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Amol Deshpande
2010 – today
- 2013
[j25]K. Ashwin Kumar, Jonathan Gluck, Amol Deshpande, Jimmy Lin: Hone: "Scaling Down" Hadoop on Shared-Memory Systems. PVLDB 6(12): 1354-1357 (2013)- [j24]Theodoros Rekatsinas, Amol Deshpande, Ashwin Machanavajjhala: A SPARSI: Partitioning Sensitive Data amongst Multiple Adversaries. PVLDB 6(13): 1594-1605 (2013)
- [j23]Kostas Tzoumas, Amol Deshpande, Christian S. Jensen: Efficiently adapting graphical models for selectivity estimation. VLDB J. 22(1): 3-27 (2013)
- [c48]Abdul Quamar, K. Ashwin Kumar, Amol Deshpande: SWORD: scalable workload-aware data placement for transactional workloads. EDBT 2013: 430-441
- [c47]Udayan Khurana, Amol Deshpande: Efficient snapshot retrieval over historical graph data. ICDE 2013: 997-1008
- [c46]Koyel Mukherjee, Samir Khuller, Amol Deshpande: Algorithms for the Thermal Scheduling Problem. IPDPS 2013: 949-960
- [c45]Walaa Eldin Moustafa, Hui Miao, Amol Deshpande, Lise Getoor: GRDB: a system for declarative and interactive analysis of noisy information networks. SIGMOD Conference 2013: 1085-1088
- [c44]Udayan Khurana, Amol Deshpande: HiNGE: enabling temporal network analytics at scale. SIGMOD Conference 2013: 1089-1092
- [i11]Amol Deshpande, Minos N. Garofalakis, Michael I. Jordan: Efficient Stepwise Selection in Decomposable Models. CoRR abs/1301.2267 (2013)
- [i10]K. Ashwin Kumar, Amol Deshpande, Samir Khuller: Data Placement and Replica Selection for Improving Co-location in Distributed Environments. CoRR abs/1302.4168 (2013)
- [i9]Theodoros Rekatsinas, Amol Deshpande, Ashwin Machanavajjhala: On Sharing Private Data with Multiple Non-Colluding Adversaries. CoRR abs/1302.6556 (2013)
- [i8]Amol Deshpande, Lisa Hellerstein, Devorah Kletenik: Approximation Algorithms for Stochastic Boolean Function Evaluation and Stochastic Submodular Set Cover. CoRR abs/1303.0726 (2013)
- [i7]Walaa Eldin Moustafa, Angelika Kimmig, Amol Deshpande, Lise Getoor: Subgraph Pattern Matching over Uncertain Graphs with Identity Linkage Uncertainty. CoRR abs/1305.7006 (2013)
- 2012
- [j22]Behnam Bahrak, Amol Deshpande, Jung-Min "Jerry" Park: Spectrum access policy reasoning for policy-based cognitive radios. Computer Networks 56(11): 2649-2663 (2012)
- [j21]Amol Deshpande, Lisa Hellerstein: Parallel pipelined filter ordering with precedence constraints. ACM Transactions on Algorithms 8(4): 41 (2012)
- [j20]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)
- [c43]Walaa Eldin Moustafa, Amol Deshpande, Lise Getoor: Ego-centric Graph Pattern Census. ICDE 2012: 234-245
- [c42]Koyel Mukherjee, Samir Khuller, Amol Deshpande: Saving on cooling: the thermal scheduling problem. SIGMETRICS 2012: 397-398
- [c41]Jayanta Mondal, Amol Deshpande: Managing large dynamic graphs efficiently. SIGMOD Conference 2012: 145-156
- [c40]Theodoros Rekatsinas, Amol Deshpande, Lise Getoor: Local structure and determinism in probabilistic databases. SIGMOD Conference 2012: 373-384
- [i6]Prithviraj Sen, Amol Deshpande, Lise Getoor: Bisimulation-based Approximate Lifted Inference. CoRR abs/1205.2616 (2012)
- [i5]Udayan Khurana, Amol Deshpande: Efficient Snapshot Retrieval over Historical Graph Data. CoRR abs/1207.5777 (2012)
- 2011
- [j19]Amol Deshpande, Samir Khuller, Azarakhsh Malekian, Mohammed Toossi: Energy Efficient Monitoring in Sensor Networks. Algorithmica 59(1): 94-114 (2011)
- [j18]Kostas Tzoumas, Amol Deshpande, Christian S. Jensen: Lightweight Graphical Models for Selectivity Estimation Without Independence Assumptions. PVLDB 4(11): 852-863 (2011)
- [j17]Jian Li, Barna Saha, Amol Deshpande: A unified approach to ranking in probabilistic databases. VLDB J. 20(2): 249-275 (2011)
- [c39]
- [c38]Walaa Eldin Moustafa, Galileo Namata, Amol Deshpande, Lise Getoor: Declarative analysis of noisy information networks. ICDE Workshops 2011: 106-111
- [c37]Bhargav Kanagal, Jian Li, Amol Deshpande: Sensitivity analysis and explanations for robust query evaluation in probabilistic databases. SIGMOD Conference 2011: 841-852
- 2010
- [j16]Kostas Tzoumas, Amol Deshpande, Christian S. Jensen: Sharing-Aware Horizontal Partitioning for Exploiting Correlations During Query Processing. PVLDB 3(1): 542-553 (2010)
- [j15]
- [j14]Prithviraj Sen, Amol Deshpande, Lise Getoor: Read-Once Functions and Query Evaluation in Probabilistic Databases. PVLDB 3(1): 1068-1079 (2010)
- [c36]Amol Deshpande: Increasing representational power and scaling reasoning in probabilistic databases. ICDT 2010: 1
- [c35]Jian Li, Amol Deshpande, Samir Khuller: On Computing Compression Trees for Data Collection in Wireless Sensor Networks. INFOCOM 2010: 2115-2123
- [c34]Bhargav Kanagal, Amol Deshpande: Lineage processing over correlated probabilistic databases. SIGMOD Conference 2010: 675-686
- [e2]Amol Deshpande, Anthony Hunter (Eds.): Scalable Uncertainty Management - 4th International Conference, SUM 2010, Toulouse, France, September 27-29, 2010. Proceedings. Lecture Notes in Computer Science 6379, Springer 2010, ISBN 978-3-642-15950-3
- [i4]
2000 – 2009
- 2009
- [j13]Jian Li, Barna Saha, Amol Deshpande: A Unified Approach to Ranking in Probabilistic Databases. PVLDB 2(1): 502-513 (2009)
- [j12]Anne Condon, Amol Deshpande, Lisa Hellerstein, Ning Wu: Algorithms for distributional and adversarial pipelined filter ordering problems. ACM Transactions on Algorithms 5(2) (2009)
- [j11]Prithviraj Sen, Amol Deshpande, Lise Getoor: PrDB: managing and exploiting rich correlations in probabilistic databases. VLDB J. 18(5): 1065-1090 (2009)
- [c33]Jian Li, Amol Deshpande, Samir Khuller: Minimizing Communication Cost in Distributed Multi-query Processing. ICDE 2009: 772-783
- [c32]Bhargav Kanagal, Amol Deshpande: Efficient Query Evaluation over Temporally Correlated Probabilistic Streams. ICDE 2009: 1315-1318
- [c31]
- [c30]Bhargav Kanagal, Amol Deshpande: Indexing correlated probabilistic databases. SIGMOD Conference 2009: 455-468
- [c29]Amol Deshpande: PrDB: Managing Large-Scale Correlated Probabilistic Databases (Abstract). SUM 2009: 1
- [c28]Prithviraj Sen, Amol Deshpande, Lise Getoor: Bisimulation-based Approximate Lifted Inference. UAI 2009: 496-505
- [r2]
- [r1]Amol Deshpande, Carlos Guestrin, Samuel Madden: Model-based Querying in Sensor Networks. Encyclopedia of Database Systems 2009: 1764-1768
- [i3]Jian Li, Barna Saha, Amol Deshpande: A Unified Approach to Ranking in Probabilistic Databases. CoRR abs/0904.1366 (2009)
- [i2]Jian Li, Amol Deshpande, Samir Khuller: On Computing Compression Trees for Data Collection in Sensor Networks. CoRR abs/0907.5442 (2009)
- 2008
- [j10]Prithviraj Sen, Amol Deshpande, Lise Getoor: Exploiting shared correlations in probabilistic databases. PVLDB 1(1): 809-820 (2008)
- [c27]Lidan Wang, Amol Deshpande: Predictive Modeling-Based Data Collection in Wireless Sensor Networks. EWSN 2008: 34-51
- [c26]Xiaodan Wang, Randal C. Burns, Andreas Terzis, Amol Deshpande: Network-Aware Join Processing in Global-Scale Database Federations. ICDE 2008: 586-595
- [c25]Amol Deshpande, Lisa Hellerstein: Flow Algorithms for Parallel Query Optimization. ICDE 2008: 754-763
- [c24]Bhargav Kanagal, Amol Deshpande: Online Filtering, Smoothing and Probabilistic Modeling of Streaming data. ICDE 2008: 1160-1169
- [c23]Amol Deshpande, Samir Khuller, Azarakhsh Malekian, Mohammed Toossi: Energy Efficient Monitoring in Sensor Networks. LATIN 2008: 436-448
- [i1]Jian Li, Amol Deshpande: Consensus Answers for Queries over Probabilistic Databases. CoRR abs/0812.2049 (2008)
- 2007
- [j9]Amol Deshpande, Zachary G. Ives, Vijayshankar Raman: Adaptive Query Processing. Foundations and Trends in Databases 1(1): 1-140 (2007)
- [j8]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)
- [j7]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)
- [c22]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
- [c21]Prithviraj Sen, Amol Deshpande: Representing and Querying Correlated Tuples in Probabilistic Databases. ICDE 2007: 596-605
- [c20]Prithviraj Sen, Amol Deshpande, Lise Getoor: Representing Tuple and Attribute Uncertainty in Probabilistic Databases. ICDM Workshops 2007: 507-512
- [c19]Zachary G. Ives, Amol Deshpande, Vijayshankar Raman: Adaptive query processing: Why, How, When, and What Next? VLDB 2007: 1426-1427
- [c18]Amol Deshpande, Sunita Sarawagi: Probabilistic Graphical Models and their Role in Databases. VLDB 2007: 1435-1436
- [e1]Amol Deshpande, Qiong Luo (Eds.): Proceedings of the 4th Workshop on Data Management for Sensor Networks, in conjunction with VLDB, DMSN 2007, Vienna, Austria, September 24, 2007. ACM International Conference Proceeding Series 273, ACM 2007
- 2006
- [c17]David Chu, Amol Deshpande, Joseph M. Hellerstein, Wei Hong: Approximate Data Collection in Sensor Networks using Probabilistic Models. ICDE 2006: 48
- [c16]Anne Condon, Amol Deshpande, Lisa Hellerstein, Ning Wu: Flow algorithms for two pipelined filter ordering problems. PODS 2006: 193-202
- [c15]Amol Deshpande, Samuel Madden: MauveDB: supporting model-based user views in database systems. SIGMOD Conference 2006: 73-84
- [c14]Amol Deshpande, Joseph M. Hellerstein, Vijayshankar Raman: Adaptive query processing: why, how, when, what next. SIGMOD Conference 2006: 806-807
- 2005
- [j6]Amol Deshpande, Carlos Guestrin, Samuel Madden: Resource-Aware Wireless Sensor-Actuator Networks. IEEE Data Eng. Bull. 28(1): 40-47 (2005)
- [j5]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)
- [c13]Amol Deshpande, Carlos Guestrin, Samuel Madden: Using Probabilistic Models for Data Management in Acquisitional Environments. CIDR 2005: 317-328
- [c12]Amol Deshpande, Carlos Guestrin, Wei Hong, Samuel Madden: Exploiting Correlated Attributes in Acquisitional Query Processing. ICDE 2005: 143-154
- 2004
- [j4]
- [c11]Amol Deshpande, Carlos Guestrin, Samuel Madden, Joseph M. Hellerstein, Wei Hong: Model-Driven Data Acquisition in Sensor Networks. VLDB 2004: 588-599
- [c10]Amol Deshpande, Joseph M. Hellerstein: Lifting the Burden of History from Adaptive Query Processing. VLDB 2004: 948-959
- 2003
- [j3]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)
- [j2]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)
- [c9]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
- [c8]Vijayshankar Raman, Amol Deshpande, Joseph M. Hellerstein: Using State Modules for Adaptive Query Processing. ICDE 2003: 353-364
- [c7]Amol Deshpande, Suman Nath, Phillip B. Gibbons, Srinivasan Seshan: Cache-and-Query for Wide Area Sensor Databases. SIGMOD Conference 2003: 503-514
- [c6]Amol Deshpande, Suman Nath, Phillip B. Gibbons, Srinivasan Seshan: IrisNet: Internet-scale Resource-Intensive Sensor Services. SIGMOD Conference 2003: 667
- [c5]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
- [c4]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
- 2002
- [c3]Amol Deshpande, Joseph M. Hellerstein: Decoupled Query Optimization for Federated Database Systems. ICDE 2002: 716-727
- 2001
- [c2]Amol Deshpande, Minos N. Garofalakis, Rajeev Rastogi: Independence is Good: Dependency-Based Histogram Synopses for High-Dimensional Data. SIGMOD Conference 2001: 199-210
- [c1]Amol Deshpande, Minos N. Garofalakis, Michael I. Jordan: Efficient Stepwise Selection in Decomposable Models. UAI 2001: 128-135
- 2000
- [j1]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
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last updated on 2013-10-15 21:38 CEST by the dblp team