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Amol Deshpande: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. 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. [Citation Graph (0, 0)][DBLP]
    CIDR, 2003, pp:- [Conf]
  2. Amol Deshpande, Carlos Guestrin, Samuel Madden
    Using Probabilistic Models for Data Management in Acquisitional Environments. [Citation Graph (0, 0)][DBLP]
    CIDR, 2005, pp:317-328 [Conf]
  3. David Chu, Amol Deshpande, Joseph M. Hellerstein, Wei Hong
    Approximate Data Collection in Sensor Networks using Probabilistic Models. [Citation Graph (0, 0)][DBLP]
    ICDE, 2006, pp:48- [Conf]
  4. Amol Deshpande, Joseph M. Hellerstein
    Decoupled Query Optimization for Federated Database Systems. [Citation Graph (0, 0)][DBLP]
    ICDE, 2002, pp:716-732 [Conf]
  5. Amol Deshpande, Carlos Guestrin, Wei Hong, Samuel Madden
    Exploiting Correlated Attributes in Acquisitional Query Processing. [Citation Graph (0, 0)][DBLP]
    ICDE, 2005, pp:143-154 [Conf]
  6. Vijayshankar Raman, Amol Deshpande, Joseph M. Hellerstein
    Using State Modules for Adaptive Query Processing. [Citation Graph (0, 0)][DBLP]
    ICDE, 2003, pp:353-0 [Conf]
  7. Anne Condon, Amol Deshpande, Lisa Hellerstein, Ning Wu
    Flow algorithms for two pipelined filter ordering problems. [Citation Graph (0, 0)][DBLP]
    PODS, 2006, pp:193-202 [Conf]
  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. [Citation Graph (0, 0)][DBLP]
    SIGMOD Conference, 2003, pp:668- [Conf]
  9. Amol Deshpande, Minos N. Garofalakis, Rajeev Rastogi
    Independence is Good: Dependency-Based Histogram Synopses for High-Dimensional Data. [Citation Graph (0, 0)][DBLP]
    SIGMOD Conference, 2001, pp:199-210 [Conf]
  10. Amol Deshpande, Joseph M. Hellerstein, Vijayshankar Raman
    Adaptive query processing: why, how, when, what next. [Citation Graph (0, 0)][DBLP]
    SIGMOD Conference, 2006, pp:806-807 [Conf]
  11. Amol Deshpande, Samuel Madden
    MauveDB: supporting model-based user views in database systems. [Citation Graph (0, 0)][DBLP]
    SIGMOD Conference, 2006, pp:73-84 [Conf]
  12. Amol Deshpande, Suman Kumar Nath, Phillip B. Gibbons, Srinivasan Seshan
    Cache-and-Query for Wide Area Sensor Databases. [Citation Graph (0, 0)][DBLP]
    SIGMOD Conference, 2003, pp:503-514 [Conf]
  13. Amol Deshpande, Suman Kumar Nath, Phillip B. Gibbons, Srinivasan Seshan
    IrisNet: Internet-scale Resource-Intensive Sensor Services. [Citation Graph (0, 0)][DBLP]
    SIGMOD Conference, 2003, pp:667- [Conf]
  14. Amol Deshpande, Minos N. Garofalakis, Michael I. Jordan
    Efficient Stepwise Selection in Decomposable Models. [Citation Graph (0, 0)][DBLP]
    UAI, 2001, pp:128-135 [Conf]
  15. Amol Deshpande, Joseph M. Hellerstein
    Lifting the Burden of History from Adaptive Query Processing. [Citation Graph (0, 0)][DBLP]
    VLDB, 2004, pp:948-959 [Conf]
  16. Amol Deshpande, Carlos Guestrin, Samuel Madden, Joseph M. Hellerstein, Wei Hong
    Model-Driven Data Acquisition in Sensor Networks. [Citation Graph (0, 0)][DBLP]
    VLDB, 2004, pp:588-599 [Conf]
  17. Suman Nath, Amol Deshpande, Yan Ke, Phillip B. Gibbons, Brad Karp, Srinivasan Seshan
    IrisNet: An Architecture for Internet-scale Sensing Services. [Citation Graph (0, 0)][DBLP]
    VLDB, 2003, pp:1137-1140 [Conf]
  18. Amol Deshpande, Carlos Guestrin, Samuel Madden
    Resource-Aware Wireless Sensor-Actuator Networks. [Citation Graph (0, 0)][DBLP]
    IEEE Data Eng. Bull., 2005, v:28, n:1, pp:40-47 [Journal]
  19. 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. [Citation Graph (0, 0)][DBLP]
    IEEE Data Eng. Bull., 2000, v:23, n:2, pp:7-18 [Journal]
  20. 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. [Citation Graph (0, 0)][DBLP]
    IEEE Data Eng. Bull., 2003, v:26, n:1, pp:11-18 [Journal]
  21. Suman Nath, Amol Deshpande, Phillip B. Gibbons, Srinivasan Seshan
    MobiCom poster: mining a world of smart sensors. [Citation Graph (0, 0)][DBLP]
    Mobile Computing and Communications Review, 2003, v:7, n:1, pp:34-36 [Journal]
  22. Amol Deshpande
    An initial study of overheads of eddies. [Citation Graph (0, 0)][DBLP]
    SIGMOD Record, 2004, v:33, n:1, pp:44-49 [Journal]
  23. Amol Deshpande, Carlos Guestrin, Samuel Madden, Joseph M. Hellerstein, Wei Hong
    Model-based approximate querying in sensor networks. [Citation Graph (0, 0)][DBLP]
    VLDB J., 2005, v:14, n:4, pp:417-443 [Journal]
  24. Prithviraj Sen, Amol Deshpande
    Representing and Querying Correlated Tuples in Probabilistic Databases. [Citation Graph (0, 0)][DBLP]
    ICDE, 2007, pp:596-605 [Conf]
  25. Amol Deshpande, Sunita Sarawagi
    Probabilistic Graphical Models and their Role in Databases. [Citation Graph (0, 0)][DBLP]
    VLDB, 2007, pp:1435-1436 [Conf]
  26. Zachary G. Ives, Amol Deshpande, Vijayshankar Raman
    Adaptive query processing: Why, How, When, and What Next? [Citation Graph (0, 0)][DBLP]
    VLDB, 2007, pp:1426-1427 [Conf]
  27. Amol Deshpande, Zachary G. Ives, Vijayshankar Raman
    Adaptive Query Processing. [Citation Graph (0, 0)][DBLP]
    Foundations and Trends in Databases, 2007, v:1, n:1, pp:1-140 [Journal]

  28. Predictive Modeling-Based Data Collection in Wireless Sensor Networks. [Citation Graph (, )][DBLP]


  29. Online Filtering, Smoothing and Probabilistic Modeling of Streaming data. [Citation Graph (, )][DBLP]


  30. Flow Algorithms for Parallel Query Optimization. [Citation Graph (, )][DBLP]


  31. Network-Aware Join Processing in Global-Scale Database Federations. [Citation Graph (, )][DBLP]


  32. Minimizing Communication Cost in Distributed Multi-query Processing. [Citation Graph (, )][DBLP]


  33. Efficient Query Evaluation over Temporally Correlated Probabilistic Streams. [Citation Graph (, )][DBLP]


  34. Representing Tuple and Attribute Uncertainty in Probabilistic Databases. [Citation Graph (, )][DBLP]


  35. Increasing representational power and scaling reasoning in probabilistic databases. [Citation Graph (, )][DBLP]


  36. On Computing Compression Trees for Data Collection in Wireless Sensor Networks. [Citation Graph (, )][DBLP]


  37. Energy Efficient Monitoring in Sensor Networks. [Citation Graph (, )][DBLP]


  38. Consensus answers for queries over probabilistic databases. [Citation Graph (, )][DBLP]


  39. Indexing correlated probabilistic databases. [Citation Graph (, )][DBLP]


  40. Lineage processing over correlated probabilistic databases. [Citation Graph (, )][DBLP]


  41. PrDB: Managing Large-Scale Correlated Probabilistic Databases (Abstract). [Citation Graph (, )][DBLP]


  42. A graph-based approach to vehicle tracking in traffic camera video streams. [Citation Graph (, )][DBLP]


  43. Consensus Answers for Queries over Probabilistic Databases [Citation Graph (, )][DBLP]


  44. A Unified Approach to Ranking in Probabilistic Databases [Citation Graph (, )][DBLP]


  45. On Computing Compression Trees for Data Collection in Sensor Networks [Citation Graph (, )][DBLP]


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