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ACM SIGMOD Conference 2015: Melbourne, Victoria, Australia
- Timos K. Sellis, Susan B. Davidson, Zachary G. Ives:
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31 - June 4, 2015. ACM 2015, ISBN 978-1-4503-2758-9
Keynote 1
- Jignesh M. Patel:
From Data to Insights @ Bare Metal Speed. 1
Research Session 1 - Cloud: Parallel Execution
- Ying Yan, Jiaxing Zhang, Bojun Huang, Xuzhan Sun, Jiaqi Mu, Zheng Zhang, Thomas Moscibroda:
Distributed Outlier Detection using Compressive Sensing. 3-16 - Erfan Zamanian, Carsten Binnig
, Abdallah Salama:
Locality-aware Partitioning in Parallel Database Systems. 17-30 - Ziqiang Feng
ByteSlice: Pushing the Envelop of Main Memory Data Processing with a New Storage Layout. 31-46 - Alexander Alexandrov, Andreas Kunft, Asterios Katsifodimos, Felix Schüler, Lauritz Thamsen, Odej Kao, Tobias Herb, Volker Markl:
Implicit Parallelism through Deep Language Embedding. 47-61 - Shumo Chu, Magdalena Balazinska, Dan Suciu
From Theory to Practice: Efficient Join Query Evaluation in a Parallel Database System. 63-78
Research Session 2 - Matrix and Array Computations
- Tarek Elgamal, Maysam Yabandeh, Ashraf Aboulnaga
sPCA: Scalable Principal Component Analysis for Big Data on Distributed Platforms. 79-91 - Lele Yu, Yingxia Shao, Bin Cui
Exploiting Matrix Dependency for Efficient Distributed Matrix Computation. 93-105 - Christina Teflioudi, Rainer Gemulla
LEMP: Fast Retrieval of Large Entries in a Matrix Product. 107-122 - Jennie Duggan
Skew-Aware Join Optimization for Array Databases. 123-135 - Botong Huang, Matthias Boehm, Yuanyuan Tian, Berthold Reinwald, Shirish Tatikonda, Frederick R. Reiss:
Resource Elasticity for Large-Scale Machine Learning. 137-152
Research Session 3 - Security and Access Control
- Kerim Yasin Oktay, Sharad Mehrotra, Vaibhav Khadilkar, Murat Kantarcioglu:
SEMROD: Secure and Efficient MapReduce Over HybriD Clouds. 153-166 - Qian Chen, Haibo Hu
Authenticated Online Data Integration Services. 167-181 - Isabelle Hang, Florian Kerschbaum, Ernesto Damiani
ENKI: Access Control for Encrypted Query Processing. 183-196 - Vera Zaychik Moffitt, Julia Stoyanovich, Serge Abiteboul, Gerome Miklau:
Collaborative Access Control in WebdamLog. 197-211 - Prasang Upadhyaya, Magdalena Balazinska, Dan Suciu
Automatic Enforcement of Data Use Policies with DataLawyer. 213-225
Industry Session 1 - Streaming/Real-Time/Active
- Yanxiang Huang, Bin Cui
TencentRec: Real-time Stream Recommendation in Practice. 227-238 - 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. 239-250 - 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. 251-264 - 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. 265-276
Tutorial 1
- Stratos Idreos, Olga Papaemmanouil
Overview of Data Exploration Techniques. 277-281
Panel
- Christopher Ré, Divy Agrawal, Magdalena Balazinska, Michael J. Cafarella, Michael I. Jordan
Machine Learning and Databases: The Sound of Things to Come or a Cacophony of Hype? 283-284
Research Session 4 - Cloud: Fault Tolerance, Reconfiguration
- Abdallah Salama, Carsten Binnig
Cost-based Fault-tolerance for Parallel Data Processing. 285-297 - Aaron J. Elmore
Squall: Fine-Grained Live Reconfiguration for Partitioned Main Memory Databases. 299-313 - Takeshi Mishima, Yasuhiro Fujiwara:
Madeus: Database Live Migration Middleware under Heavy Workloads for Cloud Environment. 315-329 - Peter Alvaro
Lineage-driven Fault Injection. 331-346
Research Session 5 - Keyword Search and Text
- Lisi Chen, Gao Cong
Diversity-Aware Top-k Publish/Subscribe for Text Stream. 347-362 - Georgios John Fakas, Zhi Cai, Nikos Mamoulis:
Diverse and Proportional Size-l Object Summaries for Keyword Search. 363-375 - Xiaochun Yang, Yaoshu Wang, Bin Wang, Wei Wang:
Local Filtering: Improving the Performance of Approximate Queries on String Collections. 377-392 - Minhao Jiang
Exact Top-k Nearest Keyword Search in Large Networks. 393-404 - Tao Guo
Efficient Algorithms for Answering the m-Closest Keywords Query. 405-418
Research Session 6 - Graph Primitives
- Silu Huang, Ada Wai-Chee Fu, Ruifeng Liu:
Minimum Spanning Trees in Temporal Graphs. 419-430 - Devora Berlowitz, Sara Cohen
Efficient Enumeration of Maximal k-Plexes. 431-444 - Zhiwei Zhang, Jeffrey Xu Yu, Lu Qin
Divide & Conquer: I/O Efficient Depth-First Search. 445-458 - Lijun Chang, Xuemin Lin
Index-based Optimal Algorithms for Computing Steiner Components with Maximum Connectivity. 459-474
Research Session 7 - Data Mining
- Saket Gurukar, Sayan Ranu, Balaraman Ravindran
COMMIT: A Scalable Approach to Mining Communication Motifs from Dynamic Networks. 475-489 - Kaustubh Beedkar
LASH: Large-Scale Sequence Mining with Hierarchies. 491-503 - Michael Cochez
Twister Tries: Approximate Hierarchical Agglomerative Clustering for Average Distance in Linear Time. 505-517 - Junhao Gan
DBSCAN Revisited: Mis-Claim, Un-Fixability, and Approximation. 519-530 - Azade Nazi, Mahashweta Das, Gautam Das
The TagAdvisor: Luring the Lurkers to Review Web Items. 531-543
Research Session 8 - Uncertainty and Linking
- Liping Peng, Yanlei Diao:
Supporting Data Uncertainty in Array Databases. 545-560 - Simon Razniewski, Flip Korn, Werner Nutt
Identifying the Extent of Completeness of Query Answers over Partially Complete Databases. 561-576 - Peng Peng, Raymond Chi-Wing Wong:
k-Hit Query: Top-k Query with Probabilistic Utility Function. 577-592 - Furong Li, Mong-Li Lee
Linking Temporal Records for Profiling Entities. 593-605
Industry Session 2 - Applications
- Yiqing Huang, Fangzhou Zhu, Mingxuan Yuan, Ke Deng, Yanhua Li, Bing Ni, Wenyuan Dai, Qiang Yang, Jia Zeng:
Telco Churn Prediction with Big Data. 607-618 - 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. 619-630 - Frank Austin Nothaft
Rethinking Data-Intensive Science Using Scalable Analytics Systems. 631-646 - Yue Wang, Yingzhong Xu, Yue Liu, Jian Chen, Songlin Hu
QMapper for Smart Grid: Migrating SQL-based Application to Hive. 647-658
ACM-W Athena Lecturer Award
- Jennifer Widom:
Three Favorite Results. 659
Keynote 2
- Laura M. Haas:
The Power Behind the Throne: Information Integration in the Age of Data-Driven Discovery. 661
Research Session 9 - Transactional Architectures
- Simon Loesing, Markus Pilman, Thomas Etter, Donald Kossmann:
On the Design and Scalability of Distributed Shared-Data Databases. 663-676 - Thomas Neumann
Fast Serializable Multi-Version Concurrency Control for Main-Memory Database Systems. 677-689 - Hideaki Kimura:
FOEDUS: OLTP Engine for a Thousand Cores and NVRAM. 691-706 - Joy Arulraj, Andrew Pavlo
Let's Talk About Storage & Recovery Methods for Non-Volatile Memory Database Systems. 707-722
Research Session 10 - Privacy
- Jun Zhang, Graham Cormode
Private Release of Graph Statistics using Ladder Functions. 731-745 - Bin Yang, Issei Sato, Hiroshi Nakagawa:
Bayesian Differential Privacy on Correlated Data. 747-762 - Charalampos Mavroforakis, Nathan Chenette, Adam O'Neill, George Kollios
Modular Order-Preserving Encryption, Revisited. 763-777 - Tristan Allard
Chiaroscuro: Transparency and Privacy for Massive Personal Time-Series Clustering. 779-794
Research Session 11 - Streams
- Zhewei Wei, Ge Luo, Ke Yi, Xiaoyong Du, Ji-Rong Wen:
Persistent Data Sketching. 795-810 - Qian Lin, Beng Chin Ooi, Zhengkui Wang
Scalable Distributed Stream Join Processing. 811-825 - Shaoxu Song
SCREEN: Stream Data Cleaning under Speed Constraints. 827-841 - Long Guo, Dongxiang Zhang, Guoliang Li, Kian-Lee Tan
Location-Aware Pub/Sub System: When Continuous Moving Queries Meet Dynamic Event Streams. 843-857
Demo A
- Nick R. Katsipoulakis, Cory Thoma, Eric A. Gratta, Alexandros Labrinidis, Adam J. Lee
CE-Storm: Confidential Elastic Processing of Data Streams. 859-864 - Benjamin Dietrich, Torsten Grust:
A SQL Debugger Built from Spare Parts: Turning a SQL: 1999 Database System into Its Own Debugger. 865-870 - Zhifeng Bao
Exploratory Keyword Search with Interactive Input. 871-876 - Daniel Scheibli, Christian Dinse, Alexander Boehm:
QE3D: Interactive Visualization and Exploration of Complex, Distributed Query Plans. 877-881 - John Morcos, Ziawasch Abedjan
DataXFormer: An Interactive Data Transformation Tool. 883-888 - Yuanzhen Ji, Hongjin Zhou, Zbigniew Jerzak, Anisoara Nica, Gregor Hackenbroich, Christof Fetzer:
Quality-Driven Continuous Query Execution over Out-of-Order Data Streams. 889-894 - Ioannis Mytilinis, Ioannis Giannakopoulos, Ioannis Konstantinou
MoDisSENSE: A Distributed Spatio-Temporal and Textual Processing Platform for Social Networking Services. 895-900 - Qiang Hu, Qi Liu, Xiaoli Wang, Anthony K. H. Tung
DocRicher: An Automatic Annotation System for Text Documents Using Social Media. 901-906 - 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. 907-912 - Kai Zeng
G-OLA: Generalized On-Line Aggregation for Interactive Analysis on Big Data. 913-918
Tutorial 2
- Yasushi Sakurai, Yasuko Matsubara, Christos Faloutsos:
Mining and Forecasting of Big Time-series Data. 919-922
Research Session 12 - Spatial data
- Xiaoyang Wang
Optimal Spatial Dominance: An Effective Search of Nearest Neighbor Candidates. 923-938 - Farhan Tauheed, Thomas Heinis, Anastasia Ailamaki:
THERMAL-JOIN: A Scalable Spatial Join for Dynamic Workloads. 939-950 - Lu Chen
Indexing Metric Uncertain Data for Range Queries. 951-965 - Sibo Wang
Efficient Route Planning on Public Transportation Networks: A Labelling Approach. 967-982
Research Session 13- Crowdsourcing
- Aris Anagnostopoulos
The Importance of Being Expert: Efficient Max-Finding in Crowdsourcing. 983-998 - Nguyen Quoc Viet Hung
Minimizing Efforts in Validating Crowd Answers. 999-1014 - Ju Fan, Guoliang Li, Beng Chin Ooi, Kian-Lee Tan
iCrowd: An Adaptive Crowdsourcing Framework. 1015-1030 - Yudian Zheng, Jiannan Wang, Guoliang Li, Reynold Cheng
QASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications. 1031-1046 - Vasilis Verroios, Peter Lofgren, Hector Garcia-Molina:
tDP: An Optimal-Latency Budget Allocation Strategy for Crowdsourced MAXIMUM Operations. 1047-1062
Demo B
- Petrie Wong, Zhian He, Ziqiang Feng, Wenjian Xu
Thrifty: Offering Parallel Database as a Service using the Shared-Process Approach. 1063-1068 - Dana Van Aken, Djellel Eddine Difallah
BenchPress: Dynamic Workload Control in the OLTP-Bench Testbed. 1069-1073 - V. M. Megler, David Maier:
Demonstrating "Data Near Here": Scientific Data Search. 1075-1080 - Jules Chevalier, Julien Subercaze, Christophe Gravier, Frédérique Laforest:
Slider: An Efficient Incremental Reasoner. 1081-1086 - Ashish Vulimiri, Carlo Curino, Philip Brighten Godfrey, Thomas Jungblut, Konstantinos Karanasos, Jitendra Padhye, George Varghese:
WANalytics: Geo-Distributed Analytics for a Data Intensive World. 1087-1092 - Huayu Wu, Jo-Anne Tan, Wee Siong Ng, Mingqiang Xue, Wei Chen:
FTT: A System for Finding and Tracking Tourists in Public Transport Services. 1093-1098 - Haozhou Wang, Kai Zheng, Xiaofang Zhou
SharkDB: An In-Memory Storage System for Massive Trajectory Data. 1099-1104 - Yonathan Perez, Rok Sosic, Arijit Banerjee, Rohan Puttagunta, Martin Raison, Pararth Shah, Jure Leskovec
Ringo: Interactive Graph Analytics on Big-Memory Machines. 1105-1110 - Robert Christensen, Lu Wang
STORM: Spatio-Temporal Online Reasoning and Management of Large Spatio-Temporal Data. 1111-1116 - Jesús Camacho-Rodríguez, Dario Colazzo, Ioana Manolescu
PAXQuery: Parallel Analytical XML Processing. 1117-1122
Research Session 14 - Indexing & Performance
- Ingo Müller
Cache-Efficient Aggregation: Hashing Is Sorting. 1123-1136 - Guoliang Li, Jian He, Dong Deng, Jian Li:
Efficient Similarity Join and Search on Multi-Attribute Data. 1137-1151 - Eleni Petraki, Stratos Idreos, Stefan Manegold:
Holistic Indexing in Main-memory Column-stores. 1153-1166 - Barzan Mozafari, Eugene Zhen Ye Goh, Dong Young Yoon:
CliffGuard: A Principled Framework for Finding Robust Database Designs. 1167-1182 - Manas Joglekar, Hector Garcia-Molina, Aditya G. Parameswaran
Exploiting Correlations for Expensive Predicate Evaluation. 1183-1198
Research Session 15 - Data Cleaning
- Moria Bergman, Tova Milo, Slava Novgorodov, Wang Chiew Tan:
Query-Oriented Data Cleaning with Oracles. 1199-1214 - Zuhair Khayyat
BigDansing: A System for Big Data Cleansing. 1215-1230 - Xiaolan Wang, Xin Luna Dong, Alexandra Meliou
Data X-Ray: A Diagnostic Tool for Data Errors. 1231-1245 - Xu Chu, John Morcos, Ihab F. Ilyas, Mourad Ouzzani, Paolo Papotti
KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing. 1247-1261 - Sibo Wang
Crowd-Based Deduplication: An Adaptive Approach. 1263-1277
Research Session 16- Transactions
- Faisal Nawab, Vaibhav Arora, Divyakant Agrawal, Amr El Abbadi:
Minimizing Commit Latency of Transactions in Geo-Replicated Data Stores. 1279-1294 - Philip A. Bernstein, Sudipto Das
Optimizing Optimistic Concurrency Control for Tree-Structured, Log-Structured Databases. 1295-1309 - 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. 1311-1326 - Peter Bailis, Alan D. Fekete, Michael J. Franklin, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica:
Feral Concurrency Control: An Empirical Investigation of Modern Application Integrity. 1327-1342
Industry Session 3 - Novel Systems
- 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. 1343-1355 - Bikas Saha, Hitesh Shah
Apache Tez: A Unifying Framework for Modeling and Building Data Processing Applications. 1357-1369 - 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. 1371-1382 - Michael Armbrust, Reynold S. Xin, Cheng Lian
Spark SQL: Relational Data Processing in Spark. 1383-1394
Demo C
- Semih Salihoglu, Jaeho Shin, Vikesh Khanna, Ba Quan Truong, Jennifer Widom:
Graft: A Debugging Tool For Apache Giraph. 1403-1408 - Dongqing Xiao, Armir Bashllari, Tyler Menard, Mohamed Y. Eltabakh:
Even Metadata is Getting Big: Annotation Summarization using InsightNotes. 1409-1414 - Anja Gruenheid, Donald Kossmann, Theodoros Rekatsinas
StoryPivot: Comparing and Contrasting Story Evolution. 1415-1420 - Alexander Ulrich, Torsten Grust:
The Flatter, the Better: Query Compilation Based on the Flattening Transformation. 1421-1426 - Martin Jergler, Mohammad Sadoghi
D2WORM: A Management Infrastructure for Distributed Data-centric Workflows. 1427-1432 - Yael Amsterdamer
NL2CM: A Natural Language Interface to Crowd Mining. 1433-1438 - Sergey Dudoladov, Chen Xu, Sebastian Schelter, Asterios Katsifodimos, Stephan Ewen, Kostas Tzoumas, Volker Markl:
Optimistic Recovery for Iterative Dataflows in Action. 1439-1443 - Saliha Lallali, Nicolas Anciaux, Iulian Sandu Popa, Philippe Pucheral:
A Secure Search Engine for the Personal Cloud. 1445-1450 - Katerina Doka, Nikolaos Papailiou, Dimitrios Tsoumakos, Christos Mantas, Nectarios Koziris:
IReS: Intelligent, Multi-Engine Resource Scheduler for Big Data Analytics Workflows. 1451-1456 - Tilmann Rabl, Manuel Danisch, Michael Frank, Sebastian Schindler, Hans-Arno Jacobsen:
Just can't get enough: Synthesizing Big Data. 1457-1462
Research Session 17 - Hardware-Aware Query Processing
- Claude Barthels
Rack-Scale In-Memory Join Processing using RDMA. 1463-1475 - Max Heimel, Martin Kiefer
Self-Tuning, GPU-Accelerated Kernel Density Models for Multidimensional Selectivity Estimation. 1477-1492 - Orestis Polychroniou, Arun Raghavan, Kenneth A. Ross:
Rethinking SIMD Vectorization for In-Memory Databases. 1493-1508 - Yinan Li, Craig Chasseur, Jignesh M. Patel:
A Padded Encoding Scheme to Accelerate Scans by Leveraging Skew. 1509-1524
Research Session 18 - Graph Propagation, Influence, Mining
- Hui Li, Sourav S. Bhowmick
GetReal: Towards Realistic Selection of Influence Maximization Strategies in Competitive Networks. 1525-1537 - Youze Tang, Yanchen Shi, Xiaokui Xiao
Influence Maximization in Near-Linear Time: A Martingale Approach. 1539-1554 - Zhiting Hu, Junjie Yao, Bin Cui
Community Level Diffusion Extraction. 1555-1569 - Kijung Shin, Jinhong Jung, Lee Sael, U Kang:
BEAR: Block Elimination Approach for Random Walk with Restart on Large Graphs. 1571-1585 - Natali Ruchansky, Francesco Bonchi, David García-Soriano
The Minimum Wiener Connector Problem. 1587-1602
Research Session 19 - Social Networks
- Senjuti Basu Roy, Laks V. S. Lakshmanan, Rui Liu:
From Group Recommendations to Group Formation. 1603-1616 - Nikos Armenatzoglou, Huy Pham, Vasilis Ntranos, Dimitris Papadias, Cyrus Shahabi:
Real-Time Multi-Criteria Social Graph Partitioning: A Game Theoretic Approach. 1617-1628 - Jieying She, Yongxin Tong
Utility-Aware Social Event-Participant Planning. 1629-1643 - Xiangmin Zhou, Lei Chen
Online Video Recommendation in Sharing Community. 1645-1656
Industry Session 4 - Performance
- Shreya Prasad, Arash Fard, Vishrut Gupta, Jorge Martinez, Jeff LeFevre
Large-scale Predictive Analytics in Vertica: Fast Data Transfer, Distributed Model Creation, and In-database Prediction. 1657-1668 - Quoc Trung Tran, Konstantinos Morfonios, Neoklis Polyzotis:
Oracle Workload Intelligence. 1669-1681 - 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. 1683-1694 - Pawel Terlecki, Fei Xu, Marianne Shaw, Valeri Kim, Richard Michael Grantham Wesley:
On Improving User Response Times in Tableau. 1695-1706
Tutorial 3
- Stratis D. Viglas:
Data Management in Non-Volatile Memory. 1707-1711
Research Session 20 - Information Extraction and Record Linking
- Xu Chu, Yeye He, Kaushik Chakrabarti, Kris Ganjam:
TEGRA: Table Extraction by Global Record Alignment. 1713-1728 - Jialu Liu, Jingbo Shang, Chi Wang, Xiang Ren, Jiawei Han:
Mining Quality Phrases from Massive Text Corpora. 1729-1744 - Immanuel Trummer, Alon Y. Halevy, Hongrae Lee, Sunita Sarawagi, Rahul Gupta:
Mining Subjective Properties on the Web. 1745-1760 - Wen Hua
Microblog Entity Linking with Social Temporal Context. 1761-1775
Research Session 21 - RDF and SPARQL
- Nikolaos Papailiou, Dimitrios Tsoumakos, Panagiotis Karras, Nectarios Koziris:
Graph-Aware, Workload-Adaptive SPARQL Query Caching. 1777-1792 - Medha Atre:
Left Bit Right: For SPARQL Join Queries with OPTIONAL Patterns (Left-outer-joins). 1793-1808 - Weiguo Zheng, Lei Zou, Xiang Lian
How to Build Templates for RDF Question/Answering: An Uncertain Graph Similarity Join Approach. 1809-1824 - Shi Qiao, Z. Meral Özsoyoglu:
RBench: Application-Specific RDF Benchmarking. 1825-1838 - Ahmed El-Roby, Ashraf Aboulnaga
ALEX: Automatic Link Exploration in Linked Data. 1839-1853
Research Session 22 - Time Series & Graph Processing
- John Paparrizos
k-Shape: Efficient and Accurate Clustering of Time Series. 1855-1870 - Jingbo Zhou, Anthony K. H. Tung
SMiLer: A Semi-Lazy Time Series Prediction System for Sensors. 1871-1886 - Wen Sun, Achille Fokoue, Kavitha Srinivas, Anastasios Kementsietsidis, Gang Hu, Guo Tong Xie:
SQLGraph: An Efficient Relational-Based Property Graph Store. 1887-1901 - Dayu Yuan, Prasenjit Mitra, Huiwen Yu, C. Lee Giles
Updating Graph Indices with a One-Pass Algorithm. 1903-1916
Industry Session 5 - Usability
- Anurag Gupta, Deepak Agarwal, Derek Tan, Jakub Kulesza, Rahul Pathak, Stefano Stefani, Vidhya Srinivasan:
Amazon Redshift and the Case for Simpler Data Warehouses. 1917-1923 - Mukund Deshpande, Dhruva Ray, Sameer Dixit, Avadhoot Agasti:
ShareInsights: An Unified Approach to Full-stack Data Processing. 1925-1940
Research Session 23 - Advanced Query Processing
- Immanuel Trummer, Christoph Koch:
An Incremental Anytime Algorithm for Multi-Objective Query Optimization. 1941-1953 - Niccolò Meneghetti
Output-sensitive Evaluation of Prioritized Skyline Queries. 1955-1967 - Arun Kumar, Jeffrey F. Naughton, Jignesh M. Patel:
Learning Generalized Linear Models Over Normalized Data. 1969-1984 - Yannis Katsis, Kian Win Ong, Yannis Papakonstantinou, Kevin Keliang Zhao:
Utilizing IDs to Accelerate Incremental View Maintenance. 1985-2000
Research Session 24 - New Models
- Fotis Psallidas, Bolin Ding, Kaushik Chakrabarti, Surajit Chaudhuri:
S4: Top-k Spreadsheet-Style Search for Query Discovery. 2001-2016 - Karim Ibrahim, Xiao Du, Mohamed Y. Eltabakh:
Proactive Annotation Management in Relational Databases. 2017-2030 - Ngai Meng Kou, Leong Hou U
Weighted Coverage based Reviewer Assignment. 2031-2046 - Mingwang Tang, Feifei Li, Yufei Tao
Distributed Online Tracking. 2047-2061
Tutorial 4
- Xin Luna Dong, Divesh Srivastava:
Knowledge Curation and Knowledge Fusion: Challenges, Models and Applications. 2063-2066
Undergraduate Abstracts
- Mansheng Yang, Richard T. B. Ma
Smooth Task Migration in Apache Storm. 2067-2068 - Oreoluwatomiwa O. Babarinsa, Stratos Idreos:
JAFAR: Near-Data Processing for Databases. 2069-2070 - Trevor Clinkenbeard, Anisoara Nica:
Job Scheduling with Minimizing Data Communication Costs. 2071-2072 - Styliani Pantela, Stratos Idreos:
One Loop Does Not Fit All. 2073-2074 - Adam Perelman, Christopher Ré:
DunceCap: Compiling Worst-Case Optimal Query Plans. 2075-2076 - Susan Tu, Christopher Ré:
DunceCap: Query Plans Using Generalized Hypertree Decompositions. 2077-2078
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