2012 |
SCALLA: A Platform for Scalable One-Pass Analytics Using MapReduce Journal Article ACM Trans. Database Syst., 37 (4), pp. 27, 2012. |
CLARO: modeling and processing uncertain data streams Journal Article VLDB J., 21 (5), pp. 651–676, 2012. |
2011 |
Private Database Synthesis for Outsourced System Evaluation Inproceedings Proceedings of the 5th Alberto Mendelzon International Workshop on Foundations of Data Management, Santiago, Chile, May 9-12, 2011, 2011. |
Privacy-aware data management in information networks Inproceedings Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2011, Athens, Greece, June 12-16, 2011, pp. 1201–1204, 2011. |
Efficient Batch Query Answering Under Differential Privacy Journal Article CoRR, abs/1103.1367 , 2011. |
Reverse Data Management Journal Article PVLDB, 4 (12), pp. 1490–1493, 2011. |
Tracing data errors with view-conditioned causality Inproceedings Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2011, Athens, Greece, June 12-16, 2011, pp. 505–516, 2011. |
Default-all is dangerous! Inproceedings 3rd Workshop on the Theory and Practice of Provenance, TaPP'11, Heraklion, Crete, Greece, June 20-21, 2011, 2011. |
Bringing Provenance to Its Full Potential Using Causal Reasoning Inproceedings 3rd Workshop on the Theory and Practice of Provenance, TaPP'11, Heraklion, Crete, Greece, June 20-21, 2011, 2011. |
Default-all is dangerous! Journal Article CoRR, abs/1105.4395 , 2011. |
Distributed inference and query processing for RFID tracking and monitoring Journal Article PVLDB, 4 (5), pp. 326–337, 2011. |
Optimizing Probabilistic Query Processing on Continuous Uncertain Data Journal Article PVLDB, 4 (11), pp. 1169–1180, 2011. |
Towards Scalable One-Pass Analytics Using MapReduce Inproceedings 25th IEEE International Symposium on Parallel and Distributed Processing, IPDPS 2011, Anchorage, Alaska, USA, 16-20 May 2011 - Workshop Proceedings, pp. 1102–1111, 2011. |
A platform for scalable one-pass analytics using MapReduce Inproceedings Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2011, Athens, Greece, June 12-16, 2011, pp. 985–996, 2011. |
Quality-biased ranking of web documents Inproceedings Proceedings of the Forth International Conference on Web Search and Web Data Mining, WSDM 2011, Hong Kong, China, February 9-12, 2011, pp. 95–104, 2011. |
Distributed Inference and Query Processing for RFID Tracking and Monitoring Journal Article CoRR, abs/1103.4410 , 2011. |
2010 |
Scalable Probabilistic Databases with Factor Graphs and MCMC Journal Article PVLDB, 3 (1), pp. 794–804, 2010. |
Boosting the Accuracy of Differentially Private Histograms Through Consistency Journal Article PVLDB, 3 (1), pp. 1021–1032, 2010. |
Resisting structural re-identification in anonymized social networks Journal Article VLDB J., 19 (6), pp. 797–823, 2010. |
Efficient Recovery from False State in Distributed Routing Algorithms Inproceedings NETWORKING 2010, 9th International IFIP TC 6 Networking Conference, Chennai, India, May 11-15, 2010. Proceedings, pp. 198–212, 2010. |
Optimizing linear counting queries under differential privacy Inproceedings Proceedings of the Twenty-Ninth ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, PODS 2010, June 6-11, 2010, Indianapolis, Indiana, USA, pp. 123–134, 2010. |
Scalable Probabilistic Databases with Factor Graphs and MCMC Journal Article CoRR, abs/1005.1934 , 2010. |
Causality in Databases Journal Article IEEE Data Eng. Bull., 33 (3), pp. 59–67, 2010. |
The Complexity of Causality and Responsibility for Query Answers and non-Answers Journal Article PVLDB, 4 (1), pp. 34–45, 2010. |
Multiresolution Cube Estimators for Sensor Network Aggregate Queries Inproceedings Proceedings of the 4th Alberto Mendelzon International Workshop on Foundations of Data Management, Buenos Aires, Argentina, May 17-20, 2010, 2010. |
WHY SO? or WHY NO? Functional Causality for Explaining Query Answers Inproceedings Proceedings of the Fourth International VLDB workshop on Management of Uncertain Data (MUD 2010) in conjunction with VLDB 2010, Singapore, September 13, 2010., pp. 3–17, 2010. |
Lifted Inference Seen from the Other Side : The Tractable Features Inproceedings Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, Vancouver, British Columbia, pp. 973–981, 2010. |
Multiresolution Cube Estimators for Sensor Network Aggregate Queries Journal Article CoRR, abs/1007.3781 , 2010. |
The Complexity of Causality and Responsibility for Query Answers and non-Answers Journal Article CoRR, abs/1009.2021 , 2010. |
Recognizing Patterns in Streams with Imprecise Timestamps Journal Article PVLDB, 3 (1), pp. 244–255, 2010. |
Conditioning and Aggregating Uncertain Data Streams: Going Beyond Expectations Journal Article PVLDB, 3 (1), pp. 1302–1313, 2010. |
Exploiting the Interplay between Memory and Flash Storage in Embedded Sensor Devices Inproceedings 16th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, RTCSA 2010, Macau, SAR, China, 23-25 August 2010, pp. 227–236, 2010. |
PODS: a new model and processing algorithms for uncertain data streams Inproceedings Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2010, Indianapolis, Indiana, USA, June 6-10, 2010, pp. 159–170, 2010. |
2009 |
A framework for safely publishing communication traces Inproceedings Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009, pp. 1469–1472, 2009. |
Auditing a Database under Retention Restrictions Inproceedings Proceedings of the 25th International Conference on Data Engineering, ICDE 2009, March 29 2009 - April 2 2009, Shanghai, China, pp. 42–53, 2009. |
Accurate Estimation of the Degree Distribution of Private Networks Inproceedings ICDM 2009, The Ninth IEEE International Conference on Data Mining, Miami, Florida, USA, 6-9 December 2009, pp. 169–178, 2009. |
Relationship privacy: output perturbation for queries with joins Inproceedings Proceedings of the Twenty-Eigth ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, PODS 2009, June 19 - July 1, 2009, Providence, Rhode Island, USA, pp. 107–116, 2009. |
Auditing and Forensic Analysis Incollection Encyclopedia of Database Systems, pp. 172–176, 2009. |
Boosting the Accuracy of Differentially-Private Queries Through Consistency Journal Article CoRR, abs/0904.0942 , 2009. |
Optimizing Histogram Queries under Differential Privacy Journal Article CoRR, abs/0912.4742 , 2009. |
Approximating sensor network queries using in-network summaries Inproceedings Proceedings of the 8th International Conference on Information Processing in Sensor Networks, IPSN 2009, April 13-16, 2009, San Francisco, California, USA, pp. 229–240, 2009. |
Why so? or Why no? Functional Causality for Explaining Query Answers Journal Article CoRR, abs/0912.5340 , 2009. |
Lazy-Adaptive Tree: An Optimized Index Structure for Flash Devices Journal Article PVLDB, 2 (1), pp. 361–372, 2009. |
Capturing Data Uncertainty in High-Volume Stream Processing Inproceedings CIDR 2009, Fourth Biennial Conference on Innovative Data Systems Research, Asilomar, CA, USA, January 4-7, 2009, Online Proceedings, 2009. |
Refining Keyword Queries for XML Retrieval by Combining Content and Structure Inproceedings Advances in Information Retrieval, 31th European Conference on IR Research, ECIR 2009, Toulouse, France, April 6-9, 2009. Proceedings, pp. 662–669, 2009. |
Probabilistic Inference over RFID Streams in Mobile Environments Inproceedings Proceedings of the 25th International Conference on Data Engineering, ICDE 2009, March 29 2009 - April 2 2009, Shanghai, China, pp. 1096–1107, 2009. |
Publish/Subscribe over Streams Incollection Encyclopedia of Database Systems, pp. 2211–2216, 2009. |
XML Publish/Subscribe Incollection Encyclopedia of Database Systems, pp. 3608–3613, 2009. |
Capturing Data Uncertainty in High-Volume Stream Processing Journal Article CoRR, abs/0909.1777 , 2009. |
2008 |
Resisting structural re-identification in anonymized social networks Journal Article PVLDB, 1 (1), pp. 102–114, 2008. |