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ACM SIGMOD Conference 2013: New York, NY, USA
- Kenneth A. Ross, Divesh Srivastava, Dimitris Papadias:
Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2013, New York, NY, USA, June 22-27, 2013. ACM 2013, ISBN 978-1-4503-2037-5
Research session 1: data analytics
- Botong Huang, Shivnath Babu, Jun Yang:
Cumulon: optimizing statistical data analysis in the cloud. 1-12 - Reynold S. Xin, Josh Rosen, Matei Zaharia
, Michael J. Franklin, Scott Shenker
Shark: SQL and rich analytics at scale. 13-24 - Petrie Wong, Zhian He, Eric Lo
Parallel analytics as a service. 25-36
Research session 2: XML
- Ba Quan Truong, Sourav S. Bhowmick
MESSIAH: missing element-conscious SLCA nodes search in XML data. 37-48 - Sara Cohen
Indexing for subtree similarity-search using edit distance. 49-60 - Marcelo Arenas, Jonny Daenen, Frank Neven
Discovering XSD keys from XML data. 61-72
Research session 3: transactions
- Hyungsoo Jung, Hyuck Han, Alan D. Fekete, Gernot Heiser, Heon Young Yeom:
A scalable lock manager for multicores. 73-84 - Goetz Graefe, Mark Lillibridge, Harumi A. Kuno, Joseph A. Tucek, Alistair C. Veitch:
Controlled lock violation. 85-96 - Woon-Hak Kang, Sang-Won Lee, Bongki Moon, Gi-Hwan Oh, Changwoo Min:
X-FTL: transactional FTL for SQLite databases. 97-108
Research session 4: data storage
- Wangchao Le, Feifei Li, Yufei Tao
Optimal splitters for temporal and multi-version databases. 109-120 - Mihaela A. Bornea, Julian Dolby, Anastasios Kementsietsidis, Kavitha Srinivas, Patrick Dantressangle, Octavian Udrea, Bishwaranjan Bhattacharjee:
Building an efficient RDF store over a relational database. 121-132 - Yannis Klonatos, Andres Nötzli
Automatic synthesis of out-of-core algorithms. 133-144
Research session 5: schema matching and spatial databases I
- Meihui Zhang, Kaushik Chakrabarti:
InfoGather+: semantic matching and annotation of numeric and time-varying attributes in web tables. 145-156 - Patricia C. Arocena, Boris Glavic
Value invention in data exchange. 157-168 - Hanan Samet, Jagan Sankaranarayanan, Michael Auerbach:
Indexing methods for moving object databases: games and other applications. 169-180
Research session 6: graph connectivity
- Zhiwei Zhang, Jeffrey Xu Yu, Lu Qin
I/O efficient: computing SCCs in massive graphs. 181-192 - James Cheng, Silu Huang, Huanhuan Wu, Ada Wai-Chee Fu:
TF-Label: a topological-folding labeling scheme for reachability querying in a large graph. 193-204 - Lijun Chang, Jeffrey Xu Yu, Lu Qin
Efficiently computing k-edge connected components via graph decomposition. 205-216
Research session 7: crowdsourcing
- Jinyang Gao, Xuan Liu, Beng Chin Ooi, Haixun Wang, Gang Chen:
An online cost sensitive decision-making method in crowdsourcing systems. 217-228 - Jiannan Wang, Guoliang Li, Tim Kraska, Michael J. Franklin, Jianhua Feng:
Leveraging transitive relations for crowdsourced joins. 229-240 - Yael Amsterdamer
Crowd mining. 241-252
Research session 8: social media
- Mikalai Tsytsarau, Sihem Amer-Yahia, Themis Palpanas:
Efficient sentiment correlation for large-scale demographics. 253-264 - Huy Pham, Cyrus Shahabi, Yan Liu:
EBM: an entropy-based model to infer social strength from spatiotemporal data. 265-276 - Wanyun Cui, Yanghua Xiao, Haixun Wang, Yiqi Lu, Wei Wang:
Online search of overlapping communities. 277-288
Research session 9: systems, performance I
- Yinan Li, Jignesh M. Patel:
BitWeaving: fast scans for main memory data processing. 289-300 - Barzan Mozafari, Carlo Curino, Alekh Jindal, Samuel Madden:
Performance and resource modeling in highly-concurrent OLTP workloads. 301-312 - Kyu-Young Whang, Tae-Seob Yun, Yeon-Mi Yeo, Il-Yeol Song, Hyuk-Yoon Kwon
ODYS: an approach to building a massively-parallel search engine using a DB-IR tightly-integrated parallel DBMS for higher-level functionality. 313-324
Research session 10: graph management
- Xiaocheng Hu, Yufei Tao
Massive graph triangulation. 325-336 - Wook-Shin Han, Jinsoo Lee, Jeong-Hoon Lee:
Turboiso: towards ultrafast and robust subgraph isomorphism search in large graph databases. 337-348 - Takuya Akiba, Yoichi Iwata, Yuichi Yoshida:
Fast exact shortest-path distance queries on large networks by pruned landmark labeling. 349-360
Research session 11: text databases
- Xiaochun Yang, Bin Wang, Tao Qiu, Yaoshu Wang, Chen Li:
Improving regular-expression matching on strings using negative factors. 361-372 - Jiaheng Lu
String similarity measures and joins with synonyms. 373-384 - Younghoon Kim
Efficient top-k algorithms for approximate substring matching. 385-396
Research session 12: systems, performance II
- Ce Zhang, Christopher Ré:
Towards high-throughput gibbs sampling at scale: a study across storage managers. 397-408 - Takashi Horikawa:
Latch-free data structures for DBMS: design, implementation, and evaluation. 409-420 - Sabah Currim, Richard T. Snodgrass, Young-Kyoon Suh, Rui Zhang, Matthew Wong Johnson, Cheng Yi:
DBMS metrology: measuring query time. 421-432
Research session 13: information extraction
- Yan Zheng, Jeffrey Jestes, Jeff M. Phillips, Feifei Li:
Quality and efficiency for kernel density estimates in large data. 433-444 - Yasuhiro Fujiwara, Makoto Nakatsuji, Hiroaki Shiokawa, Takeshi Mishima, Makoto Onizuka
Efficient ad-hoc search for personalized PageRank. 445-456 - Sudeepa Roy, Laura Chiticariu, Vitaly Feldman, Frederick Reiss, Huaiyu Zhu:
Provenance-based dictionary refinement in information extraction. 457-468
Research session 14: query processing and optimization
- Feng Yu, Wen-Chi Hou, Cheng Luo, Dunren Che, Mengxia Zhu:
CS2: a new database synopsis for query estimation. 469-480 - Akrivi Vlachou, Christos Doulkeridis
Branch-and-bound algorithm for reverse top-k queries. 481-492 - Guido Moerkotte, Pit Fender, Marius Eich:
On the correct and complete enumeration of the core search space. 493-504
Research session 15: cloud computing
- Bin Shao, Haixun Wang, Yatao Li:
Trinity: a distributed graph engine on a memory cloud. 505-516 - Aaron J. Elmore
Characterizing tenant behavior for placement and crisis mitigation in multitenant DBMSs. 517-528 - Yufei Tao
Minimal MapReduce algorithms. 529-540
Research session 16: data cleaning
- Michele Dallachiesa, Amr Ebaid, Ahmed Eldawy
NADEEF: a commodity data cleaning system. 541-552 - Mohamed Yakout, Laure Berti-Équille
Don't be SCAREd: use SCalable Automatic REpairing with maximal likelihood and bounded changes. 553-564 - Yang Cao, Wenfei Fan
Determining the relative accuracy of attributes. 565-576
Research session 17: complex event processing
- Rajagopal Ananthanarayanan, Venkatesh Basker, Sumit Das, Ashish Gupta, Haifeng Jiang, Tianhao Qiu, Alexey Reznichenko, Deomid Ryabkov, Manpreet Singh, Shivakumar Venkataraman:
Photon: fault-tolerant and scalable joining of continuous data streams. 577-588 - Di Wang, Yeye He, Elke A. Rundensteiner, Jeffrey F. Naughton:
Utility-maximizing event stream suppression. 589-600 - Zheng Li, Tingjian Ge, Cindy X. Chen:
ε-Matching: event processing over noisy sequences in real time. 601-612
Research session 18: systems, performance III
- Paraschos Koutris, Prasang Upadhyaya, Magdalena Balazinska, Bill Howe
Toward practical query pricing with QueryMarket. 613-624 - Michael Armbrust, Eric Liang, Tim Kraska, Armando Fox, Michael J. Franklin, David A. Patterson:
Generalized scale independence through incremental precomputation. 625-636 - Zhuhua Cai, Zografoula Vagena, Luis Leopoldo Perez, Subramanian Arumugam, Peter J. Haas, Christopher M. Jermaine:
Simulation of database-valued markov chains using SimSQL. 637-648
Research session 19: privacy
- Shixi Chen, Shuigeng Zhou:
Recursive mechanism: towards node differential privacy and unrestricted joins. 653-664 - Jun Zhang, Xiaokui Xiao
PrivGene: differentially private model fitting using genetic algorithms. 665-676 - Bing-Rong Lin, Daniel Kifer:
Information preservation in statistical privacy and bayesian estimation of unattributed histograms. 677-688
Research session 20: spatial databases II
- Cheng Long
Collective spatial keyword queries: a distance owner-driven approach. 689-700 - Sadegh Nobari, Farhan Tauheed, Thomas Heinis, Panagiotis Karras, Stéphane Bressan, Anastasia Ailamaki:
TOUCH: in-memory spatial join by hierarchical data-oriented partitioning. 701-712 - Wuman Luo, Haoyu Tan, Lei Chen
Finding time period-based most frequent path in big trajectory data. 713-724
Research session 21: data streams
- Raul Castro Fernandez, Matteo Migliavacca, Evangelia Kalyvianaki, Peter R. Pietzuch
Integrating scale out and fault tolerance in stream processing using operator state management. 725-736 - Lu Wang
Quantiles over data streams: an experimental study. 737-748 - Lisi Chen, Gao Cong
An efficient query indexing mechanism for filtering geo-textual data. 749-760
Research session 22: distributed systems
- Peter Bailis, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica:
Bolt-on causal consistency. 761-772 - Jan Schaffner, Tim Januschowski, Megan Kercher, Tim Kraska, Hasso Plattner, Michael J. Franklin, Dean Jacobs:
RTP: robust tenant placement for elastic in-memory database clusters. 773-784 - Jingkuan Song, Yang Yang, Yi Yang, Zi Huang
Inter-media hashing for large-scale retrieval from heterogeneous data sources. 785-796
Research session 23: data mining
- Iris Miliaraki, Klaus Berberich, Rainer Gemulla
Mind the gap: large-scale frequent sequence mining. 797-808 - Meihui Zhang, Hazem Elmeleegy, Cecilia M. Procopiuc, Divesh Srivastava:
Reverse engineering complex join queries. 809-820 - Feida Zhu
A direct mining approach to efficient constrained graph pattern discovery. 821-832
Research session 24: road networks and trajectories
- Han Su, Kai Zheng, Haozhou Wang, Jiamin Huang, Xiaofang Zhou
Calibrating trajectory data for similarity-based analysis. 833-844 - Cheng Long
On optimal worst-case matching. 845-856 - Andy Diwen Zhu, Hui Ma, Xiaokui Xiao
Shortest path and distance queries on road networks: towards bridging theory and practice. 857-868
Research session 25: security
- Gabriel Bender, Lucja Kot, Johannes Gehrke, Christoph Koch:
Fine-grained disclosure control for app ecosystems. 869-880 - Stavros Papadopoulos, Graham Cormode
Lightweight authentication of linear algebraic queries on data streams. 881-892
Research session 26: indexing
- Lefteris Sidirourgos, Martin L. Kersten:
Column imprints: a secondary index structure. 893-904 - Jan Finis, Robert Brunel, Alfons Kemper, Thomas Neumann
DeltaNI: an efficient labeling scheme for versioned hierarchical data. 905-916
Keynote addresses
- Alex Nazaruk, Michael Rauchman:
Big data in capital markets. 917-918 - Paul Yaron:
Managing database technology at enterprise scale. 919-920
Panel
- David J. DeWitt, Ihab F. Ilyas, Jeffrey F. Naughton, Michael Stonebraker:
We are drowning in a sea of least publishable units (LPUs). 921-922
Tutorials
- Philip A. Bernstein, Sudipto Das:
Rethinking eventual consistency. 923-928 - Ashraf Aboulnaga
Workload management for big data analytics. 929-932 - Fabian M. Suchanek, Gerhard Weikum:
Knowledge harvesting in the big-data era. 933-938 - Tyson Condie, Paul Mineiro, Neoklis Polyzotis, Markus Weimer:
Machine learning for big data. 939-942 - Richard Hull, Jianwen Su, Roman Vaculín:
Data management perspectives on business process management: tutorial overview. 943-948 - Lukasz Golab, Theodore Johnson:
Data stream warehousing. 949-952
Demo session 1: data intensive applications
- Alexandros Stougiannis, Mirjana Pavlovic, Farhan Tauheed, Thomas Heinis, Anastasia Ailamaki:
Data-driven neuroscience: enabling breakthroughs via innovative data management. 953-956 - Guoliang Li, Nan Zhang, Ruicheng Zhong, Sitong Liu, Weihuang Huang, Ju Fan, Kian-Lee Tan
TsingNUS: a location-based service system towards live city. 957-960 - René Müller, Tim Kaldewey, Guy M. Lohman, John McPherson:
WOW: what the world of (data) warehousing can learn from the World of Warcraft. 961-964 - Serge Abiteboul, Émilien Antoine, Gerome Miklau, Julia Stoyanovich, Jules Testard:
Rule-based application development using Webdamlog. 965-968 - Alvin Cheung
Speeding up database applications with Pyxis. 969-972 - Alex Cheng, Nilesh Bansal, Nick Koudas:
Peckalytics: analyzing experts and interests on Twitter. 973-976 - Fernando Seabra Chirigati, Dennis E. Shasha, Juliana Freire
Packing experiments for sharing and publication. 977-980 - Manasi Vartak, Samuel Madden:
CHIC: a combination-based recommendation system. 981-984 - Charles Tian, Yan Huang
Noah: a dynamic ridesharing system. 985-988 - Siarhei Bykau, Flavio Rizzolo, Yannis Velegrakis
A query answering system for data with evolution relationships. 989-992
Demo session 2: data analysis and mining; privacy; security
- Ce Zhang, Vidhya Govindaraju, Jackson Borchardt, Tim Foltz, Christopher Ré, Shanan Peters:
GeoDeepDive: statistical inference using familiar data-processing languages. 993-996 - François Goasdoué, Konstantinos Karanasos, Yannis Katsis, Julien Leblay
Fact checking and analyzing the web. 997-1000 - Carlos Ordonez, Javier García-García, Carlos Garcia-Alvarado, Wellington Cabrera, Veerabhadran Baladandayuthapani, Mohammed S. Quraishi:
Data mining algorithms as a service in the cloud exploiting relational database systems. 1001-1004 - Adrien Guille
SONDY: an open source platform for social dynamics mining and analysis. 1005-1008 - Elke Achtert, Hans-Peter Kriegel, Erich Schubert
Interactive data mining with 3D-parallel-coordinate-trees. 1009-1012 - Mike Barnett, Badrish Chandramouli, Robert DeLine, Steven Mark Drucker, Danyel Fisher
Stat!: an interactive analytics environment for big data. 1013-1016 - Abhishek Mukherji, Xika Lin, Christopher R. Botaish, Jason Whitehouse, Elke A. Rundensteiner, Matthew O. Ward, Carolina Ruiz:
PARAS: interactive parameter space exploration for association rule mining. 1017-1020 - Theodoros Lappas
STEM: a spatio-temporal miner for bursty activity. 1021-1024 - Craig P. Sayers, Alkis Simitsis, Georgia Koutrika, Alejandro Guerrero Gonzalez, David Tamez Cantu, Meichun Hsu:
The farm: where pig scripts are bred and raised. 1025-1028 - Luca Bonomi, Li Xiong
LinkIT: privacy preserving record linkage and integration via transformations. 1029-1032 - Arvind Arasu, Spyros Blanas, Ken Eguro, Manas Joglekar, Raghav Kaushik, Donald Kossmann, Ravishankar Ramamurthy, Prasang Upadhyaya, Ramarathnam Venkatesan:
Secure database-as-a-service with Cipherbase. 1033-1036
Demo session 3: database optimization; performance
- Ioannis Konstantinou
DBalancer: distributed load balancing for NoSQL data-stores. 1037-1040 - Ioannis Konstantinou
COCCUS: self-configured cost-based query services in the cloud. 1041-1044 - Georgios Giannikis, Darko Makreshanski, Gustavo Alonso, Donald Kossmann:
Workload optimization using SharedDB. 1045-1048 - Ying Zhang, Martin L. Kersten, Stefan Manegold:
SciQL: array data processing inside an RDBMS. 1049-1052 - Stephan Ewen, Sebastian Schelter, Kostas Tzoumas, Daniel Warneke, Volker Markl:
Iterative parallel data processing with stratosphere: an inside look. 1053-1056 - Alekh Jindal, Jorge-Arnulfo Quiané-Ruiz
CARTILAGE: adding flexibility to the Hadoop skeleton. 1057-1060 - Dimitrios Georgiadis, Maria Kontaki, Anastasios Gounaris, Apostolos N. Papadopoulos, Kostas Tsichlas, Yannis Manolopoulos:
Continuous outlier detection in data streams: an extensible framework and state-of-the-art algorithms. 1061-1064 - Liyue Fan, Li Xiong
FAST: differentially private real-time aggregate monitor with filtering and adaptive sampling. 1065-1068 - Harold Lim, Shivnath Babu:
Execution and optimization of continuous queries with cyclops. 1069-1072 - Louis Woods, Jens Teubner
Less watts, more performance: an intelligent storage engine for data appliances. 1073-1076 - Vivek R. Narasayya, Sudipto Das, Manoj Syamala, Surajit Chaudhuri, Feng Li, Hyunjung Park:
A demonstration of SQLVM: performance isolation in multi-tenant relational database-as-a-service. 1077-1080
Demo session 4: graphs and networks; potpourris
- Olaf Hartig
SQUIN: a traversal based query execution system for the web of linked data. 1081-1084 - Walaa Eldin Moustafa, Hui Miao, Amol Deshpande, Lise Getoor:
GRDB: a system for declarative and interactive analysis of noisy information networks. 1085-1088 - Udayan Khurana, Amol Deshpande:
HiNGE: enabling temporal network analytics at scale. 1089-1092 - Fangbo Tao, Xiao Yu, Kin Hou Lei, George Brova, Xiao Cheng, Jiawei Han, Rucha Kanade, Yizhou Sun, Chi Wang, Lidan Wang, Tim Weninger
Research-insight: providing insight on research by publication network analysis. 1093-1096 - Ho Hoang Hung, Sourav S. Bhowmick
QUBLE: blending visual subgraph query formulation with query processing on large networks. 1097-1100 - Sutanay Choudhury, Lawrence B. Holder, George Chin Jr., Abhik Ray, Sherman Beus, John Feo:
StreamWorks: a system for dynamic graph search. 1101-1104 - Thomas Kissinger, Benjamin Schlegel, Dirk Habich, Wolfgang Lehner:
Query processing on prefix trees live. 1105-1108 - Alkis Simitsis, Kevin Wilkinson, Petar Jovanovic
xPAD: a platform for analytic data flows. 1109-1112 - Peter Bailis, Shivaram Venkataraman, Michael J. Franklin, Joseph M. Hellerstein, Ion Stoica:
PBS at work: advancing data management with consistency metrics. 1113-1116 - Prasang Upadhyaya, Nick R. Anderson
The power of data use management in action. 1117-1120 - Qing Liu, Kerry Taylor, Xiang Zhao, Geoffrey Squire
CTrace: semantic comparison of multi-granularity process traces. 1121-1124
Industry session 1: big data I
- Roshan Sumbaly, Jay Kreps, Sam Shah:
The big data ecosystem at LinkedIn. 1125-1134 - Lin Qiao, Kapil Surlaker, Shirshanka Das, Tom Quiggle, Bob Schulman, Bhaskar Ghosh, Antony Curtis, Oliver Seeliger, Zhen Zhang, Aditya Auradkar, Chris Beaver, Gregory Brandt, Mihir Gandhi, Kishore Gopalakrishna, Wai Ip, Swaroop Jagadish, Shi Lu, Alexander Pachev, Aditya Ramesh, Abraham Sebastian, Rupa Shanbhag, Subbu Subramaniam, Yun Sun, Sajid Topiwala, Cuong Tran, Jemiah Westerman, David Zhang:
On brewing fresh espresso: LinkedIn's distributed data serving platform. 1135-1146 - Gilad Mishne
Fast data in the era of big data: Twitter's real-time related query suggestion architecture. 1147-1158
Industry session 2: enterprise data management
- Per-Åke Larson, Cipri Clinciu, Campbell Fraser, Eric N. Hanson, Mostafa Mokhtar, Michal Nowakiewicz, Vassilis Papadimos, Susan L. Price, Srikumar Rangarajan, Remus Rusanu, Mayukh Saubhasik:
Enhancements to SQL server column stores. 1159-1168 - Guillem Rull, Philip A. Bernstein, Ivo Garcia dos Santos, Yannis Katsis, Sergey Melnik, Ernest Teniente:
Query containment in entity SQL. 1169-1172 - Martin Kaufmann, Amin Amiri Manjili, Panagiotis Vagenas, Peter M. Fischer, Donald Kossmann, Franz Färber, Norman May:
Timeline index: a unified data structure for processing queries on temporal data in SAP HANA. 1173-1184
Industry session 3: big data II and web
- Timothy G. Armstrong, Vamsi Ponnekanti, Dhruba Borthakur, Mark Callaghan:
LinkBench: a database benchmark based on the Facebook social graph. 1185-1196 - Ahmad Ghazal, Tilmann Rabl, Minqing Hu, Francois Raab, Meikel Poess, Alain Crolotte, Hans-Arno Jacobsen:
BigBench: towards an industry standard benchmark for big data analytics. 1197-1208 - Omkar Deshpande, Digvijay S. Lamba, Michel Tourn, Sanjib Das, Sri Subramaniam, Anand Rajaraman, Venky Harinarayan, AnHai Doan:
Building, maintaining, and using knowledge bases: a report from the trenches. 1209-1220
Industry session 4: systems and new hardware trends
- Jaeyoung Do, Yang-Suk Kee, Jignesh M. Patel, Chanik Park, Kwanghyun Park
Query processing on smart SSDs: opportunities and challenges. 1221-1230 - Bogdan Raducanu, Peter A. Boncz, Marcin Zukowski:
Micro adaptivity in Vectorwise. 1231-1242 - Cristian Diaconu, Craig Freedman, Erik Ismert, Per-Åke Larson, Pravin Mittal, Ryan Stonecipher, Nitin Verma, Mike Zwilling:
Hekaton: SQL server's memory-optimized OLTP engine. 1243-1254
Industry session 5: big data III and more
- David J. DeWitt, Alan Halverson, Rimma V. Nehme, Srinath Shankar, Josep Aguilar-Saborit, Artin Avanes, Miro Flasza, Jim Gramling:
Split query processing in polybase. 1255-1266 - Dhruba Borthakur:
Petabyte scale databases and storage systems at Facebook. 1267-1268 - Philip A. Bernstein, Marie Jacob, Jorge Pérez, Guillem Rull, James F. Terwilliger:
Incremental mapping compilation in an object-to-relational mapping system. 1269-1280
Undergraduate research
- Wladston Viana, Mirella M. Moro
FriendRouter: real-time path finder in social networks. 1281-1282 - Robert Christensen, Feifei Li:
Adaptive log compression for massive log data. 1283-1284 - Lukas M. Maas, Thomas Kissinger, Dirk Habich, Wolfgang Lehner:
BUZZARD: a NUMA-aware in-memory indexing system. 1285-1286 - Tian Tan, Richard T. B. Ma
Resa: realtime elastic streaming analytics in the cloud. 1287-1288 - Ruizhe Huang, Lei Zou:
Natural language question answering over RDF data. 1289-1290 - Marvin Lapeine, Katherine G. Herbert
Mobile interaction and query optimization in a protein-ligand data analysis system. 1291-1292
New researcher symposium
- Anish Das Sarma, Xin Luna Dong:
SIGMOD 2013 new researcher symposium. 1293-1294
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