| 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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A Rating-Ranking Method for Crowdsourced Top-k Computation Kaiyu Li, Xiaohang Zhang, Guoliang Li |
A Rating-Ranking Method for Crowdsourced Top-k Computation Details |
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Dynamic Pricing in Spatial Crowdsourcing: A Matching-Based Approach Yongxin Tong, Libin Wang, Zimu Zhou, Lei Chen, Bowen Du, Jieping Ye |
Dynamic Pricing in Spatial Crowdsourcing: A Matching-Based Approach Details |
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Data Citation: Giving Credit Where Credit is Due Yinjun Wu, Abdussalam Alawini, Susan B. Davidson, Gianmaria Silvello |
Data Citation: Giving Credit Where Credit is Due Details |
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Catching Numeric Inconsistencies in Graphs Wenfei Fan, Xueli Liu, Ping Lu, Chao Tian |
Catching Numeric Inconsistencies in Graphs Details |
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Deeper: A Data Enrichment System Powered by Deep Web Pei Wang, Yongjun He, Ryan Shea, Jiannan Wang, Eugene Wu |
Deeper: A Data Enrichment System Powered by Deep Web Details |
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Fonduer: Knowledge Base Construction from Richly Formatted Data Sen Wu, Luke Hsiao, Xiao Cheng, Braden Hancock, Theodoros Rekatsinas, Philip Levis, Christopher Ré |
Fonduer: Knowledge Base Construction from Richly Formatted Data Details |
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ZigZag: Supporting Similarity Queries on Vector Space Models Wenhai Li, Lingfeng Deng, Yang Li, Chen Li |
ZigZag: Supporting Similarity Queries on Vector Space Models Details |
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Meta-Dataflows: Efficient Exploratory Dataflow Jobs Raul Castro Fernandez, William Culhane, Pijika Watcharapichat, Matthias Weidlich, Victoria Lopez Morales, Peter R. Pietzuch |
Meta-Dataflows: Efficient Exploratory Dataflow Jobs Details |
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DPaxos: Managing Data Closer to Users for Low-Latency and Mobile Applications Faisal Nawab, Divyakant Agrawal, Amr El Abbadi |
DPaxos: Managing Data Closer to Users for Low-Latency and Mobile Applications Details |
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Amazon Aurora: On Avoiding Distributed Consensus for I/Os, Commits, and Membership Changes Alexandre Verbitski, Anurag Gupta, Debanjan Saha, James Corey, Kamal Gupta, Murali Brahmadesam, Raman Mittal, Sailesh Krishnamurthy, Sandor Maurice, Tengiz Kharatishvili, Xiaofeng Bao |
Amazon Aurora: On Avoiding Distributed Consensus for I/Os, Commits, and Membership Changes Details |
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GRFusion: Graphs as First-Class Citizens in Main-Memory Relational Database Systems Mohamed S. Hassan, Tatiana Kuznetsova, Hyun Chai Jeong, Walid G. Aref, Mohammad Sadoghi |
GRFusion: Graphs as First-Class Citizens in Main-Memory Relational Database Systems Details |
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Soyee Choi |
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Automatically Leveraging MapReduce Frameworks for Data-Intensive Applications Maaz Bin Safeer Ahmad, Alvin Cheung |
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GExp: Cost-aware Graph Exploration with Keywords Mohammad Hossein Namaki, Yinghui Wu, Xin Zhang |
GExp: Cost-aware Graph Exploration with Keywords Details |
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DITA: A Distributed In-Memory Trajectory Analytics System Zeyuan Shang, Guoliang Li, Zhifeng Bao |
DITA: A Distributed In-Memory Trajectory Analytics System Details |
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Eric A. Brewer |
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Zhongle Xie, Qingchao Cai, Fei He, Gene Yan Ooi, Weilong Huang, Beng Chin Ooi |
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Worst Case Optimal Joins on Relational and XML data Yuxing Chen |
Worst Case Optimal Joins on Relational and XML data Details |
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Robust, Scalable, Real-Time Event Time Series Aggregation at Twitter Peilin Yang, Srikanth Thiagarajan, Jimmy Lin |
Robust, Scalable, Real-Time Event Time Series Aggregation at Twitter Details |
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When Hierarchy Meets 2-Hop-Labeling: Efficient Shortest Distance Queries on Road Networks Dian Ouyang, Lu Qin, Lijun Chang, Xuemin Lin, Ying Zhang, Qing Zhu |
When Hierarchy Meets 2-Hop-Labeling: Efficient Shortest Distance Queries on Road Networks Details |
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Discovering Graph Functional Dependencies Wenfei Fan, Chunming Hu, Xueli Liu, Ping Lu |
Discovering Graph Functional Dependencies Details |
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Algorithmic Aspects of Parallel Query Processing Paris Koutris, Semih Salihoglu, Dan Suciu |
Algorithmic Aspects of Parallel Query Processing Details |
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This is a tutorial based on the following survey: Paraschos Koutris, Semih Salihoglu, Dan Suciu: Algorithmic Aspects of Parallel Data Processing. Foundations and Trends in Databases 8(4): 239-370 (2018)
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RushMon: Real-time Isolation Anomalies Monitoring Zechao Shang, Jeffrey Xu Yu, Aaron J. Elmore |
RushMon: Real-time Isolation Anomalies Monitoring Details |
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Deep Learning for Entity Matching: A Design Space Exploration Sidharth Mudgal, Han Li, Theodoros Rekatsinas, AnHai Doan, Youngchoon Park, Ganesh Krishnan, Rohit Deep, Esteban Arcaute, Vijay Raghavendra |
Deep Learning for Entity Matching: A Design Space Exploration Details |
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Interactive Visual Exploration of Spatio-Temporal Urban Data Sets using Urbane Harish Doraiswamy, Eleni Tzirita Zacharatou, Fabio Miranda, Marcos Lage, Anastasia Ailamaki, Cláudio T. Silva, Juliana Freire |
Interactive Visual Exploration of Spatio-Temporal Urban Data Sets using Urbane Details |
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This SIGMOD demo uses RasterJoin, a new approach to computing spatial aggregation that leverages the graphics pipeline in graphics hardware (GPU) to attain interactive response times. Details about RasterJoin were published at pVLDB.
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Incremental View Maintenance with Triple Lock Factorization Benefits Milos Nikolic, Dan Olteanu |
Incremental View Maintenance with Triple Lock Factorization Benefits Details |
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Columnstore and B+ tree - Are Hybrid Physical Designs Important? Adam Dziedzic, Jingjing Wang, Sudipto Das, Bolin Ding, Vivek R. Narasayya, Manoj Syamala |
Columnstore and B+ tree - Are Hybrid Physical Designs Important? Details |
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Computation Reuse in Analytics Job Service at Microsoft Alekh Jindal, Shi Qiao, Hiren Patel, Zhicheng Yin, Jieming Di, Malay Bag, Marc Friedman, Yifung Lin, Konstantinos Karanasos, Sriram Rao |
Computation Reuse in Analytics Job Service at Microsoft Details |
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Practical and Secure Substring Search Florian Hahn, Nicolas Loza, Florian Kerschbaum |
Practical and Secure Substring Search Details |
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Approximate Triangle Count and Clustering Coefficient Siddharth Bhatia |
Approximate Triangle Count and Clustering Coefficient Details |
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Carousel: Low-Latency Transaction Processing for Globally-Distributed Data Xinan Yan, Linguan Yang, Hongbo Zhang, Xiayue Charles Lin, Bernard Wong, Kenneth Salem, Tim Brecht |
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Interactive Demonstration of Probabilistic Predicates Yao Lu, Srikanth Kandula, Surajit Chaudhuri |
Interactive Demonstration of Probabilistic Predicates Details |
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Efficient Top-K Query Processing on Massively Parallel Hardware Anil Shanbhag, Holger Pirk, Samuel Madden |
Efficient Top-K Query Processing on Massively Parallel Hardware Details |
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Incremental View Maintenance for Property Graph Queries Gábor Szárnyas |
Incremental View Maintenance for Property Graph Queries Details |
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RP-DBSCAN: A Superfast Parallel DBSCAN Algorithm Based on Random Partitioning Hwanjun Song, Jae-Gil Lee |
RP-DBSCAN: A Superfast Parallel DBSCAN Algorithm Based on Random Partitioning Details |
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Subjective Knowledge Base Construction Powered By Crowdsourcing and Knowledge Base Hao Xin, Rui Meng, Lei Chen |
Subjective Knowledge Base Construction Powered By Crowdsourcing and Knowledge Base Details |
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IoT-Detective: Analyzing IoT Data Under Differential Privacy Sameera Ghayyur, Yan Chen, Roberto Yus, Ashwin Machanavajjhala, Michael Hay, Gerome Miklau, Sharad Mehrotra |
IoT-Detective: Analyzing IoT Data Under Differential Privacy Details |
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(Artificial) Mind over Matter: Integrating Humans and Algorithms in Solving Matching Problems Roee Shraga |
(Artificial) Mind over Matter: Integrating Humans and Algorithms in Solving Matching Problems Details |
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How to Architect a Query Compiler, Revisited Ruby Y. Tahboub, Grégory M. Essertel, Tiark Rompf |
How to Architect a Query Compiler, Revisited Details |
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DimBoost: Boosting Gradient Boosting Decision Tree to Higher Dimensions Jiawei Jiang, Bin Cui, Ce Zhang, Fangcheng Fu |
DimBoost: Boosting Gradient Boosting Decision Tree to Higher Dimensions Details |
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DeepEye: Creating Good Data Visualizations by Keyword Search Yuyu Luo, Xuedi Qin, Nan Tang, Guoliang Li, Xinran Wang |
DeepEye: Creating Good Data Visualizations by Keyword Search Details |
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Survivability of Cloud Databases - Factors and Prediction Jose Picado, Willis Lang, Edward C. Thayer |
Survivability of Cloud Databases - Factors and Prediction Details |
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Marginal Release Under Local Differential Privacy Graham Cormode, Tejas Kulkarni, Divesh Srivastava |
Marginal Release Under Local Differential Privacy Details |
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FastQRE: Fast Query Reverse Engineering Dmitri V. Kalashnikov, Laks V. S. Lakshmanan, Divesh Srivastava |
FastQRE: Fast Query Reverse Engineering Details |
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Transform-Data-by-Example (TDE): Extensible Data Transformation in Excel Yeye He, Kris Ganjam, Kukjin Lee, Yue Wang, Vivek R. Narasayya, Surajit Chaudhuri, Xu Chu, Yudian Zheng |
Transform-Data-by-Example (TDE): Extensible Data Transformation in Excel Details |
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Niv Dayan, Stratos Idreos |
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Workload-Aware CPU Performance Scaling for Transactional Database Systems Mustafa Korkmaz, Martin Karsten, Kenneth Salem, Semih Salihoglu |
Workload-Aware CPU Performance Scaling for Transactional Database Systems Details |
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ACID: A System for Computing Approximate Certain Query Answers over Incomplete Databases Nicola Fiorentino, Sergio Greco, Cristian Molinaro, Irina Trubitsyna |
ACID: A System for Computing Approximate Certain Query Answers over Incomplete Databases Details |
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RAPID: In-Memory Analytical Query Processing Engine with Extreme Performance per Watt Cagri Balkesen, Nitin Kunal, Georgios Giannikis, Pit Fender, Seema Sundara, Felix Schmidt, Jarod Wen, Sandeep R. Agrawal, Arun Raghavan, Venkatanathan Varadarajan, Anand Viswanathan, Balakrishnan Chandrasekaran, Sam Idicula, Nipun Agarwal, Eric Sedlar |
RAPID: In-Memory Analytical Query Processing Engine with Extreme Performance per Watt Details |
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EKTELO: A Framework for Defining Differentially-Private Computations Dan Zhang, Ryan McKenna, Ios Kotsogiannis, Michael Hay, Ashwin Machanavajjhala, Gerome Miklau |
EKTELO: A Framework for Defining Differentially-Private Computations Details |
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Managing Non-Volatile Memory in Database Systems Alexander van Renen, Viktor Leis, Alfons Kemper, Thomas Neumann, Takushi Hashida, Kazuichi Oe, Yoshiyasu Doi, Lilian Harada, Mitsuru Sato |
Managing Non-Volatile Memory in Database Systems Details |
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Fine-grained Concept Linking using Neural Networks in Healthcare Jian Dai, Meihui Zhang, Gang Chen, Ju Fan, Kee Yuan Ngiam, Beng Chin Ooi |
Fine-grained Concept Linking using Neural Networks in Healthcare Details |
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Adaptive Energy-Control for In-Memory Database Systems Thomas Kissinger, Dirk Habich, Wolfgang Lehner |
Adaptive Energy-Control for In-Memory Database Systems Details |
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Data Sketches for Disaggregated Subset Sum and Frequent Item Estimation Daniel Ting |
Data Sketches for Disaggregated Subset Sum and Frequent Item Estimation Details |
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Robust Entity Resolution using Random Graphs Sainyam Galhotra, Donatella Firmani, Barna Saha, Divesh Srivastava |
Robust Entity Resolution using Random Graphs Details |
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FREDDY: Fast Word Embeddings in Database Systems Michael Günther |
FREDDY: Fast Word Embeddings in Database Systems Details |
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A Nutritional Label for Rankings Ke Yang, Julia Stoyanovich, Abolfazl Asudeh, Bill Howe, H. V. Jagadish, Gerome Miklau |
A Nutritional Label for Rankings Details |
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G-CORE: A Core for Future Graph Query Languages Renzo Angles, Marcelo Arenas, Pablo Barceló, Peter A. Boncz, George H. L. Fletcher, Claudio Gutierrez, Tobias Lindaaker, Marcus Paradies, Stefan Plantikow, Juan F. Sequeda, Oskar van Rest, Hannes Voigt |
G-CORE: A Core for Future Graph Query Languages Details |
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A General and Efficient Querying Method for Learning to Hash Jinfeng Li, Xiao Yan, Jian Zhang, An Xu, James Cheng, Jie Liu, Kelvin Kai Wing Ng, Ti-chung Cheng |
A General and Efficient Querying Method for Learning to Hash Details |
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Crowdsourcing Analytics With CrowdCur Mohammadreza Esfandiari, Kavan Bharat Patel, Sihem Amer-Yahia, Senjuti Basu Roy |
Crowdsourcing Analytics With CrowdCur Details |
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Eon Mode: Bringing the Vertica Columnar Database to the Cloud Ben Vandiver, Shreya Prasad, Pratibha Rana, Eden Zik, Amin Saeidi, Pratyush Parimal, Styliani Pantela, Jaimin Dave |
Eon Mode: Bringing the Vertica Columnar Database to the Cloud Details |
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Wei Cao, Yusong Gao, Bingchen Lin, Xiaojie Feng, Yu Xie, Xiao Lou, Peng Wang |
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SuRF: Practical Range Query Filtering with Fast Succinct Tries Huanchen Zhang, Hyeontaek Lim, Viktor Leis, David G. Andersen, Michael Kaminsky, Kimberly Keeton, Andrew Pavlo |
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POIsam: a System for Efficient Selection of Large-scale Geospatial Data on Maps Tao Guo, Mingzhao Li, Peishan Li, Zhifeng Bao, Gao Cong |
POIsam: a System for Efficient Selection of Large-scale Geospatial Data on Maps Details |
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Till Kolditz, Dirk Habich, Wolfgang Lehner, Matthias Werner, Stefan T. J. de Bruijn |
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Distributed Lock Management with RDMA: Decentralization without Starvation Dong Young Yoon, Mosharaf Chowdhury, Barzan Mozafari |
Distributed Lock Management with RDMA: Decentralization without Starvation Details |
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Query-based Workload Forecasting for Self-Driving Database Management Systems Lin Ma, Dana Van Aken, Ahmed Hefny, Gustavo Mezerhane, Andrew Pavlo, Geoffrey J. Gordon |
Query-based Workload Forecasting for Self-Driving Database Management Systems Details |
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Overlap Set Similarity Joins with Theoretical Guarantees Dong Deng, Yufei Tao, Guoliang Li |
Overlap Set Similarity Joins with Theoretical Guarantees Details |
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Randomized Algorithms Accelerated over CPU-GPU for Ultra-High Dimensional Similarity Search Yiqiu Wang, Anshumali Shrivastava, Jonathan Wang, Junghee Ryu |
Randomized Algorithms Accelerated over CPU-GPU for Ultra-High Dimensional Similarity Search Details |
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VerdictDB: Universalizing Approximate Query Processing Yongjoo Park, Barzan Mozafari, Joseph Sorenson, Junhao Wang |
VerdictDB: Universalizing Approximate Query Processing Details |
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When Query Authentication Meets Fine-Grained Access Control: A Zero-Knowledge Approach Cheng Xu, Jianliang Xu, Haibo Hu, Man Ho Au |
When Query Authentication Meets Fine-Grained Access Control: A Zero-Knowledge Approach Details |
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Pinot: Realtime OLAP for 530 Million Users Jean-François Im, Kishore Gopalakrishna, Subbu Subramaniam, Mayank Shrivastava, Adwait Tumbde, Xiaotian Jiang, Jennifer Dai, Seunghyun Lee, Neha Pawar, Jialiang Li, Ravi Aringunram |
Pinot: Realtime OLAP for 530 Million Users Details |
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Matrix Profile X: VALMOD - Scalable Discovery of Variable-Length Motifs in Data Series Michele Linardi, Yan Zhu, Themis Palpanas, Eamonn J. Keogh |
Matrix Profile X: VALMOD - Scalable Discovery of Variable-Length Motifs in Data Series Details |
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P-Store: An Elastic Database System with Predictive Provisioning Rebecca Taft, Nosayba El-Sayed, Marco Serafini, Yu Lu, Ashraf Aboulnaga, Michael Stonebraker, Ricardo Mayerhofer, Francisco Jose Andrade |
P-Store: An Elastic Database System with Predictive Provisioning Details |
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TurboGraph++: A Scalable and Fast Graph Analytics System Seongyun Ko, Wook-Shin Han |
TurboGraph++: A Scalable and Fast Graph Analytics System Details |
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DBPal: A Learned NL-Interface for Databases Fuat Basik, Benjamin Hättasch, Amir Ilkhechi, Arif Usta, Shekar Ramaswamy, Prasetya Utama, Nathaniel Weir, Carsten Binnig, Ugur Çetintemel |
DBPal: A Learned NL-Interface for Databases Details |
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TopPPR: Top-k Personalized PageRank Queries with Precision Guarantees on Large Graphs Zhewei Wei, Xiaodong He, Xiaokui Xiao, Sibo Wang, Shuo Shang, Ji-Rong Wen |
TopPPR: Top-k Personalized PageRank Queries with Precision Guarantees on Large Graphs Details |
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Skyline Community Search in Multi-valued Networks Rong-Hua Li, Lu Qin, Fanghua Ye, Jeffrey Xu Yu, Xiaokui Xiao, Nong Xiao, Zibin Zheng |
Skyline Community Search in Multi-valued Networks Details |
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iQCAR: A Demonstration of an Inter-Query Contention Analyzer for Cluster Computing Frameworks Prajakta Kalmegh, Harrison Lundberg, Frederick Xu, Shivnath Babu, Sudeepa Roy |
iQCAR: A Demonstration of an Inter-Query Contention Analyzer for Cluster Computing Frameworks Details |
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DBLOC: Density Based Clustering over LOCation Based Services Yeshwanth D. Gunasekaran, Md Farhadur Rahman, Sona Hasani, Nan Zhang, Gautam Das |
DBLOC: Density Based Clustering over LOCation Based Services Details |
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Edmon Begoli, Jesús Camacho-Rodríguez, Julian Hyde, Michael J. Mior, Daniel Lemire |
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BOOMER: Blending Visual Formulation and Processing of P -Homomorphic Queries on Large Networks Yinglong Song, Huey-Eng Chua, Sourav S. Bhowmick, Byron Choi, Shuigeng Zhou |
BOOMER: Blending Visual Formulation and Processing of P -Homomorphic Queries on Large Networks Details |
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Navigating the Data Lake with DATAMARAN: Automatically Extracting Structure from Log Datasets Yihan Gao, Silu Huang, Aditya G. Parameswaran |
Navigating the Data Lake with DATAMARAN: Automatically Extracting Structure from Log Datasets Details |
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Rapid Adoption of Cloud Data Warehouse Technology Using Datometry Hyper-Q Lyublena Antova, Derrick Bryant, Tuan Cao, Michael Duller, Mohamed A. Soliman, Florian M. Waas |
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VALMOD: A Suite for Easy and Exact Detection of Variable Length Motifs in Data Series Michele Linardi, Yan Zhu, Themis Palpanas, Eamonn J. Keogh |
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IMPROVE-QA: An Interactive Mechanism for RDF Question/Answering Systems Xinbo Zhang, Lei Zou |
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An Ontology based Dialog Interface to Database Ashish R. Mittal, Jaydeep Sen, Diptikalyan Saha, Karthik Sankaranarayanan |
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Building a Bw-Tree Takes More Than Just Buzz Words Ziqi Wang, Andrew Pavlo, Hyeontaek Lim, Viktor Leis, Huanchen Zhang, Michael Kaminsky, David G. Andersen |
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TurboFlux: A Fast Continuous Subgraph Matching System for Streaming Graph Data Kyoungmin Kim, In Seo, Wook-Shin Han, Jeong-Hoon Lee, Sungpack Hong, Hassan Chafi, Hyungyu Shin, Geonhwa Jeong |
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Accelerating Machine Learning Inference with Probabilistic Predicates Yao Lu, Aakanksha Chowdhery, Srikanth Kandula, Surajit Chaudhuri |
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A Graph Database for a Virtualized Network Infrastructure Pramod A. Jamkhedkar, Theodore Johnson, Yaron Kanza, Aman Shaikh, N. K. Shankaranarayanan, Vladislav Shkapenyuk |
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Persistent Bloom Filter: Membership Testing for the Entire History Yanqing Peng, Jinwei Guo, Feifei Li, Weining Qian, Aoying Zhou |
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Tighter Upper Bounds for Join Cardinality Estimates Walter Cai |
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DITA: Distributed In-Memory Trajectory Analytics Zeyuan Shang, Guoliang Li, Zhifeng Bao |
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RDSQ: Reliable Queue Protocol over Shared Logs Haolin Yu |
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Pipelined Query Processing in Coprocessor Environments Henning Funke, Sebastian Breß, Stefan Noll, Volker Markl, Jens Teubner |
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Modern Recommender Systems: from Computing Matrices to Thinking with Neurons Georgia Koutrika |
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HOT: A Height Optimized Trie Index for Main-Memory Database Systems Robert Binna, Eva Zangerle, Martin Pichl, Günther Specht, Viktor Leis |
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Adaptive Optimization of Very Large Join Queries Thomas Neumann, Bernhard Radke |
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Reactors: A Case for Predictable, Virtualized Actor Database Systems Vivek Shah, Marcos Antonio Vaz Salles |
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Jinglin Peng, Dongxiang Zhang, Jiannan Wang, Jian Pei |
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Column Sketches: A Scan Accelerator for Rapid and Robust Predicate Evaluation Brian Hentschel, Michael S. Kester, Stratos Idreos |
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PlinyCompute: A Platform for High-Performance, Distributed, Data-Intensive Tool Development Jia Zou, R. Matthew Barnett, Tania Lorido-Botran, Shangyu Luo, Carlos Monroy, Sourav Sikdar, Kia Teymourian, Binhang Yuan, Chris Jermaine |
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Joins over UNION ALL Queries in Teradata®: Demonstration of Optimized Execution Mohammed Al-Kateb, Paul Sinclair, Grace Au, Sanjay Nair, Mark Sirek, Lu Ma, Mohamed Y. Eltabakh |
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On the Calculation of Optimality Ranges for Relational Query Execution Plans Florian Wolf, Norman May, Paul R. Willems, Kai-Uwe Sattler |
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Special Session: A Technical Research Agenda in Data Ethics and Responsible Data Management Julia Stoyanovich, Bill Howe, H. V. Jagadish |
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Ben McCamish, Vahid Ghadakchi, Arash Termehchy, Behrouz Touri, Liang Huang |
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BIPie: Fast Selection and Aggregation on Encoded Data using Operator Specialization Michal Nowakiewicz, Eric Boutin, Eric N. Hanson, Robert Walzer, Akash Katipally |
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Energy-Utility Function-Based Resource Control for In-Memory Database Systems LIVE Thomas Kissinger, Marcus Hähnel, Till Smejkal, Dirk Habich, Hermann Härtig, Wolfgang Lehner |
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Fast Euclidean OPTICS with Bounded Precision in Low Dimensional Space Junhao Gan, Yufei Tao |
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Cypher: An Evolving Query Language for Property Graphs Nadime Francis, Alastair Green, Paolo Guagliardo, Leonid Libkin, Tobias Lindaaker, Victor Marsault, Stefan Plantikow, Mats Rydberg, Petra Selmer, Andrés Taylor |
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QAGView: Interactively Summarizing High-Valued Aggregate Query Answers Yuhao Wen, Xiaodan Zhu, Sudeepa Roy, Jun Yang |
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Efficient Selection of Geospatial Data on Maps for Interactive and Visualized Exploration Tao Guo, Kaiyu Feng, Gao Cong, Zhifeng Bao |
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Precision Interfaces for Different Modalities Haoci Zhang, Viraj Raj, Thibault Sellam, Eugene Wu |
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SQuID: Semantic Similarity-Aware Query Intent Discovery Anna Fariha, Sheikh Muhammad Sarwar, Alexandra Meliou |
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Ryan Marcus, Olga Papaemmanouil, Sofiya Semenova, Solomon Garber |
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Cold Filter: A Meta-Framework for Faster and More Accurate Stream Processing Yang Zhou, Tong Yang, Jie Jiang, Bin Cui, Minlan Yu, Xiaoming Li, Steve Uhlig |
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Auto-Detect: Data-Driven Error Detection in Tables Zhipeng Huang, Yeye He |
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Lightweight Cardinality Estimation in LSM-based Systems Ildar Absalyamov, Michael J. Carey, Vassilis J. Tsotras |
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Bias in OLAP Queries: Detection, Explanation, and Removal Babak Salimi, Johannes Gehrke, Dan Suciu |
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EPUI: Experimental Platform for Urban Informatics Xiaoyu Ge, Panos K. Chrysanthis, Konstantinos Pelechrinis, Demetrios Zeinalipour-Yazti |
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The Case for Learned Index Structures Tim Kraska, Alex Beutel, Ed H. Chi, Jeffrey Dean, Neoklis Polyzotis |
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A Query Engine for Probabilistic Preferences Uzi Cohen, Batya Kenig, Haoyue Ping, Benny Kimelfeld, Julia Stoyanovich |
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Trip Planning by an Integrated Search Paradigm Sheng Wang, Mingzhao Li, Yipeng Zhang, Zhifeng Bao, David Alexander Tedjopurnomo, Xiaolin Qin |
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GeoFlux: Hands-Off Data Integration Leveraging Join Key Knowledge Jie Song, Danai Koutra, Murali Mani, H. V. Jagadish |
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Sketching Linear Classifiers over Data Streams Kai Sheng Tai, Vatsal Sharan, Peter Bailis, Gregory Valiant |
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Efficient Exploration of Linked Data Oren Kalinsky |
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Machine Learning for Data Management: Problems and Solutions Pedro M. Domingos |
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Stratos Idreos, Kostas Zoumpatianos, Brian Hentschel, Michael S. Kester, Demi Guo |
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Maverick: Discovering Exceptional Facts from Knowledge Graphs Gensheng Zhang, Damian Jimenez, Chengkai Li |
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Splaying Log-Structured Merge-Trees Thomas Lively, Luca Schroeder, Carlos Mendizábal |
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Synthesizing Type-Detection Logic for Rich Semantic Data Types using Open-source Code Cong Yan, Yeye He |
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Speeding Up Set Intersections in Graph Algorithms using SIMD Instructions Shuo Han, Lei Zou, Jeffrey Xu Yu |
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DataDiff: User-Interpretable Data Transformation Summaries for Collaborative Data Analysis Günce Su Yilmaz, Tana Wattanawaroon, Liqi Xu, Abhishek Nigam, Aaron J. Elmore, Aditya G. Parameswaran |
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PISTIS: A Conflict of Interest Declaration and Detection System for Peer Review Management Siyuan Wu, Leong Hou U, Sourav S. Bhowmick, Wolfgang Gatterbauer |
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Evaluating Interactive Data Systems: Workloads, Metrics, and Guidelines Lilong Jiang, Protiva Rahman, Arnab Nandi |
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Efficient k-Regret Query Algorithm with Restriction-free Bound for any Dimensionality Min Xie, Raymond Chi-Wing Wong, Jian Li, Cheng Long, Ashwin Lall |
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Demonstration of VerdictDB, the Platform-Independent AQP System Wen He, Yongjoo Park, Idris Hanafi, Jacob Yatvitskiy, Barzan Mozafari |
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The Cascading Analysts Algorithm Matthias Ruhl, Mukund Sundararajan, Qiqi Yan |
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A Comparative Study of Secondary Indexing Techniques in LSM-based NoSQL Databases Mohiuddin Abdul Qader, Shiwen Cheng, Vagelis Hristidis |
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Improving Join Reorderability with Compensation Operators TaiNing Wang, Chee-Yong Chan |
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Data Integration and Machine Learning: A Natural Synergy Xin Luna Dong, Theodoros Rekatsinas |
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SketchML: Accelerating Distributed Machine Learning with Data Sketches Jiawei Jiang, Fangcheng Fu, Tong Yang, Bin Cui |
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Submodularity of Distributed Join Computation Rundong Li, Mirek Riedewald, Xinyan Deng |
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Privacy at Scale: Local Differential Privacy in Practice Graham Cormode, Somesh Jha, Tejas Kulkarni, Ninghui Li, Divesh Srivastava, Tianhao Wang |
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Adaptive Asynchronous Parallelization of Graph Algorithms Wenfei Fan, Ping Lu, Xiaojian Luo, Jingbo Xu, Qiang Yin, Wenyuan Yu, Ruiqi Xu |
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DataProf: Semantic Profiling for Iterative Data Cleansing and Business Rule Acquisition Ziheng Wei, Sebastian Link |
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Efficient Algorithms for Finding Approximate Heavy Hitters in Personalized PageRanks Sibo Wang, Yufei Tao |
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A Demonstration of Sya: A Spatial Probabilistic Knowledge Base Construction System Ibrahim Sabek, Mashaal Musleh, Mohamed F. Mokbel |
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FASTER: A Concurrent Key-Value Store with In-Place Updates Badrish Chandramouli, Guna Prasaad, Donald Kossmann, Justin J. Levandoski, James Hunter, Mike Barnett |
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Top-k Sorting Under Partial Order Information Eyal Dushkin, Tova Milo |
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Demonstration of Smoke: A Deep Breath of Data-Intensive Lineage Applications Fotis Psallidas, Eugene Wu |
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Qetch: Time Series Querying with Expressive Sketches Miro Mannino, Azza Abouzied |
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MISTIQUE: A System to Store and Query Model Intermediates for Model Diagnosis Manasi Vartak, Joana M. F. da Trindade, Samuel Madden, Matei Zaharia |
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MonetDBLite: An Embedded Analytical Database Mark Raasveldt |
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Big Data Linkage for Product Specification Pages Disheng Qiu, Luciano Barbosa, Valter Crescenzi, Paolo Merialdo, Divesh Srivastava |
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Finding Seeds and Relevant Tags Jointly: For Targeted Influence Maximization in Social Networks Xiangyu Ke, Arijit Khan, Gao Cong |
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Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark Michael Armbrust, Tathagata Das, Joseph Torres, Burak Yavuz, Shixiong Zhu, Reynold Xin, Ali Ghodsi, Ion Stoica, Matei Zaharia |
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Accelerating Analytical Processing in MVCC using Fine-Granular High-Frequency Virtual Snapshotting Ankur Sharma, Felix Martin Schuhknecht, Jens Dittrich |
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Random Sampling over Joins Revisited Zhuoyue Zhao, Robert Christensen, Feifei Li, Xiao Hu, Ke Yi |
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Online Processing Algorithms for Influence Maximization Jing Tang, Xueyan Tang, Xiaokui Xiao, Junsong Yuan |
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