Amol Deshpande - Google Scholar

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	All	Since 2015
Citations	10455	3456
h-index	44	30
i10-index	92	73

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Co-authors

Samuel MaddenMITVerified email at csail.mit.edu
Joseph HellersteinJim Gray Professor of Computer Science, UC BerkeleyVerified email at berkeley.edu
Lise GetoorProfessor of Computer Science, University of California, Santa CruzVerified email at ucsc.edu
Carlos GuestrinAmazon Professor of Machine Learning, University of WashingtonVerified email at cs.washington.edu
Michael FranklinLiew Family Chair of Computer Science, University of ChicagoVerified email at uchicago.edu
Suman NathPrincipal Researcher, Microsoft ResearchVerified email at microsoft.com
Prithviraj SenIBM ResearchVerified email at us.ibm.com
Phillip GibbonsCarnegie Mellon UniversityVerified email at cs.cmu.edu
samir khullerBarris Professor and Chair of Computer Science, Northwestern UniversityVerified email at northwestern.edu
Aditya ParameswaranAssistant Professor, UC BerkeleyVerified email at berkeley.edu
Srinivasan SeshanCarnegie Mellon UniversityVerified email at cs.cmu.edu
Bhargav KanagalGoogleVerified email at google.com
Hui MiaoGoogleVerified email at google.com
Amit ChavanEngineer, Amazon Web ServicesVerified email at cs.umd.edu
Abdul QuamarResearch Staff Member, IBM-Research AlmadenVerified email at us.ibm.com
Udayan KhuranaIBM Research AIVerified email at us.ibm.com
Lisa HellersteinProfessor of Computer Science, NYU Tandon School of EngineeringVerified email at nyu.edu
Souvik BhattacherjeeUniversity of Maryland, College ParkVerified email at cs.umd.edu
Magdalena BalazinskaUniversity of WashingtonVerified email at cs.washington.edu
Zachary G. IvesProfessor of Computer and Information Science, University of PennsylvaniaVerified email at cis.upenn.edu

Amol Deshpande

Professor

Verified email at cs.umd.edu - Homepage

Databases Machine Learning


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TelegraphCQ: continuous dataflow processing S Chandrasekaran, O Cooper, A Deshpande, MJ Franklin, JM Hellerstein, ... Proceedings of the 2003 ACM SIGMOD international conference on Management of …, 2003	2066	2003
Model-driven data acquisition in sensor networks A Deshpande, C Guestrin, SR Madden, JM Hellerstein, W Hong Proceedings of the Thirtieth international conference on Very large data …, 2004	1435	2004
Approximate data collection in sensor networks using probabilistic models D Chu, A Deshpande, JM Hellerstein, W Hong 22nd International Conference on Data Engineering (ICDE'06), 48-48, 2006	589	2006
Adaptive query processing A Deshpande, Z Ives, V Raman Now Publishers Inc, 2007	373	2007
Adaptive query processing: Technology in evolution JM Hellerstein, MJ Franklin, S Chandrasekaran, A Deshpande, K Hildrum, ... IEEE Data Eng. Bull. 23 (2), 7-18, 2000	301	2000
Representing and querying correlated tuples in probabilistic databases P Sen, A Deshpande 2007 IEEE 23rd International Conference on Data Engineering, 596-605, 2007	292	2007
MauveDB: supporting model-based user views in database systems A Deshpande, S Madden Proceedings of the 2006 ACM SIGMOD international conference on Management of …, 2006	258	2006
Data management in the worldwide sensor web M Balazinska, A Deshpande, MJ Franklin, PB Gibbons, J Gray, M Hansen, ... IEEE Pervasive Computing 6 (2), 30-40, 2007	242	2007
Cache-and-query for wide area sensor databases A Deshpande, S Nath, PB Gibbons, S Seshan Proceedings of the 2003 ACM SIGMOD international conference on Management of …, 2003	194	2003
Online filtering, smoothing and probabilistic modeling of streaming data B Kanagal, A Deshpande 2008 IEEE 24th International Conference on Data Engineering, 1160-1169, 2008	182	2008
Exploiting correlated attributes in acquisitional query processing A Deshpande, C Guestrin, W Hong, S Madden 21st International Conference on Data Engineering (ICDE'05), 143-154, 2005	178	2005
Using state modules for adaptive query processing V Raman, A Deshpande, JM Hellerstein Proceedings 19th International Conference on Data Engineering (Cat. No …, 2003	177	2003
A unified approach to ranking in probabilistic databases J Li, B Saha, A Deshpande arXiv preprint arXiv:0904.1366, 2009	175	2009
Independence is good: Dependency-based histogram synopses for high-dimensional data A Deshpande, M Garofalakis, R Rastogi ACM SIGMOD Record 30 (2), 199-210, 2001	172	2001
Model-based approximate querying in sensor networks A Deshpande, C Guestrin, SR Madden, JM Hellerstein, W Hong The VLDB journal 14 (4), 417-443, 2005	161	2005
TelegraphCQ: An architectural status report S Krishnamurthy, S Chandrasekaran, O Cooper, A Deshpande, ... IEEE Data Eng. Bull. 26 (1), 11-18, 2003	156	2003
Efficient snapshot retrieval over historical graph data U Khurana, A Deshpande 2013 IEEE 29th International Conference on Data Engineering (ICDE), 997-1008, 2013	142	2013
Using Probabilistic Models for Data Management in Acquisitional Environments. A Deshpande, C Guestrin, S Madden, JM Hellerstein, W Hong CIDR 5, 317-328, 2005	135	2005
PrDB: managing and exploiting rich correlations in probabilistic databases P Sen, A Deshpande, L Getoor The VLDB Journal 18 (5), 1065, 2009	128	2009
Datahub: Collaborative data science & dataset version management at scale A Bhardwaj, S Bhattacherjee, A Chavan, A Deshpande, AJ Elmore, ... arXiv preprint arXiv:1409.0798, 2014	125	2014

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