Original publisher: OpenProceedings.org, ISBN: 978-3-89318-078-3, Electronic Edition
Series ISSN: 2367-2005
Front Matter
Research Paper
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ID Repair for Trajectories with Transition Graphs
Xingcan Cui, Xiaohui Yu, Xiaofang Zhou, Jiong Guo
pp. 1-12
MTBase: Optimizing Cross-Tenant Database Queries
Lucas Braun, Renato Marroquin, Ken Tsay, Donald Kossmann
pp. 13-24
Extending In-Memory Relational Database Engines with Native Graph Support
Mohamed Hassan, Tatiana Kuznetsova, Hyun Chai Jeong, Walid Aref, Mohammad Sadoghi
pp. 25-36
Sequenced Route Query with Semantic Hierarchy
Yuya Sasaki, Yoshiharu Ishikawa, Yasuhiro Fujiwara, Makoto Onizuka
pp. 37-48
On Complexity and Efficiency of Mutual Information Estimation on Static and Dynamic Data
Michael Vollmer, Ignaz Rutter, Klemens Böhm
pp. 49-60
Summarization Algorithms for Record Linkage
Dimitrios Karapiperis, Aris Gkoulalas-Divanis, Vassilios S. Verykios
pp. 73-84
Continuous Monitoring of Pareto Frontiers on Partially Ordered Attributes for Many Users
Afroza Sultana, Chengkai Li
pp. 85-96
Optimizing Selection Processing for Encrypted Database using Past Result Knowledge Base
Wai Kit Wong, Kwok Wai Wong, Ho-Yin Yue
pp. 97-108
Temporally-Biased Sampling for Online Model Management
Brian Hentschel, Peter J. Haas, Yuanyuan Tian
pp. 109-120
Detecting Database File Tampering through Page Carving
James Wagner, Alexander Rasin, Tanu Malik, Karen Heart, Jacob Furst, Jonathan Grier
pp. 121-132
Synchronous Multi-GPU Training for Deep Learning with Low-Precision Communications: An Empirical Study
Demjan Grubic, Leo Tam, Dan Alistarh, Ce Zhang
pp. 145-156
Beyond Frequencies: Graph Pattern Mining in Multi-weighted Graphs
Giulia Preti, Matteo Lissandrini, Davide Mottin, Yannis Velegrakis
pp. 169-180
Scalable Evaluation of k-NN Queries on Large Uncertain Graphs
Xiaodong Li, Reynold Cheng, Yixiang Fang, Jiafeng Hu, Silviu Maniu
pp. 181-192
MatchCatcher: A Debugger for Blocking in Entity Matching
Han Li, Pradap Konda, Paul Suganthan G C, Anhai Doan, Benjamin Snyder, Youngchoon Park, Ganesh Krishnan, Rohit Deep, Vijay Raghavendra
pp. 193-204
Extracting Statistical Graph Features for Accurate and Efficient Time Series Classification
Daoyuan Li, Jessica Lin, Tegawendé Bissyandé, Jacques Klein, Yves Le Traon
pp. 205-216
Counting Edges with Target Labels in Online Social Networks via Random Walk
Yang Wu, Cheng Long, Ada Fu, Zitong Chen
pp. 217-228
An Homophily-based Approach for Fast Post Recommendation on Twitter
Quentin Grossetti, Camelia Constantin, Cedric du Mouza, Nicolas Travers
pp. 229-240
Online Set Selection with Fairness and Diversity Constraints
Julia Stoyanovich, Ke Yang, H. Jagadish
pp. 241-252
Apollo: Learning Query Correlations for Predictive Caching in Geo-Distributed Systems
Brad Glasbergen, Michael Abebe, Khuzaima Daudjee, Scott Foggo, Anil Pacaci
pp. 253-264
Interactive Rule Refinement for Fraud Detection
Tova Milo, Slava Novgorodov, Wang-Chiew Tan
pp. 265-276
Privacy Preserving Group Nearest Neighbor Search
Yuncheng Wu, Ke Wang, Zhilin Zhang, weipeng lin, Hong Chen, Cuiping Li
pp. 277-288
Pattern Search in Temporal Social Networks
Andreas Züfle, Matthias Renz, Tobias Emrich, Maximilian Franzke
pp. 289-300
Scalable and Dynamic Regeneration of Big Data Volumes
Anupam Sanghi, Raghav Sood, Jayant Haritsa, Srikanta Tirthapura
pp. 301-312
TPStream: Low-Latency Temporal Pattern Matching on Event Streams
Michael Körber, Nikolaus Glombiewski, Bernhard Seeger
pp. 313-324
QUASII: QUery-Aware Spatial Incremental Index
Mirjana Pavlovic, Darius Sidlauskas, Thomas Heinis, Anastasia Ailamaki
pp. 325-336
Kernel-Based Cardinality Estimation on Metric Data
Michael Mattig, Thomas Fober, Christian Beilschmidt, Bernhard Seeger
pp. 349-360
GeoAlign: Interpolating Aggregates over Unaligned Partitions
Jie Song, Danai Koutra, Murali Mani, H. Jagadish
pp. 361-372
Distributed query-aware quantization for high-dimensional similarity searches
Gheorghi Guzun, Guadalupe Canahuate
pp. 373-384
Global-Scale Placement of Transactional Data Stores
Victor Zakhary, Faisal Nawab, Divy Agrawal, Amr El Abbadi
pp. 385-396
SlickDeque: High Throughput and Low Latency Incremental Sliding-Window Aggregation
Anatoli Shein, Panos Chrysanthis, Alexandros Labrinidis
pp. 397-408
Modeling and Exploiting Goal and Action Associations for Recommendations
Dimitra Papadimitriou, Yannis Velegrakis, Georgia Koutrika
pp. 409-420
Short Paper
Notable Characteristics Search through Knowledge Graphs
Davide Mottin, Bastian Grasnick, Axel Kroschk, Patrick Siegler, Emmanuel Müller
pp. 429-432
EmbedS: Scalable, Ontology-aware Graph Embeddings
Gonzalo Diaz, Achille Fokoue, Mohammad Sadoghi
pp. 433-436
All that Incremental is not Efficient: Towards Recomputation Based Complex Event Processing for Expensive Queries
Abderrahmen Kammoun, Syed Gillani, Julien Subercaze, Stephane Frenot, Kamal Singh, Frederique Laforest, Jacques Fayolle
pp. 437-440
DeepEye: Visualizing Your Data by Keyword Search
xuedi qin, Yuyu Luo, Nan Tang, Guoliang Li
pp. 441-444
Research Directions in Blockchain Data Management and Analytics
Hoang Tam Vo, Ashish Kundu, Mukesh Mohania
pp. 445-448
Scalable Active Temporal Constrained Clustering
Son Mai, Sihem Amer-Yahia, Ahlame Douzal Chouakria
pp. 449-452
Global Range Encoding for Efficient Partition Elimination
Jeremy Chen, Reza Sherkat, Mihnea ANDREI, Heiko Gerwens
pp. 453-456
NoFTL-KV: TacklingWrite-Amplification on KV-Stores with Native Storage Management
Tobias Vincon, Sergej Hardock, Christian Riegger, Julian Oppermann, Andreas Koch, Ilia Petrov
pp. 457-460
Towards Hypothetical Reasoning Using Distributed Provenance
Daniel Deutch, Yuval Moskovitch, Itay Polak, Noam Rinetzky
pp. 461-464
PRoST: Distributed Execution of SPARQL Queries Using Mixed Partitioning Strategies
Matteo Cossu, Michael Färber, Georg Lausen
pp. 469-472
Deep Integration of Machine Learning Into Column Stores
Mark Raasveldt, Pedro Holanda, Hannes Mühleisen, Stefan Manegold
pp. 473-476
Scalable Detection of Concept Drifts on Data Streams with Parallel Adaptive Windowing
Philipp Marian Grulich, Rene Saitenmacher, Jonas Traub, Sebastian Breß, Tilmann Rabl, Volker Markl
pp. 477-480
Point-of-Interest Recommendation Using Heterogeneous Link Prediction
Alireza Pourali, Fattane Zarrinkalam, Ebrahim Bagheri
pp. 481-484
MetisIDX - From Adaptive to Predictive Data Indexing
Elvis Teixeira, Paulo Amora, Javam Machado
pp. 485-488
Efficient SIMD Vectorization for Hashing in OpenCL
Tobias Behrens, Viktor Rosenfeld, Jonas Traub, Sebastian Breß, Volker Markl
pp. 489-492
Histogram Domain Ordering for Path Selectivity Estimation
Nikolay Yakovets, Li Wang, George Fletcher, Craig Taverner, Alexandra Poulovassilis
pp. 493-496
Nomadic Datacenters at the Network Edge: Data Management Challenges for the Cloud with Mobile Infrastructure
Faisal Nawab, Divy Agrawal, Amr El Abbadi
pp. 497-500
Dynamic Resource Routing using Real-Time Information
Sebastian Schmoll, Matthias Schubert
pp. 501-504
Data Structures for Efficient Computation of Influence Maximization and Influence Estimation
Diana Popova, Akshay Khot, Alex Thomo
pp. 505-508
Tutorial
Recent Advances in Recommender Systems: Matrices, Bandits, and Blenders
Georgia Koutrika
pp. 517-519
openCypher: New Directions in Property Graph Querying
Alastair Green, Martin Junghanns, Max Kiessling, Tobias Lindaaker, Stefan Plantikow, Petra Selmer
pp. 520-523
Real-Time Data Management for Big Data
Wolfram Wingerath, Felix Gessert, Erik Witt, Steffen Friedrich, Norbert Ritter
pp. 524-527
Industrial and Applications Paper
Supporting Similarity Queries in Apache AsterixDB
Taewoo Kim, Wenhai Li, Alexander Behm, Inci Cetindil, Rares Vernica, Vinayak Borkar, Michael Carey, Chen Li
pp. 528-539
L-Store: A Real-time OLTP and OLAP System
Mohammad Sadoghi, Souvik Bhattacherjee, Bishwaranja Bhattacharjee, Mustafa Canim
pp. 540-551
A Hybrid Approach for Alarm Verification using Stream Processing, Machine Learning and Text Analytics
Ana Sima, Kurt Stockinger, Katrin Affolter, Martin Braschler, Peter Monte, Lukas Kaiser
pp. 552-563
Efficient Secure k-Nearest Neighbours over Encrypted Data
Manish Kesarwani, Akshar Kaul, Prasad Naldurg, Sikhar Patranabis, Gagandeep Singh, sameep mehta, Debdeep Mukhopadhyay
pp. 564-575
A Parallel and Scalable Processor for JSON Data
Christina Pavlopoulou, E. Preston Carman Jr, Till Westmann, Michael Carey, Vassilis Tsotras
pp. 576-587
An Automated System for Internet Pharmacy Verification
Alberto Cordioli, Themis Palpanas
pp. 588-599
RQL: Retrospective Computations over Snapshot Sets
Nikos Tsikoudis, Liuba Shrira, Sara Cohen
pp. 600-611
Big Data Analytics for Time Critical Mobility Forecasting: Recent Progress and Research Challenges
George Vouros, Akrivi Vlachou, Giorgos Santipantakis, Christos Doulkeridis, Nikos Pelekis, Harris Georgiou, Yannis Theodoridis, Kostas Patroumpas, Elias Alevizos, Alexander Artikis, Christophe Claramunt, Cyril Ray, David Scarlatti, Georg Fuchs, Gennady Andrienko, Natalia Andrienko, Michael Mock, Elena Camossi, Anne-Laure Jousselme, Jose Manuel Cordero Garcia
pp. 612-623
Scouter: A Stream Processing Web Analyzer to Contextualize Singularities
Badre Belabbess, Musab Bairat, Jeeremy Lhez, Zakaria Khattabi, Yufan Zheng, Olivier CURE
pp. 624-631
Finding Contrast Patterns for Mixed Streaming Data (Application track)
Rohan Khade, Jessica Lin, Nital Patel
pp. 632-641
Demonstration
Recalibration of Analytics Workflows
Verena Kantere, Maxim Filatov, Maxim Filatov, Vasiliki Kantere, Verena Kantere
pp. 642-645
Effective Quality Assurance for Data Labels through Crowdsourcing and Domain Expert Collaboration
Wei Lee, Chien-Wei Chang, Po-An Yang, Chi-Hsuan Huang, Ming-Kuang Wu, Chu-Cheng Hsieh, Kun-Ta Chuang
pp. 646-649
Exploring Large Scholarly Networks with Hermes
Gabriel Campero Durand, Anusha Janardhana, Marcus Pinnecke, Yusra Shakeel, Jacob Krüger, Thomas Leich, Gunter Saake
pp. 650-653
eLinda: Explorer for Linked Data
Tal Yahav, Oren Kalinsky, Oren Mishali, Benny Kimelfeld
pp. 658-661
FAIMUSS: Flexible Data Transformation to RDF from Multiple Streaming Sources
Giorgos Santipantakis, Apostolos Glenis, Nikolaos Kalaitzian, Akrivi Vlachou, Christos Doulkeridis, George Vouros
pp. 662-665
SAMUEL: A Sharing-based Approach to processing Multiple SPARQL Queries with MapReduce
InA Kim, Kyong-Ha Lee, Kyuchul Lee
pp. 666-669
GEDetector: Early Detection of Gathering Events Based on Cluster Containment Join in Trajectory Streams
Bin Zhao, Genlin Ji, Yu Yang, Zhaoyuan Yu, Xintao Liu, Ningfang Mi
pp. 670-673
Reconciling Privacy and Data Sharing in a Smart and Connected Surrounding
Paul Tran-Van, Nicolas Anciaux, Philippe Pucheral
pp. 674-677
Spatio-Temporal-Keyword Pattern Queries over Semantic Trajectories with Hermes@Neo4j
Fragkiskos Gryllakis, Nikos Pelekis, Christos Doulkeridis, Stylianos Sideridis, Yannis Theodoridis
pp. 678-681
MDM: Governing Evolution in Big Data Ecosystems
Sergi Nadal, Alberto Abelló, Oscar Romero, Stijn Vansummeren, Panos Vassiliadis
pp. 682-685
Provenance-Based Visual Data Exploration with EVLIN
Houssem BEN LAHMAR, Melanie Herschel, Michael Blumenschein, Daniel Keim
pp. 686-689
Interactive Visualization of Large Similarity Graphs and Entity Resolution Clusters
M. Ali Rostami, Alieh Saeedi, Eric Peukert, Erhard Rahm
pp. 690-693
FastOFD: Contextual Data Cleaning with Ontology Functional Dependencies
Zheng Zheng, Morteza Alipour, Zhi Qu, Ian Currie, Fei Chiang, Lukasz Golab, Jaroslaw Szlichta
pp. 694-697
Analysis and Visualization of Urban Emission Measurements in Smart Cities
Dirk Ahlers, Frank Kraemer, Anders Braten, Xiufeng Liu, Fredrik Anthonisen, Patrick Driscoll, John Krogstie
pp. 698-701
Pharos: Privacy Hazards of Replicating ORAM Stores
Victor Zakhary, Cetin Sahin, Amr El Abbadi, Huijia Lin, Stefano Tessaro
pp. 702-705
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