Original publisher: ACM New York, ICPS - International Conference Proceedings Series, ISBN: 978-1-4503-0790-1, Electronic Edition
Front Matter
Invited Papers
Inside "Big Data management": ogres, onions, or parfaits?
Vinayak R. Borkar, Michael J. Carey, Chen Li
pp. 3-14
Research Sessions
Map reduce and databases
Clydesdale: structured data processing on MapReduce.
Tim Kaldewey, Eugene J. Shekita, Sandeep Tata
pp. 15-25
An optimization framework for map-reduce queries.
Leonidas Fegaras, Chengkai Li, Upa Gupta
pp. 26-37
Efficient parallel kNN joins for large data in MapReduce.
Chi Zhang, Feifei Li, Jeffrey Jestes
pp. 38-49
Privacy and mining
Differentially private search log sanitization with optimal output utility.
Yuan Hong, Jaideep Vaidya, Haibing Lu, Mingrui Wu
pp. 50-61
Integrating historical noisy answers for improving data utility under differential privacy.
Shixi Chen, Shuigeng Zhou, Sourav S. Bhowmick
pp. 62-73
Mining probabilistically frequent sequential patterns in uncertain databases.
Zhou Zhao, Da Yan, Wilfred Ng
pp. 74-85
Recommendation and social networks
RecStore: an extensible and adaptive framework for online recommender queries inside the database engine.
Justin J. Levandoski, Mohamed Sarwat, Mohamed F. Mokbel, Michael D. Ekstrand
pp. 86-96
Supporting top-K item exchange recommendations in large online communities.
Zhan Su, Anthony K. H. Tung, Zhenjie Zhang
pp. 97-108
Limiting link disclosure in social network analysis through subgraph-wise perturbation.
Amin Milani Fard, Ke Wang, Philip S. Yu
pp. 109-119
Query optimization
On optimizing relational self-joins.
Yu Cao, Yongluan Zhou, Chee-Yong Chan, Kian-Lee Tan
pp. 120-131
Transitive closure and recursive Datalog implemented on clusters.
Foto N. Afrati, Jeffrey D. Ullman
pp. 132-143
Shortest-path queries for complex networks: exploiting low tree-width outside the core.
Takuya Akiba, Christian Sommer, Ken-ichi Kawarabayashi
pp. 144-155
Road networks
User oriented trajectory search for trip recommendation.
Shuo Shang, Ruogu Ding, Bo Yuan, Kexin Xie, Kai Zheng, Panos Kalnis
pp. 156-167
Relevance search in heterogeneous networks.
Chuan Shi, Xiangnan Kong, Philip S. Yu, Sihong Xie, Bin Wu
pp. 180-191
Data summarization
An adaptive algorithm for online time series segmentation with error bound guarantee.
Zhenghua Xu, Rui Zhang, Kotagiri Ramamohanarao, Udaya Parampalli
pp. 192-203
Stream data processing
Transactional stream processing.
Irina Botan, Peter M. Fischer, Donald Kossmann, Nesime Tatbul
pp. 204-215
Towards "intelligent compression" in streams: a biased reservoir sampling based Bloom filter approach.
Sourav Dutta, Souvik Bhattacherjee, Ankur Narang
pp. 228-238
Preference databases
Efficient approximation of the maximal preference scores by lightweight cubic views.
Yueguo Chen, Bin Cui, Xiaoyong Du, Anthony K. H. Tung
pp. 240-251
Top-k interesting phrase mining in ad-hoc collections using sequence pattern indexing.
Chuancong Gao, Sebastian Michel
pp. 264-275
Spatio temporal databases and OLAP
Optimizing index deployment order for evolving OLAP.
Hideaki Kimura, Carleton Coffrin, Alexander Rasin, Stanley B. Zdonik
pp. 276-287
Distance histogram computation based on spatiotemporal uniformity in scientific data.
Anand Kumar, Vladimir Grupcev, Yongke Yuan, Yi-Cheng Tu, Gang Shen
pp. 288-299
A generic data model and query language for spatiotemporal OLAP cube analysis.
Leticia I. Gómez, Silvia A. Gómez, Alejandro A. Vaisman
pp. 300-311
Web systems
Subscription indexes for web syndication systems.
Zeinab Hmedeh, Harris Kourdounakis, Vassilis Christophides, Cédric du Mouza, Michel Scholl, Nicolas Travers
pp. 312-323
Heuristics-based query optimisation for SPARQL.
Petros Tsialiamanis, Lefteris Sidirourgos, Irini Fundulaki, Vassilis Christophides, Peter A. Boncz
pp. 324-335
See what's enBlogue: real-time emergent topic identification in social media.
Foteini Alvanaki, Sebastian Michel, Krithi Ramamritham, Gerhard Weikum
pp. 336-347
Textual databases and search
Efficient distributed query processing for autonomous RDF databases.
Fabian Prasser, Alfons Kemper, Klaus A. Kuhn
pp. 372-383
Searching
: a compact randomized similarity index for set-valued features.
Petros Venetis, Yannis Sismanis, Berthold Reinwald
pp. 384-395
VAST-Tree: a vector-advanced and compressed structure for massive data tree traversal.
Takeshi Yamamuro, Makoto Onizuka, Toshio Hitaka, Masashi Yamamuro
pp. 396-407
Repair-oriented relational schemas for multidimensional databases.
Mahkameh Yaghmaie, Leopoldo E. Bertossi, Sina Ariyan
pp. 408-419
Database engines and architectures
Adaptive MapReduce using situation-aware mappers.
Rares Vernica, Andrey Balmin, Kevin S. Beyer, Vuk Ercegovac
pp. 420-431
"Cut me some slack": latency-aware live migration for databases.
Sean Kenneth Barker, Yun Chi, Hyun Jin Moon, Hakan Hacigümüs, Prashant J. Shenoy
pp. 432-443
Peak power plays in database engines.
Mayuresh Kunjir, Puneet K. Birwa, Jayant R. Haritsa
pp. 444-455
Graph databases
Finding top-k similar graphs in graph databases.
Yuanyuan Zhu, Lu Qin, Jeffrey Xu Yu, Hong Cheng
pp. 456-467
I/O cost minimization: reachability queries processing over massive graphs.
Zhiwei Zhang, Jeffrey Xu Yu, Lu Qin, Qing Zhu, Xiaofang Zhou
pp. 468-479
Finding maximal k-edge-connected subgraphs from a large graph.
Rui Zhou, Chengfei Liu, Jeffrey Xu Yu, Weifa Liang, Baichen Chen, Jianxin Li
pp. 480-491
Multi-dimensional data sets
SIMP: accurate and efficient near neighbor search in high dimensional spaces.
Vishwakarma Singh, Ambuj K. Singh
pp. 492-503
Effectively indexing the multi-dimensional uncertain objects for range searching.
Ying Zhang, Wenjie Zhang, Qianlu Lin, Xuemin Lin
pp. 504-515
SFA: a symbolic fourier approximation and index for similarity search in high dimensional datasets.
Patrick Schäfer, Mikael Högqvist
pp. 516-527
Industry and Applications
Industry and applications sessions
Introducing MapLan to map banking survey data into a time series database.
Manuel Günter
pp. 528-533
Extending a general-purpose streaming system for XML.
Mark P. Mendell, Howard Nasgaard, Eric Bouillet, Martin Hirzel, Bugra Gedik
pp. 534-539
Mining search behavior and user-generated content: presentation at the industrial session - EDBT/ICDT 2012.
Carlos Castillo
pp. 540-541
Data management with SAPs in-memory computing engine.
Joos-Hendrik Boese, Cafer Tosun, Christian Mathis, Franz Faerber
pp. 542-544
Tailoring entity resolution for matching product offers.
Hanna Köpcke, Andreas Thor, Stefan Thomas, Erhard Rahm
pp. 545-550
Towards principled design support for scalable OLTP workloads.
Bin Liu, Jun'ichi Tatemura, Hakan Hacigümüs
pp. 551-553
Similarity in (spatial, temporal and) spatio-temporal datasets.
Dimitrios Gunopulos, Goce Trajcevski
pp. 554-557
Distributed skyline processing: a trend in database research still going strong.
Katja Hose, Akrivi Vlachou
pp. 558-561
Adaptive indexing in modern database kernels.
Stratos Idreos, Stefan Manegold, Goetz Graefe
pp. 566-569
ColisTrack: testbed for a pervasive environment management system.
Yann Gripay, Frédérique Laforest, François Lesueur, Nicolas Lumineau, Jean-Marc Petit, Vasile-Marian Scuturici, Samir Sebahi, Sabina Surdu
pp. 574-577
The mainframe strikes back: elastic multi-tenancy using main memory database systems on a many-core server.
Henrik Mühe, Alfons Kemper, Thomas Neumann
pp. 578-581
SOS (save our systems): a uniform programming interface for non-relational systems.
Paolo Atzeni, Francesca Bugiotti, Luca Rossi
pp. 582-585
PeerTrack: a platform for tracking and tracing objects in large-scale traceability networks.
Yanbo Wu, Quan Z. Sheng, Damith Chinthana Ranasinghe, Lina Yao
pp. 586-589
Fault-tolerant complex event processing using customizable state machine-based operators.
Thomas Heinze, Zbigniew Jerzak, Andre Martin, Lenar Yazdanov, Christof Fetzer
pp. 590-593
Knowledge-based processing of complex stock market events.
Kia Teymourian, Malte Rohde, Adrian Paschke
pp. 594-597
Private-HERMES: a benchmark framework for privacy-preserving mobility data querying and mining methods.
Nikos Pelekis, Aris Gkoulalas-Divanis, Marios Vodas, Anargyros Plemenos, Despina Kopanaki, Yannis Theodoridis
pp. 598-601
Evaluating hybrid queries through service coordination in HYPATIA.
Víctor Cuevas-Vicenttín, Genoveva Vargas-Solar, Christine Collet
pp. 602-605
A desktop interface over distributed document repositories.
Camélia Constantin, Cédric du Mouza, Philippe Rigaux, Virginie Thion-Goasdoué, Nicolas Travers
pp. 606-609
SPARQL-RW: transparent query access over mapped RDF data sources.
Konstantinos Makris, Nikos Bikakis, Nektarios Gioldasis, Stavros Christodoulakis
pp. 610-613
Intention insider: discovering people's intentions in the social channel.
Malú Castellanos, Meichun Hsu, Umeshwar Dayal, Riddhiman Ghosh, Mohamed Dekhil, Carlos Ceja Limon, Marcial Puchi, Perla Ruiz
pp. 614-617
QUASAR: querying annotation, structure, and reasoning.
Luying Chen, Michael Benedikt, Evgeny Kharlamov
pp. 618-621
Realtime healthcare services via nested complex event processing technology.
Mo Liu, Medhabi Ray, Dazhi Zhang, Elke A. Rundensteiner, Daniel J. Dougherty, Chetan Gupta, Song Wang, Ismail Ari
pp. 622-625
Distributed data management for large-scale wireless sensor networks simulations.
Stephen Wylie, James Heide, Besim Avci, Dennis Vaccaro, Oliviu Ghica, Goce Trajcevski
pp. 626-629
Knowing: a generic data analysis application.
Thomas Bernecker, Franz Graf, Hans-Peter Kriegel, Nepomuk Seiler, Christoph Türmer, Dieter Dill
pp. 630-633