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20th EDBT 2017: Venice, Italy
- Volker Markl, Salvatore Orlando, Bernhard Mitschang, Periklis Andritsos, Kai-Uwe Sattler, Sebastian Breß:
Proceedings of the 20th International Conference on Extending Database Technology, EDBT 2017, Venice, Italy, March 21-24, 2017. OpenProceedings.org 2017, ISBN 978-3-89318-073-8
Graph Databases
- Moritz Kaufmann, Manuel Then, Alfons Kemper, Thomas Neumann
:
Parallel Array-Based Single- and Multi-Source Breadth First Searches on Large Dense Graphs. 1-12 - Jing Wang, Nikos Ntarmos
GraphCache: A Caching System for Graph Queries. 13-24 - Foteini Katsarou, Nikos Ntarmos
Subgraph Querying with Parallel Use of Query Rewritings and Alternative Algorithms. 25-36 - Yuqiu Qian, Hui Li, Nikos Mamoulis, Yu Liu, David W. Cheung:
Reverse k-Ranks Queries on Large Graphs. 37-48
Main Memory DB and Emerging Hardware
- Andreas Kipf, Varun Pandey, Jan Böttcher, Lucas Braun, Thomas Neumann
Analytics on Fast Data: Main-Memory Database Systems versus Modern Streaming Systems. 49-60 - Fabian Nagel, Gavin M. Bierman, Aleksandar Dragojevic, Stratis Viglas:
Self-managed collections: Off-heap memory management for scalable query-dominated collections. 61-71 - Patrick Damme, Dirk Habich, Juliana Hildebrandt
Lightweight Data Compression Algorithms: An Experimental Survey (Experiments and Analyses). 72-83 - Linnea Passing, Manuel Then, Nina C. Hubig, Harald Lang, Michael Schreier, Stephan Günnemann, Alfons Kemper, Thomas Neumann
SQL- and Operator-centric Data Analytics in Relational Main-Memory Databases. 84-95
Data Mining
- Julien Cumin, Jean-Marc Petit, Vasile-Marian Scuturici, Sabina Surdu:
Data Exploration with SQL using Machine Learning Techniques. 96-107 - Chih-Ya Shen, Hong-Han Shuai, Kuo-Feng Hsu, Ming-Syan Chen:
Task-Optimized Group Search for Social Internet of Things. 108-119 - Paras Mehta, Dimitris Sacharidis
Finding Socio-Textual Associations Among Locations. 120-131 - Faisal Nawab, Divy Agrawal, Amr El Abbadi, Sanjay Chawla:
COP: Planning Conflicts for Faster Parallel Transactional Machine Learning. 132-143
CEP and Streaming
- Marc Seidemann, Bernhard Seeger:
ChronicleDB: A High-Performance Event Store. 144-155 - Haopeng Zhang, Yanlei Diao, Alexandra Meliou:
EXstream: Explaining Anomalies in Event Stream Monitoring. 156-167 - Manoj K. Agarwal, Krithi Ramamritham:
Real Time Contextual Summarization of Highly Dynamic Data Streams. 168-179 - Tianyi Li, Yu Gu, Xiangmin Zhou, Qian Ma, Ge Yu:
An Effective and Efficient Truth Discovery Framework over Data Streams. 180-191
Data Warehousing and Integration
- Christophe Claramunt, Cyril Ray, Elena Camossi
Maritime data integration and analysis: recent progress and research challenges. 192-197 - Jiang Du, Renée J. Miller, Boris Glavic, Wei Tan:
DeepSea: Progressive Workload-Aware Partitioning of Materialized Views in Scalable Data Analytics. 198-209 - Dominique Ritze, Christian Bizer
Matching Web Tables To DBpedia - A Feature Utility Study. 210-221 - Mohamed-Amine Baazizi, Houssem Ben Lahmar, Dario Colazzo, Giorgio Ghelli, Carlo Sartiani:
Schema Inference for Massive JSON Datasets. 222-233
Social Networks and Semantic Web
- Roberto De Virgilio:
Distributed in-memory SPARQL Processing via DOF Analysis. 234-245 - Julien Pilourdault, Sihem Amer-Yahia, Dongwon Lee
Motivation-Aware Task Assignment in Crowdsourcing. 246-257 - Habibur Rahman, Senjuti Basu Roy, Gautam Das
A Probabilistic Framework for Estimating Pairwise Distances Through Crowdsourcing. 258-269 - Rohit Kumar, Toon Calders:
Information Propagation in Interaction Networks. 270-281
Indexing and Query Processing
- Oren Kalinsky, Yoav Etsion, Benny Kimelfeld:
Flexible Caching in Trie Joins. 282-293 - Guolei Yang, Ying Cai:
Querying Improvement Strategies. 294-305 - Yuyang Dong, Hanxiong Chen, Jeffrey Xu Yu, Kazutaka Furuse, Hiroyuki Kitagawa
Grid-Index Algorithm for Reverse Rank Queries. 306-317 - Christos Doulkeridis, Akrivi Vlachou, Dimitris Mpestas, Nikos Mamoulis:
Parallel and Distributed Processing of Spatial Preference Queries using Keywords. 318-329
Heterogeneous Databases
- Kevin Wellenzohn
Continuous Imputation of Missing Values in Streams of Pattern-Determining Time Series. 330-341 - Thorsten Papenbrock, Felix Naumann:
Data-driven Schema Normalization. 342-353 - Fatemah Panahi, Wentao Wu, AnHai Doan, Jeffrey F. Naughton:
Towards Interactive Debugging of Rule-based Entity Matching. 354-365 - Ying Yang, Oliver Kennedy:
Convergent Interactive Inference with Leaky Joins. 366-377
Spatial, Temporal, and Geographic Databases
- Bo Tang, Man Lung Yiu
Efficient Motif Discovery in Spatial Trajectories Using Discrete Fréchet Distance. 378-389 - Roksana Jahan, Tanzima Hashem
Group Trip Scheduling (GTS) Queries in Spatial Databases. 390-401 - Muhammed Mas-ud Hussain, Kazi Ashik Islam
Towards Efficient Maintenance of Continuous MaxRS Query for Trajectories. 402-413 - Theodoros Chondrogiannis, Panagiotis Bouros
Exact and Approximate Algorithms for Finding k-Shortest Paths with Limited Overlap. 414-425 - Wenlu Wang, Ji Zhang, Min-Te Sun, Wei-Shinn Ku
Efficient Parallel Spatial Skyline Evaluation Using MapReduce. 426-437
Poster Session 1
- Arijit Khan:
Vertex-Centric Graph Processing: Good, Bad, and the Ugly. 438-441 - Haoyang Zhu, Peidong Zhu, Xiaoyong Li
Top-k Skyline Groups Queries. 442-445 - Vera Zaychik Moffitt, Julia Stoyanovich:
Towards sequenced semantics for evolving graphs. 446-449 - Ria Mae Borromeo, Maha Alsayasneh, Sihem Amer-Yahia, Vincent Leroy:
Crowdsourcing Strategies for Text Creation Tasks. 450-453 - Ninh Pham
Hybrid LSH: Faster Near Neighbors Reporting in High-dimensional Space. 454-457 - Pedro Holanda, Eduardo Cunha de Almeida
SPST-Index: A Self-Pruning Splay Tree Index for Caching Database Cracking. 458-461 - Sadegh Nobari, Qiang Qu, Christian S. Jensen
In-Memory Spatial Join: The Data Matters! 462-465 - Ria Mae Borromeo, Thomas Laurent
Fairness and Transparency in Crowdsourcing. 466-469 - Zahid Abul-Basher, Nikolay Yakovets, Parke Godfrey, Shadi Ghajar-Khosravi, Mark H. Chignell:
TASWEET: Optimizing Disjunctive Path Queries in Graph Databases. 470-473 - André S. Gonzaga, Robson Leonardo Ferreira Cordeiro:
A New Division Operator to Handle Complex Objects in Very Large Relational Datasets. 474-477 - Bozhong Liu, Ling Chen
Protecting Location Privacy in Spatial Crowdsourcing using Encrypted Data. 478-481 - Alessandro Margara, Daniele Dell'Aglio, Abraham Bernstein:
Break the Windows: Explicit State Management for Stream Processing Systems. 482-485 - Wilco van Leeuwen, Angela Bonifati
Stability notions in synthetic graph generation: a preliminary study. 486-489 - Stefan Hagedorn, Philipp Götze, Kai-Uwe Sattler:
Big Spatial Data Processing Frameworks: Feature and Performance Evaluation. 490-493 - Yoshifumi Ujibashi, Lilian Harada:
Implementation and Evaluation of Genome Type Processing for Disease-Causal Gene Studies on DBMS. 494-497 - Morteza Zihayat, Aijun An, Lukasz Golab, Mehdi Kargar, Jaroslaw Szlichta:
Authority-based Team Discovery in Social Networks. 498-501 - Katsiaryna Mirylenka
Correlation-Aware Distance Measures for Data Series. 502-505 - Ainhoa Azqueta-Alzúaz
Load balancing for Key Value Data Stores. 506-509 - Anna Lisa Gentile, Petar Ristoski, Steffen Eckel, Dominique Ritze, Heiko Paulheim
Entity Matching on Web Tables: a Table Embeddings approach for Blocking. 510-513 - Yuhong Li, Bo Tang, Leong Hou U
Fast Subsequence Search on Time Series Data. 514-517 - Li Su, Yongluan Zhou
Progressive Recovery of Correlated Failures in Distributed Stream Processing Engines. 518-521 - Anika Anwar, Tanzima Hashem
Optimal Obstructed Sequenced Route Queries in Spatial Databases. 522-525
Demonstration
- Jonas Traub, Nikolaas Steenbergen, Philipp M. Grulich, Tilmann Rabl, Volker Markl:
I2: Interactive Real-Time Visualization for Streaming Data. 526-529 - Dongyao Wu, Sherif Sakr, Liming Zhu
HDM: Optimized Big Data Processing with Data Provenance. 530-533 - Angela Bonifati
ChaseFUN: a Data Exchange Engine for Functional Dependencies at Scale. 534-537 - Georgia Koutrika, Alkis Simitsis, Yannis E. Ioannidis:
GnosisMiner: Reading Order Recommendations over Document Collections. 538-541 - Xin Wang, Chengye Yu, Enyang Zhang, Tong Du:
MovieFinder: A Movie Search System via Graph Pattern Matching. 542-545 - Christian Beilschmidt
VAT: A System for Data-Driven Biodiversity Research. 546-549 - Tim Waizenegger, Frank Wagner
SDOS: Using Trusted Platform Modules for Secure Cryptographic Deletion in the Swift Object Store. 550-553 - Caetano Sauer, Gilson Souza, Goetz Graefe, Theo Härder:
Come and crash our database! - Instant recovery in action. 554-557 - Paras Mehta, Manuel Kotlarski, Dimitrios Skoutas
μTOP: Spatio-Temporal Detection and Summarization of Locally Trending Topics in Microblog Posts. 558-561 - Patrick Damme, Dirk Habich, Juliana Hildebrandt, Wolfgang Lehner
Insights into the Comparative Evaluation of Lightweight Data Compression Algorithms. 562-565 - Maxim Filatov, Verena Kantere:
Multi-workflow optimization in PAW. 566-569 - Stefan Hagedorn, Timo Räth:
Efficient spatio-temporal event processing with STARK. 570-573 - Paolo Casagranda, Maria Luisa Sapino, K. Selçuk Candan:
Context-Aware Proactive Personalization of Linear Audio Content. 574-577 - Xiaoyu Ge, Samanvoy Panati, Konstantinos Pelechrinis, Panos K. Chrysanthis
In Search for Relevant, Diverse and Crowd-screen Points of Interests. 578-581 - Silvestro Roberto Poccia, Maria Luisa Sapino, Sicong Liu, Xilun Chen, Yash Garg, Shengyu Huang, Jung Hyun Kim, Xinsheng Li, Parth Nagarkar
SIMDMS: Data Management and Analysis to Support Decision Making through Large Simulation Ensembles. 582-585 - Sergey Hardock, Ilia Petrov, Robert Gottstein, Alejandro P. Buchmann:
In-Place Appends for Real: DBMS Overwrites on Flash without Erase. 586-589 - Olga Poppe, Chuan Lei
CAESAR: Context-Aware Event Stream Analytics for Urban Transportation Services. 590-593 - Faizan Ur Rehman
Building Multi-Resolution Event-Enriched Maps From Social Data. 594-597
Tutorials
- George H. L. Fletcher, Hannes Voigt, Nikolay Yakovets:
Declarative Graph Querying in Practice and Theory. 598-601 - Jiaheng Lu, Irena Holubová
Multi-model Data Management: What's New and What's Next? 602-605 - Cetin Sahin, Amr El Abbadi:
Data Security and Privacy for Outsourced Data In the Cloud. 606-609
Analytic Applications
- Michael Loster, Zhe Zuo, Felix Naumann, Oliver Maspfuhl, Dirk Thomas:
Improving Company Recognition from Unstructured Text by using Dictionaries. 610-619 - Victor Christen
Temporal group linkage and evolution analysis for census data. 620-631 - Nikos Pelekis, Panagiotis Tampakis
In-DBMS Sampling-based Sub-trajectory Clustering. 632-643
Querying and Execution
- Joseph Vinish D'silva, Bettina Kemme, Richard Grondin, Evgueni Fadeitchev:
Powering Archive Store Query Processing via Join Indices. 644-655 - Grettel García, Yenier Izquierdo
RDF Keyword-based Query Technology Meets a Real-World Dataset. 656-667 - Marc Bux, Jörgen Brandt, Carl Witt, Jim Dowling, Ulf Leser:
Hi-WAY: Execution of Scientific Workflows on Hadoop YARN. 668-679
Architectures and Clusters
- Anjan Kumar Amirishetty, Yunrui Li, Tolga Yurek, Mahesh Girkar, Wilson Chan, Graham Ivey, Vsevolod Panteleenko, Ken Wong:
Buddy Instance - A Mechanism for Increasing Availability in Shared-Disk Clusters. 680-686 - Antony Higginson, Norman W. Paton
DBaaS Cloud Capacity Planning - Accounting for Dynamic RDBMS System that Employ Clustering and Standby Architectures. 687-698 - Sandeep Akinapelli, Ravi Shetye, Sangeeta T:
Herding the elephants: Workload-level optimization strategies for Hadoop. 699-710
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