Amol Deshpande

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2011
63Energy Efficient Monitoring in Sensor Networks. Amol Deshpande, Samir Khuller, Azarakhsh Malekian, Mohammed Toossi. Algorithmica (59): 94-114 (2011). Cited by 3Web SearchBibTeXDownload
62Maximizing Expected Utility for Stochastic Combinatorial Optimization Problems. Jian Li, Amol Deshpande. FOCS 2011, 797-806. Web SearchBibTeXDownload
61Declarative analysis of noisy information networks. Walaa Eldin Moustafa, Galileo Namata, Amol Deshpande, Lise Getoor. ICDE Workshops 2011, 106-111. Web SearchBibTeXDownload
60Lightweight Graphical Models for Selectivity Estimation Without Independence Assumptions. Kostas Tzoumas, Amol Deshpande, Christian S. Jensen. PVLDB (4): 852-863 (2011). Web SearchBibTeXDownload
59Sensitivity analysis and explanations for robust query evaluation in probabilistic databases. Bhargav Kanagal, Jian Li, Amol Deshpande. SIGMOD Conference 2011, 841-852. Web SearchBibTeXDownload
58A unified approach to ranking in probabilistic databases. Jian Li, Barna Saha, Amol Deshpande. VLDB J. (20): 249-275 (2011). Web SearchBibTeXDownload
2010
57Utility Maximization under Uncertainty. Jian Li, Amol Deshpande. CoRR (abs/1012.3189) (2010). Web SearchBibTeXDownload
56Increasing representational power and scaling reasoning in probabilistic databases. Amol Deshpande. ICDT 2010, 1. Web SearchBibTeXDownload
55On Computing Compression Trees for Data Collection in Wireless Sensor Networks. Jian Li, Amol Deshpande, Samir Khuller. INFOCOM 2010, 2115-2123. Web SearchBibTeXDownload
54Ranking Continuous Probabilistic Datasets. Jian Li, Amol Deshpande. PVLDB (3): 638-649 (2010). Web SearchBibTeXDownload
53Read-Once Functions and Query Evaluation in Probabilistic Databases. Prithviraj Sen, Amol Deshpande, Lise Getoor. PVLDB (3): 1068-1079 (2010). Web SearchBibTeXDownload
52Sharing-Aware Horizontal Partitioning for Exploiting Correlations During Query Processing. Kostas Tzoumas, Amol Deshpande, Christian S. Jensen. PVLDB (3): 542-553 (2010). Web SearchBibTeXDownload
51Lineage processing over correlated probabilistic databases. Bhargav Kanagal, Amol Deshpande. SIGMOD Conference 2010, 675-686. Web SearchBibTeXDownload
2009
50Algorithms 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
49On Computing Compression Trees for Data Collection in Sensor Networks. Jian Li, Amol Deshpande, Samir Khuller. CoRR (abs/0907.5442) (2009). Web SearchBibTeXDownload
48Data Compression in Sensor Networks. Amol Deshpande. Encyclopedia of Database Systems 2009, 564-565. Web SearchBibTeXDownload
47Model-based Querying in Sensor Networks. Amol Deshpande, Carlos Guestrin, Samuel Madden. Encyclopedia of Database Systems 2009, 1764-1768. Web SearchBibTeXDownload
46Minimizing Communication Cost in Distributed Multi-query Processing. Jian Li, Amol Deshpande, Samir Khuller. ICDE 2009, 772-783. Web SearchBibTeXDownload
45Efficient Query Evaluation over Temporally Correlated Probabilistic Streams. Bhargav Kanagal, Amol Deshpande. ICDE 2009, 1315-1318. Cited by 5Web SearchBibTeXDownload
44Consensus answers for queries over probabilistic databases. Jian Li, Amol Deshpande. PODS 2009, 259-268. Cited by 4Web SearchBibTeXDownload
43A Unified Approach to Ranking in Probabilistic Databases. Jian Li, Barna Saha, Amol Deshpande. PVLDB (2): 502-513 (2009). Cited by 2Web SearchBibTeXDownload
42Indexing correlated probabilistic databases. Bhargav Kanagal, Amol Deshpande. SIGMOD Conference 2009, 455-468. Cited by 3Web SearchBibTeXDownload
41PrDB: Managing Large-Scale Correlated Probabilistic Databases (Abstract). Amol Deshpande. SUM 2009, 1. Web SearchBibTeXDownload
40Bisimulation-based Approximate Lifted Inference. Prithviraj Sen, Amol Deshpande, Lise Getoor. UAI 2009, 496-505. Web SearchBibTeXDownload
39PrDB: 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
38Consensus Answers for Queries over Probabilistic Databases. Jian Li, Amol Deshpande. CoRR (abs/0812.2049) (2008). Web SearchBibTeXDownload
37Predictive Modeling-Based Data Collection in Wireless Sensor Networks. Lidan Wang, Amol Deshpande. EWSN 2008, 34-51. Cited by 2Web SearchBibTeXDownload
36Network-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
35Flow Algorithms for Parallel Query Optimization. Amol Deshpande, Lisa Hellerstein. ICDE 2008, 754-763. Cited by 4Web SearchBibTeXDownload
34Online Filtering, Smoothing and Probabilistic Modeling of Streaming data. Bhargav Kanagal, Amol Deshpande. ICDE 2008, 1160-1169. Cited by 27Web SearchBibTeXDownload
33Energy Efficient Monitoring in Sensor Networks. Amol Deshpande, Samir Khuller, Azarakhsh Malekian, Mohammed Toossi. LATIN 2008, 436-448. Cited by 3Web SearchBibTeXDownload
32Exploiting shared correlations in probabilistic databases. Prithviraj Sen, Amol Deshpande, Lise Getoor. PVLDB (1): 809-820 (2008). Cited by 19Web SearchBibTeXDownload
2007
31A 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
30Adaptive Query Processing. Amol Deshpande, Zachary G. Ives, Vijayshankar Raman. Foundations and Trends in Databases (1): 1-140 (2007). Cited by 59Web SearchBibTeXDownload
29Representing and Querying Correlated Tuples in Probabilistic Databases. Prithviraj Sen, Amol Deshpande. ICDE 2007, 596-605. Cited by 99Web SearchBibTeXDownload
28Representing Tuple and Attribute Uncertainty in Probabilistic Databases. Prithviraj Sen, Amol Deshpande, Lise Getoor. ICDM Workshops 2007, 507-512. Cited by 7Web SearchBibTeXDownload
27Data 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
26Report 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
25Probabilistic Graphical Models and their Role in Databases. Amol Deshpande, Sunita Sarawagi. VLDB 2007, 1435-1436. Cited by 3Web SearchBibTeXDownload
24Adaptive query processing: Why, How, When, and What Next?. Zachary G. Ives, Amol Deshpande, Vijayshankar Raman. VLDB 2007, 1426-1427. Cited by 5Web SearchBibTeXDownload
2006
23Approximate Data Collection in Sensor Networks using Probabilistic Models. David Chu, Amol Deshpande, Joseph M. Hellerstein, Wei Hong. ICDE 2006, 48. Cited by 162Web SearchBibTeXDownload
22Flow algorithms for two pipelined filter ordering problems. Anne Condon, Amol Deshpande, Lisa Hellerstein, Ning Wu. PODS 2006, 193-202. Cited by 9Web SearchBibTeXDownload
21Adaptive query processing: why, how, when, what next. Amol Deshpande, Joseph M. Hellerstein, Vijayshankar Raman. SIGMOD Conference 2006, 806-807. Web SearchBibTeXDownload
20MauveDB: supporting model-based user views in database systems. Amol Deshpande, Samuel Madden. SIGMOD Conference 2006, 73-84. Cited by 60Web SearchBibTeXDownload
2005
19Using Probabilistic Models for Data Management in Acquisitional Environments. Amol Deshpande, Carlos Guestrin, Samuel Madden. CIDR 2005, 317-328. Cited by 68Web SearchBibTeXDownload
18Exploiting Correlated Attributes in Acquisitional Query Processing. Amol Deshpande, Carlos Guestrin, Wei Hong, Samuel Madden. ICDE 2005, 143-154. Cited by 83Web SearchBibTeXDownload
17Resource-Aware Wireless Sensor-Actuator Networks. Amol Deshpande, Carlos Guestrin, Samuel Madden. IEEE Data Eng. Bull. (28): 40-47 (2005). Cited by 25Web SearchBibTeX
16Model-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
15An initial study of overheads of eddies. Amol Deshpande. SIGMOD Record (33): 44-49 (2004). Cited by 30Web SearchBibTeXDownload
14Lifting the Burden of History from Adaptive Query Processing. Amol Deshpande, Joseph M. Hellerstein. VLDB 2004, 948-959. Cited by 60Web SearchBibTeXDownload
13Model-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
12TelegraphCQ: 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
11Using State Modules for Adaptive Query Processing. Vijayshankar Raman, Amol Deshpande, Joseph M. Hellerstein. ICDE 2003, 353-364. Cited by 93Web SearchBibTeXDownload
10TelegraphCQ: 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
9MobiCom 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
8IrisNet: Internet-scale Resource-Intensive Sensor Services. Amol Deshpande, Suman Kumar Nath, Phillip B. Gibbons, Srinivasan Seshan. SIGMOD Conference 2003, 667. Cited by 5Web SearchBibTeXDownload
7TelegraphCQ: 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
6Cache-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
5IrisNet: 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
4Decoupled Query Optimization for Federated Database Systems. Amol Deshpande, Joseph M. Hellerstein. ICDE 2002, 716-727. Cited by 22Web SearchBibTeXDownload
2001
3Independence 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
2Efficient Stepwise Selection in Decomposable Models. Amol Deshpande, Minos N. Garofalakis, Michael I. Jordan. UAI 2001, 128-135. Cited by 42Web SearchBibTeXDownload
2000
1Adaptive 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
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References
1. ^ The 2010 ACM SIGMOD/PODS Conference: Indianapolis, Indiana, USA - Organization: SIGMOD Program Committee - Retrieved 2011-03-19 - details
2. ^ The ACM SIGMOD/PODS Conference: Providence, Rhode Island, USA, 2009 - Organization: SIGMOD Program Committee - Retrieved 2009-11-21 - details
3. ^ The ACM SIGMOD/PODS Conference: Vancouver, 2008 - SIGMOD: Call for Demos - Retrieved 2009-11-21 - details
4. ^ ACM SIGMOD/PODS 2007 Conference - Retrieved 2010-12-11 - details
5. ^ Faculty Candidate Colloquium - Retrieved 2009-11-20 - details
6. ^ Stanford InfoSeminar - Retrieved 2012-01-12 - details
7. ^ Untitled Document - Retrieved 2011-06-30 - details
8. ^ Untitled Document - Retrieved 2011-06-30 - details
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