ACM International Conference on Management of Data, SIGMOD 2018


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

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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

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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

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Catching Numeric Inconsistencies in Graphs

Wenfei Fan, Xueli Liu, Ping Lu, Chao Tian

Catching Numeric Inconsistencies in Graphs

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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

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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

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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

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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

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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

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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

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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

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SSD as SQLite Engine

Soyee Choi

SSD as SQLite Engine

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Automatically Leveraging MapReduce Frameworks for Data-Intensive Applications

Maaz Bin Safeer Ahmad, Alvin Cheung

Automatically Leveraging MapReduce Frameworks for Data-Intensive Applications

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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

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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

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Kubernetes and the New Cloud

Eric Brewer

Kubernetes and the New Cloud

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Cohort Analysis with Ease

Zhongle Xie, Qingchao Cai, Fei He, Gene Yan Ooi, Weilong Huang, Beng Chin Ooi

Cohort Analysis with Ease

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Worst Case Optimal Joins on Relational and XML data

Yuxing Chen

Worst Case Optimal Joins on Relational and XML data

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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

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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

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Discovering Graph Functional Dependencies

Wenfei Fan, Chunming Hu, Xueli Liu, Ping Lu

Discovering Graph Functional Dependencies

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Algorithmic Aspects of Parallel Query Processing

Paris Koutris, Semih Salihoglu, Dan Suciu

Algorithmic Aspects of Parallel Query Processing

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Author Comments: 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

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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

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Interactive Visual Exploration of Spatio-Temporal Urban Data Sets using Urbane

Harish Doraiswamy, Eleni Tzirita Zacharatou, Fábio Miranda, Marcos Lage, Anastasia Ailamaki, Cláudio T. Silva, Juliana Freire

Interactive Visual Exploration of Spatio-Temporal Urban Data Sets using Urbane

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Author Comments: 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

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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?

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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

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Practical and Secure Substring Search

Florian Hahn, Nicolas Loza, Florian Kerschbaum

Practical and Secure Substring Search

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Approximate Triangle Count and Clustering Coefficient

Siddharth Bhatia

Approximate Triangle Count and Clustering Coefficient

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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

Carousel: Low-Latency Transaction Processing for Globally-Distributed Data

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Interactive Demonstration of Probabilistic Predicates

Yao Lu, Srikanth Kandula, Surajit Chaudhuri

Interactive Demonstration of Probabilistic Predicates

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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

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Incremental View Maintenance for Property Graph Queries

Gábor Szárnyas

Incremental View Maintenance for Property Graph Queries

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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

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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

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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

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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

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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

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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

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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

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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

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Marginal Release Under Local Differential Privacy

Graham Cormode, Tejas Kulkarni, Divesh Srivastava

Marginal Release Under Local Differential Privacy

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FastQRE: Fast Query Reverse Engineering

Dmitri V. Kalashnikov, Laks V. S. Lakshmanan, Divesh Srivastava

FastQRE: Fast Query Reverse Engineering

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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

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Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging

Niv Dayan, Stratos Idreos

Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging

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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

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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

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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

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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

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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

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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

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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

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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

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Robust Entity Resolution using Random Graphs

Sainyam Galhotra, Donatella Firmani, Barna Saha, Divesh Srivastava

Robust Entity Resolution using Random Graphs

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FREDDY: Fast Word Embeddings in Database Systems

Michael Günther

FREDDY: Fast Word Embeddings in Database Systems

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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

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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

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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 K. W. Ng, Ti-chung Cheng

A General and Efficient Querying Method for Learning to Hash

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Crowdsourcing Analytics With CrowdCur

Mohammadreza Esfandiari, Kavan Bharat Patel, Sihem Amer-Yahia, Senjuti Basu Roy

Crowdsourcing Analytics With CrowdCur

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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

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TcpRT: Instrument and Diagnostic Analysis System for Service Quality of Cloud Databases at Massive Scale in Real-time

Wei Cao, Yusong Gao, Bingchen Lin, Xiaojie Feng, Yu Xie, Xiao Lou, Peng Wang

TcpRT: Instrument and Diagnostic Analysis System for Service Quality of Cloud Databases at Massive Scale in Real-time

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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

SuRF: Practical Range Query Filtering with Fast Succinct Tries

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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

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AHEAD: Adaptable Data Hardening for On-the-Fly Hardware Error Detection during Database Query Processing

Till Kolditz, Dirk Habich, Wolfgang Lehner, Matthias Werner, Stefan T. J. de Bruijn

AHEAD: Adaptable Data Hardening for On-the-Fly Hardware Error Detection during Database Query Processing

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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

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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

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Overlap Set Similarity Joins with Theoretical Guarantees

Dong Deng, Yufei Tao, Guoliang Li

Overlap Set Similarity Joins with Theoretical Guarantees

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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

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VerdictDB: Universalizing Approximate Query Processing

Yongjoo Park, Barzan Mozafari, Joseph Sorenson, Junhao Wang

VerdictDB: Universalizing Approximate Query Processing

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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

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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

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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

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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 Andrade

P-Store: An Elastic Database System with Predictive Provisioning

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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

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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

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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

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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

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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

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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

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Apache Calcite: A Foundational Framework for Optimized Query Processing Over Heterogeneous Data Sources

Edmon Begoli, Jesús Camacho-Rodríguez, Julian Hyde, Michael J. Mior, Daniel Lemire

Apache Calcite: A Foundational Framework for Optimized Query Processing Over Heterogeneous Data Sources

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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

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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

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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

Rapid Adoption of Cloud Data Warehouse Technology Using Datometry Hyper-Q

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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

VALMOD: A Suite for Easy and Exact Detection of Variable Length Motifs in Data Series

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IMPROVE-QA: An Interactive Mechanism for RDF Question/Answering Systems

Xinbo Zhang, Lei Zou

IMPROVE-QA: An Interactive Mechanism for RDF Question/Answering Systems

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An Ontology based Dialog Interface to Database

Ashish R. Mittal, Jaydeep Sen, Diptikalyan Saha, Karthik Sankaranarayanan

An Ontology based Dialog Interface to Database

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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

Building a Bw-Tree Takes More Than Just Buzz Words

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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

TurboFlux: A Fast Continuous Subgraph Matching System for Streaming Graph Data

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Accelerating Machine Learning Inference with Probabilistic Predicates

Yao Lu, Aakanksha Chowdhery, Srikanth Kandula, Surajit Chaudhuri

Accelerating Machine Learning Inference with Probabilistic Predicates

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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

A Graph Database for a Virtualized Network Infrastructure

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Persistent Bloom Filter: Membership Testing for the Entire History

Yanqing Peng, Jinwei Guo, Feifei Li, Weining Qian, Aoying Zhou

Persistent Bloom Filter: Membership Testing for the Entire History

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Tighter Upper Bounds for Join Cardinality Estimates

Walter Cai

Tighter Upper Bounds for Join Cardinality Estimates

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DITA: Distributed In-Memory Trajectory Analytics

Zeyuan Shang, Guoliang Li, Zhifeng Bao

DITA: Distributed In-Memory Trajectory Analytics

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RDSQ: Reliable Queue Protocol over Shared Logs

Haolin Yu

RDSQ: Reliable Queue Protocol over Shared Logs

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Pipelined Query Processing in Coprocessor Environments

Henning Funke, Sebastian Breß, Stefan Noll, Volker Markl, Jens Teubner

Pipelined Query Processing in Coprocessor Environments

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Modern Recommender Systems: from Computing Matrices to Thinking with Neurons

Georgia Koutrika

Modern Recommender Systems: from Computing Matrices to Thinking with Neurons

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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

HOT: A Height Optimized Trie Index for Main-Memory Database Systems

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Adaptive Optimization of Very Large Join Queries

Thomas Neumann, Bernhard Radke

Adaptive Optimization of Very Large Join Queries

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Reactors: A Case for Predictable, Virtualized Actor Database Systems

Vivek Shah, Marcos Antonio Vaz Salles

Reactors: A Case for Predictable, Virtualized Actor Database Systems

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AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics

Jinglin Peng, Dongxiang Zhang, Jiannan Wang, Jian Pei

AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics

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Column Sketches: A Scan Accelerator for Rapid and Robust Predicate Evaluation

Brian Hentschel, Michael S. Kester, Stratos Idreos

Column Sketches: A Scan Accelerator for Rapid and Robust Predicate Evaluation

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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

PlinyCompute: A Platform for High-Performance, Distributed, Data-Intensive Tool Development

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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

Joins over UNION ALL Queries in Teradata®: Demonstration of Optimized Execution

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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

On the Calculation of Optimality Ranges for Relational Query Execution Plans

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Special Session: A Technical Research Agenda in Data Ethics and Responsible Data Management

Julia Stoyanovich, Bill Howe, H. V. Jagadish

Special Session: A Technical Research Agenda in Data Ethics and Responsible Data Management

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The Data Interaction Game

Ben McCamish, Vahid Ghadakchi, Arash Termehchy, Behrouz Touri, Liang Huang

The Data Interaction Game

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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

BIPie: Fast Selection and Aggregation on Encoded Data using Operator Specialization

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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

Energy-Utility Function-Based Resource Control for In-Memory Database Systems LIVE

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Fast Euclidean OPTICS with Bounded Precision in Low Dimensional Space

Junhao Gan, Yufei Tao

Fast Euclidean OPTICS with Bounded Precision in Low Dimensional Space

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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

Cypher: An Evolving Query Language for Property Graphs

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QAGView: Interactively Summarizing High-Valued Aggregate Query Answers

Yuhao Wen, Xiaodan Zhu, Sudeepa Roy, Jun Yang

QAGView: Interactively Summarizing High-Valued Aggregate Query Answers

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Efficient Selection of Geospatial Data on Maps for Interactive and Visualized Exploration

Tao Guo, Kaiyu Feng, Gao Cong, Zhifeng Bao

Efficient Selection of Geospatial Data on Maps for Interactive and Visualized Exploration

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Precision Interfaces for Different Modalities

Haoci Zhang, Viraj Raj, Thibault Sellam, Eugene Wu

Precision Interfaces for Different Modalities

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SQuID: Semantic Similarity-Aware Query Intent Discovery

Anna Fariha, Sheikh Muhammad Sarwar, Alexandra Meliou

SQuID: Semantic Similarity-Aware Query Intent Discovery

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NashDB: An End-to-End Economic Method for Elastic Database Fragmentation, Replication, and Provisioning

Ryan Marcus, Olga Papaemmanouil, Sofiya Semenova, Solomon Garber

NashDB: An End-to-End Economic Method for Elastic Database Fragmentation, Replication, and Provisioning

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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

Cold Filter: A Meta-Framework for Faster and More Accurate Stream Processing

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Auto-Detect: Data-Driven Error Detection in Tables

Zhipeng Huang, Yeye He

Auto-Detect: Data-Driven Error Detection in Tables

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Lightweight Cardinality Estimation in LSM-based Systems

Ildar Absalyamov, Michael J. Carey, Vassilis J. Tsotras

Lightweight Cardinality Estimation in LSM-based Systems

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Bias in OLAP Queries: Detection, Explanation, and Removal

Babak Salimi, Johannes Gehrke, Dan Suciu

Bias in OLAP Queries: Detection, Explanation, and Removal

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EPUI: Experimental Platform for Urban Informatics

Xiaoyu Ge, Panos K. Chrysanthis, Konstantinos Pelechrinis, Demetrios Zeinalipour-Yazti

EPUI: Experimental Platform for Urban Informatics

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The Case for Learned Index Structures

Tim Kraska, Alex Beutel, Ed H. Chi, Jeffrey Dean, Neoklis Polyzotis

The Case for Learned Index Structures

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A Query Engine for Probabilistic Preferences

Uzi Cohen, Batya Kenig, Haoyue Ping, Benny Kimelfeld, Julia Stoyanovich

A Query Engine for Probabilistic Preferences

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Trip Planning by an Integrated Search Paradigm

Sheng Wang, Mingzhao Li, Yipeng Zhang, Zhifeng Bao, David Alexander Tedjopurnomo, Xiaolin Qin

Trip Planning by an Integrated Search Paradigm

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GeoFlux: Hands-Off Data Integration Leveraging Join Key Knowledge

Jie Song, Danai Koutra, Murali Mani, H. V. Jagadish

GeoFlux: Hands-Off Data Integration Leveraging Join Key Knowledge

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Sketching Linear Classifiers over Data Streams

Kai Sheng Tai, Vatsal Sharan, Peter Bailis, Gregory Valiant

Sketching Linear Classifiers over Data Streams

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Efficient Exploration of Linked Data

Oren Kalinsky

Efficient Exploration of Linked Data

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Machine Learning for Data Management: Problems and Solutions

Pedro Domingos

Machine Learning for Data Management: Problems and Solutions

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The Data Calculator: Data Structure Design and Cost Synthesis from First Principles and Learned Cost Models

Stratos Idreos, Kostas Zoumpatianos, Brian Hentschel, Michael S. Kester, Demi Guo

The Data Calculator: Data Structure Design and Cost Synthesis from First Principles and Learned Cost Models

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Maverick: Discovering Exceptional Facts from Knowledge Graphs

Gensheng Zhang, Damian Jimenez, Chengkai Li

Maverick: Discovering Exceptional Facts from Knowledge Graphs

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Splaying Log-Structured Merge-Trees

Thomas Lively, Luca Schroeder, Carlos Mendizábal

Splaying Log-Structured Merge-Trees

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Synthesizing Type-Detection Logic for Rich Semantic Data Types using Open-source Code

Cong Yan, Yeye He

Synthesizing Type-Detection Logic for Rich Semantic Data Types using Open-source Code

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Speeding Up Set Intersections in Graph Algorithms using SIMD Instructions

Shuo Han, Lei Zou, Jeffrey Xu Yu

Speeding Up Set Intersections in Graph Algorithms using SIMD Instructions

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DataDiff: User-Interpretable Data Transformation Summaries for Collaborative Data Analysis

Gunce Su Yilmaz, Tana Wattanawaroon, Liqi Xu, Abhishek Nigam, Aaron J. Elmore, Aditya G. Parameswaran

DataDiff: User-Interpretable Data Transformation Summaries for Collaborative Data Analysis

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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

PISTIS: A Conflict of Interest Declaration and Detection System for Peer Review Management

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Evaluating Interactive Data Systems: Workloads, Metrics, and Guidelines

Lilong Jiang, Protiva Rahman, Arnab Nandi

Evaluating Interactive Data Systems: Workloads, Metrics, and Guidelines

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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

Efficient k-Regret Query Algorithm with Restriction-free Bound for any Dimensionality

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Demonstration of VerdictDB, the Platform-Independent AQP System

Wen He, Yongjoo Park, Idris Hanafi, Jacob Yatvitskiy, Barzan Mozafari

Demonstration of VerdictDB, the Platform-Independent AQP System

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The Cascading Analysts Algorithm

Matthias Ruhl, Mukund Sundararajan, Qiqi Yan

The Cascading Analysts Algorithm

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A Comparative Study of Secondary Indexing Techniques in LSM-based NoSQL Databases

Mohiuddin Abdul Qader, Shiwen Cheng, Vagelis Hristidis

A Comparative Study of Secondary Indexing Techniques in LSM-based NoSQL Databases

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Improving Join Reorderability with Compensation Operators

TaiNing Wang, Chee-Yong Chan

Improving Join Reorderability with Compensation Operators

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Data Integration and Machine Learning: A Natural Synergy

Xin Luna Dong, Theodoros Rekatsinas

Data Integration and Machine Learning: A Natural Synergy

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SketchML: Accelerating Distributed Machine Learning with Data Sketches

Jiawei Jiang, Fangcheng Fu, Tong Yang, Bin Cui

SketchML: Accelerating Distributed Machine Learning with Data Sketches

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Submodularity of Distributed Join Computation

Rundong Li, Mirek Riedewald, Xinyan Deng

Submodularity of Distributed Join Computation

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Privacy at Scale: Local Differential Privacy in Practice

Graham Cormode, Somesh Jha, Tejas Kulkarni, Ninghui Li, Divesh Srivastava, Tianhao Wang

Privacy at Scale: Local Differential Privacy in Practice

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Adaptive Asynchronous Parallelization of Graph Algorithms

Wenfei Fan, Ping Lu, Xiaojian Luo, Jingbo Xu, Qiang Yin, Wenyuan Yu, Ruiqi Xu

Adaptive Asynchronous Parallelization of Graph Algorithms

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DataProf: Semantic Profiling for Iterative Data Cleansing and Business Rule Acquisition

Ziheng Wei, Sebastian Link

DataProf: Semantic Profiling for Iterative Data Cleansing and Business Rule Acquisition

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Efficient Algorithms for Finding Approximate Heavy Hitters in Personalized PageRanks

Sibo Wang, Yufei Tao

Efficient Algorithms for Finding Approximate Heavy Hitters in Personalized PageRanks

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A Demonstration of Sya: A Spatial Probabilistic Knowledge Base Construction System

Ibrahim Sabek, Mashaal Musleh, Mohamed F. Mokbel

A Demonstration of Sya: A Spatial Probabilistic Knowledge Base Construction System

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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

FASTER: A Concurrent Key-Value Store with In-Place Updates

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Author Comments: Fast key-value store in C++ and C# from Microsoft Research
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Top-k Sorting Under Partial Order Information

Eyal Dushkin, Tova Milo

Top-k Sorting Under Partial Order Information

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Demonstration of Smoke: A Deep Breath of Data-Intensive Lineage Applications

Fotis Psallidas, Eugene Wu

Demonstration of Smoke: A Deep Breath of Data-Intensive Lineage Applications

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Qetch: Time Series Querying with Expressive Sketches

Miro Mannino, Azza Abouzied

Qetch: Time Series Querying with Expressive Sketches

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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

MISTIQUE: A System to Store and Query Model Intermediates for Model Diagnosis

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MonetDBLite: An Embedded Analytical Database

Mark Raasveldt

MonetDBLite: An Embedded Analytical Database

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Big Data Linkage for Product Specification Pages

Disheng Qiu, Luciano Barbosa, Valter Crescenzi, Paolo Merialdo, Divesh Srivastava

Big Data Linkage for Product Specification Pages

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Finding Seeds and Relevant Tags Jointly: For Targeted Influence Maximization in Social Networks

Xiangyu Ke, Arijit Khan, Gao Cong

Finding Seeds and Relevant Tags Jointly: For Targeted Influence Maximization in Social Networks

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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

Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark

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Accelerating Analytical Processing in MVCC using Fine-Granular High-Frequency Virtual Snapshotting

Ankur Sharma, Felix Martin Schuhknecht, Jens Dittrich

Accelerating Analytical Processing in MVCC using Fine-Granular High-Frequency Virtual Snapshotting

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Random Sampling over Joins Revisited

Zhuoyue Zhao, Robert Christensen, Feifei Li, Xiao Hu, Ke Yi

Random Sampling over Joins Revisited

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Online Processing Algorithms for Influence Maximization

Jing Tang, Xueyan Tang, Xiaokui Xiao, Junsong Yuan

Online Processing Algorithms for Influence Maximization

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