xiaoling Wang. 145-156 [doi]
• PoisonRec: An Adaptive Data Poisoning Framework for Attacking Black-box Recommender SystemsJunshuai Song, Zhao Li, Zehong Hu, Yucheng Wu, Zhenpeng Li, Jian Li, Jun Gao. 157-168 [doi]
• Toward Recommendation for Upskilling: Modeling Skill Improvement and Item Difficulty in Action SequencesKazutoshi Umemoto, Tova Milo, Masaru Kitsuregawa. 169-180 [doi]
• Exploring Finer Granularity within the Cores: Efficient (k, p)-Core ComputationChen Zhang 0013, Fan Zhang 0036, Wenjie Zhang 0001, Boge Liu, Ying Zhang 0001, Lu Qin, Xuemin Lin 0001. 181-192 [doi]
• Kaskade: Graph Views for Efficient Graph AnalyticsJoana M. F. da Trindade, Konstantinos Karanasos, Carlo Curino, Samuel Madden, Julian Shun. 193-204 [doi]
• Efficient Top-k Edge Structural Diversity SearchQi Zhang, Rong-Hua Li, Qixuan Yang, Guoren Wang, Lu Qin. 205-216 [doi]
• Adaptive Relation Discovery from Focusing Seeds on Large NetworksZhuo Wang, Chaokun Wang, Weiping Wang 0005, Xiaoyan Gu, Bo Li, Dan Meng. 217-228 [doi]
• Repairing Entities using Star Constraints in Multirelational GraphsPeng Lin, Qi Song, Yinghui Wu, Jiaxing Pi. 229-240 [doi]
• Practical Anonymous Subscription with Revocation Based on Broadcast EncryptionXun Yi, Russell Paulet, Elisa Bertino, Fang-Yu Rao. 241-252 [doi]
• *Ningning Cui, Xiaochun Yang 0001, Bin Wang, Jianxin Li 0001, Guoren Wang. 253-264 [doi]
• An Anomaly Detection System for the Protection of Relational Database Systems against Data Leakage by Application ProgramsDaren Fadolalkarim, Elisa Bertino, Asmaa Sallam. 265-276 [doi]
• SFour: A Protocol for Cryptographically Secure Record Linkage at ScaleBasit Khurram, Florian Kerschbaum. 277-288 [doi]
• I/O Efficient Approximate Nearest Neighbour Search based on Learned FunctionsMingjie Li, Ying Zhang 0001, Yifang Sun, Wei Wang 0011, Ivor W. Tsang, Xuemin Lin 0001. 289-300 [doi]
• Efficient Query Processing with Optimistically Compressed Hash Tables & Strings in the USSRTim Gubner, Viktor Leis, Peter A. Boncz. 301-312 [doi]
• UniKV: Toward High-Performance and Scalable KV Storage in Mixed Workloads via Unified IndexingQiang Zhang, Yongkun Li, Patrick P. C. Lee, Yinlong Xu, Qiu Cui, Liu Tang. 313-324 [doi]
• Improved Correlated Sampling for Join Size EstimationTaining Wang, Chee Yong Chan. 325-336 [doi]
• MESSI: In-Memory Data Series IndexingBotao Peng, Panagiota Fatourou, Themis Palpanas. 337-348 [doi]
• Spatial Transition Learning on Road Networks with Deep Probabilistic ModelsXiucheng Li, Gao Cong, Yun Cheng. 349-360 [doi]
• Active Model Selection for Positive Unlabeled Time Series ClassificationShen Liang, Yanchun Zhang, Jiangang Ma. 361-372 [doi]
• Neighbor Profile: Bagging Nearest Neighbors for Unsupervised Time Series MiningYuanduo He, Xu Chu, Yasha Wang. 373-384 [doi]
• Massively-Parallel Change Detection for Satellite Time Series Data with Missing ValuesFabian Gieseke, Sabina Rosca, Troels Henriksen, Jan Verbesselt, Cosmin E. Oancea. 385-396 [doi]
• Skyline Cohesive Group Queries in Large Road-social NetworksQiyan Li, Yuanyuan Zhu, Jeffrey Xu Yu. 397-408 [doi]
• Anchored Vertex Exploration for Community Engagement in Social NetworksTaotao Cai, Jianxin Li 0001, Nur Al Hasan Haldar, Ajmal Mian, John Yearwood, Timos Sellis. 409-420 [doi]
• Optimizing Knowledge Graphs through Voting-based User FeedbackRuida Yang, Xin Lin, Jianliang Xu, Yan Yang, Liang He. 421-432 [doi]
• AutoSF: Searching Scoring Functions for Knowledge Graph EmbeddingYongqi Zhang, Quanming Yao, Wenyuan Dai, Lei Chen. 433-444 [doi]
• Semantic Guided and Response Times Bounded Top-k Similarity Search over Knowledge GraphsYuxiang Wang 0001, Arijit Khan, Tianxing Wu, Jiahui Jin, Haijiang Yan. 445-456 [doi]
• PPKWS: An Efficient Framework for Keyword Search on Public-Private NetworksJiaxin Jiang, Xin Huang 0001, Byron Choi, Jianliang Xu, Sourav S. Bhowmick, Lyu Xu. 457-468 [doi]
• Privacy-preserving Real-time Anomaly Detection Using Edge ComputingShagufta Mehnaz, Elisa Bertino. 469-480 [doi]
• To Warn or Not to Warn: Online Signaling in Audit GamesChao Yan, Haifeng Xu, Yevgeniy Vorobeychik, Bo Li, Daniel Fabbri, Bradley A. Malin. 481-492 [doi]
• One-sided Differential PrivacyIos Kotsogiannis, Stelios Doudalis, Samuel Haney, Ashwin Machanavajjhala, Sharad Mehrotra. 493-504 [doi]
• Providing Input-Discriminative Protection for Local Differential PrivacyXiaolan Gu, Ming Li 0003, Li Xiong 0001, Yang Cao 0011. 505-516 [doi]
• Differentially Private Online Task Assignment in Spatial Crowdsourcing: A Tree-based ApproachQian Tao, Yongxin Tong, Zimu Zhou, Yexuan Shi, Lei Chen, Ke Xu 0001. 517-528 [doi]
• ChainLink: Indexing Big Time Series Data For Long Subsequence MatchingNoura Alghamdi, Liang Zhang, Huayi Zhang, Elke A. Rundensteiner, Mohamed Y. Eltabakh. 529-540 [doi]
• Random Sampling for Group-By QueriesTrong Duc Nguyen, Ming-Hung Shih, Sai Sree Parvathaneni, Bojian Xu, Divesh Srivastava, Srikanta Tirthapura. 541-552 [doi]
• PA-Tree: Polled-Mode Asynchronous B+ Tree for NVMeLi Wang, Zining Zhang, Bingsheng He, Zhenjie Zhang. 553-564 [doi]
• Distributed Streaming Set Similarity JoinJianye Yang, Wenjie Zhang 0001, Xiang Wang 0007, Ying Zhang 0001, Xuemin Lin 0001. 565-576 [doi]
• Cool, a COhort OnLine analytical processing systemZhongle Xie, Hongbin Ying, Cong Yue, Meihui Zhang, Gang Chen, Beng Chin Ooi. 577-588 [doi]
• TransN: Heterogeneous Network Representation Learning by Translating Node EmbeddingsZijian Li 0002, Wenhao Zheng, Xueling Lin, Ziyuan Zhao, Zhe Wang, Yue Wang, Xun Jian, Lei Chen 0002, Qiang Yan, Tiezheng Mao. 589-600 [doi]
• An Adaptive Master-Slave Regularized Model for Unexpected Revenue Prediction Enhanced with Alternative DataJin Xu, Jingbo Zhou, Yongpo Jia, Jian Li, Hui Xiong 0001. 601-612 [doi]
• Exact and Consistent Interpretation of Piecewise Linear Models Hidden behind APIs: A Closed Form SolutionZicun Cong, Lingyang Chu, Lanjun Wang, Xia Hu, Jian Pei. 613-624 [doi]
• Statistical Estimation of Diffusion Network TopologiesKeqi Han, Yuan Tian, Yunjia Zhang, Ling Han, Hao Huang, Yunjun Gao. 625-636 [doi]
• Multiple Dense Subtensor Estimation with High Density GuaranteeQuang Huy Duong, Heri Ramampiaro, Kjetil Nørvåg. 637-648 [doi]
• Efficient Approximation Algorithms for Adaptive Target Profit MaximizationKeke Huang, Jing Tang 0004, Xiaokui Xiao, Aixin Sun, Andrew Lim. 649-660 [doi]
• Efficient Bitruss Decomposition for Large-scale Bipartite GraphsKai Wang, Xuemin Lin 0001, Lu Qin, Wenjie Zhang 0001, Ying Zhang 0001. 661-672 [doi]
• Kaleido: An Efficient Out-of-core Graph Mining System on A Single MachineCheng Zhao, Zhibin Zhang, Peng Xu, Tianqi Zheng, Jiafeng Guo. 673-684 [doi]
• Finding the Best k in Core Decomposition: A Time and Space Optimal SolutionDeming Chu, Fan Zhang 0036, Xuemin Lin 0001, Wenjie Zhang 0001, Ying Zhang 0001, Yinglong Xia, Chenyi Zhang. 685-696 [doi]
• Updates-Aware Graph Pattern based Node MatchingGuohao Sun, Guanfeng Liu 0001, Yan Wang, Xiaofang Zhou 0001. 697-708 [doi]
• Dataset Discovery in Data LakesAlex Bogatu, Alvaro A. A. Fernandes, Norman W. Paton, Nikolaos Konstantinou 0001. 709-720 [doi]
• Swapping Repair for Misplaced Attribute ValuesYu Sun, Shaoxu Song, Chen Wang 0018, Jianmin Wang 0001. 721-732 [doi]
• Interactive Cleaning for Progressive Visualization through Composite QuestionsYuyu Luo, Chengliang Chai, Xuedi Qin, Nan Tang 0001, Guoliang Li 0001. 733-744 [doi]
• User-driven Error Detection for Time Series with EventsKim Hung Le, Paolo Papotti. 745-757 [doi]
• An Agile Sample Maintenance Approach for Agile AnalyticsHanbing Zhang, Yazhong Zhang, Zhenying He, Yinan Jing, Kai Zhang, X. Sean Wang. 757-768 [doi]
• Continuously Tracking Core Items in Data Streams with Probabilistic DecaysJunzhou Zhao, Pinghui Wang, Jing Tao, Shuo Zhang, John C. S. Lui. 769-780 [doi]
• The Art of Efficient In-memory Query Processing on NUMA Systems: a Systematic ApproachPuya Memarzia, Suprio Ray, Virendra C. Bhavsar. 781-792 [doi]
• Speeding Up GED Verification for Graph Similarity SearchLijun Chang, Xing Feng, Xuemin Lin 0001, Lu Qin, Wenjie Zhang 0001, Dian Ouyang. 793-804 [doi]
• Scaling Out Schema-free Stream JoinsDamjan Gjurovski, Sebastian Michel 0001. 805-816 [doi]
• Contribution Maximization in Probabilistic DatalogTova Milo, Yuval Moskovitch, Brit Youngmann. 817-828 [doi]
• Multiscale Frequent Co-movement Pattern MiningShahab Helmi, Farnoush Banaei Kashani. 829-840 [doi]
• Self-paced Ensemble for Highly Imbalanced Massive Data ClassificationZhining Liu 0002, Wei Cao, Zhifeng Gao, Jiang Bian 0002, Hechang Chen, Yi Chang, Tie-Yan Liu. 841-852 [doi]
• SAN : Scale-Space Attention NetworksYash Garg, K. Selçuk Candan, Maria Luisa Sapino. 853-864 [doi]
• A Novel Approach to Learning Consensus and Complementary Information for Multi-View Data ClusteringKhanh Luong, Richi Nayak. 865-876 [doi]
• Summarizing Hierarchical Multidimensional DataAlexandra Kim, Laks V. S. Lakshmanan, Divesh Srivastava. 877-888 [doi]
• Efficient Team Formation in Social Networks based on Constrained Pattern GraphYue Kou, Derong Shen, Quinn Snell, Dong Li, Tiezheng Nie, Ge Yu 0001, Shuai Ma. 889-900 [doi]
• Effective and Efficient Truss Computation over Large Heterogeneous Information NetworksYixing Yang, Yixiang Fang, Xuemin Lin 0001, Wenjie Zhang 0001, Yixiang Fang. 901-912 [doi]
• Index-Free Approach with Theoretical Guarantee for Efficient Random Walk with Restart QueryDandan Lin, Raymond Chi-Wing Wong, Min Xie, Victor Junqiu Wei. 913-924 [doi]
• Optimization of GPU-based Sparse Matrix Multiplication for Large Sparse NetworksJeongmyung Lee, Seokwon Kang, Yongseung Yu, Yong-Yeon Jo, Sang-Wook Kim, Yongjun Park. 925-936 [doi]
• VAC: Vertex-Centric Attributed Community SearchQing Liu, Yifan Zhu, Minjun Zhao, Xin Huang, Jianliang Xu, Yunjun Gao. 937-948 [doi]
• Online Anomalous Trajectory Detection with Deep Generative Sequence ModelingYiding Liu, Kaiqi Zhao 0001, Gao Cong, Zhifeng Bao. 949-960 [doi]
• Mobility-Aware Dynamic Taxi RidesharingZhidan Liu, Zengyang Gong, Jiangzhou Li, Kaishun Wu. 961-972 [doi]
• Online Trichromatic Pickup and Delivery Scheduling in Spatial CrowdsourcingBolong Zheng, Chenze Huang, Christian S. Jensen, Lu Chen, Nguyen Quoc Viet Hung, Guanfeng Liu, Guohui Li, Kai Zheng. 973-984 [doi]
• Task Allocation in Dependency-aware Spatial CrowdsourcingWangze Ni, Peng Cheng 0003, Lei Chen 0002, Xuemin Lin 0001. 985-996 [doi]
• Parallel Semantic Trajectory Similarity JoinLisi Chen, Shuo Shang, Christian S. Jensen, Bin Yao 0002, Panos Kalnis. 997-1008 [doi]
• Being Happy with the Least: Achieving α-happiness with Minimum Number of TuplesMin Xie, Raymond Chi-Wing Wong, Peng Peng 0002, Vassilis J. Tsotras. 1009-1020 [doi]
• Improving Neural Relation Extraction with Implicit Mutual RelationsJun Kuang, Yixin Cao 0002, Jianbing Zheng, Xiangnan He 0001, Ming Gao 0001, Aoying Zhou. 1021-1032 [doi]
• SONG: Approximate Nearest Neighbor Search on GPUWeijie Zhao, Shulong Tan, Ping Li. 1033-1044 [doi]
• R2LSH: A Nearest Neighbor Search Scheme Based on Two-dimensional Projected SpacesKejing Lu, Mineichi Kudo. 1045-1056 [doi]
• Online Indices for Predictive Top-k Entity and Aggregate Queries on Knowledge GraphsYan Li, Tingjian Ge, Cindy X. Chen. 1057-1068 [doi]
• Enabling Efficient Random Access to Hierarchically-Compressed DataFeng Zhang 0007, Jidong Zhai, Xipeng Shen, Onur Mutlu, Xiaoyong Du 0001. 1069-1080 [doi]
• Adaptive Top-k Overlap Set Similarity JoinsZhong Yang, Bolong Zheng, Guohui Li, Xi Zhao, Xiaofang Zhou 0001, Christian S. Jensen. 1081-1092 [doi]
• Load Shedding for Complex Event Processing: Input-based and State-based TechniquesBo Zhao, Nguyen Quoc Viet Hung, Matthias Weidlich. 1093-1104 [doi]
• SPEAr: Expediting Stream Processing with Accuracy GuaranteesNikos R. Katsipoulakis, Alexandros Labrinidis, Panos K. Chrysanthis. 1105-1116 [doi]
• Temporal Network Representation Learning via Historical Neighborhoods AggregationShixun Huang, Zhifeng Bao, Guoliang Li 0001, Yanghao Zhou, J. Shane Culpepper. 1117-1128 [doi]
• An Interval-centric Model for Distributed Computing over Temporal GraphsSwapnil Gandhi, Yogesh Simmhan. 1129-1140 [doi]
• CrashSim: An Efficient Algorithm for Computing SimRank over Static and Temporal GraphsMo Li 0004, Farhana Murtaza Choudhury, Renata Borovica-Gajic, Zhiqiong Wang, Junchang Xin, Jianxin Li 0001. 1141-1152 [doi]
• Efficiently Answering Span-Reachability Queries in Large Temporal GraphsDong Wen, Yilun Huang, Ying Zhang 0001, Lu Qin, Wenjie Zhang 0001, Xuemin Lin 0001. 1153-1164 [doi]
• Turbocharging Geospatial Visualization Dashboards via a Materialized Sampling Cube ApproachJia Yu 0001, Mohamed Sarwat. 1165-1176 [doi]
• Sya: Enabling Spatial Awareness inside Probabilistic Knowledge Base ConstructionIbrahim Sabek, Mohamed F. Mokbel. 1177-1188 [doi]
• Fast Query Decomposition for Batch Shortest Path Processing in Road NetworksLei Li 0003, Mengxuan Zhang, Wen-hua, Xiaofang Zhou 0001. 1189-1200 [doi]
• Efficient Attribute-Constrained Co-Located Community SearchJiehuan Luo, Xin Cao 0001, Xike Xie, Qiang Qu, Zhiqiang Xu, Christian S. Jensen. 1201-1212 [doi]
• Indoor Top-k Keyword-aware Routing QueryZijin Feng, Tiantian Liu, Huan Li 0003, Hua Lu 0001, Lidan Shou, Jianliang Xu. 1213-1224 [doi]
• Latte: A Native Table Engine On Nvme StorageJiajia Chu, Yunshan Tu, Yao Zhang, Chuliang Weng. 1225-1236 [doi]
• Doubleheader Logging: Eliminating Journal Write Overhead for Mobile DBMSSehyeon Oh, Wook-Hee Kim, Jihye Seo, Hyeonho Song, Sam H. Noh, Beomseok Nam. 1237-1248 [doi]
• GSI: GPU-friendly Subgraph IsomorphismLi Zeng, Lei Zou 0001, M. Tamer Özsu, Lin Hu, Fan Zhang 0050. 1249-1260 [doi]
• FPGA-based Compaction Engine for Accelerating LSM-tree Key-Value StoresXuan Sun, Jinghuan Yu, Zimeng Zhou, Chun Jason Xue. 1261-1272 [doi]
• Getting Swole: Generating Access-Aware Code with Predicate PullupsAndrew Crotty, Alex Galakatos, Tim Kraska. 1273-1284 [doi]
• Video Monitoring QueriesNick Koudas, Raymond Li, Ioannis Xarchakos. 1285-1296 [doi]
• Reinforcement Learning with Tree-LSTM for Join Order SelectionXiang Yu, Guoliang Li 0001, Chengliang Chai, Nan Tang 0001. 1297-1308 [doi]
• Approximate Query Processing for Data Exploration using Deep Generative ModelsSaravanan Thirumuruganathan, Shohedul Hasan, Nick Koudas, Gautam Das 0001. 1309-1320 [doi]
• SuRF: Identification of Interesting Data Regions with Surrogate ModelsFotis Savva, Christos Anagnostopoulos, Peter Triantafillou. 1321-1332 [doi]
• Two-Level Data Compression using Machine Learning in Time Series DatabaseXinYang Yu, Yanqing Peng, Feifei Li 0001, Sheng Wang, Xiaowei Shen, Huijun Mai, Yue Xie. 1333-1344 [doi]
• SeeMoRe: A Fault-Tolerant Protocol for Hybrid Cloud EnvironmentsMohammad Javad Amiri, Sujaya Maiyya, Divyakant Agrawal, Amr El Abbadi. 1345-1356 [doi]
• On Sharding Open Blockchains with Smart ContractsYuechen Tao, Bo Li, Jingjie Jiang, Hok Chu Ng, Cong Wang, Baochun Li. 1357-1368 [doi]
• G-thinker: A Distributed Framework for Mining Subgraphs in a Big GraphDa Yan 0001, Guimu Guo, Md Mashiur Rahman Chowdhury, M. Tamer Özsu, Wei-Shinn Ku, John C. S. Lui. 1369-1380 [doi]
• DynaMast: Adaptive Dynamic Mastering for Replicated SystemsMichael Abebe, Brad Glasbergen, Khuzaima Daudjee. 1381-1392 [doi]
• Fela: Incorporating Flexible Parallelism and Elastic Tuning to Accelerate Large-Scale DMLJinkun Geng, Dan Li, Shuai Wang. 1393-1404 [doi]
• Sequence-Aware Factorization Machines for Temporal Predictive AnalyticsTong Chen, Hongzhi Yin, Quoc Viet Hung Nguyen, Wen-Chih Peng, Xue Li 0001, Xiaofang Zhou 0001. 1405-1416 [doi]
• Stochastic Origin-Destination Matrix Forecasting Using Dual-Stage Graph Convolutional, Recurrent Neural NetworksJilin Hu, Bin Yang 0002, Chenjuan Guo, Christian S. Jensen, Hui Xiong. 1417-1428 [doi]
• Query Results over Ongoing Databases that Remain Valid as Time Passes ByYvonne Mülle, Michael H. Böhlen. 1429-1440 [doi]
• Indoor Mobility Semantics Annotation Using Coupled Conditional Markov NetworksHuan Li 0003, Hua Lu 0001, Muhammad Aamir Cheema, Lidan Shou, Gang Chen 0001. 1441-1452 [doi]
• Towards Factorized SVM with Gaussian Kernels over Normalized DataKeyu Yang, Yunjun Gao, Lei Liang, Bin Yao 0002, Shiting Wen, Gang Chen 0001. 1453-1464 [doi]
• FESIA: A Fast and SIMD-Efficient Set Intersection Approach on Modern CPUsJiyuan Zhang, Yi Lu, Daniele G. Spampinato, Franz Franchetti. 1465-1476 [doi]
• Low-Latency Communication for Fast DBMS Using RDMA and Shared MemoryPhilipp Fent, Alexander van Renen, Andreas Kipf, Viktor Leis, Thomas Neumann 0001, Alfons Kemper. 1477-1488 [doi]
• ML-based Cross-Platform Query OptimizationZoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Bertty Contreras-Rojas, Rodrigo Pardo-Meza, Anis Troudi, Sanjay Chawla. 1489-1500 [doi]
• Automatic View Generation with Deep Learning and Reinforcement LearningHai-Tao Yuan, Guoliang Li 0001, Ling Feng, Ji Sun, Yue Han. 1501-1512 [doi]
• C olumnSGD: A Column-oriented Framework for Distributed Stochastic Gradient DescentZhipeng Zhang, Wentao Wu 0001, Jiawei Jiang, Lele Yu, Bin Cui 0001, Ce Zhang. 1513-1524 [doi]
• In-database connected component analysisHarald Bögeholz, Michael Brand, Radu Alexandru Todor. 1525-1536 [doi]
• Towards Concurrent Stateful Stream Processing on Multicore ProcessorsShuhao Zhang, Yingjun Wu, Feng Zhang 0007, Bingsheng He. 1537-1548 [doi]
• PSGraph: How Tencent trains extremely large-scale graphs with Spark?Jiawei Jiang, Pin Xiao, Lele Yu, Xiaosen Li, Jiefeng Cheng, Xupeng Miao, Zhipeng Zhang, Bin Cui 0001. 1549-1557 [doi]
• JUST: JD Urban Spatio-Temporal Data EngineRuiyuan Li, Huajun He, Rubin Wang, Yuchuan Huang, Junwen Liu, Sijie Ruan, Tianfu He, Jie Bao 0003, Yu Zheng 0004. 1558-1569 [doi]
• Oracle Database In-Memory on Active Data Guard: Real-time Analytics on a Standby DatabaseSukhada Pendse, Vasudha Krishnaswamy, Kartik Kulkarni, Yunrui Li, Tirthankar Lahiri, Vivekanandhan Raja, Jing Zheng, Mahesh Girkar, Akshay Kulkarni. 1570-1578 [doi]
• Data Sentinel: A Declarative Production-Scale Data Validation PlatformArun Swami, Sriram Vasudevan, Joojay Huyn. 1579-1590 [doi]
• Turbine: Facebook's Service Management Platform for Stream ProcessingYuan Mei, Luwei Cheng, Vanish Talwar, Michael Y. Levin, Gabriela Jacques-Silva, Nikhil Simha, Anirban Banerjee, Brian Smith, Tim Williamson, Serhat Yilmaz, Weitao Chen, Guoqiang Jerry Chen. 1591-1602 [doi]
• Speed Kit: A Polyglot & GDPR-Compliant Approach For Caching Personalized ContentWolfram Wingerath, Felix Gessert, Erik Witt, Hannes Kuhlmann, Florian Bücklers, Benjamin Wollmer, Norbert Ritter. 1603-1608 [doi]
• De-Health: All Your Online Health Information Are Belong to UsShouling Ji, Qinchen Gu, Haiqin Weng, Qianjun Liu, Pan Zhou, Jing Chen, Zhao Li, Raheem Beyah, Ting Wang. 1609-1620 [doi]
• Maxson: Reduce Duplicate Parsing Overhead on Raw DataXuanhua Shi, Yipeng Zhang, Hong Huang, ZhenYu Hu, Hai Jin 0001, Huan Shen, Yongluan Zhou, Bingsheng He, Ruibo Li, Keyong Zhou. 1621-1632 [doi]
• Automatic Calibration of Road Intersection Topology using TrajectoriesLisheng Zhao, Jiali Mao, Min Pu, Guoping Liu, Cheqing Jin, Weining Qian, Aoying Zhou, Xiang Wen, Runbo Hu, Hua Chai. 1633-1644 [doi]
• SAFE: Scalable Automatic Feature Engineering Framework for Industrial TasksQitao Shi, Ya Lin Zhang, Longfei Li, Xinxing Yang, Meng Li, Jun Zhou. 1645-1656 [doi]
• Cross-Graph Convolution Learning for Large-Scale Text-Picture Shopping Guide in E-Commerce SearchTong Zhang, Baoliang Cui, Zhen Cui, Haikuan Huang, Jian Yang, Hongbo Deng, Bo Zheng. 1657-1666 [doi]
• Billion-scale Recommendation with Heterogeneous Side Information at TaobaoAndreas Pfadler, Huan Zhao, Jizhe Wang, Lifeng Wang, Pipei Huang, Dik Lun Lee. 1667-1676 [doi]
• Hierarchical Bipartite Graph Neural Networks: Towards Large-Scale E-commerce ApplicationsZhao Li, Xin Shen, Yuhang Jiao 0001, Xuming Pan, Pengcheng Zou, Xianling Meng, Chengwei Yao, Jiajun Bu. 1677-1688 [doi]
• LoCEC: Local Community-based Edge Classification in Large Online Social NetworksChonggang Song, Qian Lin, Guohui Ling, Zongyi Zhang, Hongzhao Chen, Jun Liao, Chuan Chen. 1689-1700 [doi]
• APTrace: A Responsive System for Agile Enterprise Level Causality AnalysisJiaping Gui, Ding Li, Zhengzhang Chen, Junghwan Rhee, Xusheng Xiao, Mu Zhang 0001, Kangkook Jee, Zhichun Li, Haifeng Chen. 1701-1712 [doi]
• HomoPAI: A Secure Collaborative Machine Learning Platform based on Homomorphic EncryptionQifei Li, Zhicong Huang, Wen-Jie Lu, Cheng Hong, Hunter Qu, Hui He, Weizhe Zhang. 1713-1717 [doi]
• ForkBase: Immutable, Tamper-evident Storage Substrate for Branchable ApplicationsQian Lin, Kaiyuan Yang, Tien Tuan Anh Dinh, Qingchao Cai, Gang Chen, Beng Chin Ooi, Pingcheng Ruan, Sheng Wang, Zhongle Xie, Meihui Zhang, Olafs Vandans. 1718-1721 [doi]
• MC-Explorer: Analyzing and Visualizing Motif-Cliques on Large NetworksBoxuan Li, Reynold Cheng, Jiafeng Hu, Yixiang Fang, Min Ou, Ruibang Luo, Kevin Chen-Chuan Chang, Xuemin Lin 0001. 1722-1725 [doi]
• JODA: A Vertically Scalable, Lightweight JSON Processor for Big Data TransformationsNico Schäfer, Sebastian Michel 0001. 1726-1729 [doi]
• vCBIR: A Verifiable Search Engine for Content-Based Image RetrievalShangwei Guo, Yang Ji, Ce Zhang, Cheng Xu 0004, Jianliang Xu. 1730-1733 [doi]
• MusX: Online Exploring and Visualizing Graph-Based Musical AdaptationsFrançois Lévesque, Marielle St-Germain, Dominique Piché, Jean-François Gauvin, Michel Gagnon, Thomas Hurtut. 1734-1737 [doi]
• RIDE: A System for Generalized Region of Interest Discovery and ExplorationQiyu Liu, Libin Zheng, Lei Chen. 1738-1741 [doi]
• PocketView: A Concise and Informative Data SummarizerYihai Xi, Ning Wang, Shuang Hao, Wenyang Yang, Li Li. 1742-1745 [doi]
• CSQ System: A System to Support Constrained Skyline Queries on Transportation NetworksQixu Gong, Jiefei Liu, Huiping Cao. 1746-1749 [doi]
• SUDAF: Sharing User-Defined Aggregate FunctionsChao Zhang, Farouk Toumani, Bastien Doreau. 1750-1553 [doi]
• Automating Software Citation using GitCiteLeshang Chen, Susan B. Davidson. 1754-1757 [doi]
• SCLPD: Smart Cargo Loading Plan Decision FrameworkJiaye Liu, Jiali Mao, Jiajun Liao, Huiqi Hu, Ye Guo, Aoying Zhou. 1758-1761 [doi]
• DCDT: A Digital Clock Drawing Test System for Cognitive Impairment ScreeningFeiyang Xu, Yue Ding, Zhenhua Ling, Xin Li, Yunxia Li, Shijin Wang. 1762-1765 [doi]
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