Title/Authors | Title | Research Artifacts
[?] A research
artifact is any by-product of a research project that is not
directly included in the published research paper. In Computer
Science research this is often source code and data sets, but
it could also be media, documentation, inputs to proof
assistants, shell-scripts to run experiments, etc.
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Shasta: Interactive Reporting At Scale Gokul 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 |
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The Challenges of Global-scale Data Management Faisal Nawab, Divyakant Agrawal, Amr El Abbadi |
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Quickr: Lazily Approximating Complex AdHoc Queries in BigData Clusters Srikanth Kandula, Anil Shanbhag, Aleksandar Vitorovic, Matthaios Olma, Robert Grandl, Surajit Chaudhuri, Bolin Ding |
Quickr: Lazily Approximating Complex AdHoc Queries in BigData Clusters Details |
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Extracting Databases from Dark Data with DeepDive Ce Zhang, Jaeho Shin, Christopher Ré, Michael J. Cafarella, Feng Niu |
Extracting Databases from Dark Data with DeepDive Details |
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Topic Exploration in Spatio-Temporal Document Collections Kaiqi Zhao, Lisi Chen, Gao Cong |
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Hybrid Pulling/Pushing for I/O-Efficient Distributed and Iterative Graph Computing Zhigang Wang, Yu Gu, Yubin Bao, Ge Yu, Jeffrey Xu Yu |
Hybrid Pulling/Pushing for I/O-Efficient Distributed and Iterative Graph Computing Details |
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Wander Join: Online Aggregation for Joins Feifei Li, Bin Wu, Ke Yi, Zhuoyue Zhao |
Wander Join: Online Aggregation for Joins Details |
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Enabling Incremental Query Re-Optimization Mengmeng Liu, Zachary G. Ives, Boon Thau Loo |
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Wander Join: Online Aggregation via Random Walks Feifei Li, Bin Wu, Ke Yi, Zhuoyue Zhao |
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Scaling Multicore Databases via Constrained Parallel Execution Zhaoguo Wang, Shuai Mu, Yang Cui, Han Yi, Haibo Chen, Jinyang Li |
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ReproZip: Computational Reproducibility With Ease Fernando Chirigati, Rémi Rampin, Dennis E. Shasha, Juliana Freire |
ReproZip: Computational Reproducibility With Ease Details |
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Local Similarity Search for Unstructured Text Pei Wang, Chuan Xiao, Jianbin Qin, Wei Wang, Xiaoyang Zhang, Yoshiharu Ishikawa |
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Constance: An Intelligent Data Lake System Rihan Hai, Sandra Geisler, Christoph Quix |
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ParTime: Parallel Temporal Aggregation Markus Pilman, Martin Kaufmann, Florian Köhl, Donald Kossmann, Damien Profeta |
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Tomer Sagi, Avigdor Gal, Omer Barkol, Ruth Bergman, Alexander Avram |
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CLAMS: Bringing Quality to Data Lakes Mina H. Farid, Alexandra Roatis, Ihab F. Ilyas, Hella-Franziska Hoffmann, Xu Chu |
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A Fast Randomized Algorithm for Multi-Objective Query Optimization Immanuel Trummer, Christoph Koch |
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Introduction to Spark 2.0 for Database Researchers Michael Armbrust, Doug Bateman, Reynold Xin, Matei Zaharia |
Introduction to Spark 2.0 for Database Researchers Details |
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Graph Analytics Through Fine-Grained Parallelism Zechao Shang, Feifei Li, Jeffrey Xu Yu, Zhiwei Zhang, Hong Cheng |
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Interactive and Deterministic Data Cleaning Jian He, Enzo Veltri, Donatello Santoro, Guoliang Li, Giansalvatore Mecca, Paolo Papotti, Nan Tang |
Interactive and Deterministic Data Cleaning Details |
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Truss Decomposition of Probabilistic Graphs: Semantics and Algorithms Xin Huang, Wei Lu, Laks V. S. Lakshmanan |
Truss Decomposition of Probabilistic Graphs: Semantics and Algorithms Details |
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Fast Multi-Column Sorting in Main-Memory Column-Stores Wenjian Xu, Ziqiang Feng, Eric Lo |
Fast Multi-Column Sorting in Main-Memory Column-Stores Details |
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Design Principles for Scaling Multi-core OLTP Under High Contention Kun Ren, Jose M. Faleiro, Daniel J. Abadi |
Design Principles for Scaling Multi-core OLTP Under High Contention Details |
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Practical Private Range Search Revisited Ioannis Demertzis, Stavros Papadopoulos, Odysseas Papapetrou, Antonios Deligiannakis, Minos N. Garofalakis |
Practical Private Range Search Revisited Details |
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Generating Preview Tables for Entity Graphs Ning Yan, Sona Hasani, Abolfazl Asudeh, Chengkai Li |
Generating Preview Tables for Entity Graphs Details |
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Reducing the Storage Overhead of Main-Memory OLTP Databases with Hybrid Indexes Huanchen Zhang, David G. Andersen, Andrew Pavlo, Michael Kaminsky, Lin Ma, Rui Shen |
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FERARI: A Prototype for Complex Event Processing over Streaming Multi-cloud Platforms Ioannis 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 |
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Estimating the Impact of Unknown Unknowns on Aggregate Query Results Yeounoh Chung, Michael Lind Mortensen, Carsten Binnig, Tim Kraska |
Estimating the Impact of Unknown Unknowns on Aggregate Query Results Details |
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GeckoFTL: Scalable Flash Translation Techniques For Very Large Flash Devices Niv Dayan, Philippe Bonnet, Stratos Idreos |
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Efficient Query Processing on Many-core Architectures: A Case Study with Intel Xeon Phi Processor Xuntao Cheng, Bingsheng He, Mian Lu, Chiew Tong Lau, Huynh Phung Huynh, Rick Siow Mong Goh |
Efficient Query Processing on Many-core Architectures: A Case Study with Intel Xeon Phi Processor Details |
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Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads Joy Arulraj, Andrew Pavlo, Prashanth Menon |
Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads Details |
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Adaptive Indexing over Encrypted Numeric Data Panagiotis Karras, Artyom Nikitin, Muhammad Saad, Rudrika Bhatt, Denis Antyukhov, Stratos Idreos |
Adaptive Indexing over Encrypted Numeric Data Details |
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Augmented Sketch: Faster and More Accurate Stream Processing Pratanu Roy, Arijit Khan, Gustavo Alonso |
Augmented Sketch: Faster and More Accurate Stream Processing Details |
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SQLShare: Results from a Multi-Year SQL-as-a-Service Experiment Shrainik Jain, Dominik Moritz, Daniel Halperin, Bill Howe, Ed Lazowska |
SQLShare: Results from a Multi-Year SQL-as-a-Service Experiment Details |
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SQL Schema Design: Foundations, Normal Forms, and Normalization Henning Köhler, Sebastian Link |
SQL Schema Design: Foundations, Normal Forms, and Normalization Details |
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Da Yan, Yingyi Bu, Yuanyuan Tian, Amol Deshpande, James Cheng |
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DUALSIM: Parallel Subgraph Enumeration in a Massive Graph on a Single Machine Hyeonji Kim, Juneyoung Lee, Sourav S. Bhowmick, Wook-Shin Han, Jeong-Hoon Lee, Seongyun Ko, Moath H. A. Jarrah |
DUALSIM: Parallel Subgraph Enumeration in a Massive Graph on a Single Machine Details |
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Main Memory Adaptive Denormalization Zezhou Liu, Stratos Idreos |
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Stop-and-Stare: Optimal Sampling Algorithms for Viral Marketing in Billion-scale Networks Hung T. Nguyen, My T. Thai, Thang N. Dinh |
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Adaptive Data Skipping in Main-Memory Systems Wilson Qin, Stratos Idreos |
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Research Contribution as a Measure of Influence Lais M. A. Rocha, Mirella M. Moro |
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Streaming Algorithms for Robust Distinct Elements Di Chen, Qin Zhang |
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Transaction Healing: Scaling Optimistic Concurrency Control on Multicores Yingjun Wu, Chee Yong Chan, Kian-Lee Tan |
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A Hybrid B+-tree as Solution for In-Memory Indexing on CPU-GPU Heterogeneous Computing Platforms Amirhesam Shahvarani, Hans-Arno Jacobsen |
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Closing the functional and Performance Gap between SQL and NoSQL Zhen Hua Liu, Beda Christoph Hammerschmidt, Doug McMahon, Ying Liu, Hui Joe Chang |
Closing the functional and Performance Gap between SQL and NoSQL Details |
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Robust Query Processing in Co-Processor-accelerated Databases Sebastian Breß, Henning Funke, Jens Teubner |
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SnappyData: A Hybrid Transactional Analytical Store Built On Spark Jags Ramnarayan, Barzan Mozafari, Sumedh Wale, Sudhir Menon, Neeraj Kumar, Hemant Bhanawat, Soubhik Chakraborty, Yogesh Mahajan, Rishitesh Mishra, Kishor Bachhav |
SnappyData: A Hybrid Transactional Analytical Store Built On Spark Details |
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Extracting Equivalent SQL from Imperative Code in Database Applications K. Venkatesh Emani, Karthik Ramachandra, Subhro Bhattacharya, S. Sudarshan |
Extracting Equivalent SQL from Imperative Code in Database Applications Details |
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Functional Dependencies for Graphs Wenfei Fan, Yinghui Wu, Jingbo Xu |
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M3: Scaling Up Machine Learning via Memory Mapping Dezhi Fang, Duen Horng Chau |
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VectorH: Taking SQL-on-Hadoop to the Next Level Andrei Costea, Adrian Ionescu, Bogdan Raducanu, Michal Switakowski, Cristian Bârca, Juliusz Sompolski, Alicja Luszczak, Michal Szafranski, Giel de Nijs, Peter A. Boncz |
VectorH: Taking SQL-on-Hadoop to the Next Level Details |
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Datometry Hyper-Q: Bridging the Gap Between Real-Time and Historical Analytics Lyublena Antova, Rhonda Baldwin, Derrick Bryant, Tuan Cao, Michael Duller, John Eshleman, Zhongxian Gu, Entong Shen, Mohamed A. Soliman, F. Michael Waas |
Datometry Hyper-Q: Bridging the Gap Between Real-Time and Historical Analytics Details |
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Microblogs Data Management Systems: Querying, Analysis, and Visualization Mohamed F. Mokbel, Amr Magdy |
Microblogs Data Management Systems: Querying, Analysis, and Visualization Details |
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T-Part: Partitioning of Transactions for Forward-Pushing in Deterministic Database Systems Shan-Hung Wu, Tsai-Yu Feng, Meng-Kai Liao, Shao-Kan Pi, Yu-Shan Lin |
T-Part: Partitioning of Transactions for Forward-Pushing in Deterministic Database Systems Details |
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Learning-Based Cleansing for Indoor RFID Data Asif Iqbal Baba, Manfred Jaeger, Hua Lu, Torben Bach Pedersen, Wei-Shinn Ku, Xike Xie |
Learning-Based Cleansing for Indoor RFID Data Details |
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Accelerating Relational Databases by Leveraging Remote Memory and RDMA Feng Li, Sudipto Das, Manoj Syamala, Vivek R. Narasayya |
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GTS: A Fast and Scalable Graph Processing Method based on Streaming Topology to GPUs Min-Soo Kim, Kyuhyeon An, Himchan Park, Hyunseok Seo, Jinwook Kim |
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BART in Action: Error Generation and Empirical Evaluations of Data-Cleaning Systems Donatello Santoro, Patricia C. Arocena, Boris Glavic, Giansalvatore Mecca, Renée J. Miller, Paolo Papotti |
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Miao Qiao, Junhao Gan, Yufei Tao |
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Goods: Organizing Google's Datasets Alon Y. Halevy, Flip Korn, Natalya Fridman Noy, Christopher Olston, Neoklis Polyzotis, Sudip Roy, Steven Euijong Whang |
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Web-based Benchmarks for Forecasting Systems: The ECAST Platform Robert Ulbricht, Claudio Hartmann, Martin Hahmann, Hilko Donker, Wolfgang Lehner |
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Constructing Join Histograms from Histograms with q-error Guarantees Kaleb Alway, Anisoara Nica |
Constructing Join Histograms from Histograms with q-error Guarantees Details |
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Similarity Join over Array Data Weijie Zhao, Florin Rusu, Bin Dong, Kesheng Wu |
Similarity Join over Array Data Details |
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Building Machine Learning Systems that Understand Jeff Dean |
Building Machine Learning Systems that Understand Details |
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An Experimental Comparison of Thirteen Relational Equi-Joins in Main Memory Stefan Schuh, Xiao Chen, Jens Dittrich |
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Realtime Data Processing at Facebook Guoqiang Jerry Chen, Janet L. Wiener, Shridhar Iyer, Anshul Jaiswal, Ran Lei, Nikhil Simha, Wei Wang, Kevin Wilfong, Tim Williamson, Serhat Yilmaz |
Realtime Data Processing at Facebook Details |
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Graph Indexing for Shortest-Path Finding over Dynamic Sub-Graphs Mohamed S. Hassan, Walid G. Aref, Ahmed M. Aly |
Graph Indexing for Shortest-Path Finding over Dynamic Sub-Graphs Details |
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DB-Risk: The Game of Global Database Placement Victor Zakhary, Faisal Nawab, Divyakant Agrawal, Amr El Abbadi |
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Adding Counting Quantifiers to Graph Patterns Wenfei Fan, Yinghui Wu, Jingbo Xu |
Adding Counting Quantifiers to Graph Patterns Details |
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SHARE Interface in Flash Storage for Relational and NoSQL Databases Gihwan Oh, Chiyoung Seo, Ravi Mayuram, Yang-Suk Kee, Sang-Won Lee |
SHARE Interface in Flash Storage for Relational and NoSQL Databases Details |
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Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation Harald Lang, Tobias Mühlbauer, Florian Funke, Peter A. Boncz, Thomas Neumann, Alfons Kemper |
Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation Details |
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FluxQuery: An Execution Framework for Highly Interactive Query Workloads Roee Ebenstein, Niranjan Kamat, Arnab Nandi |
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Continuous Influence Maximization: What Discounts Should We Offer to Social Network Users? Yu Yang, Xiangbo Mao, Jian Pei, Xiaofei He |
Continuous Influence Maximization: What Discounts Should We Offer to Social Network Users? Details |
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GPL: A GPU-based Pipelined Query Processing Engine Johns Paul, Jiong He, Bingsheng He |
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Sina Meraji, Berni Schiefer, Lan Pham, Lee Chu, Peter Kokosielis, Adam J. Storm, Wayne Young, Chang Ge, Geoffrey Ng, Kajan Kanagaratnam |
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Automatic Entity Recognition and Typing in Massive Text Data Xiang Ren, Ahmed El-Kishky, Heng Ji, Jiawei Han |
Automatic Entity Recognition and Typing in Massive Text Data Details |
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Graph Stream Summarization: From Big Bang to Big Crunch Nan Tang, Qing Chen, Prasenjit Mitra |
Graph Stream Summarization: From Big Bang to Big Crunch Details |
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Rheem: Enabling Multi-Platform Task Execution Divy Agrawal, Mouhamadou Lamine Ba, Laure Berti-Équille, Sanjay Chawla, Ahmed K. Elmagarmid, Hossam Hammady, Yasser Idris, Zoi Kaoudi, Zuhair Khayyat, Sebastian Kruse, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Nan Tang, Mohammed J. Zaki |
Rheem: Enabling Multi-Platform Task Execution Details |
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Set-based Similarity Search for Time Series Jinglin Peng, Hongzhi Wang, Jianzhong Li, Hong Gao |
Set-based Similarity Search for Time Series Details |
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Low-Overhead Asynchronous Checkpointing in Main-Memory Database Systems Kun Ren, Thaddeus Diamond, Daniel J. Abadi, Alexander Thomson |
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Yang Chen, Sean Goldberg, Daisy Zhe Wang, Soumitra Siddharth Johri |
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Top-k Relevant Semantic Place Retrieval on Spatial RDF Data Jieming Shi, Dingming Wu, Nikos Mamoulis |
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SLING: A Near-Optimal Index Structure for SimRank Boyu Tian, Xiaokui Xiao |
SLING: A Near-Optimal Index Structure for SimRank Details |
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Design Tradeoffs of Data Access Methods Manos Athanassoulis, Stratos Idreos |
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Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach Chengliang Chai, Guoliang Li, Jian Li, Dong Deng, Jianhua Feng |
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Energy Elasticity on Heterogeneous Hardware using Adaptive Resource Reconfiguration LIVE Annett Ungethüm, Thomas Kissinger, Willi-Wolfram Mentzel, Dirk Habich, Wolfgang Lehner |
Energy Elasticity on Heterogeneous Hardware using Adaptive Resource Reconfiguration LIVE Details |
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Vectorizing an In Situ Query Engine Panagiotis Sioulas, Anastasia Ailamaki |
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An Efficient MapReduce Cube Algorithm for Varied DataDistributions Tova Milo, Eyal Altshuler |
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Sequential Data Cleaning: A Statistical Approach Aoqian Zhang, Shaoxu Song, Jianmin Wang |
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Publishing Attributed Social Graphs with Formal Privacy Guarantees Zach Jorgensen, Ting Yu, Graham Cormode |
Publishing Attributed Social Graphs with Formal Privacy Guarantees Details |
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RDFind: Scalable Conditional Inclusion Dependency Discovery in RDF Datasets Sebastian Kruse, Anja Jentzsch, Thorsten Papenbrock, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Felix Naumann |
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The Snowflake Elastic Data Warehouse Benoît 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 |
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Querying Geo-Textual Data: Spatial Keyword Queries and Beyond Gao Cong, Christian S. Jensen |
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Data Polygamy: The Many-Many Relationships among Urban Spatio-Temporal Data Sets Fernando Chirigati, Harish Doraiswamy, Theodoros Damoulas, Juliana Freire |
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Page As You Go: Piecewise Columnar Access In SAP HANA Reza Sherkat, Colin Florendo, Mihnea Andrei, Anil K. Goel, Anisoara Nica, Peter Bumbulis, Ivan Schreter, Günter Radestock, Christian Bensberg, Daniel Booss, Heiko Gerwens |
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THEMIS: Fairness in Federated Stream Processing under Overload Evangelia Kalyvianaki, Marco Fiscato, Theodoros Salonidis, Peter R. Pietzuch |
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UpBit: Scalable In-Memory Updatable Bitmap Indexing Manos Athanassoulis, Zheng Yan, Stratos Idreos |
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Constraint-Variance Tolerant Data Repairing Shaoxu Song, Han Zhu, Jianmin Wang |
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SABER: Window-Based Hybrid Stream Processing for Heterogeneous Architectures Alexandros Koliousis, Matthias Weidlich, Raul Castro Fernandez, Alexander L. Wolf, Paolo Costa, Peter R. Pietzuch |
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How to Architect a Query Compiler Amir Shaikhha, Yannis Klonatos, Lionel Parreaux, Lewis Brown, Mohammad Dashti, Christoph Koch |
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Time Adaptive Sketches (Ada-Sketches) for Summarizing Data Streams Anshumali Shrivastava, Arnd Christian König, Mikhail Bilenko |
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Principled Evaluation of Differentially Private Algorithms using DPBench Michael Hay, Ashwin Machanavajjhala, Gerome Miklau, Yan Chen, Dan Zhang |
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Sampling-Based Query Re-Optimization Wentao Wu, Jeffrey F. Naughton, Harneet Singh |
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What Makes a Good Physical plan?: Experiencing Hardware-Conscious Query Optimization with Candomblé Holger Pirk, Oscar Moll, Sam Madden |
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SourceSight: Enabling Effective Source Selection Theodoros Rekatsinas, Amol Deshpande, Xin Luna Dong, Lise Getoor, Divesh Srivastava |
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Minimizing Average Regret Ratio in Database Sepanta Zeighami, Raymond Chi-Wing Wong |
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PrivTree: A Differentially Private Algorithm for Hierarchical Decompositions Jun Zhang, Xiaokui Xiao, Xing Xie |
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Learning Linear Regression Models over Factorized Joins Maximilian Schleich, Dan Olteanu, Radu Ciucanu |
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Dynamic Prefetching of Data Tiles for Interactive Visualization Leilani Battle, Remco Chang, Michael Stonebraker |
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Efficient Subgraph Matching by Postponing Cartesian Products Fei Bi, Lijun Chang, Xuemin Lin, Lu Qin, Wenjie Zhang |
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