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21st EDBT 2018: Vienna, Austria
- Michael H. Böhlen, Reinhard Pichler, Norman May, Erhard Rahm, Shan-Hung Wu, Katja Hose:
Proceedings of the 21st International Conference on Extending Database Technology, EDBT 2018, Vienna, Austria, March 26-29, 2018. OpenProceedings.org 2018, ISBN 978-3-89318-078-3
Research Paper
- Xingcan Cui, Xiaohui Yu
, Xiaofang Zhou
, Jiong Guo:
ID Repair for Trajectories with Transition Graphs. 1-12 - Lucas Braun, Renato Marroquín, Ken Tsay, Donald Kossmann:
MTBase: Optimizing Cross-Tenant Database Queries. 13-24 - Mohamed S. Hassan, Tatiana Kuznetsova, Hyun Chai Jeong, Walid G. Aref, Mohammad Sadoghi
:
Extending In-Memory Relational Database Engines with Native Graph Support. 25-36 - Yuya Sasaki, Yoshiharu Ishikawa, Yasuhiro Fujiwara, Makoto Onizuka
:
Sequenced Route Query with Semantic Hierarchy. 37-48 - Michael Vollmer, Ignaz Rutter
, Klemens Böhm:
On Complexity and Efficiency of Mutual Information Estimation on Static and Dynamic Data. 49-60 - Rachel Behar, Sara Cohen
:
Finding All Maximal Connected s-Cliques in Social Networks. 61-72 - Dimitrios Karapiperis
, Aris Gkoulalas-Divanis, Vassilios S. Verykios
:
Summarization Algorithms for Record Linkage. 73-84 - Afroza Sultana, Chengkai Li:
Continuous Monitoring of Pareto Frontiers on Partially Ordered Attributes for Many Users. 85-96 - Wai Kit Wong, Kwok-Wai Wong, Ho-Yin Yue:
Optimizing Selection Processing for Encrypted Database using Past Result Knowledge Base. 97-108 - Brian Hentschel, Peter J. Haas, Yuanyuan Tian:
Temporally-Biased Sampling for Online Model Management. 109-120 - James Wagner, Alexander Rasin, Tanu Malik, Karen Heart, Jacob D. Furst, Jonathan Grier:
Detecting Database File Tampering through Page Carving. 121-132 - Abdallah Arioua, Angela Bonifati
:
User-guided Repairing of Inconsistent Knowledge Bases. 133-144 - Demjan Grubic, Leo Tam, Dan Alistarh, Ce Zhang:
Synchronous Multi-GPU Training for Deep Learning with Low-Precision Communications: An Empirical Study. 145-156 - Suyash Gupta
, Mohammad Sadoghi
:
EasyCommit: A Non-blocking Two-phase Commit Protocol. 157-168 - Giulia Preti, Matteo Lissandrini
, Davide Mottin
, Yannis Velegrakis
:
Beyond Frequencies: Graph Pattern Mining in Multi-weighted Graphs. 169-180 - Xiaodong Li, Reynold Cheng, Yixiang Fang, Jiafeng Hu, Silviu Maniu
:
Scalable Evaluation of k-NN Queries on Large Uncertain Graphs. 181-192 - Han Li, Pradap Konda, Paul Suganthan G. C., AnHai Doan, Benjamin Snyder, Youngchoon Park, Ganesh Krishnan, Rohit Deep, Vijay Raghavendra:
MatchCatcher: A Debugger for Blocking in Entity Matching. 193-204 - Daoyuan Li, Jessica Lin, Tegawendé F. Bissyandé, Jacques Klein
, Yves Le Traon
:
Extracting Statistical Graph Features for Accurate and Efficient Time Series Classification. 205-216 - Yang Wu, Cheng Long, Ada Wai-Chee Fu, Zitong Chen:
Counting Edges with Target Labels in Online Social Networks via Random Walk. 217-228 - Quentin Grossetti, Camélia Constantin, Cédric du Mouza, Nicolas Travers
:
An Homophily-based Approach for Fast Post Recommendation on Twitter. 229-240 - Julia Stoyanovich, Ke Yang
, H. V. Jagadish:
Online Set Selection with Fairness and Diversity Constraints. 241-252 - Brad Glasbergen, Michael Abebe, Khuzaima Daudjee, Scott Foggo, Anil Pacaci:
Apollo: Learning Query Correlations for Predictive Caching in Geo-Distributed Systems. 253-264 - Tova Milo, Slava Novgorodov, Wang-Chiew Tan:
Interactive Rule Refinement for Fraud Detection. 265-276 - Yuncheng Wu, Ke Wang, Zhilin Zhang, Weipeng Lin, Hong Chen, Cuiping Li:
Privacy Preserving Group Nearest Neighbor Search. 277-288 - Andreas Züfle, Matthias Renz, Tobias Emrich, Maximilian Franzke:
Pattern Search in Temporal Social Networks. 289-300 - Anupam Sanghi, Raghav Sood, Jayant R. Haritsa, Srikanta Tirthapura:
Scalable and Dynamic Regeneration of Big Data Volumes. 301-312 - Michael Körber
, Nikolaus Glombiewski, Bernhard Seeger:
TPStream: Low-Latency Temporal Pattern Matching on Event Streams. 313-324 - Mirjana Pavlovic, Darius Sidlauskas, Thomas Heinis, Anastasia Ailamaki:
QUASII: QUery-Aware Spatial Incremental Index. 325-336 - Hugo Firth, Paolo Missier
, Jack Aiston:
Loom: Query-aware Partitioning of Online Graphs. 337-348 - Michael Mattig, Thomas Fober, Christian Beilschmidt
, Bernhard Seeger:
Kernel-Based Cardinality Estimation on Metric Data. 349-360 - Jie Song
, Danai Koutra, Murali Mani
, H. V. Jagadish:
GeoAlign: Interpolating Aggregates over Unaligned Partitions. 361-372 - Gheorghi Guzun, Guadalupe Canahuate:
Distributed query-aware quantization for high-dimensional similarity searches. 373-384 - Victor Zakhary, Faisal Nawab, Divy Agrawal, Amr El Abbadi:
Global-Scale Placement of Transactional Data Stores. 385-396 - Anatoli U. Shein, Panos K. Chrysanthis
, Alexandros Labrinidis:
SlickDeque: High Throughput and Low Latency Incremental Sliding-Window Aggregation. 397-408 - Dimitra Papadimitriou, Yannis Velegrakis
, Georgia Koutrika:
Modeling and Exploiting Goal and Action Associations for Recommendations. 409-420
Short Paper
- Anastasios Zouzias, Michail Vlachos
:
Very-Low Random Projection Maps. 421-424 - Panagiotis Bouros
, Nikos Mamoulis:
Interval Count Semi-Joins. 425-428 - Davide Mottin
, Bastian Grasnick, Axel Kroschk, Patrick Siegler, Emmanuel Müller:
Notable Characteristics Search through Knowledge Graphs. 429-432 - Gonzalo I. Diaz, Achille Fokoue, Mohammad Sadoghi
:
EmbedS: Scalable, Ontology-aware Graph Embeddings. 433-436 - Abderrahmen Kammoun, Syed Gillani, Julien Subercaze, Stéphane Frénot, Kamal Singh, Frédérique Laforest, Jacques Fayolle:
All that Incremental is not Efficient: Towards Recomputation Based Complex Event Processing for Expensive Queries. 437-440 - Xuedi Qin, Yuyu Luo, Nan Tang, Guoliang Li:
DeepEye: Visualizing Your Data by Keyword Search. 441-444 - Hoang Tam Vo, Ashish Kundu, Mukesh K. Mohania:
Research Directions in Blockchain Data Management and Analytics. 445-448 - Son T. Mai, Sihem Amer-Yahia, Ahlame Douzal Chouakria:
Scalable Active Temporal Constrained Clustering. 449-452 - Jeremy Chen, Reza Sherkat, Mihnea Andrei, Heiko Gerwens:
Global Range Encoding for Efficient Partition Elimination. 453-456 - Tobias Vinçon
, Sergej Hardock, Christian Riegger, Julian Oppermann, Andreas Koch, Ilia Petrov:
NoFTL-KV: TacklingWrite-Amplification on KV-Stores with Native Storage Management. 457-460 - Daniel Deutch, Yuval Moskovitch, Itay Polak, Noam Rinetzky:
Towards Hypothetical Reasoning Using Distributed Provenance. 461-464 - Khalid Belhajjame:
On Answering Why-Not Queries Against Scientific Workflow Provenance. 465-468 - Matteo Cossu, Michael Färber
, Georg Lausen:
PRoST: Distributed Execution of SPARQL Queries Using Mixed Partitioning Strategies. 469-472 - Mark Raasveldt, Pedro Holanda, Hannes Mühleisen, Stefan Manegold:
Deep Integration of Machine Learning Into Column Stores. 473-476 - Philipp M. Grulich, René Saitenmacher, Jonas Traub, Sebastian Breß, Tilmann Rabl, Volker Markl:
Scalable Detection of Concept Drifts on Data Streams with Parallel Adaptive Windowing. 477-480 - Alireza Pourali, Fattane Zarrinkalam, Ebrahim Bagheri:
Point-of-Interest Recommendation Using Heterogeneous Link Prediction. 481-484 - Elvis Marques Teixeira, Paulo Roberto Pessoa Amora
, Javam C. Machado:
MetisIDX - From Adaptive to Predictive Data Indexing. 485-488 - Tobias Behrens, Viktor Rosenfeld, Jonas Traub, Sebastian Breß, Volker Markl:
Efficient SIMD Vectorization for Hashing in OpenCL. 489-492 - Nikolay Yakovets, Li Wang, George H. L. Fletcher, B. Craig Taverner, Alexandra Poulovassilis:
Histogram Domain Ordering for Path Selectivity Estimation. 493-496 - Faisal Nawab, Divy Agrawal, Amr El Abbadi:
Nomadic Datacenters at the Network Edge: Data Management Challenges for the Cloud with Mobile Infrastructure. 497-500 - Sebastian Schmoll
, Matthias Schubert:
Dynamic Resource Routing using Real-Time Information. 501-504 - Diana Popova, Akshay Khot, Alex Thomo
:
Data Structures for Efficient Computation of Influence Maximization and Influence Estimation. 505-508 - Nikolaus Augsten
:
A Roadmap towards Declarative Similarity Queries. 509-512
Tutorial
- Sihem Amer-Yahia, Senjuti Basu Roy:
Interactive Exploration of Composite Items. 513-516 - Georgia Koutrika:
Recent Advances in Recommender Systems: Matrices, Bandits, and Blenders. 517-519 - Alastair Green, Martin Junghanns, Max Kießling, Tobias Lindaaker, Stefan Plantikow, Petra Selmer:
openCypher: New Directions in Property Graph Querying. 520-523 - Wolfram Wingerath, Felix Gessert, Erik Witt, Steffen Friedrich, Norbert Ritter:
Real-Time Data Management for Big Data. 524-527
Industrial and Applications Paper
- Taewoo Kim, Wenhai Li, Alexander Behm, Inci Cetindil, Rares Vernica, Vinayak R. Borkar, Michael J. Carey, Chen Li:
Supporting Similarity Queries in Apache AsterixDB. 528-539 - Mohammad Sadoghi
, Souvik Bhattacherjee, Bishwaranjan Bhattacharjee, Mustafa Canim:
L-Store: A Real-time OLTP and OLAP System. 540-551 - Ana Claudia Sima, Kurt Stockinger, Katrin Affolter, Martin Braschler, Peter Monte, Lukas Kaiser:
A Hybrid Approach for Alarm Verification using Stream Processing, Machine Learning and Text Analytics. 552-563 - Manish Kesarwani, Akshar Kaul, Prasad Naldurg, Sikhar Patranabis, Gagandeep Singh, Sameep Mehta, Debdeep Mukhopadhyay:
Efficient Secure k-Nearest Neighbours over Encrypted Data. 564-575 - Christina Pavlopoulou, E. Preston Carman Jr., Till Westmann, Michael J. Carey, Vassilis J. Tsotras
:
A Parallel and Scalable Processor for JSON Data. 576-587 - Alberto Cordioli, Themis Palpanas:
An Automated System for Internet Pharmacy Verification. 588-599 - Nikos Tsikoudis, Liuba Shrira, Sara Cohen
:
RQL: Retrospective Computations over Snapshot Sets. 600-611 - George A. Vouros
, Akrivi Vlachou, Georgios M. Santipantakis, Christos Doulkeridis, Nikos Pelekis, Harris V. Georgiou
, Yannis Theodoridis
, Kostas Patroumpas, Elias Alevizos
, Alexander Artikis, Christophe Claramunt, Cyril Ray, David Scarlatti, Georg Fuchs, Gennady L. Andrienko, Natalia V. Andrienko, Michael Mock, Elena Camossi, Anne-Laure Jousselme, Jose Manuel Cordero Garcia:
Big Data Analytics for Time Critical Mobility Forecasting: Recent Progress and Research Challenges. 612-623 - Badre Belabbess, Musab Bairat, Jérémy Lhez, Zakaria Khattabi, Yufan Zheng, Olivier Curé:
Scouter: A Stream Processing Web Analyzer to Contextualize Singularities. 624-631 - Rohan Khade, Jessica Lin, Nital Patel:
Finding Contrast Patterns for Mixed Streaming Data (Application track). 632-641
Demonstration
- Maxim Filatov, Verena Kantere:
Recalibration of Analytics Workflows. 642-645 - Wei Lee, Chien-Wei Chang, Po-An Yang, Chi-Hsuan Huang, Ming-Kuang Wu, Chu-Cheng Hsieh, Kun-Ta Chuang:
Effective Quality Assurance for Data Labels through Crowdsourcing and Domain Expert Collaboration. 646-649 - Gabriel Campero Durand, Anusha Janardhana, Marcus Pinnecke, Yusra Shakeel, Jacob Krüger
, Thomas Leich, Gunter Saake:
Exploring Large Scholarly Networks with Hermes. 650-653 - Soyee Choi, Hyunwoo Park, Sang Won Lee:
Don't write all data pages in one stream. 654-657 - Tal Yahav, Oren Kalinsky, Oren Mishali, Benny Kimelfeld:
eLinda: Explorer for Linked Data. 658-661 - Georgios M. Santipantakis, Apostolos Glenis, Nikolaos Kalaitzian, Akrivi Vlachou, Christos Doulkeridis, George A. Vouros
:
FAIMUSS: Flexible Data Transformation to RDF from Multiple Streaming Sources. 662-665 - InA Kim, Kyong-Ha Lee
, Kyu-Chul Lee:
SAMUEL: A Sharing-based Approach to processing Multiple SPARQL Queries with MapReduce. 666-669 - Bin Zhao, Genlin Ji, Yu Yang, Zhaoyuan Yu, Xintao Liu, Ningfang Mi:
GEDetector: Early Detection of Gathering Events Based on Cluster Containment Join in Trajectory Streams. 670-673 - Paul Tran-Van, Nicolas Anciaux, Philippe Pucheral:
Reconciling Privacy and Data Sharing in a Smart and Connected Surrounding. 674-677 - Fragkiskos Gryllakis, Nikos Pelekis, Christos Doulkeridis, Stylianos Sideridis, Yannis Theodoridis
:
Spatio-Temporal-Keyword Pattern Queries over Semantic Trajectories with Hermes@Neo4j. 678-681 - Sergi Nadal
, Alberto Abelló, Oscar Romero
, Stijn Vansummeren, Panos Vassiliadis:
MDM: Governing Evolution in Big Data Ecosystems. 682-685 - Houssem Ben Lahmar, Melanie Herschel, Michael Blumenschein, Daniel A. Keim:
Provenance-Based Visual Data Exploration with EVLIN. 686-689 - M. Ali Rostami, Alieh Saeedi, Eric Peukert, Erhard Rahm
:
Interactive Visualization of Large Similarity Graphs and Entity Resolution Clusters. 690-693 - Zheng Zheng, Morteza Alipour, Zhi Qu, Ian Currie, Fei Chiang, Lukasz Golab, Jaroslaw Szlichta:
FastOFD: Contextual Data Cleaning with Ontology Functional Dependencies. 694-697 - Dirk Ahlers
, Frank Alexander Kraemer, Anders Eivind Braten
, Xiufeng Liu, Fredrik Anthonisen, Patrick Driscoll
, John Krogstie
:
Analysis and Visualization of Urban Emission Measurements in Smart Cities. 698-701 - Victor Zakhary, Cetin Sahin, Amr El Abbadi, Huijia Lin, Stefano Tessaro:
Pharos: Privacy Hazards of Replicating ORAM Stores. 702-705
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