ACM International Conference on Management of Data, SIGMOD 2015


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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Exploiting Matrix Dependency for Efficient Distributed Matrix Computation

Lele Yu, Yingxia Shao, Bin Cui

Exploiting Matrix Dependency for Efficient Distributed Matrix Computation

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LASH: Large-Scale Sequence Mining with Hierarchies

Kaustubh Beedkar, Rainer Gemulla

LASH: Large-Scale Sequence Mining with Hierarchies

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Smooth Task Migration in Apache Storm

Mansheng Yang, Richard T. B. Ma

Smooth Task Migration in Apache Storm

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Bayesian Differential Privacy on Correlated Data

Bin Yang, Issei Sato, Hiroshi Nakagawa

Bayesian Differential Privacy on Correlated Data

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Resource Elasticity for Large-Scale Machine Learning

Botong Huang, Matthias Boehm, Yuanyuan Tian, Berthold Reinwald, Shirish Tatikonda, Frederick R. Reiss

Resource Elasticity for Large-Scale Machine Learning

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Distributed Online Tracking

Mingwang Tang, Feifei Li, Yufei Tao

Distributed Online Tracking

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Madeus: Database Live Migration Middleware under Heavy Workloads for Cloud Environment

Takeshi Mishima, Yasuhiro Fujiwara

Madeus: Database Live Migration Middleware under Heavy Workloads for Cloud Environment

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One Loop Does Not Fit All

Styliani Pantela, Stratos Idreos

One Loop Does Not Fit All

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Quality-Driven Continuous Query Execution over Out-of-Order Data Streams

Yuanzhen Ji, Hongjin Zhou, Zbigniew Jerzak, Anisoara Nica, Gregor Hackenbroich, Christof Fetzer

Quality-Driven Continuous Query Execution over Out-of-Order Data Streams

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MoDisSENSE: A Distributed Spatio-Temporal and Textual Processing Platform for Social Networking Services

Ioannis Mytilinis, Ioannis Giannakopoulos, Ioannis Konstantinou, Katerina Doka, Dimitrios Tsitsigkos, Manolis Terrovitis, Lampros Giampouras, Nectarios Koziris

MoDisSENSE: A Distributed Spatio-Temporal and Textual Processing Platform for Social Networking Services

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DocRicher: An Automatic Annotation System for Text Documents Using Social Media

Qiang Hu, Qi Liu, Xiaoli Wang, Anthony K. H. Tung, Shubham Goyal, Jisong Yang

DocRicher: An Automatic Annotation System for Text Documents Using Social Media

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Mining Subjective Properties on the Web

Immanuel Trummer, Alon Y. Halevy, Hongrae Lee, Sunita Sarawagi, Rahul Gupta

Mining Subjective Properties on the Web

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CE-Storm: Confidential Elastic Processing of Data Streams

Nick R. Katsipoulakis, Cory Thoma, Eric A. Gratta, Alexandros Labrinidis, Adam J. Lee, Panos K. Chrysanthis

CE-Storm: Confidential Elastic Processing of Data Streams

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Updating Graph Indices with a One-Pass Algorithm

Dayu Yuan, Prasenjit Mitra, Huiwen Yu, C. Lee Giles

Updating Graph Indices with a One-Pass Algorithm

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k-Hit Query: Top-k Query with Probabilistic Utility Function

Peng Peng, Raymond Chi-Wing Wong

k-Hit Query: Top-k Query with Probabilistic Utility Function

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Efficient Similarity Join and Search on Multi-Attribute Data

Guoliang Li, Jian He, Dong Deng, Jian Li

Efficient Similarity Join and Search on Multi-Attribute Data

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Rethinking SIMD Vectorization for In-Memory Databases

Orestis Polychroniou, Arun Raghavan, Kenneth A. Ross

Rethinking SIMD Vectorization for In-Memory Databases

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TEGRA: Table Extraction by Global Record Alignment

Xu Chu, Yeye He, Kaushik Chakrabarti, Kris Ganjam

TEGRA: Table Extraction by Global Record Alignment

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The Flatter, the Better: Query Compilation Based on the Flattening Transformation

Alexander Ulrich, Torsten Grust

The Flatter, the Better: Query Compilation Based on the Flattening Transformation

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Private Release of Graph Statistics using Ladder Functions

Jun Zhang, Graham Cormode, Cecilia M. Procopiuc, Divesh Srivastava, Xiaokui Xiao

Private Release of Graph Statistics using Ladder Functions

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STORM: Spatio-Temporal Online Reasoning and Management of Large Spatio-Temporal Data

Robert Christensen, Lu Wang, Feifei Li, Ke Yi, Jun Tang, Natalee Villa

STORM: Spatio-Temporal Online Reasoning and Management of Large Spatio-Temporal Data

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Query-Oriented Data Cleaning with Oracles

Moria Bergman, Tova Milo, Slava Novgorodov, Wang Chiew Tan

Query-Oriented Data Cleaning with Oracles

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Spark SQL: Relational Data Processing in Spark

Michael Armbrust, Reynold S. Xin, Cheng Lian, Yin Huai, Davies Liu, Joseph K. Bradley, Xiangrui Meng, Tomer Kaftan, Michael J. Franklin, Ali Ghodsi, Matei Zaharia

Spark SQL: Relational Data Processing in Spark

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Automatic Enforcement of Data Use Policies with DataLawyer

Prasang Upadhyaya, Magdalena Balazinska, Dan Suciu

Automatic Enforcement of Data Use Policies with DataLawyer

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Analytics in Motion: High Performance Event-Processing AND Real-Time Analytics in the Same Database

Lucas Braun, Thomas Etter, Georgios Gasparis, Martin Kaufmann, Donald Kossmann, Daniel Widmer, Aharon Avitzur, Anthony Iliopoulos, Eliezer Levy, Ning Liang

Analytics in Motion: High Performance Event-Processing AND Real-Time Analytics in the Same Database

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Authenticated Online Data Integration Services

Qian Chen, Haibo Hu, Jianliang Xu

Authenticated Online Data Integration Services

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Knowledge Curation and Knowledge Fusion: Challenges, Models and Applications

Xin Luna Dong, Divesh Srivastava

Knowledge Curation and Knowledge Fusion: Challenges, Models and Applications

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k-Shape: Efficient and Accurate Clustering of Time Series

John Paparrizos, Luis Gravano

k-Shape: Efficient and Accurate Clustering of Time Series

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A SQL Debugger Built from Spare Parts: Turning a SQL: 1999 Database System into Its Own Debugger

Benjamin Dietrich, Torsten Grust

A SQL Debugger Built from Spare Parts: Turning a SQL: 1999 Database System into Its Own Debugger

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Amazon Redshift and the Case for Simpler Data Warehouses

Anurag Gupta, Deepak Agarwal, Derek Tan, Jakub Kulesza, Rahul Pathak, Stefano Stefani, Vidhya Srinivasan

Amazon Redshift and the Case for Simpler Data Warehouses

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Minimum Spanning Trees in Temporal Graphs

Silu Huang, Ada Wai-Chee Fu, Ruifeng Liu

Minimum Spanning Trees in Temporal Graphs

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Output-sensitive Evaluation of Prioritized Skyline Queries

Niccolò Meneghetti, Denis Mindolin, Paolo Ciaccia, Jan Chomicki

Output-sensitive Evaluation of Prioritized Skyline Queries

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Demonstrating "Data Near Here": Scientific Data Search

V. M. Megler, David Maier

Demonstrating "Data Near Here": Scientific Data Search

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Optimal Spatial Dominance: An Effective Search of Nearest Neighbor Candidates

Xiaoyang Wang, Ying Zhang, Wenjie Zhang, Xuemin Lin, Muhammad Aamir Cheema

Optimal Spatial Dominance: An Effective Search of Nearest Neighbor Candidates

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D2WORM: A Management Infrastructure for Distributed Data-centric Workflows

Martin Jergler, Mohammad Sadoghi, Hans-Arno Jacobsen

D2WORM: A Management Infrastructure for Distributed Data-centric Workflows

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The Power Behind the Throne: Information Integration in the Age of Data-Driven Discovery

Laura M. Haas

The Power Behind the Throne: Information Integration in the Age of Data-Driven Discovery

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Slider: An Efficient Incremental Reasoner

Jules Chevalier, Julien Subercaze, Christophe Gravier, Frédérique Laforest

Slider: An Efficient Incremental Reasoner

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Efficient Enumeration of Maximal k-Plexes

Devora Berlowitz, Sara Cohen, Benny Kimelfeld

Efficient Enumeration of Maximal k-Plexes

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Thrifty: Offering Parallel Database as a Service using the Shared-Process Approach

Petrie Wong, Zhian He, Ziqiang Feng, Wenjian Xu, Eric Lo

Thrifty: Offering Parallel Database as a Service using the Shared-Process Approach

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Weighted Coverage based Reviewer Assignment

Ngai Meng Kou, Leong Hou U, Nikos Mamoulis, Zhiguo Gong

Weighted Coverage based Reviewer Assignment

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QMapper for Smart Grid: Migrating SQL-based Application to Hive

Yue Wang, Yingzhong Xu, Yue Liu, Jian Chen, Songlin Hu

QMapper for Smart Grid: Migrating SQL-based Application to Hive

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iCrowd: An Adaptive Crowdsourcing Framework

Ju Fan, Guoliang Li, Beng Chin Ooi, Kian-Lee Tan, Jianhua Feng

iCrowd: An Adaptive Crowdsourcing Framework

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sPCA: Scalable Principal Component Analysis for Big Data on Distributed Platforms

Tarek Elgamal, Maysam Yabandeh, Ashraf Aboulnaga, Waleed Mustafa, Mohamed Hefeeda

sPCA: Scalable Principal Component Analysis for Big Data on Distributed Platforms

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Collaborative Access Control in WebdamLog

Vera Zaychik Moffitt, Julia Stoyanovich, Serge Abiteboul, Gerome Miklau

Collaborative Access Control in WebdamLog

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Scalable Distributed Stream Join Processing

Qian Lin, Beng Chin Ooi, Zhengkui Wang, Cui Yu

Scalable Distributed Stream Join Processing

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Optimizing Optimistic Concurrency Control for Tree-Structured, Log-Structured Databases

Philip A. Bernstein, Sudipto Das, Bailu Ding, Markus Pilman

Optimizing Optimistic Concurrency Control for Tree-Structured, Log-Structured Databases

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The Importance of Being Expert: Efficient Max-Finding in Crowdsourcing

Aris Anagnostopoulos, Luca Becchetti, Adriano Fazzone, Ida Mele, Matteo Riondato

The Importance of Being Expert: Efficient Max-Finding in Crowdsourcing

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Job Scheduling with Minimizing Data Communication Costs

Trevor Clinkenbeard, Anisoara Nica

Job Scheduling with Minimizing Data Communication Costs

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SQLGraph: An Efficient Relational-Based Property Graph Store

Wen Sun, Achille Fokoue, Kavitha Srinivas, Anastasios Kementsietsidis, Gang Hu, Guo Tong Xie

SQLGraph: An Efficient Relational-Based Property Graph Store

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Self-Tuning, GPU-Accelerated Kernel Density Models for Multidimensional Selectivity Estimation

Max Heimel, Martin Kiefer, Volker Markl

Self-Tuning, GPU-Accelerated Kernel Density Models for Multidimensional Selectivity Estimation

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Modular Order-Preserving Encryption, Revisited

Charalampos Mavroforakis, Nathan Chenette, Adam O'Neill, George Kollios, Ran Canetti

Modular Order-Preserving Encryption, Revisited

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Linking Temporal Records for Profiling Entities

Furong Li, Mong-Li Lee, Wynne Hsu, Wang-Chiew Tan

Linking Temporal Records for Profiling Entities

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DunceCap: Query Plans Using Generalized Hypertree Decompositions

Susan Tu, Christopher Ré

DunceCap: Query Plans Using Generalized Hypertree Decompositions

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The Homeostasis Protocol: Avoiding Transaction Coordination Through Program Analysis

Sudip Roy, Lucja Kot, Gabriel Bender, Bailu Ding, Hossein Hojjat, Christoph Koch, Nate Foster, Johannes Gehrke

The Homeostasis Protocol: Avoiding Transaction Coordination Through Program Analysis

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CliffGuard: A Principled Framework for Finding Robust Database Designs

Barzan Mozafari, Eugene Zhen Ye Goh, Dong Young Yoon

CliffGuard: A Principled Framework for Finding Robust Database Designs

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QE3D: Interactive Visualization and Exploration of Complex, Distributed Query Plans

Daniel Scheibli, Christian Dinse, Alexander Boehm

QE3D: Interactive Visualization and Exploration of Complex, Distributed Query Plans

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Feral Concurrency Control: An Empirical Investigation of Modern Application Integrity

Peter Bailis, Alan Fekete, Michael J. Franklin, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica

Feral Concurrency Control: An Empirical Investigation of Modern Application Integrity

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An Incremental Anytime Algorithm for Multi-Objective Query Optimization

Immanuel Trummer, Christoph Koch

An Incremental Anytime Algorithm for Multi-Objective Query Optimization

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Online Video Recommendation in Sharing Community

Xiangmin Zhou, Lei Chen, Yanchun Zhang, Longbing Cao, Guangyan Huang, Chen Wang

Online Video Recommendation in Sharing Community

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THERMAL-JOIN: A Scalable Spatial Join for Dynamic Workloads

Farhan Tauheed, Thomas Heinis, Anastasia Ailamaki

THERMAL-JOIN: A Scalable Spatial Join for Dynamic Workloads

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A Secure Search Engine for the Personal Cloud

Saliha Lallali, Nicolas Anciaux, Iulian Sandu Popa, Philippe Pucheral

A Secure Search Engine for the Personal Cloud

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tDP: An Optimal-Latency Budget Allocation Strategy for Crowdsourced MAXIMUM Operations

Vasilis Verroios, Peter Lofgren, Hector Garcia-Molina

tDP: An Optimal-Latency Budget Allocation Strategy for Crowdsourced MAXIMUM Operations

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DunceCap: Compiling Worst-Case Optimal Query Plans

Adam Perelman, Christopher Ré

DunceCap: Compiling Worst-Case Optimal Query Plans

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Let's Talk About Storage & Recovery Methods for Non-Volatile Memory Database Systems

Joy Arulraj, Andrew Pavlo, Subramanya Dulloor

Let's Talk About Storage & Recovery Methods for Non-Volatile Memory Database Systems

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GetReal: Towards Realistic Selection of Influence Maximization Strategies in Competitive Networks

Hui Li, Sourav S. Bhowmick, Jiangtao Cui, Yunjun Gao, Jianfeng Ma

GetReal: Towards Realistic Selection of Influence Maximization Strategies in Competitive Networks

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Utility-Aware Social Event-Participant Planning

Jieying She, Yongxin Tong, Lei Chen

Utility-Aware Social Event-Participant Planning

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Squall: Fine-Grained Live Reconfiguration for Partitioned Main Memory Databases

Aaron J. Elmore, Vaibhav Arora, Rebecca Taft, Andrew Pavlo, Divyakant Agrawal, Amr El Abbadi

Squall: Fine-Grained Live Reconfiguration for Partitioned Main Memory Databases

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Implicit Parallelism through Deep Language Embedding

Alexander Alexandrov, Andreas Kunft, Asterios Katsifodimos, Felix Schüler, Lauritz Thamsen, Odej Kao, Tobias Herb, Volker Markl

Implicit Parallelism through Deep Language Embedding

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SharkDB: An In-Memory Storage System for Massive Trajectory Data

Haozhou Wang, Kai Zheng, Xiaofang Zhou, Shazia Wasim Sadiq

SharkDB: An In-Memory Storage System for Massive Trajectory Data

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ENKI: Access Control for Encrypted Query Processing

Isabelle Hang, Florian Kerschbaum, Ernesto Damiani

ENKI: Access Control for Encrypted Query Processing

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StoryPivot: Comparing and Contrasting Story Evolution

Anja Gruenheid, Donald Kossmann, Theodoros Rekatsinas, Divesh Srivastava

StoryPivot: Comparing and Contrasting Story Evolution

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The TagAdvisor: Luring the Lurkers to Review Web Items

Azade Nazi, Mahashweta Das, Gautam Das

The TagAdvisor: Luring the Lurkers to Review Web Items

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A Padded Encoding Scheme to Accelerate Scans by Leveraging Skew

Yinan Li, Craig Chasseur, Jignesh M. Patel

A Padded Encoding Scheme to Accelerate Scans by Leveraging Skew

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From Theory to Practice: Efficient Join Query Evaluation in a Parallel Database System

Shumo Chu, Magdalena Balazinska, Dan Suciu

From Theory to Practice: Efficient Join Query Evaluation in a Parallel Database System

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Identifying the Extent of Completeness of Query Answers over Partially Complete Databases

Simon Razniewski, Flip Korn, Werner Nutt, Divesh Srivastava

Identifying the Extent of Completeness of Query Answers over Partially Complete Databases

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RBench: Application-Specific RDF Benchmarking

Shi Qiao, Z. Meral Özsoyoglu

RBench: Application-Specific RDF Benchmarking

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Even Metadata is Getting Big: Annotation Summarization using InsightNotes

Dongqing Xiao, Armir Bashllari, Tyler Menard, Mohamed Y. Eltabakh

Even Metadata is Getting Big: Annotation Summarization using InsightNotes

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Rethinking Data-Intensive Science Using Scalable Analytics Systems

Frank Austin Nothaft, Matt Massie, Timothy Danford, Zhao Zhang, Uri Laserson, Carl Yeksigian, Jey Kottalam, Arun Ahuja, Jeff Hammerbacher, Michael D. Linderman, Michael J. Franklin, Anthony D. Joseph, David A. Patterson

Rethinking Data-Intensive Science Using Scalable Analytics Systems

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On Improving User Response Times in Tableau

Pawel Terlecki, Fei Xu, Marianne Shaw, Valeri Kim, Richard Michael Grantham Wesley

On Improving User Response Times in Tableau

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QASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications

Yudian Zheng, Jiannan Wang, Guoliang Li, Reynold Cheng, Jianhua Feng

QASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications

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From Data to Insights @ Bare Metal Speed

Jignesh M. Patel

From Data to Insights @ Bare Metal Speed

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Graft: A Debugging Tool For Apache Giraph

Semih Salihoglu, Jaeho Shin, Vikesh Khanna, Ba Quan Truong, Jennifer Widom

Graft: A Debugging Tool For Apache Giraph

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Why Big Data Industrial Systems Need Rules and What We Can Do About It

Paul Suganthan G. C., Chong Sun, Krishna Gayatri K., Haojun Zhang, Frank Yang, Narasimhan Rampalli, Shishir Prasad, Esteban Arcaute, Ganesh Krishnan, Rohit Deep, Vijay Raghavendra, AnHai Doan

Why Big Data Industrial Systems Need Rules and What We Can Do About It

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ALEX: Automatic Link Exploration in Linked Data

Ahmed El-Roby, Ashraf Aboulnaga

ALEX: Automatic Link Exploration in Linked Data

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KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing

Xu Chu, John Morcos, Ihab F. Ilyas, Mourad Ouzzani, Paolo Papotti, Nan Tang, Yin Ye

KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing

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Just can't get enough: Synthesizing Big Data

Tilmann Rabl, Manuel Danisch, Michael Frank, Sebastian Schindler, Hans-Arno Jacobsen

Just can't get enough: Synthesizing Big Data

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Rack-Scale In-Memory Join Processing using RDMA

Claude Barthels, Simon Loesing, Gustavo Alonso, Donald Kossmann

Rack-Scale In-Memory Join Processing using RDMA

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Purity: Building Fast, Highly-Available Enterprise Flash Storage from Commodity Components

John Colgrove, John D. Davis, John Hayes, Ethan L. Miller, Cary Sandvig, Russell Sears, Ari Tamches, Neil Vachharajani, Feng Wang

Purity: Building Fast, Highly-Available Enterprise Flash Storage from Commodity Components

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SMiLer: A Semi-Lazy Time Series Prediction System for Sensors

Jingbo Zhou, Anthony K. H. Tung

SMiLer: A Semi-Lazy Time Series Prediction System for Sensors

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BEAR: Block Elimination Approach for Random Walk with Restart on Large Graphs

Kijung Shin, Jinhong Jung, Lee Sael, U Kang

BEAR: Block Elimination Approach for Random Walk with Restart on Large Graphs

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Optimistic Recovery for Iterative Dataflows in Action

Sergey Dudoladov, Chen Xu, Sebastian Schelter, Asterios Katsifodimos, Stephan Ewen, Kostas Tzoumas, Volker Markl

Optimistic Recovery for Iterative Dataflows in Action

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Minimizing Commit Latency of Transactions in Geo-Replicated Data Stores

Faisal Nawab, Vaibhav Arora, Divyakant Agrawal, Amr El Abbadi

Minimizing Commit Latency of Transactions in Geo-Replicated Data Stores

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Data Management in Non-Volatile Memory

Stratis D. Viglas

Data Management in Non-Volatile Memory

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Large-scale Predictive Analytics in Vertica: Fast Data Transfer, Distributed Model Creation, and In-database Prediction

Shreya Prasad, Arash Fard, Vishrut Gupta, Jorge Martinez, Jeff LeFevre, Vincent Xu, Meichun Hsu, Indrajit Roy

Large-scale Predictive Analytics in Vertica: Fast Data Transfer, Distributed Model Creation, and In-database Prediction

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SCREEN: Stream Data Cleaning under Speed Constraints

Shaoxu Song, Aoqian Zhang, Jianmin Wang, Philip S. Yu

SCREEN: Stream Data Cleaning under Speed Constraints

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Holistic Indexing in Main-memory Column-stores

Eleni Petraki, Stratos Idreos, Stefan Manegold

Holistic Indexing in Main-memory Column-stores

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Cache-Efficient Aggregation: Hashing Is Sorting

Ingo Müller, Peter Sanders, Arnaud Lacurie, Wolfgang Lehner, Franz Färber

Cache-Efficient Aggregation: Hashing Is Sorting

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NL2CM: A Natural Language Interface to Crowd Mining

Yael Amsterdamer, Anna Kukliansky, Tova Milo

NL2CM: A Natural Language Interface to Crowd Mining

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BenchPress: Dynamic Workload Control in the OLTP-Bench Testbed

Dana Van Aken, Djellel Eddine Difallah, Andrew Pavlo, Carlo Curino, Philippe Cudré-Mauroux

BenchPress: Dynamic Workload Control in the OLTP-Bench Testbed

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Twister Tries: Approximate Hierarchical Agglomerative Clustering for Average Distance in Linear Time

Michael Cochez, Hao Mou

Twister Tries: Approximate Hierarchical Agglomerative Clustering for Average Distance in Linear Time

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Overview of Data Exploration Techniques

Stratos Idreos, Olga Papaemmanouil, Surajit Chaudhuri

Overview of Data Exploration Techniques

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Skew-Aware Join Optimization for Array Databases

Jennie Duggan, Olga Papaemmanouil, Leilani Battle, Michael Stonebraker

Skew-Aware Join Optimization for Array Databases

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TencentRec: Real-time Stream Recommendation in Practice

Yanxiang Huang, Bin Cui, Wenyu Zhang, Jie Jiang, Ying Xu

TencentRec: Real-time Stream Recommendation in Practice

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From Group Recommendations to Group Formation

Senjuti Basu Roy, Laks V. S. Lakshmanan, Rui Liu

From Group Recommendations to Group Formation

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Microblog Entity Linking with Social Temporal Context

Wen Hua, Kai Zheng, Xiaofang Zhou

Microblog Entity Linking with Social Temporal Context

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Divide & Conquer: I/O Efficient Depth-First Search

Zhiwei Zhang, Jeffrey Xu Yu, Lu Qin, Zechao Shang

Divide & Conquer: I/O Efficient Depth-First Search

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Distributed Outlier Detection using Compressive Sensing

Ying Yan, Jiaxing Zhang, Bojun Huang, Xuzhan Sun, Jiaqi Mu, Zheng Zhang, Thomas Moscibroda

Distributed Outlier Detection using Compressive Sensing

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Design and Implementation of the LogicBlox System

Molham Aref, Balder ten Cate, Todd J. Green, Benny Kimelfeld, Dan Olteanu, Emir Pasalic, Todd L. Veldhuizen, Geoffrey Washburn

Design and Implementation of the LogicBlox System

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The Minimum Wiener Connector Problem

Natali Ruchansky, Francesco Bonchi, David García-Soriano, Francesco Gullo, Nicolas Kourtellis

The Minimum Wiener Connector Problem

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G-OLA: Generalized On-Line Aggregation for Interactive Analysis on Big Data

Kai Zeng, Sameer Agarwal, Ankur Dave, Michael Armbrust, Ion Stoica

G-OLA: Generalized On-Line Aggregation for Interactive Analysis on Big Data

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The LDBC Social Network Benchmark: Interactive Workload

Orri Erling, Alex Averbuch, Josep-Lluís Larriba-Pey, Hassan Chafi, Andrey Gubichev, Arnau Prat-Pérez, Minh-Duc Pham, Peter A. Boncz

The LDBC Social Network Benchmark: Interactive Workload

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Exploratory Keyword Search with Interactive Input

Zhifeng Bao, Yong Zeng, H. V. Jagadish, Tok Wang Ling

Exploratory Keyword Search with Interactive Input

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Apache Tez: A Unifying Framework for Modeling and Building Data Processing Applications

Bikas Saha, Hitesh Shah, Siddharth Seth, Gopal Vijayaraghavan, Arun C. Murthy, Carlo Curino

Apache Tez: A Unifying Framework for Modeling and Building Data Processing Applications

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PAXQuery: Parallel Analytical XML Processing

Jesús Camacho-Rodríguez, Dario Colazzo, Ioana Manolescu, Juan A. M. Naranjo

PAXQuery: Parallel Analytical XML Processing

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SEMROD: Secure and Efficient MapReduce Over HybriD Clouds

Kerim Yasin Oktay, Sharad Mehrotra, Vaibhav Khadilkar, Murat Kantarcioglu

SEMROD: Secure and Efficient MapReduce Over HybriD Clouds

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Efficient Algorithms for Answering the m-Closest Keywords Query

Tao Guo, Xin Cao, Gao Cong

Efficient Algorithms for Answering the m-Closest Keywords Query

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Machine Learning and Databases: The Sound of Things to Come or a Cacophony of Hype?

Christopher Ré, Divy Agrawal, Magdalena Balazinska, Michael J. Cafarella, Michael I. Jordan, Tim Kraska, Raghu Ramakrishnan

Machine Learning and Databases: The Sound of Things to Come or a Cacophony of Hype?

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A Demonstration of Rubato DB: A Highly Scalable NewSQL Database System for OLTP and Big Data Applications

Li-Yan Yuan, Lengdong Wu, Jia-Huai You, Yan Chi

A Demonstration of Rubato DB: A Highly Scalable NewSQL Database System for OLTP and Big Data Applications

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Ringo: Interactive Graph Analytics on Big-Memory Machines

Yonathan Perez, Rok Sosic, Arijit Banerjee, Rohan Puttagunta, Martin Raison, Pararth Shah, Jure Leskovec

Ringo: Interactive Graph Analytics on Big-Memory Machines

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Fast Serializable Multi-Version Concurrency Control for Main-Memory Database Systems

Thomas Neumann, Tobias Mühlbauer, Alfons Kemper

Fast Serializable Multi-Version Concurrency Control for Main-Memory Database Systems

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ByteSlice: Pushing the Envelop of Main Memory Data Processing with a New Storage Layout

Ziqiang Feng, Eric Lo, Ben Kao, Wenjian Xu

ByteSlice: Pushing the Envelop of Main Memory Data Processing with a New Storage Layout

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Exploiting Correlations for Expensive Predicate Evaluation

Manas Joglekar, Hector Garcia-Molina, Aditya G. Parameswaran, Christopher Ré

Exploiting Correlations for Expensive Predicate Evaluation

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DBSCAN Revisited: Mis-Claim, Un-Fixability, and Approximation

Junhao Gan, Yufei Tao

DBSCAN Revisited: Mis-Claim, Un-Fixability, and Approximation

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Influence Maximization in Near-Linear Time: A Martingale Approach

Youze Tang, Yanchen Shi, Xiaokui Xiao

Influence Maximization in Near-Linear Time: A Martingale Approach

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Learning Generalized Linear Models Over Normalized Data

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

Learning Generalized Linear Models Over Normalized Data

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Oracle Workload Intelligence

Quoc Trung Tran, Konstantinos Morfonios, Neoklis Polyzotis

Oracle Workload Intelligence

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Graph-Aware, Workload-Adaptive SPARQL Query Caching

Nikolaos Papailiou, Dimitrios Tsoumakos, Panagiotis Karras, Nectarios Koziris

Graph-Aware, Workload-Adaptive SPARQL Query Caching

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Real-Time Multi-Criteria Social Graph Partitioning: A Game Theoretic Approach

Nikos Armenatzoglou, Huy Pham, Vasilis Ntranos, Dimitris Papadias, Cyrus Shahabi

Real-Time Multi-Criteria Social Graph Partitioning: A Game Theoretic Approach

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Left Bit Right: For SPARQL Join Queries with OPTIONAL Patterns (Left-outer-joins)

Medha Atre

Left Bit Right: For SPARQL Join Queries with OPTIONAL Patterns (Left-outer-joins)

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FTT: A System for Finding and Tracking Tourists in Public Transport Services

Huayu Wu, Jo-Anne Tan, Wee Siong Ng, Mingqiang Xue, Wei Chen

FTT: A System for Finding and Tracking Tourists in Public Transport Services

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Minimizing Efforts in Validating Crowd Answers

Nguyen Quoc Viet Hung, Duong Chi Thang, Matthias Weidlich, Karl Aberer

Minimizing Efforts in Validating Crowd Answers

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Crowd-Based Deduplication: An Adaptive Approach

Sibo Wang, Xiaokui Xiao, Chun-Hee Lee

Crowd-Based Deduplication: An Adaptive Approach

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WANalytics: Geo-Distributed Analytics for a Data Intensive World

Ashish Vulimiri, Carlo Curino, Philip Brighten Godfrey, Thomas Jungblut, Konstantinos Karanasos, Jitendra Padhye, George Varghese

WANalytics: Geo-Distributed Analytics for a Data Intensive World

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Exact Top-k Nearest Keyword Search in Large Networks

Minhao Jiang, Ada Wai-Chee Fu, Raymond Chi-Wing Wong

Exact Top-k Nearest Keyword Search in Large Networks

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Lineage-driven Fault Injection

Peter Alvaro, Joshua Rosen, Joseph M. Hellerstein

Lineage-driven Fault Injection

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IReS: Intelligent, Multi-Engine Resource Scheduler for Big Data Analytics Workflows

Katerina Doka, Nikolaos Papailiou, Dimitrios Tsoumakos, Christos Mantas, Nectarios Koziris

IReS: Intelligent, Multi-Engine Resource Scheduler for Big Data Analytics Workflows

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Diverse and Proportional Size-l Object Summaries for Keyword Search

Georgios John Fakas, Zhi Cai, Nikos Mamoulis

Diverse and Proportional Size-l Object Summaries for Keyword Search

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Three Favorite Results

Jennifer Widom

Three Favorite Results

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LEMP: Fast Retrieval of Large Entries in a Matrix Product

Christina Teflioudi, Rainer Gemulla, Olga Mykytiuk

LEMP: Fast Retrieval of Large Entries in a Matrix Product

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BigDansing: A System for Big Data Cleansing

Zuhair Khayyat, Ihab F. Ilyas, Alekh Jindal, Samuel Madden, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Nan Tang, Si Yin

BigDansing: A System for Big Data Cleansing

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On the Design and Scalability of Distributed Shared-Data Databases

Simon Loesing, Markus Pilman, Thomas Etter, Donald Kossmann

On the Design and Scalability of Distributed Shared-Data Databases

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Data X-Ray: A Diagnostic Tool for Data Errors

Xiaolan Wang, Xin Luna Dong, Alexandra Meliou

Data X-Ray: A Diagnostic Tool for Data Errors

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Supporting Data Uncertainty in Array Databases

Liping Peng, Yanlei Diao

Supporting Data Uncertainty in Array Databases

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How to Build Templates for RDF Question/Answering: An Uncertain Graph Similarity Join Approach

Weiguo Zheng, Lei Zou, Xiang Lian, Jeffrey Xu Yu, Shaoxu Song, Dongyan Zhao

How to Build Templates for RDF Question/Answering: An Uncertain Graph Similarity Join Approach

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JAFAR: Near-Data Processing for Databases

Oreoluwatomiwa O. Babarinsa, Stratos Idreos

JAFAR: Near-Data Processing for Databases

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Telco Churn Prediction with Big Data

Yiqing Huang, Fangzhou Zhu, Mingxuan Yuan, Ke Deng, Yanhua Li, Bing Ni, Wenyuan Dai, Qiang Yang, Jia Zeng

Telco Churn Prediction with Big Data

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Chiaroscuro: Transparency and Privacy for Massive Personal Time-Series Clustering

Tristan Allard, Georges Hébrail, Florent Masseglia, Esther Pacitti

Chiaroscuro: Transparency and Privacy for Massive Personal Time-Series Clustering

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Locality-aware Partitioning in Parallel Database Systems

Erfan Zamanian, Carsten Binnig, Abdallah Salama

Locality-aware Partitioning in Parallel Database Systems

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Local Filtering: Improving the Performance of Approximate Queries on String Collections

Xiaochun Yang, Yaoshu Wang, Bin Wang, Wei Wang

Local Filtering: Improving the Performance of Approximate Queries on String Collections

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Utilizing IDs to Accelerate Incremental View Maintenance

Yannis Katsis, Kian Win Ong, Yannis Papakonstantinou, Kevin Keliang Zhao

Utilizing IDs to Accelerate Incremental View Maintenance

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Cost-based Fault-tolerance for Parallel Data Processing

Abdallah Salama, Carsten Binnig, Tim Kraska, Erfan Zamanian

Cost-based Fault-tolerance for Parallel Data Processing

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COMMIT: A Scalable Approach to Mining Communication Motifs from Dynamic Networks

Saket Gurukar, Sayan Ranu, Balaraman Ravindran

COMMIT: A Scalable Approach to Mining Communication Motifs from Dynamic Networks

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Indexing Metric Uncertain Data for Range Queries

Lu Chen, Yunjun Gao, Xinhan Li, Christian S. Jensen, Gang Chen, Baihua Zheng

Indexing Metric Uncertain Data for Range Queries

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S4: Top-k Spreadsheet-Style Search for Query Discovery

Fotis Psallidas, Bolin Ding, Kaushik Chakrabarti, Surajit Chaudhuri

S4: Top-k Spreadsheet-Style Search for Query Discovery

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Community Level Diffusion Extraction

Zhiting Hu, Junjie Yao, Bin Cui, Eric P. Xing

Community Level Diffusion Extraction

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Mining and Forecasting of Big Time-series Data

Yasushi Sakurai, Yasuko Matsubara, Christos Faloutsos

Mining and Forecasting of Big Time-series Data

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Twitter Heron: Stream Processing at Scale

Sanjeev Kulkarni, Nikunj Bhagat, Maosong Fu, Vikas Kedigehalli, Christopher Kellogg, Sailesh Mittal, Jignesh M. Patel, Karthik Ramasamy, Siddarth Taneja

Twitter Heron: Stream Processing at Scale

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ShareInsights: An Unified Approach to Full-stack Data Processing

Mukund Deshpande, Dhruva Ray, Sameer Dixit, Avadhoot Agasti

ShareInsights: An Unified Approach to Full-stack Data Processing

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Location-Aware Pub/Sub System: When Continuous Moving Queries Meet Dynamic Event Streams

Long Guo, Dongxiang Zhang, Guoliang Li, Kian-Lee Tan, Zhifeng Bao

Location-Aware Pub/Sub System: When Continuous Moving Queries Meet Dynamic Event Streams

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Diversity-Aware Top-k Publish/Subscribe for Text Stream

Lisi Chen, Gao Cong

Diversity-Aware Top-k Publish/Subscribe for Text Stream

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DataXFormer: An Interactive Data Transformation Tool

John Morcos, Ziawasch Abedjan, Ihab Francis Ilyas, Mourad Ouzzani, Paolo Papotti, Michael Stonebraker

DataXFormer: An Interactive Data Transformation Tool

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Index-based Optimal Algorithms for Computing Steiner Components with Maximum Connectivity

Lijun Chang, Xuemin Lin, Lu Qin, Jeffrey Xu Yu, Wenjie Zhang

Index-based Optimal Algorithms for Computing Steiner Components with Maximum Connectivity

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Persistent Data Sketching

Zhewei Wei, Ge Luo, Ke Yi, Xiaoyong Du, Ji-Rong Wen

Persistent Data Sketching

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Proactive Annotation Management in Relational Databases

Karim Ibrahim, Xiao Du, Mohamed Y. Eltabakh

Proactive Annotation Management in Relational Databases

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Mining Quality Phrases from Massive Text Corpora

Jialu Liu, Jingbo Shang, Chi Wang, Xiang Ren, Jiawei Han

Mining Quality Phrases from Massive Text Corpora

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FOEDUS: OLTP Engine for a Thousand Cores and NVRAM

Hideaki Kimura

FOEDUS: OLTP Engine for a Thousand Cores and NVRAM

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Efficient Route Planning on Public Transportation Networks: A Labelling Approach

Sibo Wang, Wenqing Lin, Yi Yang, Xiaokui Xiao, Shuigeng Zhou

Efficient Route Planning on Public Transportation Networks: A Labelling Approach

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REEF: Retainable Evaluator Execution Framework

Markus Weimer, Yingda Chen, Byung-Gon Chun, Tyson Condie, Carlo Curino, Chris Douglas, Yunseong Lee, Tony Majestro, Dahlia Malkhi, Sergiy Matusevych, Brandon Myers, Shravan M. Narayanamurthy, Raghu Ramakrishnan, Sriram Rao, Russell Sears, Beysim Sezgin, Julia Wang

REEF: Retainable Evaluator Execution Framework

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