| 2011 |
| 63 | Energy Efficient Monitoring in Sensor Networks. Amol Deshpande, Samir Khuller, Azarakhsh Malekian, Mohammed Toossi. Algorithmica (59): 94-114 (2011). Cited by 3Web SearchBibTeXDownload |
| 62 | Maximizing Expected Utility for Stochastic Combinatorial Optimization Problems. Jian Li, Amol Deshpande. FOCS 2011, 797-806. Web SearchBibTeXDownload |
| 61 | Declarative analysis of noisy information networks. Walaa Eldin Moustafa, Galileo Namata, Amol Deshpande, Lise Getoor. ICDE Workshops 2011, 106-111. Web SearchBibTeXDownload |
| 60 | Lightweight Graphical Models for Selectivity Estimation Without Independence Assumptions. Kostas Tzoumas, Amol Deshpande, Christian S. Jensen. PVLDB (4): 852-863 (2011). Web SearchBibTeXDownload |
| 59 | Sensitivity analysis and explanations for robust query evaluation in probabilistic databases. Bhargav Kanagal, Jian Li, Amol Deshpande. SIGMOD Conference 2011, 841-852. Web SearchBibTeXDownload |
| 58 | A unified approach to ranking in probabilistic databases. Jian Li, Barna Saha, Amol Deshpande. VLDB J. (20): 249-275 (2011). Web SearchBibTeXDownload |
| 2010 |
| 57 | Utility Maximization under Uncertainty. Jian Li, Amol Deshpande. CoRR (abs/1012.3189) (2010). Web SearchBibTeXDownload |
| 56 | Increasing representational power and scaling reasoning in probabilistic databases. Amol Deshpande. ICDT 2010, 1. Web SearchBibTeXDownload |
| 55 | On Computing Compression Trees for Data Collection in Wireless Sensor Networks. Jian Li, Amol Deshpande, Samir Khuller. INFOCOM 2010, 2115-2123. Web SearchBibTeXDownload |
| 54 | Ranking Continuous Probabilistic Datasets. Jian Li, Amol Deshpande. PVLDB (3): 638-649 (2010). Web SearchBibTeXDownload |
| 53 | Read-Once Functions and Query Evaluation in Probabilistic Databases. Prithviraj Sen, Amol Deshpande, Lise Getoor. PVLDB (3): 1068-1079 (2010). Web SearchBibTeXDownload |
| 52 | Sharing-Aware Horizontal Partitioning for Exploiting Correlations During Query Processing. Kostas Tzoumas, Amol Deshpande, Christian S. Jensen. PVLDB (3): 542-553 (2010). Web SearchBibTeXDownload |
| 51 | Lineage processing over correlated probabilistic databases. Bhargav Kanagal, Amol Deshpande. SIGMOD Conference 2010, 675-686. Web SearchBibTeXDownload |
| 2009 |
| 50 | Algorithms for distributional and adversarial pipelined filter ordering problems. Anne Condon, Amol Deshpande, Lisa Hellerstein, Ning Wu. ACM Transactions on Algorithms (5) (2009). Cited by 2Web SearchBibTeXDownload |
| 49 | On Computing Compression Trees for Data Collection in Sensor Networks. Jian Li, Amol Deshpande, Samir Khuller. CoRR (abs/0907.5442) (2009). Web SearchBibTeXDownload |
| 48 | Data Compression in Sensor Networks. Amol Deshpande. Encyclopedia of Database Systems 2009, 564-565. Web SearchBibTeXDownload |
| 47 | Model-based Querying in Sensor Networks. Amol Deshpande, Carlos Guestrin, Samuel Madden. Encyclopedia of Database Systems 2009, 1764-1768. Web SearchBibTeXDownload |
| 46 | Minimizing Communication Cost in Distributed Multi-query Processing. Jian Li, Amol Deshpande, Samir Khuller. ICDE 2009, 772-783. Web SearchBibTeXDownload |
| 45 | Efficient Query Evaluation over Temporally Correlated Probabilistic Streams. Bhargav Kanagal, Amol Deshpande. ICDE 2009, 1315-1318. Cited by 5Web SearchBibTeXDownload |
| 44 | Consensus answers for queries over probabilistic databases. Jian Li, Amol Deshpande. PODS 2009, 259-268. Cited by 4Web SearchBibTeXDownload |
| 43 | A Unified Approach to Ranking in Probabilistic Databases. Jian Li, Barna Saha, Amol Deshpande. PVLDB (2): 502-513 (2009). Cited by 2Web SearchBibTeXDownload |
| 42 | Indexing correlated probabilistic databases. Bhargav Kanagal, Amol Deshpande. SIGMOD Conference 2009, 455-468. Cited by 3Web SearchBibTeXDownload |
| 41 | PrDB: Managing Large-Scale Correlated Probabilistic Databases (Abstract). Amol Deshpande. SUM 2009, 1. Web SearchBibTeXDownload |
| 40 | Bisimulation-based Approximate Lifted Inference. Prithviraj Sen, Amol Deshpande, Lise Getoor. UAI 2009, 496-505. Web SearchBibTeXDownload |
| 39 | PrDB: managing and exploiting rich correlations in probabilistic databases. Prithviraj Sen, Amol Deshpande, Lise Getoor. VLDB J. (18): 1065-1090 (2009). Cited by 2Web SearchBibTeXDownload |
| 2008 |
| 38 | Consensus Answers for Queries over Probabilistic Databases. Jian Li, Amol Deshpande. CoRR (abs/0812.2049) (2008). Web SearchBibTeXDownload |
| 37 | Predictive Modeling-Based Data Collection in Wireless Sensor Networks. Lidan Wang, Amol Deshpande. EWSN 2008, 34-51. Cited by 2Web SearchBibTeXDownload |
| 36 | Network-Aware Join Processing in Global-Scale Database Federations. Xiaodan Wang, Randal C. Burns, Andreas Terzis, Amol Deshpande. ICDE 2008, 586-595. Cited by 6Web SearchBibTeXDownload |
| 35 | Flow Algorithms for Parallel Query Optimization. Amol Deshpande, Lisa Hellerstein. ICDE 2008, 754-763. Cited by 4Web SearchBibTeXDownload |
| 34 | Online Filtering, Smoothing and Probabilistic Modeling of Streaming data. Bhargav Kanagal, Amol Deshpande. ICDE 2008, 1160-1169. Cited by 27Web SearchBibTeXDownload |
| 33 | Energy Efficient Monitoring in Sensor Networks. Amol Deshpande, Samir Khuller, Azarakhsh Malekian, Mohammed Toossi. LATIN 2008, 436-448. Cited by 3Web SearchBibTeXDownload |
| 32 | Exploiting shared correlations in probabilistic databases. Prithviraj Sen, Amol Deshpande, Lise Getoor. PVLDB (1): 809-820 (2008). Cited by 19Web SearchBibTeXDownload |
| 2007 |
| 31 | A graph-based approach to vehicle tracking in traffic camera video streams. Hamid Haidarian Shahri, Galileo Namata, Saket Navlakha, Amol Deshpande, Nick Roussopoulos. DMSN 2007, 19-24. Cited by 1Web SearchBibTeXDownload |
| 30 | Adaptive Query Processing. Amol Deshpande, Zachary G. Ives, Vijayshankar Raman. Foundations and Trends in Databases (1): 1-140 (2007). Cited by 59Web SearchBibTeXDownload |
| 29 | Representing and Querying Correlated Tuples in Probabilistic Databases. Prithviraj Sen, Amol Deshpande. ICDE 2007, 596-605. Cited by 99Web SearchBibTeXDownload |
| 28 | Representing Tuple and Attribute Uncertainty in Probabilistic Databases. Prithviraj Sen, Amol Deshpande, Lise Getoor. ICDM Workshops 2007, 507-512. Cited by 7Web SearchBibTeXDownload |
| 27 | Data Management in the Worldwide Sensor Web. Magdalena Balazinska, Amol Deshpande, Michael J. Franklin, Phillip B. Gibbons, Jim Gray, Mark H. Hansen, Michael Liebhold, Suman Nath, Alexander S. Szalay, Vincent Tao. IEEE Pervasive Computing (6): 30-40 (2007). Cited by 43Web SearchBibTeXDownload |
| 26 | Report on the Fourth International Workshop on Data Management for Sensor Networks (DMSN 2007). Magdalena Balazinska, Amol Deshpande, Alexandros Labrinidis, Qiong Luo, Samuel Madden, Jun Yang. SIGMOD Record (36): 53-55 (2007). Web SearchBibTeXDownload |
| 25 | Probabilistic Graphical Models and their Role in Databases. Amol Deshpande, Sunita Sarawagi. VLDB 2007, 1435-1436. Cited by 3Web SearchBibTeXDownload |
| 24 | Adaptive query processing: Why, How, When, and What Next?. Zachary G. Ives, Amol Deshpande, Vijayshankar Raman. VLDB 2007, 1426-1427. Cited by 5Web SearchBibTeXDownload |
| 2006 |
| 23 | Approximate Data Collection in Sensor Networks using Probabilistic Models. David Chu, Amol Deshpande, Joseph M. Hellerstein, Wei Hong. ICDE 2006, 48. Cited by 162Web SearchBibTeXDownload |
| 22 | Flow algorithms for two pipelined filter ordering problems. Anne Condon, Amol Deshpande, Lisa Hellerstein, Ning Wu. PODS 2006, 193-202. Cited by 9Web SearchBibTeXDownload |
| 21 | Adaptive query processing: why, how, when, what next. Amol Deshpande, Joseph M. Hellerstein, Vijayshankar Raman. SIGMOD Conference 2006, 806-807. Web SearchBibTeXDownload |
| 20 | MauveDB: supporting model-based user views in database systems. Amol Deshpande, Samuel Madden. SIGMOD Conference 2006, 73-84. Cited by 60Web SearchBibTeXDownload |
| 2005 |
| 19 | Using Probabilistic Models for Data Management in Acquisitional Environments. Amol Deshpande, Carlos Guestrin, Samuel Madden. CIDR 2005, 317-328. Cited by 68Web SearchBibTeXDownload |
| 18 | Exploiting Correlated Attributes in Acquisitional Query Processing. Amol Deshpande, Carlos Guestrin, Wei Hong, Samuel Madden. ICDE 2005, 143-154. Cited by 83Web SearchBibTeXDownload |
| 17 | Resource-Aware Wireless Sensor-Actuator Networks. Amol Deshpande, Carlos Guestrin, Samuel Madden. IEEE Data Eng. Bull. (28): 40-47 (2005). Cited by 25Web SearchBibTeX |
| 16 | Model-based approximate querying in sensor networks. Amol Deshpande, Carlos Guestrin, Samuel Madden, Joseph M. Hellerstein, Wei Hong. VLDB J. (14): 417-443 (2005). Cited by 57Web SearchBibTeXDownload |
| 2004 |
| 15 | An initial study of overheads of eddies. Amol Deshpande. SIGMOD Record (33): 44-49 (2004). Cited by 30Web SearchBibTeXDownload |
| 14 | Lifting the Burden of History from Adaptive Query Processing. Amol Deshpande, Joseph M. Hellerstein. VLDB 2004, 948-959. Cited by 60Web SearchBibTeXDownload |
| 13 | Model-Driven Data Acquisition in Sensor Networks. Amol Deshpande, Carlos Guestrin, Samuel Madden, Joseph M. Hellerstein, Wei Hong. VLDB 2004, 588-599. Cited by 536Web SearchBibTeXDownload |
| 2003 |
| 12 | TelegraphCQ: Continuous Dataflow Processing for an Uncertain World. Sirish Chandrasekaran, Owen Cooper, Amol Deshpande, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong, Sailesh Krishnamurthy, Samuel Madden, Vijayshankar Raman, Frederick Reiss, Mehul A. Shah. CIDR 2003. Cited by 15Web SearchBibTeXDownload |
| 11 | Using State Modules for Adaptive Query Processing. Vijayshankar Raman, Amol Deshpande, Joseph M. Hellerstein. ICDE 2003, 353-364. Cited by 93Web SearchBibTeXDownload |
| 10 | TelegraphCQ: An Architectural Status Report. Sailesh Krishnamurthy, Sirish Chandrasekaran, Owen Cooper, Amol Deshpande, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong, Samuel Madden, Frederick Reiss, Mehul A. Shah. IEEE Data Eng. Bull. (26): 11-18 (2003). Cited by 76Web SearchBibTeXDownload |
| 9 | MobiCom poster: mining a world of smart sensors. Suman Nath, Amol Deshpande, Phillip B. Gibbons, Srinivasan Seshan. Mobile Computing and Communications Review (7): 34-36 (2003). Cited by 3Web SearchBibTeXDownload |
| 8 | IrisNet: Internet-scale Resource-Intensive Sensor Services. Amol Deshpande, Suman Kumar Nath, Phillip B. Gibbons, Srinivasan Seshan. SIGMOD Conference 2003, 667. Cited by 5Web SearchBibTeXDownload |
| 7 | TelegraphCQ: Continuous Dataflow Processing. Sirish Chandrasekaran, Owen Cooper, Amol Deshpande, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong, Sailesh Krishnamurthy, Samuel Madden, Frederick Reiss, Mehul A. Shah. SIGMOD Conference 2003, 668. Cited by 797Web SearchBibTeXDownload |
| 6 | Cache-and-Query for Wide Area Sensor Databases. Amol Deshpande, Suman Kumar Nath, Phillip B. Gibbons, Srinivasan Seshan. SIGMOD Conference 2003, 503-514. Cited by 110Web SearchBibTeXDownload |
| 5 | IrisNet: An Architecture for Internet-scale Sensing Services. Suman Nath, Amol Deshpande, Yan Ke, Phillip B. Gibbons, Brad Karp, Srinivasan Seshan. VLDB 2003, 1137-1140. Cited by 13Web SearchBibTeXDownload |
| 2002 |
| 4 | Decoupled Query Optimization for Federated Database Systems. Amol Deshpande, Joseph M. Hellerstein. ICDE 2002, 716-727. Cited by 22Web SearchBibTeXDownload |
| 2001 |
| 3 | Independence is Good: Dependency-Based Histogram Synopses for High-Dimensional Data. Amol Deshpande, Minos N. Garofalakis, Rajeev Rastogi. SIGMOD Conference 2001, 199-210. Cited by 102Web SearchBibTeXDownload |
| 2 | Efficient Stepwise Selection in Decomposable Models. Amol Deshpande, Minos N. Garofalakis, Michael I. Jordan. UAI 2001, 128-135. Cited by 42Web SearchBibTeXDownload |
| 2000 |
| 1 | Adaptive Query Processing: Technology in Evolution. Joseph M. Hellerstein, Michael J. Franklin, Sirish Chandrasekaran, Amol Deshpande, Kris Hildrum, Samuel Madden, Vijayshankar Raman, Mehul A. Shah. IEEE Data Eng. Bull. (23): 7-18 (2000). Cited by 201Web SearchBibTeXDownload |