Amol Deshpande

	2012
69		Jayanta Mondal, Amol Deshpande: Managing large dynamic graphs efficiently. SIGMOD Conference 2012: 145-156
68		Theodoros Rekatsinas, Amol Deshpande, Lise Getoor: Local structure and determinism in probabilistic databases. SIGMOD Conference 2012: 373-384
67		Taowei David Wang, Amol Deshpande, Ben Shneiderman: A Temporal Pattern Search Algorithm for Personal History Event Visualization. IEEE Trans. Knowl. Data Eng. 24(5): 799-812 (2012)
	2011
66		Jian Li, Amol Deshpande: Maximizing Expected Utility for Stochastic Combinatorial Optimization Problems. FOCS 2011: 797-806
65		Walaa Eldin Moustafa, Galileo Namata, Amol Deshpande, Lise Getoor: Declarative analysis of noisy information networks. ICDE Workshops 2011: 106-111
64		Bhargav Kanagal, Jian Li, Amol Deshpande: Sensitivity analysis and explanations for robust query evaluation in probabilistic databases. SIGMOD Conference 2011: 841-852
63		Amol Deshpande, Samir Khuller, Azarakhsh Malekian, Mohammed Toossi: Energy Efficient Monitoring in Sensor Networks. Algorithmica 59(1): 94-114 (2011)
62		Kostas Tzoumas, Amol Deshpande, Christian S. Jensen: Lightweight Graphical Models for Selectivity Estimation Without Independence Assumptions. PVLDB 4(11): 852-863 (2011)
61		Jian Li, Barna Saha, Amol Deshpande: A unified approach to ranking in probabilistic databases. VLDB J. 20(2): 249-275 (2011)
	2010
60		Amol Deshpande, Anthony Hunter: Scalable Uncertainty Management - 4th International Conference, SUM 2010, Toulouse, France, September 27-29, 2010. Proceedings Springer 2010
59		Amol Deshpande: Increasing representational power and scaling reasoning in probabilistic databases. ICDT 2010: 1
58		Jian Li, Amol Deshpande, Samir Khuller: On Computing Compression Trees for Data Collection in Wireless Sensor Networks. INFOCOM 2010: 2115-2123
57		Bhargav Kanagal, Amol Deshpande: Lineage processing over correlated probabilistic databases. SIGMOD Conference 2010: 675-686
56		Jian Li, Amol Deshpande: Utility Maximization under Uncertainty CoRR abs/1012.3189: (2010)
55		Prithviraj Sen, Amol Deshpande, Lise Getoor: Read-Once Functions and Query Evaluation in Probabilistic Databases. PVLDB 3(1): 1068-1079 (2010)
54		Kostas Tzoumas, Amol Deshpande, Christian S. Jensen: Sharing-Aware Horizontal Partitioning for Exploiting Correlations During Query Processing. PVLDB 3(1): 542-553 (2010)
53		Jian Li, Amol Deshpande: Ranking Continuous Probabilistic Datasets. PVLDB 3(1): 638-649 (2010)
	2009
52		Bhargav Kanagal, Amol Deshpande: Efficient Query Evaluation over Temporally Correlated Probabilistic Streams. ICDE 2009: 1315-1318
51		Jian Li, Amol Deshpande, Samir Khuller: Minimizing Communication Cost in Distributed Multi-query Processing. ICDE 2009: 772-783
50		Jian Li, Amol Deshpande: Consensus answers for queries over probabilistic databases. PODS 2009: 259-268
49		Bhargav Kanagal, Amol Deshpande: Indexing correlated probabilistic databases. SIGMOD Conference 2009: 455-468
48		Amol Deshpande: PrDB: Managing Large-Scale Correlated Probabilistic Databases (Abstract). SUM 2009: 1
47		Prithviraj Sen, Amol Deshpande, Lise Getoor: Bisimulation-based Approximate Lifted Inference. UAI 2009: 496-505
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: 353-364
10		Amol Deshpande, Suman Nath, Phillip B. Gibbons, Srinivasan Seshan: Cache-and-Query for Wide Area Sensor Databases. SIGMOD Conference 2003: 503-514
9		Amol Deshpande, Suman 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: 716-727
	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)

Coauthor Index

1	Magdalena Balazinska	[24] [25]
2	Randal C. Burns	[37]
3	Sirish Chandrasekaran	[1] [6] [8] [12]
4	David Chu	[23]
5	Anne Condon	[22] [44]
6	Owen Cooper	[6] [8] [12]
7	Michael J. Franklin (Mike Franklin)	[1] [6] [8] [12] [25]
8	Minos N. Garofalakis	[2] [3]
9	Lise Getoor	[29] [33] [40] [47] [55] [65] [68]
10	Phillip B. Gibbons	[5] [7] [9] [10] [25]
11	Jim Gray	[25]
12	Carlos Guestrin	[15] [16] [17] [18] [19] [46]
13	Mark H. Hansen	[25]
14	Joseph M. Hellerstein	[1] [4] [6] [8] [11] [12] [14] [15] [16] [20] [23]
15	Lisa Hellerstein	[22] [36] [44]
16	Kirsten Hildrum (Kris Hildrum)	[1]
17	Wei Hong	[6] [8] [12] [15] [16] [18] [23]
18	Anthony Hunter	[60]
19	Zachary G. Ives	[26] [28]
20	Christian S. Jensen	[54] [62]
21	Michael I. Jordan	[2]
22	Bhargav Kanagal	[38] [49] [52] [57] [64]
23	Brad Karp	[7]
24	Yan Ke	[7]
25	Samir Khuller	[35] [42] [51] [58] [63]
26	Sailesh Krishnamurthy	[6] [8] [12]
27	Alexandros Labrinidis	[24]
28	Jian Li	[34] [41] [42] [43] [50] [51] [53] [56] [58] [61] [64] [66]
29	Michael Liebhold	[25]
30	Qiong Luo	[24] [32]
31	Samuel Madden	[1] [6] [8] [12] [15] [16] [17] [18] [19] [21] [24] [46]
32	Azarakhsh Malekian	[35] [63]
33	Jayanta Mondal	[69]
34	Walaa Eldin Moustafa	[65]
35	Galileo Namata (Galileo Mark S. Namata Jr.)	[31] [65]
36	Suman Nath	[5] [7] [9] [10] [25]
37	Saket Navlakha	[31]
38	Vijayshankar Raman	[1] [11] [12] [20] [26] [28]
39	Rajeev Rastogi	[3]
40	Frederick Reiss	[6] [8] [12]
41	Theodoros Rekatsinas	[68]
42	Nick Roussopoulos	[31]
43	Barna Saha	[41] [43] [61]
44	Sunita Sarawagi	[27]
45	Prithviraj Sen	[29] [30] [33] [40] [47] [55]
46	Srinivasan Seshan	[5] [7] [9] [10]
47	Mehul A. Shah	[1] [6] [8] [12]
48	Hamid Haidarian Shahri	[31]
49	Ben Shneiderman	[67]
50	Alexander S. Szalay	[25]
51	Vincent Tao	[25]
52	Andreas Terzis	[37]
53	Mohammed Toossi	[35] [63]
54	Kostas Tzoumas	[54] [62]
55	Lidan Wang	[39]
56	Taowei David Wang	[67]
57	Xiaodan Wang	[37]
58	Ning Wu	[22] [44]
59	Jun Yang	[24]

Colors in the list of coauthors

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