2009 | ||
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51 | Bhargav Kanagal, Amol Deshpande: Efficient Query Evaluation over Temporally Correlated Probabilistic Streams. ICDE 2009: 1315-1318 | |
50 | Jian Li, Amol Deshpande, Samir Khuller: Minimizing Communication Cost in Distributed Multi-query Processing. ICDE 2009: 772-783 | |
49 | Jian Li, Amol Deshpande: Consensus answers for queries over probabilistic databases. PODS 2009: 259-268 | |
48 | Bhargav Kanagal, Amol Deshpande: Indexing correlated probabilistic databases. SIGMOD Conference 2009: 455-468 | |
47 | Amol Deshpande: PrDB: Managing Large-Scale Correlated Probabilistic Databases (Abstract). SUM 2009: 1 | |
46 | Amol Deshpande, Carlos Guestrin, Samuel Madden: Model-based Querying in Sensor Networks. Encyclopedia of Database Systems 2009: 1764-1768 | |
45 | Amol Deshpande: Data Compression in Sensor Networks. Encyclopedia of Database Systems 2009: 564-565 | |
44 | Anne Condon, Amol Deshpande, Lisa Hellerstein, Ning Wu: Algorithms for distributional and adversarial pipelined filter ordering problems. ACM Transactions on Algorithms 5(2): (2009) | |
43 | Jian Li, Barna Saha, Amol Deshpande: A Unified Approach to Ranking in Probabilistic Databases CoRR abs/0904.1366: (2009) | |
42 | Jian Li, Amol Deshpande, Samir Khuller: On Computing Compression Trees for Data Collection in Sensor Networks CoRR abs/0907.5442: (2009) | |
41 | Jian Li, Barna Saha, Amol Deshpande: A Unified Approach to Ranking in Probabilistic Databases. PVLDB 2(1): 502-513 (2009) | |
40 | Prithviraj Sen, Amol Deshpande, Lise Getoor: PrDB: managing and exploiting rich correlations in probabilistic databases. VLDB J. 18(5): 1065-1090 (2009) | |
2008 | ||
39 | Lidan Wang, Amol Deshpande: Predictive Modeling-Based Data Collection in Wireless Sensor Networks. EWSN 2008: 34-51 | |
38 | Bhargav Kanagal, Amol Deshpande: Online Filtering, Smoothing and Probabilistic Modeling of Streaming data. ICDE 2008: 1160-1169 | |
37 | Xiaodan Wang, Randal C. Burns, Andreas Terzis, Amol Deshpande: Network-Aware Join Processing in Global-Scale Database Federations. ICDE 2008: 586-595 | |
36 | Amol Deshpande, Lisa Hellerstein: Flow Algorithms for Parallel Query Optimization. ICDE 2008: 754-763 | |
35 | Amol Deshpande, Samir Khuller, Azarakhsh Malekian, Mohammed Toossi: Energy Efficient Monitoring in Sensor Networks. LATIN 2008: 436-448 | |
34 | Jian Li, Amol Deshpande: Consensus Answers for Queries over Probabilistic Databases CoRR abs/0812.2049: (2008) | |
33 | Prithviraj Sen, Amol Deshpande, Lise Getoor: Exploiting shared correlations in probabilistic databases. PVLDB 1(1): 809-820 (2008) | |
2007 | ||
32 | Amol Deshpande, Qiong Luo: Proceedings of the 4th Workshop on Data Management for Sensor Networks, in conjunction with VLDB, DMSN 2007, Vienna, Austria, September 24, 2007 ACM 2007 | |
31 | Hamid Haidarian Shahri, Galileo Namata, Saket Navlakha, Amol Deshpande, Nick Roussopoulos: A graph-based approach to vehicle tracking in traffic camera video streams. DMSN 2007: 19-24 | |
30 | Prithviraj Sen, Amol Deshpande: Representing and Querying Correlated Tuples in Probabilistic Databases. ICDE 2007: 596-605 | |
29 | Prithviraj Sen, Amol Deshpande, Lise Getoor: Representing Tuple and Attribute Uncertainty in Probabilistic Databases. ICDM Workshops 2007: 507-512 | |
28 | Zachary G. Ives, Amol Deshpande, Vijayshankar Raman: Adaptive query processing: Why, How, When, and What Next? VLDB 2007: 1426-1427 | |
27 | Amol Deshpande, Sunita Sarawagi: Probabilistic Graphical Models and their Role in Databases. VLDB 2007: 1435-1436 | |
26 | Amol Deshpande, Zachary G. Ives, Vijayshankar Raman: Adaptive Query Processing. Foundations and Trends in Databases 1(1): 1-140 (2007) | |
25 | Magdalena Balazinska, Amol Deshpande, Michael J. Franklin, Phillip B. Gibbons, Jim Gray, Mark H. Hansen, Michael Liebhold, Suman Nath, Alexander S. Szalay, Vincent Tao: Data Management in the Worldwide Sensor Web. IEEE Pervasive Computing 6(2): 30-40 (2007) | |
24 | Magdalena Balazinska, Amol Deshpande, Alexandros Labrinidis, Qiong Luo, Samuel Madden, Jun Yang: Report on the Fourth International Workshop on Data Management for Sensor Networks (DMSN 2007). SIGMOD Record 36(4): 53-55 (2007) | |
2006 | ||
23 | David Chu, Amol Deshpande, Joseph M. Hellerstein, Wei Hong: Approximate Data Collection in Sensor Networks using Probabilistic Models. ICDE 2006: 48 | |
22 | Anne Condon, Amol Deshpande, Lisa Hellerstein, Ning Wu: Flow algorithms for two pipelined filter ordering problems. PODS 2006: 193-202 | |
21 | Amol Deshpande, Samuel Madden: MauveDB: supporting model-based user views in database systems. SIGMOD Conference 2006: 73-84 | |
20 | Amol Deshpande, Joseph M. Hellerstein, Vijayshankar Raman: Adaptive query processing: why, how, when, what next. SIGMOD Conference 2006: 806-807 | |
2005 | ||
19 | Amol Deshpande, Carlos Guestrin, Samuel Madden: Using Probabilistic Models for Data Management in Acquisitional Environments. CIDR 2005: 317-328 | |
18 | Amol Deshpande, Carlos Guestrin, Wei Hong, Samuel Madden: Exploiting Correlated Attributes in Acquisitional Query Processing. ICDE 2005: 143-154 | |
17 | Amol Deshpande, Carlos Guestrin, Samuel Madden: Resource-Aware Wireless Sensor-Actuator Networks. IEEE Data Eng. Bull. 28(1): 40-47 (2005) | |
16 | Amol Deshpande, Carlos Guestrin, Samuel Madden, Joseph M. Hellerstein, Wei Hong: Model-based approximate querying in sensor networks. VLDB J. 14(4): 417-443 (2005) | |
2004 | ||
15 | Amol Deshpande, Carlos Guestrin, Samuel Madden, Joseph M. Hellerstein, Wei Hong: Model-Driven Data Acquisition in Sensor Networks. VLDB 2004: 588-599 | |
14 | Amol Deshpande, Joseph M. Hellerstein: Lifting the Burden of History from Adaptive Query Processing. VLDB 2004: 948-959 | |
13 | Amol Deshpande: An initial study of overheads of eddies. SIGMOD Record 33(1): 44-49 (2004) | |
2003 | ||
12 | 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: TelegraphCQ: Continuous Dataflow Processing for an Uncertain World. CIDR 2003 | |
11 | Vijayshankar Raman, Amol Deshpande, Joseph M. Hellerstein: Using State Modules for Adaptive Query Processing. ICDE 2003: 353- | |
10 | Amol Deshpande, Suman Kumar Nath, Phillip B. Gibbons, Srinivasan Seshan: Cache-and-Query for Wide Area Sensor Databases. SIGMOD Conference 2003: 503-514 | |
9 | Amol Deshpande, Suman Kumar Nath, Phillip B. Gibbons, Srinivasan Seshan: IrisNet: Internet-scale Resource-Intensive Sensor Services. SIGMOD Conference 2003: 667 | |
8 | Sirish Chandrasekaran, Owen Cooper, Amol Deshpande, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong, Sailesh Krishnamurthy, Samuel Madden, Frederick Reiss, Mehul A. Shah: TelegraphCQ: Continuous Dataflow Processing. SIGMOD Conference 2003: 668 | |
7 | Suman Nath, Amol Deshpande, Yan Ke, Phillip B. Gibbons, Brad Karp, Srinivasan Seshan: IrisNet: An Architecture for Internet-scale Sensing Services. VLDB 2003: 1137-1140 | |
6 | Sailesh Krishnamurthy, Sirish Chandrasekaran, Owen Cooper, Amol Deshpande, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong, Samuel Madden, Frederick Reiss, Mehul A. Shah: TelegraphCQ: An Architectural Status Report. IEEE Data Eng. Bull. 26(1): 11-18 (2003) | |
5 | Suman Nath, Amol Deshpande, Phillip B. Gibbons, Srinivasan Seshan: MobiCom poster: mining a world of smart sensors. Mobile Computing and Communications Review 7(1): 34-36 (2003) | |
2002 | ||
4 | Amol Deshpande, Joseph M. Hellerstein: Decoupled Query Optimization for Federated Database Systems. ICDE 2002: 716-732 | |
2001 | ||
3 | Amol Deshpande, Minos N. Garofalakis, Rajeev Rastogi: Independence is Good: Dependency-Based Histogram Synopses for High-Dimensional Data. SIGMOD Conference 2001: 199-210 | |
2 | Amol Deshpande, Minos N. Garofalakis, Michael I. Jordan: Efficient Stepwise Selection in Decomposable Models. UAI 2001: 128-135 | |
2000 | ||
1 | Joseph M. Hellerstein, Michael J. Franklin, Sirish Chandrasekaran, Amol Deshpande, Kris Hildrum, Samuel Madden, Vijayshankar Raman, Mehul A. Shah: Adaptive Query Processing: Technology in Evolution. IEEE Data Eng. Bull. 23(2): 7-18 (2000) |