Table of Contents

• Building Machine Learning Systems that UnderstandJeff Dean. 1 [doi]
• Learning Linear Regression Models over Factorized JoinsMaximilian Schleich, Dan Olteanu, Radu Ciucanu. 3-18 [doi]
• To Join or Not to Join?: Thinking Twice about Joins before Feature SelectionArun Kumar, Jeffrey F. Naughton, Jignesh M. Patel, Xiaojin Zhu. 19-34 [doi]
• Real-time Video Recommendation ExplorationYanxiang Huang, Bin Cui, Jie Jiang, Kunqian Hong, Wenyu Zhang, Yiran Xie. 35-46 [doi]
• Towards Globally Optimal Crowdsourcing Quality Management: The Uniform Worker SettingAkash Das Sarma, Aditya G. Parameswaran, Jennifer Widom. 47-62 [doi]
• Building the Enterprise Fabric for Big Data with Vertica and Spark IntegrationJeff LeFevre, Rui Liu, Cornelio Inigo, Lupita Paz, Edward Ma, Malú Castellanos, Meichun Hsu. 63-75 [doi]
• Truss Decomposition of Probabilistic Graphs: Semantics and AlgorithmsXin Huang, Wei Lu, Laks V. S. Lakshmanan. 77-90 [doi]
• Efficient and Progressive Group Steiner Tree SearchRong-Hua Li, Lu Qin, Jeffrey Xu Yu, Rui Mao. 91-106 [doi]
• Publishing Attributed Social Graphs with Formal Privacy GuaranteesZach Jorgensen, Ting Yu, Graham Cormode. 107-122 [doi]
• Publishing Graph Degree Distribution with Node Differential PrivacyWei-Yen Day, Ninghui Li, Min Lyu. 123-138 [doi]
• Principled Evaluation of Differentially Private Algorithms using DPBenchMichael Hay, Ashwin Machanavajjhala, Gerome Miklau, Yan Chen, Dan Zhang. 139-154 [doi]
• PrivTree: A Differentially Private Algorithm for Hierarchical DecompositionsJun Zhang, Xiaokui Xiao, Xing Xie. 155-170 [doi]
• Adaptive Indexing over Encrypted Numeric DataPanagiotis Karras, Artyom Nikitin, Muhammad Saad, Rudrika Bhatt, Denis Antyukhov, Stratos Idreos. 171-183 [doi]
• Practical Private Range Search RevisitedIoannis Demertzis, Stavros Papadopoulos, Odysseas Papapetrou, Antonios Deligiannakis, Minos N. Garofalakis. 185-198 [doi]
• Privacy Preserving Subgraph Matching on Large Graphs in CloudZhao Chang, Lei Zou, Feifei Li. 199-213 [doi]
• The Snowflake Elastic Data WarehouseBenoît Dageville, Thierry Cruanes, Marcin Zukowski, Vadim Antonov, Artin Avanes, Jon Bock, Jonathan Claybaugh, Daniel Engovatov, Martin Hentschel, Jiansheng Huang, Allison W. Lee, Ashish Motivala, Abdul Q. Munir, Steven Pelley, Peter Povinec, Greg Rahn, Spyridon Triantafyllis, Philipp Unterbrunner. 215-226 [doi]
• Closing the functional and Performance Gap between SQL and NoSQLZhen Hua Liu, Beda Christoph Hammerschmidt, Doug McMahon, Ying Liu, Hui Joe Chang. 227-238 [doi]
• Have Your Data and Query It Too: From Key-Value Caching to Big Data ManagementDipti Borkar, Ravi Mayuram, Gerald Sangudi, Michael Carey. 239-251 [doi]
• Ambry: LinkedIn's Scalable Geo-Distributed Object StoreShadi A. Noghabi, Sriram Subramanian, Priyesh Narayanan, Sivabalan Narayanan, Gopalakrishna Holla, Mammad Zadeh, Tianwei Li, Indranil Gupta, Roy H. Campbell. 253-265 [doi]
• SQL Schema Design: Foundations, Normal Forms, and NormalizationHenning Köhler, Sebastian Link. 267-279 [doi]
• SQLShare: Results from a Multi-Year SQL-as-a-Service ExperimentShrainik Jain, Dominik Moritz, Daniel Halperin, Bill Howe, Ed Lazowska. 281-293 [doi]
• Automatic Generation of Normalized Relational Schemas from Nested Key-Value DataMichael DiScala, Daniel J. Abadi. 295-310 [doi]
• Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and CompilationHarald Lang, Tobias Mühlbauer, Florian Funke, Peter A. Boncz, Thomas Neumann 0001, Alfons Kemper. 311-326 [doi]
• GeckoFTL: Scalable Flash Translation Techniques For Very Large Flash DevicesNiv Dayan, Philippe Bonnet, Stratos Idreos. 327-342 [doi]
• SHARE Interface in Flash Storage for Relational and NoSQL DatabasesGihwan Oh, Chiyoung Seo, Ravi Mayuram, Yang-Suk Kee, Sang-Won Lee. 343-354 [doi]
• Accelerating Relational Databases by Leveraging Remote Memory and RDMAFeng Li, Sudipto Das, Manoj Syamala, Vivek R. Narasayya. 355-370 [doi]
• FPTree: A Hybrid SCM-DRAM Persistent and Concurrent B-Tree for Storage Class MemoryIsmail Oukid, Johan Lasperas, Anisoara Nica, Thomas Willhalm, Wolfgang Lehner. 371-386 [doi]
• Micro-architectural Analysis of In-memory OLTPUtku Sirin, Pinar Tözün, Danica Porobic, Anastasia Ailamaki. 387-402 [doi]
• iBFS: Concurrent Breadth-First Search on GPUsHang Liu, H. Howie Huang, Yang Hu. 403-416 [doi]
• Tornado: A System For Real-Time Iterative Analysis Over Evolving DataXiaogang Shi, Bin Cui, Yingxia Shao, Yunhai Tong. 417-430 [doi]
• EmptyHeaded: A Relational Engine for Graph ProcessingChristopher R. Aberger, Susan Tu, Kunle Olukotun, Christopher Ré. 431-446 [doi]
• GTS: A Fast and Scalable Graph Processing Method based on Streaming Topology to GPUsMin-Soo Kim 0002, Kyuhyeon An, Himchan Park, Hyunseok Seo, Jinwook Kim. 447-461 [doi]
• Graph Analytics Through Fine-Grained ParallelismZechao Shang, Feifei Li, Jeffrey Xu Yu, Zhiwei Zhang, Hong Cheng. 463-478 [doi]
• Hybrid Pulling/Pushing for I/O-Efficient Distributed and Iterative Graph ComputingZhigang Wang, Yu Gu 0002, Yubin Bao, Ge Yu, Jeffrey Xu Yu. 479-494 [doi]
• Scalable Pattern Sharing on Event StreamsMedhabi Ray, Chuan Lei, Elke A. Rundensteiner. 495-510 [doi]
• How to Win a Hot Dog Eating Contest: Distributed Incremental View Maintenance with Batch UpdatesMilos Nikolic, Mohammad Dashti, Christoph Koch 0001. 511-526 [doi]
• Sharing-Aware Outlier Analytics over High-Volume Data StreamsLei Cao, Jiayuan Wang, Elke A. Rundensteiner. 527-540 [doi]
• THEMIS: Fairness in Federated Stream Processing under OverloadEvangelia Kalyvianaki, Marco Fiscato, Theodoros Salonidis, Peter R. Pietzuch. 541-553 [doi]
• SABER: Window-Based Hybrid Stream Processing for Heterogeneous ArchitecturesAlexandros Koliousis, Matthias Weidlich, Raul Castro Fernandez, Alexander L. Wolf, Paolo Costa, Peter Pietzuch. 555-569 [doi]
• Range Thresholding on StreamsMiao Qiao, Junhao Gan, Yufei Tao. 571-582 [doi]
• Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid WorkloadsJoy Arulraj, Andrew Pavlo, Prashanth Menon. 583-598 [doi]
• An Effective Syntax for Bounded Relational QueriesYang Cao, Wenfei Fan. 599-614 [doi]
• Wander Join: Online Aggregation via Random WalksFeifei Li 0001, Bin Wu, Ke Yi, Zhuoyue Zhao. 615-629 [doi]
• Quickr: Lazily Approximating Complex AdHoc Queries in BigData ClustersSrikanth Kandula, Anil Shanbhag, Aleksandar Vitorovic, Matthaios Olma, Robert Grandl, Surajit Chaudhuri, Bolin Ding. 631-646 [doi]
• A Study of Sorting Algorithms on Approximate MemoryShuang Chen, Shunning Jiang, Bingsheng He, Xueyan Tang. 647-662 [doi]
• Distributed Wavelet Thresholding for Maximum Error MetricsIoannis Mytilinis, Dimitrios Tsoumakos, Nectarios Koziris. 663-677 [doi]
• Sample + Seek: Approximating Aggregates with Distribution Precision GuaranteeBolin Ding, Silu Huang, Surajit Chaudhuri, Kaushik Chakrabarti, Chi Wang 0001. 679-694 [doi]
• Stop-and-Stare: Optimal Sampling Algorithms for Viral Marketing in Billion-scale NetworksHung T. Nguyen, My T. Thai, Thang N. Dinh. 695-710 [doi]
• Spheres of Influence for More Effective Viral MarketingYasir Mehmood, Francesco Bonchi, David García-Soriano. 711-726 [doi]
• Continuous Influence Maximization: What Discounts Should We Offer to Social Network Users?Yu Yang, Xiangbo Mao, Jian Pei, Xiaofei He. 727-741 [doi]
• Holistic Influence Maximization: Combining Scalability and Efficiency with Opinion-Aware ModelsSainyam Galhotra, Akhil Arora, Shourya Roy. 743-758 [doi]
• Potential and Pitfalls of Domain-Specific Information Extraction at Web ScaleAstrid Rheinländer, Mario Lehmann, Anja Kunkel, Jörg Meier, Ulf Leser. 759-771 [doi]
• Robust and Noise Resistant Wrapper InductionTim Furche, Jinsong Guo, Sebastian Maneth, Christian Schallhart. 773-784 [doi]
• Goods: Organizing Google's DatasetsAlon Y. Halevy, Flip Korn, Natalya Fridman Noy, Christopher Olston, Neoklis Polyzotis, Sudip Roy, Steven Euijong Whang. 795-806 [doi]
• Multi-Source Uncertain Entity Resolution at Yad Vashem: Transforming Holocaust Victim Reports into PeopleTomer Sagi, Avigdor Gal, Omer Barkol, Ruth Bergman, Alexander Avram. 807-819 [doi]
• A Hybrid Approach to Functional Dependency DiscoveryThorsten Papenbrock, Felix Naumann. 821-833 [doi]
• Ontological PathfindingYang Chen, Sean Louis Goldberg, Daisy Zhe Wang, Soumitra Siddharth Johri. 835-846 [doi]
• Extracting Databases from Dark Data with DeepDiveCe Zhang, Jaeho Shin 0001, Christopher Ré, Michael J. Cafarella, Feng Niu. 847-859 [doi]
• Estimating the Impact of Unknown Unknowns on Aggregate Query ResultsYeounoh Chung, Michael Lind Mortensen, Carsten Binnig, Tim Kraska. 861-876 [doi]
• Constraint-Variance Tolerant Data RepairingShaoxu Song, Han Zhu, Jianmin Wang. 877-892 [doi]
• Interactive and Deterministic Data Cleaning: A Tossed Stone Raises a Thousand RipplesJian He, Enzo Veltri, Donatello Santoro, Guoliang Li, Giansalvatore Mecca, Paolo Papotti, Nan Tang 0001. 893-907 [doi]
• Sequential Data Cleaning: A Statistical ApproachAoqian Zhang, Shaoxu Song, Jianmin Wang. 909-924 [doi]
• Learning-Based Cleansing for Indoor RFID DataAsif Iqbal Baba, Manfred Jaeger, Hua Lu, Torben Bach Pedersen, Wei-Shinn Ku, Xike Xie. 925-936 [doi]
• PrivateClean: Data Cleaning and Differential PrivacySanjay Krishnan, Jiannan Wang, Michael J. Franklin, Ken Goldberg, Tim Kraska. 937-951 [doi]
• RDFind: Scalable Conditional Inclusion Dependency Discovery in RDF DatasetsSebastian Kruse 0001, Anja Jentzsch, Thorsten Papenbrock, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Felix Naumann. 953-967 [doi]
• Cost-Effective Crowdsourced Entity Resolution: A Partial-Order ApproachChengliang Chai, Guoliang Li, Jian Li, Dong Deng, Jianhua Feng. 969-984 [doi]
• Topic Exploration in Spatio-Temporal Document CollectionsKaiqi Zhao, Lisi Chen, Gao Cong. 985-998 [doi]
• ParTime: Parallel Temporal AggregationMarkus Pilman, Martin Kaufmann, Florian Köhl, Donald Kossmann, Damien Profeta. 999-1010 [doi]
• Data Polygamy: The Many-Many Relationships among Urban Spatio-Temporal Data SetsFernando Chirigati, Harish Doraiswamy, Theodoros Damoulas, Juliana Freire. 1011-1025 [doi]
• Distributed Evaluation of Top-k Temporal JoinsJulien Pilourdault, Vincent Leroy, Sihem Amer-Yahia. 1027-1039 [doi]
• AT-GIS: Highly Parallel Spatial Query Processing with Associative TransducersPeter Ogden, David B. Thomas, Peter Pietzuch. 1041-1054 [doi]
• Towards Best Region Search for Data ExplorationKaiyu Feng, Gao Cong, Sourav S. Bhowmick, Wen-Chih Peng, Chunyan Miao. 1055-1070 [doi]
• Simba: Efficient In-Memory Spatial AnalyticsDong Xie, Feifei Li, Bin Yao 0002, Gefei Li, Liang Zhou, Minyi Guo. 1071-1085 [doi]
• Realtime Data Processing at FacebookGuoqiang Jerry Chen, Janet L. Wiener, Shridhar Iyer, Anshul Jaiswal, Ran Lei, Nikhil Simha, Wei Wang, Kevin Wilfong, Tim Williamson, Serhat Yilmaz. 1087-1098 [doi]
• SparkR: Scaling R Programs with SparkShivaram Venkataraman, Zongheng Yang, Davies Liu, Eric Liang, Hossein Falaki, Xiangrui Meng, Reynold Xin, Ali Ghodsi, Michael J. Franklin, Ion Stoica, Matei Zaharia. 1099-1104 [doi]
• VectorH: Taking SQL-on-Hadoop to the Next LevelAndrei Costea, Adrian Ionescu, Bogdan Raducanu, Michal Switakowski, Cristian Bârca, Juliusz Sompolski, Alicja Luszczak, Michal Szafranski, Giel de Nijs, Peter A. Boncz. 1105-1117 [doi]
• Adaptive Logging: Optimizing Logging and Recovery Costs in Distributed In-memory DatabasesChang Yao, Divyakant Agrawal, Gang Chen 0001, Beng Chin Ooi, Sai Wu. 1119-1134 [doi]
• Big Data Analytics with Datalog Queries on SparkAlexander Shkapsky, Mohan Yang, Matteo Interlandi, Hsuan Chiu, Tyson Condie, Carlo Zaniolo. 1135-1149 [doi]
• An Efficient MapReduce Cube Algorithm for Varied DataDistributionsTova Milo, Eyal Altshuler. 1151-1165 [doi]
• Diversified Top-k Subgraph Querying in a Large GraphZhengwei Yang, Ada Wai-Chee Fu, Ruifeng Liu. 1167-1182 [doi]
• Graph Indexing for Shortest-Path Finding over Dynamic Sub-GraphsMohamed S. Hassan, Walid G. Aref, Ahmed M. Aly. 1183-1197 [doi]
• Efficient Subgraph Matching by Postponing Cartesian ProductsFei Bi, Lijun Chang, Xuemin Lin, Lu Qin, Wenjie Zhang. 1199-1214 [doi]
• Adding Counting Quantifiers to Graph PatternsWenfei Fan, Yinghui Wu, Jingbo Xu. 1215-1230 [doi]
• DUALSIM: Parallel Subgraph Enumeration in a Massive Graph on a Single MachineHyeonji Kim, Juneyoung Lee, Sourav S. Bhowmick, Wook-Shin Han, Jeong-Hoon Lee, Seongyun Ko, Moath H. A. Jarrah. 1231-1245 [doi]
• Distributed Set ReachabilitySairam Gurajada, Martin Theobald. 1247-1261 [doi]
• Fast Multi-Column Sorting in Main-Memory Column-StoresWenjian Xu, Ziqiang Feng, Eric Lo. 1263-1278 [doi]
• Elastic Pipelining in an In-Memory Database ClusterLi Wang, Minqi Zhou, Zhenjie Zhang, Yin Yang, Aoying Zhou, Dina Bitton. 1279-1294 [doi]
• Page As You Go: Piecewise Columnar Access In SAP HANAReza Sherkat, Colin Florendo, Mihnea Andrei, Anil K. Goel, Anisoara Nica, Peter Bumbulis, Ivan Schreter, Günter Radestock, Christian Bensberg, Daniel Booss, Heiko Gerwens. 1295-1306 [doi]
• Hybrid Garbage Collection for Multi-Version Concurrency Control in SAP HANAJuchang Lee, Hyungyu Shin, Chang Gyoo Park, Seongyun Ko, Jaeyun Noh, YongJae Chuh, Wolfgang Stephan, Wook-Shin Han. 1307-1318 [doi]
• UpBit: Scalable In-Memory Updatable Bitmap IndexingManos Athanassoulis, Zheng Yan, Stratos Idreos. 1319-1332 [doi]
• FluxQuery: An Execution Framework for Highly Interactive Query WorkloadsRoee Ebenstein, Niranjan Kamat, Arnab Nandi. 1333-1345 [doi]
• iOLAP: Managing Uncertainty for Efficient Incremental OLAPKai Zeng, Sameer Agarwal, Ion Stoica. 1347-1361 [doi]
• Dynamic Prefetching of Data Tiles for Interactive VisualizationLeilani Battle, Remco Chang, Michael Stonebraker. 1363-1375 [doi]
• Expressive Query Construction through Direct Manipulation of Nested Relational ResultsEirik Bakke, David R. Karger. 1377-1392 [doi]
• Shasta: Interactive Reporting At ScaleGokul Nath Babu Manoharan, Stephan Ellner, Karl Schnaitter, Sridatta Chegu, Alejandro Estrella-Balderrama, Stephan Gudmundson, Apurv Gupta, Ben Handy, Bart Samwel, Chad Whipkey, Larysa Aharkava, Himani Apte, Nitin Gangahar, Jun Xu, Shivakumar Venkataraman, Divyakant Agrawal, Jeffrey D. Ullman. 1393-1404 [doi]
• Datometry Hyper-Q: Bridging the Gap Between Real-Time and Historical AnalyticsLyublena Antova, Rhonda Baldwin, Derrick Bryant, Tuan Cao, Michael Duller, John Eshleman, Zhongxian Gu, Entong Shen, Mohamed A. Soliman, F. Michael Waas. 1405-1416 [doi]
• Time Adaptive Sketches (Ada-Sketches) for Summarizing Data StreamsAnshumali Shrivastava, Arnd Christian König, Mikhail Bilenko. 1417-1432 [doi]
• Streaming Algorithms for Robust Distinct ElementsDi Chen, Qin Zhang. 1433-1447 [doi]
• Augmented Sketch: Faster and More Accurate Stream ProcessingPratanu Roy, Arijit Khan, Gustavo Alonso. 1449-1463 [doi]
• Matrix Sketching Over Sliding WindowsZhewei Wei, Xuancheng Liu, Feifei Li, Shuo Shang, Xiaoyong Du, Ji-Rong Wen. 1465-1480 [doi]
• Graph Stream Summarization: From Big Bang to Big CrunchNan Tang 0001, Qing Chen, Prasenjit Mitra. 1481-1496 [doi]
• Scalable Approximate Query Tracking over Highly Distributed Data StreamsNikos Giatrakos, Antonios Deligiannakis, Minos N. Garofalakis. 1497-1512 [doi]
• A Hybrid B+-tree as Solution for In-Memory Indexing on CPU-GPU Heterogeneous Computing PlatformsAmirhesam Shahvarani, Hans-Arno Jacobsen. 1523-1538 [doi]
• Low-Overhead Asynchronous Checkpointing in Main-Memory Database SystemsKun Ren, Thaddeus Diamond, Daniel J. Abadi, Alexander Thomson. 1539-1551 [doi]
• T-Part: Partitioning of Transactions for Forward-Pushing in Deterministic Database SystemsShan-Hung Wu, Tsai-Yu Feng, Meng-Kai Liao, Shao-Kan Pi, Yu-Shan Lin. 1553-1565 [doi]
• Reducing the Storage Overhead of Main-Memory OLTP Databases with Hybrid IndexesHuanchen Zhang, David G. Andersen, Andrew Pavlo, Michael Kaminsky, Lin Ma, Rui Shen. 1567-1581 [doi]
• Design Principles for Scaling Multi-core OLTP Under High ContentionKun Ren, Jose M. Faleiro, Daniel J. Abadi. 1583-1598 [doi]
• DBSherlock: A Performance Diagnostic Tool for Transactional DatabasesDong Young Yoon, Ning Niu, Barzan Mozafari. 1599-1614 [doi]
• TARDiS: A Branch-and-Merge Approach To Weak ConsistencyNatacha Crooks, Youer Pu, Nancy Estrada, Trinabh Gupta, Lorenzo Alvisi, Allen Clement. 1615-1628 [doi]
• TicToc: Time Traveling Optimistic Concurrency ControlXiangyao Yu, Andrew Pavlo, Daniel Sanchez, Srinivas Devadas. 1629-1642 [doi]
• Scaling Multicore Databases via Constrained Parallel ExecutionZhaoguo Wang, Shuai Mu, Yang Cui, Han Yi, Haibo Chen, Jinyang Li. 1643-1658 [doi]
• Towards a Non-2PC Transaction Management in Distributed Database SystemsQian Lin, Pengfei Chang, Gang Chen 0001, Beng Chin Ooi, Kian-Lee Tan, Zhengkui Wang. 1659-1674 [doi]
• ERMIA: Fast Memory-Optimized Database System for Heterogeneous WorkloadsKangnyeon Kim, Tianzheng Wang, Ryan Johnson, Ippokratis Pandis. 1675-1687 [doi]
• Transaction Healing: Scaling Optimistic Concurrency Control on MulticoresYingjun Wu, Chee Yong Chan, Kian-Lee Tan. 1689-1704 [doi]
• Enabling Incremental Query Re-OptimizationMengmeng Liu, Zachary G. Ives, Boon Thau Loo. 1705-1720 [doi]
• Sampling-Based Query Re-OptimizationWentao Wu, Jeffrey F. Naughton, Harneet Singh. 1721-1736 [doi]
• A Fast Randomized Algorithm for Multi-Objective Query OptimizationImmanuel Trummer, Christoph Koch 0001. 1737-1752 [doi]
• Operator and Query Progress Estimation in Microsoft SQL Server Live Query StatisticsKukjin Lee, Arnd Christian König, Vivek R. Narasayya, Bolin Ding, Surajit Chaudhuri, Brent Ellwein, Alexey Eksarevskiy, Manbeen Kohli, Jacob Wyant, Praneeta Prakash, Rimma V. Nehme, Jiexing Li, Jeffrey F. Naughton. 1753-1764 [doi]
• Optimization of Nested Queries using the NF2 AlgebraJürgen Hölsch, Michael Grossniklaus, Marc H. Scholl. 1765-1780 [doi]
• Extracting Equivalent SQL from Imperative Code in Database ApplicationsK. Venkatesh Emani, Karthik Ramachandra, Subhro Bhattacharya, S. Sudarshan. 1781-1796 [doi]
• Generating Preview Tables for Entity GraphsNing Yan, Sona Hasani, Abolfazl Asudeh, Chengkai Li. 1797-1811 [doi]
• Speedup Graph Processing by Graph OrderingHao Wei, Jeffrey Xu Yu, Can Lu, Xuemin Lin. 1813-1828 [doi]
• ROLL: Fast In-Memory Generation of Gigantic Scale-free NetworksAli Hadian, Sadegh Nobari, Behrouz Minaei-Bidgoli, Qiang Qu. 1829-1842 [doi]
• Functional Dependencies for GraphsWenfei Fan, Yinghui Wu, Jingbo Xu. 1843-1857 [doi]
• SLING: A Near-Optimal Index Structure for SimRankBoyu Tian, Xiaokui Xiao. 1859-1874 [doi]
• Query Planning for Evaluating SPARQL Property PathsNikolay Yakovets, Parke Godfrey, Jarek Gryz. 1875-1889 [doi]
• Robust Query Processing in Co-Processor-accelerated DatabasesSebastian Breß, Henning Funke, Jens Teubner. 1891-1906 [doi]
• How to Architect a Query CompilerAmir Shaikhha, Yannis Klonatos, Lionel Parreaux, Lewis Brown, Mohammad Dashti, Christoph Koch 0001. 1907-1922 [doi]
• Automated Demand-driven Resource Scaling in Relational Database-as-a-ServiceSudipto Das, Feng Li, Vivek R. Narasayya, Arnd Christian König. 1923-1934 [doi]
• GPL: A GPU-based Pipelined Query Processing EngineJohns Paul, Jiong He, Bingsheng He. 1935-1950 [doi]
• Towards a Hybrid Design for Fast Query Processing in DB2 with BLU Acceleration Using Graphical Processing Units: A Technology DemonstrationSina Meraji, Berni Schiefer, Lan Pham, Lee Chu, Peter Kokosielis, Adam J. Storm, Wayne Young, Chang Ge, Geoffrey Ng, Kajan Kanagaratnam. 1951-1960 [doi]
• An Experimental Comparison of Thirteen Relational Equi-Joins in Main MemoryStefan Schuh, Xiao Chen, Jens Dittrich. 1961-1976 [doi]
• Top-k Relevant Semantic Place Retrieval on Spatial RDF DataJieming Shi, Dingming Wu, Nikos Mamoulis. 1977-1990 [doi]
• Local Similarity Search for Unstructured TextPei Wang, Chuan Xiao, Jianbin Qin, Wei Wang, Xiaoyang Zhang, Yoshiharu Ishikawa. 1991-2005 [doi]
• Similarity Join over Array DataWeijie Zhao, Florin Rusu, Bin Dong, Kesheng Wu. 2007-2022 [doi]
• LazyLSH: Approximate Nearest Neighbor Search for Multiple Distance Functions with a Single IndexYuxin Zheng, Qi Guo, Anthony K. H. Tung, Sai Wu. 2023-2037 [doi]
• Set-based Similarity Search for Time SeriesJinglin Peng, Hongzhi Wang, Jianzhong Li, Hong Gao. 2039-2052 [doi]
• Range-based Obstructed Nearest Neighbor QueriesHuaijie Zhu, Xiaochun Yang, Bin Wang, Wang-Chien Lee. 2053-2068 [doi]
• Rheem: Enabling Multi-Platform Task ExecutionDivy Agrawal, Mouhamadou Lamine Ba, Laure Berti-Equille, Sanjay Chawla, Ahmed K. Elmagarmid, Hossam Hammady, Yasser Idris, Zoi Kaoudi, Zuhair Khayyat, Sebastian Kruse 0001, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Nan Tang 0001, Mohammed J. Zaki. 2069-2072 [doi]
• Emma in Action: Declarative Dataflows for Scalable Data AnalysisAlexander Alexandrov, Andreas Salzmann, Georgi Krastev, Asterios Katsifodimos, Volker Markl. 2073-2076 [doi]
• Wildfire: Concurrent Blazing Data Ingest and AnalyticsRonald Barber, Matt Huras, Guy M. Lohman, C. Mohan, René Müller, Fatma Özcan, Hamid Pirahesh, Vijayshankar Raman, Richard Sidle, Oleg Sidorkin, Adam J. Storm, Yuanyuan Tian, Pinar Tözün. 2077-2080 [doi]
• Efficient Query Processing on Many-core Architectures: A Case Study with Intel Xeon Phi ProcessorXuntao Cheng, Bingsheng He, Mian Lu, Chiew Tong Lau, Huynh Phung Huynh, Rick Siow Mong Goh. 2081-2084 [doi]
• ReproZip: Computational Reproducibility With EaseFernando Chirigati, Rémi Rampin, Dennis Shasha, Juliana Freire. 2085-2088 [doi]
• CLAMS: Bringing Quality to Data LakesMina H. Farid, Alexandra Roatis, Ihab F. Ilyas, Hella-Franziska Hoffmann, Xu Chu. 2089-2092 [doi]
• FERARI: A Prototype for Complex Event Processing over Streaming Multi-cloud PlatformsIoannis Flouris, Vasiliki Manikaki, Nikos Giatrakos, Antonios Deligiannakis, Minos N. Garofalakis, Michael Mock, Sebastian Bothe, Inna Skarbovsky, Fabiana Fournier, Marko Stajcer, Tomislav Krizan, Jonathan Yom-Tov, Taji Curin. 2093-2096 [doi]
• Constance: An Intelligent Data Lake SystemRihan Hai, Sandra Geisler, Christoph Quix. 2097-2100 [doi]
• Exploring Privacy-Accuracy Tradeoffs using DPCompMichael Hay, Ashwin Machanavajjhala, Gerome Miklau, Yan Chen, Dan Zhang, George Bissias. 2101-2104 [doi]
• Interactive Search and Exploration of Waveform Data with SearchlightAlexander Kalinin, Ugur Çetintemel, Stan Zdonik. 2105-2108 [doi]
• Ontology-Based Integration of Streaming and Static Relational Data with OptiqueEvgeny Kharlamov, Sebastian Brandt, Ernesto Jiménez-Ruiz, Yannis Kotidis, Steffen Lamparter, Theofilos Mailis, Christian Neuenstadt, Özgür L. Özçep, Christoph Pinkel, Christoforos Svingos, Dmitriy Zheleznyakov, Ian Horrocks, Yannis E. Ioannidis, Ralf Möller. 2109-2112 [doi]
• The CloudMdsQL Multistore SystemBoyan Kolev, Carlyna Bondiombouy, Patrick Valduriez, Ricardo Jiménez-Peris, Raquel Pau, José Pereira. 2113-2116 [doi]
• ActiveClean: An Interactive Data Cleaning Framework For Modern Machine LearningSanjay Krishnan, Michael J. Franklin, Ken Goldberg, Jiannan Wang, Eugene Wu 0002. 2117-2120 [doi]
• Wander Join: Online Aggregation for JoinsFeifei Li 0001, Bin Wu, Ke Yi, Zhuoyue Zhao. 2121-2124 [doi]
• PerNav: A Route Summarization Framework for Personalized NavigationYaguang Li, Han Su, Ugur Demiryurek, Bolong Zheng, Kai Zeng, Cyrus Shahabi. 2125-2128 [doi]
• Making the Case for Query-by-Voice with EchoQueryGabriel Lyons, Vinh Tran, Carsten Binnig, Ugur Çetintemel, Tim Kraska. 2129-2132 [doi]
• QUEPA: QUerying and Exploring a Polystore by AugmentationAntonio Maccioni, Edoardo Basili, Riccardo Torlone. 2133-2136 [doi]
• REACT: Context-Sensitive Recommendations for Data AnalysisTova Milo, Amit Somech. 2137-2140 [doi]
• PerfEnforce Demonstration: Data Analytics with Performance GuaranteesJennifer Ortiz, Brendan Lee, Magdalena Balazinska. 2141-2144 [doi]
• High-Performance Geospatial Analytics in HyPerSpaceVarun Pandey, Andreas Kipf, Dimitri Vorona, Tobias Mühlbauer, Thomas Neumann 0001, Alfons Kemper. 2145-2148 [doi]
• What Makes a Good Physical plan?: Experiencing Hardware-Conscious Query Optimization with CandombléHolger Pirk, Oscar Moll, Sam Madden. 2149-2152 [doi]
• SnappyData: A Hybrid Transactional Analytical Store Built On SparkJags Ramnarayan, Barzan Mozafari, Sumedh Wale, Sudhir Menon, Neeraj Kumar, Hemant Bhanawat, Soubhik Chakraborty, Yogesh Mahajan, Rishitesh Mishra, Kishor Bachhav. 2153-2156 [doi]
• SourceSight: Enabling Effective Source SelectionTheodoros Rekatsinas, Amol Deshpande, Xin Luna Dong, Lise Getoor, Divesh Srivastava. 2157-2160 [doi]
• BART in Action: Error Generation and Empirical Evaluations of Data-Cleaning SystemsDonatello Santoro, Patricia C. Arocena, Boris Glavic, Giansalvatore Mecca, Renée J. Miller, Paolo Papotti. 2161-2164 [doi]
• RxSpatial: Reactive Spatial Library for Real-Time Location Tracking and ProcessingYouying Shi, Abdeltawab M. Hendawi, Hossam Fattah, Mohamed H. Ali. 2165-2168 [doi]
• Web-based Benchmarks for Forecasting Systems: The ECAST PlatformRobert Ulbricht, Claudio Hartmann, Martin Hahmann, Hilko Donker, Wolfgang Lehner. 2169-2172 [doi]
• Energy Elasticity on Heterogeneous Hardware using Adaptive Resource Reconfiguration LIVEAnnett Ungethüm, Thomas Kissinger, Willi-Wolfram Mentzel, Dirk Habich, Wolfgang Lehner. 2173-2176 [doi]
• QFix: Demonstrating Error Diagnosis in Query HistoriesXiaolan Wang, Alexandra Meliou, Eugene Wu 0002. 2177-2180 [doi]
• CoDAR: Revealing the Generalized Procedure & Recommending Algorithms of Community DetectionXiang Ying, Chaokun Wang, Meng Wang, Jeffrey Xu Yu, Jun Zhang. 2181-2184 [doi]
• DB-Risk: The Game of Global Database PlacementVictor Zakhary, Faisal Nawab, Divyakant Agrawal, Amr El Abbadi. 2185-2188 [doi]
• Quegel: A General-Purpose System for Querying Big GraphsQizhen Zhang, Da Yan, James Cheng. 2189-2192 [doi]
• Introduction to Spark 2.0 for Database ResearchersMichael Armbrust, Doug Bateman, Reynold Xin, Matei Zaharia. 2193-2194 [doi]
• Design Tradeoffs of Data Access MethodsManos Athanassoulis, Stratos Idreos. 2195-2200 [doi]
• Data Cleaning: Overview and Emerging ChallengesXu Chu, Ihab F. Ilyas, Sanjay Krishnan, Jiannan Wang. 2201-2206 [doi]
• Querying Geo-Textual Data: Spatial Keyword Queries and BeyondGao Cong, Christian S. Jensen. 2207-2212 [doi]
• Provenance: On and Behind the ScreensMelanie Herschel, Marcel Hlawatsch. 2213-2217 [doi]
• Microblogs Data Management Systems: Querying, Analysis, and VisualizationMohamed F. Mokbel, Amr Magdy 0001. 2219-2222 [doi]
• The Challenges of Global-scale Data ManagementFaisal Nawab, Divyakant Agrawal, Amr El Abbadi. 2223-2227 [doi]
• Semistructured Models, Queries and Algebras in the Big Data Era: Tutorial SummaryYannis Papakonstantinou. 2229-2233 [doi]
• Automatic Entity Recognition and Typing in Massive Text DataXiang Ren, Ahmed El-Kishky, Heng Ji, Jiawei Han. 2235-2239 [doi]
• Big Graph Analytics SystemsDa Yan, Yingyi Bu, Yuanyuan Tian, Amol Deshpande, James Cheng. 2241-2243 [doi]
• Constructing Join Histograms from Histograms with q-error GuaranteesKaleb Alway, Anisoara Nica. 2245-2246 [doi]
• Graph Summarization for Geo-correlated Trends Detection in Social NetworksColin Biafore, Faisal Nawab. 2247-2248 [doi]
• M3: Scaling Up Machine Learning via Memory MappingDezhi Fang, Duen Horng Chau. 2249-2250 [doi]
• K-means Split Revisited: Well-grounded Approach and Experimental EvaluationValentin Grigorev, George Chernishev. 2251-2252 [doi]
• Main Memory Adaptive DenormalizationZezhou Liu, Stratos Idreos. 2253-2254 [doi]
• Adaptive Data Skipping in Main-Memory SystemsWilson Qin, Stratos Idreos. 2255-2256 [doi]
• Searching Web Data using MinHash LSHBiChen Rao, Erkang Zhu. 2257-2258 [doi]
• Research Contribution as a Measure of InfluenceLais M. A. Rocha, Mirella M. Moro. 2259-2260 [doi]
• Vectorizing an In Situ Query EnginePanagiotis Sioulas, Anastasia Ailamaki. 2261-2262 [doi]
• Exploring Visualization of Data TransformsLarry Xu. 2263-2264 [doi]
• Minimizing Average Regret Ratio in DatabaseSepanta Zeighami, Raymond Chi-Wing Wong. 2265-2266 [doi]