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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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