ACM International Conference on Management of Data, SIGMOD 2016


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

Shasta: Interactive Reporting At Scale

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The Challenges of Global-scale Data Management

Faisal Nawab, Divyakant Agrawal, Amr El Abbadi

The Challenges of Global-scale Data Management

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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

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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

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Topic Exploration in Spatio-Temporal Document Collections

Kaiqi Zhao, Lisi Chen, Gao Cong

Topic Exploration in Spatio-Temporal Document Collections

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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

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Wander Join: Online Aggregation for Joins

Feifei Li, Bin Wu, Ke Yi, Zhuoyue Zhao

Wander Join: Online Aggregation for Joins

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Enabling Incremental Query Re-Optimization

Mengmeng Liu, Zachary G. Ives, Boon Thau Loo

Enabling Incremental Query Re-Optimization

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Wander Join: Online Aggregation via Random Walks

Feifei Li, Bin Wu, Ke Yi, Zhuoyue Zhao

Wander Join: Online Aggregation via Random Walks

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Scaling Multicore Databases via Constrained Parallel Execution

Zhaoguo Wang, Shuai Mu, Yang Cui, Han Yi, Haibo Chen, Jinyang Li

Scaling Multicore Databases via Constrained Parallel Execution

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ReproZip: Computational Reproducibility With Ease

Fernando Chirigati, Rémi Rampin, Dennis E. Shasha, Juliana Freire

ReproZip: Computational Reproducibility With Ease

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Local Similarity Search for Unstructured Text

Pei Wang, Chuan Xiao, Jianbin Qin, Wei Wang, Xiaoyang Zhang, Yoshiharu Ishikawa

Local Similarity Search for Unstructured Text

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Constance: An Intelligent Data Lake System

Rihan Hai, Sandra Geisler, Christoph Quix

Constance: An Intelligent Data Lake System

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ParTime: Parallel Temporal Aggregation

Markus Pilman, Martin Kaufmann, Florian Köhl, Donald Kossmann, Damien Profeta

ParTime: Parallel Temporal Aggregation

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Multi-Source Uncertain Entity Resolution at Yad Vashem: Transforming Holocaust Victim Reports into People

Tomer Sagi, Avigdor Gal, Omer Barkol, Ruth Bergman, Alexander Avram

Multi-Source Uncertain Entity Resolution at Yad Vashem: Transforming Holocaust Victim Reports into People

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CLAMS: Bringing Quality to Data Lakes

Mina H. Farid, Alexandra Roatis, Ihab F. Ilyas, Hella-Franziska Hoffmann, Xu Chu

CLAMS: Bringing Quality to Data Lakes

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A Fast Randomized Algorithm for Multi-Objective Query Optimization

Immanuel Trummer, Christoph Koch

A Fast Randomized Algorithm for Multi-Objective Query Optimization

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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

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Graph Analytics Through Fine-Grained Parallelism

Zechao Shang, Feifei Li, Jeffrey Xu Yu, Zhiwei Zhang, Hong Cheng

Graph Analytics Through Fine-Grained Parallelism

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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

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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

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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

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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

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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

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Generating Preview Tables for Entity Graphs

Ning Yan, Sona Hasani, Abolfazl Asudeh, Chengkai Li

Generating Preview Tables for Entity Graphs

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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

Reducing the Storage Overhead of Main-Memory OLTP Databases with Hybrid Indexes

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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

FERARI: A Prototype for Complex Event Processing over Streaming Multi-cloud Platforms

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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

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GeckoFTL: Scalable Flash Translation Techniques For Very Large Flash Devices

Niv Dayan, Philippe Bonnet, Stratos Idreos

GeckoFTL: Scalable Flash Translation Techniques For Very Large Flash Devices

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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

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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

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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

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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

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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

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SQL Schema Design: Foundations, Normal Forms, and Normalization

Henning Köhler, Sebastian Link

SQL Schema Design: Foundations, Normal Forms, and Normalization

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Big Graph Analytics Systems

Da Yan, Yingyi Bu, Yuanyuan Tian, Amol Deshpande, James Cheng

Big Graph Analytics Systems

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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

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Main Memory Adaptive Denormalization

Zezhou Liu, Stratos Idreos

Main Memory Adaptive Denormalization

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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

Stop-and-Stare: Optimal Sampling Algorithms for Viral Marketing in Billion-scale Networks

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Adaptive Data Skipping in Main-Memory Systems

Wilson Qin, Stratos Idreos

Adaptive Data Skipping in Main-Memory Systems

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Research Contribution as a Measure of Influence

Lais M. A. Rocha, Mirella M. Moro

Research Contribution as a Measure of Influence

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Streaming Algorithms for Robust Distinct Elements

Di Chen, Qin Zhang

Streaming Algorithms for Robust Distinct Elements

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Transaction Healing: Scaling Optimistic Concurrency Control on Multicores

Yingjun Wu, Chee Yong Chan, Kian-Lee Tan

Transaction Healing: Scaling Optimistic Concurrency Control on Multicores

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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

A Hybrid B+-tree as Solution for In-Memory Indexing on CPU-GPU Heterogeneous Computing Platforms

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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

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Robust Query Processing in Co-Processor-accelerated Databases

Sebastian Breß, Henning Funke, Jens Teubner

Robust Query Processing in Co-Processor-accelerated Databases

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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

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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

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Functional Dependencies for Graphs

Wenfei Fan, Yinghui Wu, Jingbo Xu

Functional Dependencies for Graphs

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M3: Scaling Up Machine Learning via Memory Mapping

Dezhi Fang, Duen Horng Chau

M3: Scaling Up Machine Learning via Memory Mapping

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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

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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

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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

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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

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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

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Accelerating Relational Databases by Leveraging Remote Memory and RDMA

Feng Li, Sudipto Das, Manoj Syamala, Vivek R. Narasayya

Accelerating Relational Databases by Leveraging Remote Memory and RDMA

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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

GTS: A Fast and Scalable Graph Processing Method based on Streaming Topology to GPUs

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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

BART in Action: Error Generation and Empirical Evaluations of Data-Cleaning Systems

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Range Thresholding on Streams

Miao Qiao, Junhao Gan, Yufei Tao

Range Thresholding on Streams

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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

Goods: Organizing Google's Datasets

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Web-based Benchmarks for Forecasting Systems: The ECAST Platform

Robert Ulbricht, Claudio Hartmann, Martin Hahmann, Hilko Donker, Wolfgang Lehner

Web-based Benchmarks for Forecasting Systems: The ECAST Platform

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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

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Similarity Join over Array Data

Weijie Zhao, Florin Rusu, Bin Dong, Kesheng Wu

Similarity Join over Array Data

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Building Machine Learning Systems that Understand

Jeff Dean

Building Machine Learning Systems that Understand

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An Experimental Comparison of Thirteen Relational Equi-Joins in Main Memory

Stefan Schuh, Xiao Chen, Jens Dittrich

An Experimental Comparison of Thirteen Relational Equi-Joins in Main Memory

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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

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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

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DB-Risk: The Game of Global Database Placement

Victor Zakhary, Faisal Nawab, Divyakant Agrawal, Amr El Abbadi

DB-Risk: The Game of Global Database Placement

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Adding Counting Quantifiers to Graph Patterns

Wenfei Fan, Yinghui Wu, Jingbo Xu

Adding Counting Quantifiers to Graph Patterns

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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

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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

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FluxQuery: An Execution Framework for Highly Interactive Query Workloads

Roee Ebenstein, Niranjan Kamat, Arnab Nandi

FluxQuery: An Execution Framework for Highly Interactive Query Workloads

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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?

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GPL: A GPU-based Pipelined Query Processing Engine

Johns Paul, Jiong He, Bingsheng He

GPL: A GPU-based Pipelined Query Processing Engine

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Towards a Hybrid Design for Fast Query Processing in DB2 with BLU Acceleration Using Graphical Processing Units: A Technology Demonstration

Sina Meraji, Berni Schiefer, Lan Pham, Lee Chu, Peter Kokosielis, Adam J. Storm, Wayne Young, Chang Ge, Geoffrey Ng, Kajan Kanagaratnam

Towards a Hybrid Design for Fast Query Processing in DB2 with BLU Acceleration Using Graphical Processing Units: A Technology Demonstration

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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

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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

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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

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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

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Low-Overhead Asynchronous Checkpointing in Main-Memory Database Systems

Kun Ren, Thaddeus Diamond, Daniel J. Abadi, Alexander Thomson

Low-Overhead Asynchronous Checkpointing in Main-Memory Database Systems

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Ontological Pathfinding

Yang Chen, Sean Goldberg, Daisy Zhe Wang, Soumitra Siddharth Johri

Ontological Pathfinding

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Top-k Relevant Semantic Place Retrieval on Spatial RDF Data

Jieming Shi, Dingming Wu, Nikos Mamoulis

Top-k Relevant Semantic Place Retrieval on Spatial RDF Data

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SLING: A Near-Optimal Index Structure for SimRank

Boyu Tian, Xiaokui Xiao

SLING: A Near-Optimal Index Structure for SimRank

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Design Tradeoffs of Data Access Methods

Manos Athanassoulis, Stratos Idreos

Design Tradeoffs of Data Access Methods

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Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach

Chengliang Chai, Guoliang Li, Jian Li, Dong Deng, Jianhua Feng

Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach

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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

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Vectorizing an In Situ Query Engine

Panagiotis Sioulas, Anastasia Ailamaki

Vectorizing an In Situ Query Engine

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An Efficient MapReduce Cube Algorithm for Varied DataDistributions

Tova Milo, Eyal Altshuler

An Efficient MapReduce Cube Algorithm for Varied DataDistributions

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Sequential Data Cleaning: A Statistical Approach

Aoqian Zhang, Shaoxu Song, Jianmin Wang

Sequential Data Cleaning: A Statistical Approach

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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

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QFix: Demonstrating Error Diagnosis in Query Histories

Xiaolan Wang, Alexandra Meliou, Eugene Wu

QFix: Demonstrating Error Diagnosis in Query Histories

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ActiveClean: An Interactive Data Cleaning Framework For Modern Machine Learning

Sanjay Krishnan, Michael J. Franklin, Ken Goldberg, Jiannan Wang, Eugene Wu

ActiveClean: An Interactive Data Cleaning Framework For Modern Machine Learning

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Diversified Top-k Subgraph Querying in a Large Graph

Zhengwei Yang, Ada Wai-Chee Fu, Ruifeng Liu

Diversified Top-k Subgraph Querying in a Large Graph

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PrivateClean: Data Cleaning and Differential Privacy

Sanjay Krishnan, Jiannan Wang, Michael J. Franklin, Ken Goldberg, Tim Kraska

PrivateClean: Data Cleaning and Differential Privacy

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Towards Best Region Search for Data Exploration

Kaiyu Feng, Gao Cong, Sourav S. Bhowmick, Wen-Chih Peng, Chunyan Miao

Towards Best Region Search for Data Exploration

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Exploring Visualization of Data Transforms

Larry Xu

Exploring Visualization of Data Transforms

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Ontology-Based Integration of Streaming and Static Relational Data with Optique

Evgeny Kharlamov, Sebastian Brandt, Ernesto Jiménez-Ruiz, Yannis Kotidis, Steffen Lamparter, Theofilos Mailis, Christian Neuenstadt, Özgür L. Özçep, Christoph Pinkel, Christoforos Svingos, Dmitriy Zheleznyakov, Ian Horrocks, Yannis E. Ioannidis, Ralf Möller

Ontology-Based Integration of Streaming and Static Relational Data with Optique

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Ambry: LinkedIn's Scalable Geo-Distributed Object Store

Shadi A. Noghabi, Sriram Subramanian, Priyesh Narayanan, Sivabalan Narayanan, Gopalakrishna Holla, Mammad Zadeh, Tianwei Li, Indranil Gupta, Roy H. Campbell

Ambry: LinkedIn's Scalable Geo-Distributed Object Store

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Automatic Generation of Normalized Relational Schemas from Nested Key-Value Data

Michael DiScala, Daniel J. Abadi

Automatic Generation of Normalized Relational Schemas from Nested Key-Value Data

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ERMIA: Fast Memory-Optimized Database System for Heterogeneous Workloads

Kangnyeon Kim, Tianzheng Wang, Ryan Johnson, Ippokratis Pandis

ERMIA: Fast Memory-Optimized Database System for Heterogeneous Workloads

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TicToc: Time Traveling Optimistic Concurrency Control

Xiangyao Yu, Andrew Pavlo, Daniel Sánchez, Srinivas Devadas

TicToc: Time Traveling Optimistic Concurrency Control

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Operator and Query Progress Estimation in Microsoft SQL Server Live Query Statistics

Kukjin Lee, Arnd Christian König, Vivek R. Narasayya, Bolin Ding, Surajit Chaudhuri, Brent Ellwein, Alexey Eksarevskiy, Manbeen Kohli, Jacob Wyant, Praneeta Prakash, Rimma V. Nehme, Jiexing Li, Jeffrey F. Naughton

Operator and Query Progress Estimation in Microsoft SQL Server Live Query Statistics

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Distributed Evaluation of Top-k Temporal Joins

Julien Pilourdault, Vincent Leroy, Sihem Amer-Yahia

Distributed Evaluation of Top-k Temporal Joins

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EmptyHeaded: A Relational Engine for Graph Processing

Christopher R. Aberger, Susan Tu, Kunle Olukotun, Christopher Ré

EmptyHeaded: A Relational Engine for Graph Processing

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Privacy Preserving Subgraph Matching on Large Graphs in Cloud

Zhao Chang, Lei Zou, Feifei Li

Privacy Preserving Subgraph Matching on Large Graphs in Cloud

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Quegel: A General-Purpose System for Querying Big Graphs

Qizhen Zhang, Da Yan, James Cheng

Quegel: A General-Purpose System for Querying Big Graphs

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Distributed Wavelet Thresholding for Maximum Error Metrics

Ioannis Mytilinis, Dimitrios Tsoumakos, Nectarios Koziris

Distributed Wavelet Thresholding for Maximum Error Metrics

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The CloudMdsQL Multistore System

Boyan Kolev, Carlyna Bondiombouy, Patrick Valduriez, Ricardo Jiménez-Peris, Raquel Pau, José Pereira

The CloudMdsQL Multistore System

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A Study of Sorting Algorithms on Approximate Memory

Shuang Chen, Shunning Jiang, Bingsheng He, Xueyan Tang

A Study of Sorting Algorithms on Approximate Memory

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Graph Summarization for Geo-correlated Trends Detection in Social Networks

Colin Biafore, Faisal Nawab

Graph Summarization for Geo-correlated Trends Detection in Social Networks

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Sharing-Aware Outlier Analytics over High-Volume Data Streams

Lei Cao, Jiayuan Wang, Elke A. Rundensteiner

Sharing-Aware Outlier Analytics over High-Volume Data Streams

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An Effective Syntax for Bounded Relational Queries

Yang Cao, Wenfei Fan

An Effective Syntax for Bounded Relational Queries

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A Hybrid Approach to Functional Dependency Discovery

Thorsten Papenbrock, Felix Naumann

A Hybrid Approach to Functional Dependency Discovery

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High-Performance Geospatial Analytics in HyPerSpace

Varun Pandey, Andreas Kipf, Dimitri Vorona, Tobias Mühlbauer, Thomas Neumann, Alfons Kemper

High-Performance Geospatial Analytics in HyPerSpace

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Efficient and Progressive Group Steiner Tree Search

Rong-Hua Li, Lu Qin, Jeffrey Xu Yu, Rui Mao

Efficient and Progressive Group Steiner Tree Search

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iOLAP: Managing Uncertainty for Efficient Incremental OLAP

Kai Zeng, Sameer Agarwal, Ion Stoica

iOLAP: Managing Uncertainty for Efficient Incremental OLAP

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LazyLSH: Approximate Nearest Neighbor Search for Multiple Distance Functions with a Single Index

Yuxin Zheng, Qi Guo, Anthony K. H. Tung, Sai Wu

LazyLSH: Approximate Nearest Neighbor Search for Multiple Distance Functions with a Single Index

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Speedup Graph Processing by Graph Ordering

Hao Wei, Jeffrey Xu Yu, Can Lu, Xuemin Lin

Speedup Graph Processing by Graph Ordering

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Provenance: On and Behind the Screens

Melanie Herschel, Marcel Hlawatsch

Provenance: On and Behind the Screens

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Automated Demand-driven Resource Scaling in Relational Database-as-a-Service

Sudipto Das, Feng Li, Vivek R. Narasayya, Arnd Christian König

Automated Demand-driven Resource Scaling in Relational Database-as-a-Service

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Range-based Obstructed Nearest Neighbor Queries

Huaijie Zhu, Xiaochun Yang, Bin Wang, Wang-Chien Lee

Range-based Obstructed Nearest Neighbor Queries

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Semistructured Models, Queries and Algebras in the Big Data Era: Tutorial Summary

Yannis Papakonstantinou

Semistructured Models, Queries and Algebras in the Big Data Era: Tutorial Summary

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Towards Globally Optimal Crowdsourcing Quality Management: The Uniform Worker Setting

Akash Das Sarma, Aditya G. Parameswaran, Jennifer Widom

Towards Globally Optimal Crowdsourcing Quality Management: The Uniform Worker Setting

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PerfEnforce Demonstration: Data Analytics with Performance Guarantees

Jennifer Ortiz, Brendan Lee, Magdalena Balazinska

PerfEnforce Demonstration: Data Analytics with Performance Guarantees

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RxSpatial: Reactive Spatial Library for Real-Time Location Tracking and Processing

Youying Shi, Abdeltawab M. Hendawi, Hossam Fattah, Mohamed H. Ali

RxSpatial: Reactive Spatial Library for Real-Time Location Tracking and Processing

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Real-time Video Recommendation Exploration

Yanxiang Huang, Bin Cui, Jie Jiang, Kunqian Hong, Wenyu Zhang, Yiran Xie

Real-time Video Recommendation Exploration

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CoDAR: Revealing the Generalized Procedure & Recommending Algorithms of Community Detection

Xiang Ying, Chaokun Wang, Meng Wang, Jeffrey Xu Yu, Jun Zhang

CoDAR: Revealing the Generalized Procedure & Recommending Algorithms of Community Detection

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FPTree: A Hybrid SCM-DRAM Persistent and Concurrent B-Tree for Storage Class Memory

Ismail Oukid, Johan Lasperas, Anisoara Nica, Thomas Willhalm, Wolfgang Lehner

FPTree: A Hybrid SCM-DRAM Persistent and Concurrent B-Tree for Storage Class Memory

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Matrix Sketching Over Sliding Windows

Zhewei Wei, Xuancheng Liu, Feifei Li, Shuo Shang, Xiaoyong Du, Ji-Rong Wen

Matrix Sketching Over Sliding Windows

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Simba: Efficient In-Memory Spatial Analytics

Dong Xie, Feifei Li, Bin Yao, Gefei Li, Liang Zhou, Minyi Guo

Simba: Efficient In-Memory Spatial Analytics

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Potential and Pitfalls of Domain-Specific Information Extraction at Web Scale

Astrid Rheinländer, Mario Lehmann, Anja Kunkel, Jörg Meier, Ulf Leser

Potential and Pitfalls of Domain-Specific Information Extraction at Web Scale

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Towards a Non-2PC Transaction Management in Distributed Database Systems

Qian Lin, Pengfei Chang, Gang Chen, Beng Chin Ooi, Kian-Lee Tan, Zhengkui Wang

Towards a Non-2PC Transaction Management in Distributed Database Systems

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Big Data Analytics with Datalog Queries on Spark

Alexander Shkapsky, Mohan Yang, Matteo Interlandi, Hsuan Chiu, Tyson Condie, Carlo Zaniolo

Big Data Analytics with Datalog Queries on Spark

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QUEPA: QUerying and Exploring a Polystore by Augmentation

Antonio Maccioni, Edoardo Basili, Riccardo Torlone

QUEPA: QUerying and Exploring a Polystore by Augmentation

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Elastic Pipelining in an In-Memory Database Cluster

Li Wang, Minqi Zhou, Zhenjie Zhang, Yin Yang, Aoying Zhou, Dina Bitton

Elastic Pipelining in an In-Memory Database Cluster

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Hybrid Garbage Collection for Multi-Version Concurrency Control in SAP HANA

Juchang Lee, Hyungyu Shin, Chang Gyoo Park, Seongyun Ko, Jaeyun Noh, Yongjae Chuh, Wolfgang Stephan, Wook-Shin Han

Hybrid Garbage Collection for Multi-Version Concurrency Control in SAP HANA

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Expressive Query Construction through Direct Manipulation of Nested Relational Results

Eirik Bakke, David R. Karger

Expressive Query Construction through Direct Manipulation of Nested Relational Results

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Spheres of Influence for More Effective Viral Marketing

Yasir Mehmood, Francesco Bonchi, David García-Soriano

Spheres of Influence for More Effective Viral Marketing

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PerNav: A Route Summarization Framework for Personalized Navigation

Yaguang Li, Han Su, Ugur Demiryurek, Bolong Zheng, Kai Zeng, Cyrus Shahabi

PerNav: A Route Summarization Framework for Personalized Navigation

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Optimization of Nested Queries using the NF2 Algebra

Jürgen Hölsch, Michael Grossniklaus, Marc H. Scholl

Optimization of Nested Queries using the NF2 Algebra

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Have Your Data and Query It Too: From Key-Value Caching to Big Data Management

Dipti Borkar, Ravi Mayuram, Gerald Sangudi, Michael J. Carey

Have Your Data and Query It Too: From Key-Value Caching to Big Data Management

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Micro-architectural Analysis of In-memory OLTP

Utku Sirin, Pinar Tözün, Danica Porobic, Anastasia Ailamaki

Micro-architectural Analysis of In-memory OLTP

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Robust and Noise Resistant Wrapper Induction

Tim Furche, Jinsong Guo, Sebastian Maneth, Christian Schallhart

Robust and Noise Resistant Wrapper Induction

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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

RDFind: Scalable Conditional Inclusion Dependency Discovery in RDF Datasets

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Interactive Search and Exploration of Waveform Data with Searchlight

Alexander Kalinin, Ugur Çetintemel, Stan Zdonik

Interactive Search and Exploration of Waveform Data with Searchlight

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DBSherlock: A Performance Diagnostic Tool for Transactional Databases

Dong Young Yoon, Ning Niu, Barzan Mozafari

DBSherlock: A Performance Diagnostic Tool for Transactional Databases

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iBFS: Concurrent Breadth-First Search on GPUs

Hang Liu, H. Howie Huang, Yang Hu

iBFS: Concurrent Breadth-First Search on GPUs

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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

The Snowflake Elastic Data Warehouse

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Wildfire: Concurrent Blazing Data Ingest and Analytics

Ronald Barber, Matt Huras, Guy M. Lohman, C. Mohan, René Müller, Fatma Özcan, Hamid Pirahesh, Vijayshankar Raman, Richard Sidle, Oleg Sidorkin, Adam J. Storm, Yuanyuan Tian, Pinar Tözün

Wildfire: Concurrent Blazing Data Ingest and Analytics

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Data Cleaning: Overview and Emerging Challenges

Xu Chu, Ihab F. Ilyas, Sanjay Krishnan, Jiannan Wang

Data Cleaning: Overview and Emerging Challenges

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Sample + Seek: Approximating Aggregates with Distribution Precision Guarantee

Bolin Ding, Silu Huang, Surajit Chaudhuri, Kaushik Chakrabarti, Chi Wang

Sample + Seek: Approximating Aggregates with Distribution Precision Guarantee

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AT-GIS: Highly Parallel Spatial Query Processing with Associative Transducers

Peter Ogden, David B. Thomas, Peter R. Pietzuch

AT-GIS: Highly Parallel Spatial Query Processing with Associative Transducers

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Distributed Set Reachability

Sairam Gurajada, Martin Theobald

Distributed Set Reachability

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ROLL: Fast In-Memory Generation of Gigantic Scale-free Networks

Ali Hadian, Sadegh Nobari, Behrouz Minaei-Bidgoli, Qiang Qu

ROLL: Fast In-Memory Generation of Gigantic Scale-free Networks

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Scalable Approximate Query Tracking over Highly Distributed Data Streams

Nikos Giatrakos, Antonios Deligiannakis, Minos N. Garofalakis

Scalable Approximate Query Tracking over Highly Distributed Data Streams

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Holistic Influence Maximization: Combining Scalability and Efficiency with Opinion-Aware Models

Sainyam Galhotra, Akhil Arora, Shourya Roy

Holistic Influence Maximization: Combining Scalability and Efficiency with Opinion-Aware Models

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Building the Enterprise Fabric for Big Data with Vertica and Spark Integration

Jeff LeFevre, Rui Liu, Cornelio Inigo, Lupita Paz, Edward Ma, Malú Castellanos, Meichun Hsu

Building the Enterprise Fabric for Big Data with Vertica and Spark Integration

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Scalable Pattern Sharing on Event Streams

Medhabi Ray, Chuan Lei, Elke A. Rundensteiner

Scalable Pattern Sharing on Event Streams

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Tornado: A System For Real-Time Iterative Analysis Over Evolving Data

Xiaogang Shi, Bin Cui, Yingxia Shao, Yunhai Tong

Tornado: A System For Real-Time Iterative Analysis Over Evolving Data

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TARDiS: A Branch-and-Merge Approach To Weak Consistency

Natacha Crooks, Youer Pu, Nancy Estrada, Trinabh Gupta, Lorenzo Alvisi, Allen Clement

TARDiS: A Branch-and-Merge Approach To Weak Consistency

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Querying Geo-Textual Data: Spatial Keyword Queries and Beyond

Gao Cong, Christian S. Jensen

Querying Geo-Textual Data: Spatial Keyword Queries and Beyond

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Data Polygamy: The Many-Many Relationships among Urban Spatio-Temporal Data Sets

Fernando Chirigati, Harish Doraiswamy, Theodoros Damoulas, Juliana Freire

Data Polygamy: The Many-Many Relationships among Urban Spatio-Temporal Data Sets

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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

Page As You Go: Piecewise Columnar Access In SAP HANA

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K-means Split Revisited: Well-grounded Approach and Experimental Evaluation

Valentin D. Grigorev, George A. Chernishev

K-means Split Revisited: Well-grounded Approach and Experimental Evaluation

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Publishing Graph Degree Distribution with Node Differential Privacy

Wei-Yen Day, Ninghui Li, Min Lyu

Publishing Graph Degree Distribution with Node Differential Privacy

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Exploring Privacy-Accuracy Tradeoffs using DPComp

Michael Hay, Ashwin Machanavajjhala, Gerome Miklau, Yan Chen, Dan Zhang, George Bissias

Exploring Privacy-Accuracy Tradeoffs using DPComp

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Adaptive Logging: Optimizing Logging and Recovery Costs in Distributed In-memory Databases

Chang Yao, Divyakant Agrawal, Gang Chen, Beng Chin Ooi, Sai Wu

Adaptive Logging: Optimizing Logging and Recovery Costs in Distributed In-memory Databases

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Searching Web Data using MinHash LSH

BiChen Rao, Erkang Zhu

Searching Web Data using MinHash LSH

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SparkR: Scaling R Programs with Spark

Shivaram Venkataraman, Zongheng Yang, Davies Liu, Eric Liang, Hossein Falaki, Xiangrui Meng, Reynold Xin, Ali Ghodsi, Michael J. Franklin, Ion Stoica, Matei Zaharia

SparkR: Scaling R Programs with Spark

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Making the Case for Query-by-Voice with EchoQuery

Gabriel Lyons, Vinh Tran, Carsten Binnig, Ugur Çetintemel, Tim Kraska

Making the Case for Query-by-Voice with EchoQuery

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THEMIS: Fairness in Federated Stream Processing under Overload

Evangelia Kalyvianaki, Marco Fiscato, Theodoros Salonidis, Peter R. Pietzuch

THEMIS: Fairness in Federated Stream Processing under Overload

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To Join or Not to Join?: Thinking Twice about Joins before Feature Selection

Arun Kumar, Jeffrey F. Naughton, Jignesh M. Patel, Xiaojin Zhu

To Join or Not to Join?: Thinking Twice about Joins before Feature Selection

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REACT: Context-Sensitive Recommendations for Data Analysis

Tova Milo, Amit Somech

REACT: Context-Sensitive Recommendations for Data Analysis

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How to Win a Hot Dog Eating Contest: Distributed Incremental View Maintenance with Batch Updates

Milos Nikolic, Mohammad Dashti, Christoph Koch

How to Win a Hot Dog Eating Contest: Distributed Incremental View Maintenance with Batch Updates

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UpBit: Scalable In-Memory Updatable Bitmap Indexing

Manos Athanassoulis, Zheng Yan, Stratos Idreos

UpBit: Scalable In-Memory Updatable Bitmap Indexing

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Query Planning for Evaluating SPARQL Property Paths

Nikolay Yakovets, Parke Godfrey, Jarek Gryz

Query Planning for Evaluating SPARQL Property Paths

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Emma in Action: Declarative Dataflows for Scalable Data Analysis

Alexander Alexandrov, Andreas Salzmann, Georgi Krastev, Asterios Katsifodimos, Volker Markl

Emma in Action: Declarative Dataflows for Scalable Data Analysis

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Constraint-Variance Tolerant Data Repairing

Shaoxu Song, Han Zhu, Jianmin Wang

Constraint-Variance Tolerant Data Repairing

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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

SABER: Window-Based Hybrid Stream Processing for Heterogeneous Architectures

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How to Architect a Query Compiler

Amir Shaikhha, Yannis Klonatos, Lionel Parreaux, Lewis Brown, Mohammad Dashti, Christoph Koch

How to Architect a Query Compiler

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Time Adaptive Sketches (Ada-Sketches) for Summarizing Data Streams

Anshumali Shrivastava, Arnd Christian König, Mikhail Bilenko

Time Adaptive Sketches (Ada-Sketches) for Summarizing Data Streams

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Principled Evaluation of Differentially Private Algorithms using DPBench

Michael Hay, Ashwin Machanavajjhala, Gerome Miklau, Yan Chen, Dan Zhang

Principled Evaluation of Differentially Private Algorithms using DPBench

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Sampling-Based Query Re-Optimization

Wentao Wu, Jeffrey F. Naughton, Harneet Singh

Sampling-Based Query Re-Optimization

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What Makes a Good Physical plan?: Experiencing Hardware-Conscious Query Optimization with Candomblé

Holger Pirk, Oscar Moll, Sam Madden

What Makes a Good Physical plan?: Experiencing Hardware-Conscious Query Optimization with Candomblé

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SourceSight: Enabling Effective Source Selection

Theodoros Rekatsinas, Amol Deshpande, Xin Luna Dong, Lise Getoor, Divesh Srivastava

SourceSight: Enabling Effective Source Selection

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Minimizing Average Regret Ratio in Database

Sepanta Zeighami, Raymond Chi-Wing Wong

Minimizing Average Regret Ratio in Database

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PrivTree: A Differentially Private Algorithm for Hierarchical Decompositions

Jun Zhang, Xiaokui Xiao, Xing Xie

PrivTree: A Differentially Private Algorithm for Hierarchical Decompositions

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Learning Linear Regression Models over Factorized Joins

Maximilian Schleich, Dan Olteanu, Radu Ciucanu

Learning Linear Regression Models over Factorized Joins

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Dynamic Prefetching of Data Tiles for Interactive Visualization

Leilani Battle, Remco Chang, Michael Stonebraker

Dynamic Prefetching of Data Tiles for Interactive Visualization

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Efficient Subgraph Matching by Postponing Cartesian Products

Fei Bi, Lijun Chang, Xuemin Lin, Lu Qin, Wenjie Zhang

Efficient Subgraph Matching by Postponing Cartesian Products

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