Amol Deshpande

165 papers A* 31A 11B 6Misc 1Journal 72Unranked 33
YearRankTypeTitle / Venue / Authors
2025 A conf
Beyond Relations: A Case for Elevating to the Entity-Relationship Abstraction.
CIDR
Amol Deshpande
2025 J jnl
Beyond Relations: A Case for Elevating to the Entity-Relationship Abstraction.
CoRR
Amol Deshpande
2025 A* conf
Optimizing Queries with Many-to-Many Joins.
ICDE
Hasara Kalumin, Amol Deshpande
2025 J jnl
TreeCat: Standalone Catalog Engine for Large Data Systems.
CoRR
Keonwoo Oh, Pooja Nilangekar, Amol Deshpande
2025 J jnl
TreeCat: Standalone Catalog Engine for Large Data Systems.
Proc. VLDB Endow.
Keonwoo Oh, Pooja Nilangekar, Amol Deshpande
2024 J jnl
Modern Techniques For Querying Graph-structured Databases.
Found. Trends Databases
Amine Mhedhbi, Amol Deshpande, Semih Salihoglu
2024 J jnl
Optimizing Queries with Many-to-Many Joins.
CoRR
Hasara Kalumin, Amol Deshpande
2024 A conf
To Store or Not to Store: a graph theoretical approach for Dataset Versioning.
IPDPS
Anxin Guo, Jingwei Li, Pattara Sukprasert, Samir Khuller, Amol Deshpande, Koyel Mukherjee
2024 J jnl
To Store or Not to Store: a graph theoretical approach for Dataset Versioning.
CoRR
Anxin Guo, Jingwei Li, Pattara Sukprasert, Samir Khuller, Amol Deshpande, Koyel Mukherjee
2023 J jnl
Flock: A Low-Cost Streaming Query Engine on FaaS Platforms.
CoRR
Gang Liao, Amol Deshpande, Daniel J. Abadi
2021 J jnl
Membership Inference Attacks on Lottery Ticket Networks.
CoRR
Aadesh Bagmar, Shishira R. Maiya, Shruti Bidwalka, Amol Deshpande
2021 A conf
Sypse: Privacy-first Data Management through Pseudonymization and Partitioning.
CIDR
Amol Deshpande
2019 A conf
CRUX: Adaptive Querying for Efficient Crowdsourced Data Extraction.
CIKM
Theodoros Rekatsinas, Amol Deshpande, Aditya G. Parameswaran
2019 — ch.
Historical Graph Management.
Encyclopedia of Big Data Technologies
Udayan Khurana, Amol Deshpande
2019 J jnl
Maximizing Expected Utility for Stochastic Combinatorial Optimization Problems.
Math. Oper. Res.
Jian Li, Amol Deshpande
2019 J jnl
Memory-Efficient Group-by Aggregates over Multi-Way Joins.
CoRR
Konstantinos Xirogiannopoulos, Amol Deshpande
2019 — ed.
Proceedings of the 2019 International Conference on Management of Data, SIGMOD Conference 2019, Amsterdam, The Netherlands, June 30 - July 5, 2019.
SIGMOD Conference
Peter Boncz, Stefan Manegold, Anastasia Ailamaki, Amol Deshpande, Tim Kraska
2019 J jnl
The SIGMOD 2019 Research Track Reviewing System.
SIGMOD Rec.
Anastasia Ailamaki, Periklis Chrysogelos, Amol Deshpande, Tim Kraska
2019 A* conf
Understanding Data Science Lifecycle Provenance via Graph Segmentation and Summarization.
ICDE
Hui Miao, Amol Deshpande
2018 — ch.
Data Compression in Sensor Networks.
Encyclopedia of Database Systems (2nd ed.)
Amol Deshpande
2018 — ch.
Graphical Models for Uncertain Data Management.
Encyclopedia of Database Systems (2nd ed.)
Amol Deshpande
2018 — conf
In situ graph querying and analytics with graphgen: extended abstract.
GRADES/NDA@SIGMOD/PODS
Amol Deshpande
2018 — ch.
Model-Based Querying in Sensor Networks.
Encyclopedia of Database Systems (2nd ed.)
Amol Deshpande, Carlos Guestrin, Samuel Madden
2018 J jnl
NSF BIGDATA PI Meeting - Domain-Specific Research Directions and Data Sets.
SIGMOD Rec.
Lisa Singh, Amol Deshpande, Wenchao Zhou, Arindam Banerjee, Alex J. Bowers, Sorelle A. Friedler, H. V. Jagadish, George Karypis, Zoran Obradovic, Anil Vullikanti, Wangda Zuo
2018 J jnl
ProvDB: Provenance-enabled Lifecycle Management of Collaborative Data Analysis Workflows.
IEEE Data Eng. Bull.
Hui Miao, Amol Deshpande
2018 A* conf
RStore: A Distributed Multi-Version Document Store.
ICDE
Souvik Bhattacherjee, Amol Deshpande
2018 J jnl
RStore: A Distributed Multi-version Document Store.
CoRR
Souvik Bhattacherjee, Amol Deshpande
2018 — ch.
Stream Querying and Reasoning on Social Data.
Encyclopedia of Social Network Analysis and Mining. 2nd Ed.
Jayanta Mondal, Amol Deshpande
2018 J jnl
Understanding Data Science Lifecycle Provenance via Graph Segmentation and Summarization.
CoRR
Hui Miao, Amol Deshpande
2017 J jnl
Big Graph Analytics Platforms.
Found. Trends Databases
Da Yan, Yingyi Bu, Yuanyuan Tian, Amol Deshpande
2017 A* conf
Catching Worms, Trojan Horses and PUPs: Unsupervised Detection of Silent Delivery Campaigns.
NDSS
Bum Jun Kwon, Virinchi Srinivas, Amol Deshpande, Tudor Dumitras
2017 — conf
DEX: Query Execution in a Delta-based Storage System.
SIGMOD Conference
Amit Chavan, Amol Deshpande
2017 — conf
Extracting and Analyzing Hidden Graphs from Relational Databases.
SIGMOD Conference
Konstantinos Xirogiannopoulos, Amol Deshpande
2017 J jnl
Extracting and Analyzing Hidden Graphs from Relational Databases.
CoRR
Konstantinos Xirogiannopoulos, Amol Deshpande
2017 — conf
GraphGen: Adaptive Graph Processing using Relational Databases.
GRADES@SIGMOD/PODS
Konstantinos Xirogiannopoulos, Virinchi Srinivas, Amol Deshpande
2017 A* conf
ModelHub: Deep Learning Lifecycle Management.
ICDE
Hui Miao, Ang Li, Larry S. Davis, Amol Deshpande
2017 — conf
On Model Discovery For Hosted Data Science Projects.
DEEM@SIGMOD
Hui Miao, Ang Li, Larry S. Davis, Amol Deshpande
2017 A* conf
Parallel SPARQL Query Optimization.
ICDE
Buwen Wu, Yongluan Zhou, Hai Jin, Amol Deshpande
2017 — conf
ProvDB: Lifecycle Management of Collaborative Analysis Workflows.
HILDA@SIGMOD
Hui Miao, Amit Chavan, Amol Deshpande
2017 — conf
RStore: efficient multiversion document management in the cloud.
SoCC
Souvik Bhattacherjee, Amol Deshpande
2017 A* conf
Towards Unified Data and Lifecycle Management for Deep Learning.
ICDE
Hui Miao, Ang Li, Larry S. Davis, Amol Deshpande
2016 Misc ed.
21st International Conference on Management of Data, COMAD 2016, Pune, India, March 11-13, 2016.
COMAD
Amol Deshpande, Balaraman Ravindran, Sayan Ranu
2016 J jnl
Approximation Algorithms for Stochastic Submodular Set Cover with Applications to Boolean Function Evaluation and Min-Knapsack.
ACM Trans. Algorithms
Amol Deshpande, Lisa Hellerstein, Devorah Kletenik
2016 — conf
Big Graph Analytics Systems.
SIGMOD Conference
Da Yan, Yingyi Bu, Yuanyuan Tian, Amol Deshpande, James Cheng
2016 — conf
CASQD: continuous detection of activity-based subgraph pattern queries on dynamic graphs.
DEBS
Jayanta Mondal, Amol Deshpande
2016 J jnl
Catching Worms, Trojan Horses and PUPs: Unsupervised Detection of Silent Delivery Campaigns.
CoRR
Bum Jun Kwon, Virinchi Srinivas, Amol Deshpande, Tudor Dumitras
2016 J jnl
Decibel: The Relational Dataset Branching System.
Proc. VLDB Endow.
Michael Maddox, David Goehring, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran, Amol Deshpande
2016 J jnl
ModelHub: Towards Unified Data and Lifecycle Management for Deep Learning.
CoRR
Hui Miao, Ang Li, Larry S. Davis, Amol Deshpande
2016 J jnl
NScale: neighborhood-centric large-scale graph analytics in the cloud.
VLDB J.
Abdul Quamar, Amol Deshpande, Jimmy Lin
2016 — conf
NScaleSpark: subgraph-centric graph analytics on Apache Spark.
NDA@SIGMOD
Abdul Quamar, Amol Deshpande
2016 J jnl
ProvDB: A System for Lifecycle Management of Collaborative Analysis Workflows.
CoRR
Hui Miao, Amit Chavan, Amol Deshpande
2016 — conf
SourceSight: Enabling Effective Source Selection.
SIGMOD Conference
Theodoros Rekatsinas, Amol Deshpande, Xin Luna Dong, Lise Getoor, Divesh Srivastava
2016 B conf
Storing and Analyzing Historical Graph Data at Scale.
EDBT
Udayan Khurana, Amol Deshpande
2015 J jnl
Collaborative Data Analytics with DataHub.
Proc. VLDB Endow.
Anant P. Bhardwaj, Amol Deshpande, Aaron J. Elmore, David R. Karger, Sam Madden, Aditya G. Parameswaran, Harihar Subramanyam, Eugene Wu, Rebecca Zhang
2015 J jnl
CrowdGather: Entity Extraction over Structured Domains.
CoRR
Theodoros Rekatsinas, Amol Deshpande, Aditya G. Parameswaran
2015 A conf
DataHub: Collaborative Data Science & Dataset Version Management at Scale.
CIDR
Anant P. Bhardwaj, Souvik Bhattacherjee, Amit Chavan, Amol Deshpande, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran
2015 J jnl
GraphGen: Exploring Interesting Graphs in Relational Data.
Proc. VLDB Endow.
Konstantinos Xirogiannopoulos, Udayan Khurana, Amol Deshpande
2015 J jnl
Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff.
CoRR
Souvik Bhattacherjee, Amit Chavan, Silu Huang, Amol Deshpande, Aditya G. Parameswaran
2015 J jnl
Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff.
Proc. VLDB Endow.
Souvik Bhattacherjee, Amit Chavan, Silu Huang, Amol Deshpande, Aditya G. Parameswaran
2015 J jnl
Storing and Analyzing Historical Graph Data at Scale.
CoRR
Udayan Khurana, Amol Deshpande
2015 — conf
Towards a Unified Query Language for Provenance and Versioning.
TaPP
Amit Chavan, Silu Huang, Amol Deshpande, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran
2015 J jnl
Towards a unified query language for provenance and versioning.
CoRR
Amit Chavan, Silu Huang, Amol Deshpande, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran
2014 A* conf
Approximation Algorithms for Stochastic Boolean Function Evaluation and Stochastic Submodular Set Cover.
SODA
Amol Deshpande, Lisa Hellerstein, Devorah Kletenik
2014 J jnl
DataHub: Collaborative Data Science & Dataset Version Management at Scale.
CoRR
Anant P. Bhardwaj, Souvik Bhattacherjee, Amit Chavan, Amol Deshpande, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran
2014 J jnl
EAGr: Supporting Continuous Ego-centric Aggregate Queries over Large Dynamic Graphs.
CoRR
Jayanta Mondal, Amol Deshpande
2014 — conf
EAGr: supporting continuous ego-centric aggregate queries over large dynamic graphs.
SIGMOD Conference
Jayanta Mondal, Amol Deshpande
2014 J jnl
NScale: Neighborhood-centric Analytics on Large Graphs.
Proc. VLDB Endow.
Abdul Quamar, Amol Deshpande, Jimmy Lin
2014 J jnl
NScale: Neighborhood-centric Large-Scale Graph Analytics in the Cloud.
CoRR
Abdul Quamar, Amol Deshpande, Jimmy Lin
2014 B conf
Optimization Techniques for "Scaling Down" Hadoop on Multi-Core, Shared-Memory Systems.
EDBT
K. Ashwin Kumar, Jonathan Gluck, Amol Deshpande, Jimmy Lin
2014 B conf
PStore: an efficient storage framework for managing scientific data.
SSDBM
Souvik Bhattacherjee, Amol Deshpande, Alan Sussman
2014 J jnl
SWORD: workload-aware data placement and replica selection for cloud data management systems.
VLDB J.
K. Ashwin Kumar, Abdul Quamar, Amol Deshpande, Samir Khuller
2014 — ch.
Stream Querying and Reasoning on Social Data.
Encyclopedia of Social Network Analysis and Mining
Jayanta Mondal, Amol Deshpande
2014 A* conf
Subgraph pattern matching over uncertain graphs with identity linkage uncertainty.
ICDE
Walaa Eldin Moustafa, Angelika Kimmig, Amol Deshpande, Lise Getoor
2014 J jnl
VERTEXICA: Your Relational Friend for Graph Analytics!
Proc. VLDB Endow.
Alekh Jindal, Praynaa Rawlani, Eugene Wu, Samuel Madden, Amol Deshpande, Mike Stonebraker
2013 J jnl
A SPARSI: Partitioning Sensitive Data amongst Multiple Adversaries.
Proc. VLDB Endow.
Theodoros Rekatsinas, Amol Deshpande, Ashwin Machanavajjhala
2013 A conf
Algorithms for the Thermal Scheduling Problem.
IPDPS
Koyel Mukherjee, Samir Khuller, Amol Deshpande
2013 — conf
An Integer Programming Approach to Temporal Pattern Matching Queries.
ICDM Workshops
Megan Monroe, Amol Deshpande
2013 J jnl
Approximation Algorithms for Stochastic Boolean Function Evaluation and Stochastic Submodular Set Cover
CoRR
Amol Deshpande, Lisa Hellerstein, Devorah Kletenik
2013 J jnl
Data Placement and Replica Selection for Improving Co-location in Distributed Environments
CoRR
K. Ashwin Kumar, Amol Deshpande, Samir Khuller
2013 J jnl
Efficient Stepwise Selection in Decomposable Models
CoRR
Amol Deshpande, Minos N. Garofalakis, Michael I. Jordan
2013 A* conf
Efficient snapshot retrieval over historical graph data.
ICDE
Udayan Khurana, Amol Deshpande
2013 J jnl
Efficiently adapting graphical models for selectivity estimation.
VLDB J.
Kostas Tzoumas, Amol Deshpande, Christian S. Jensen
2013 — conf
GRDB: a system for declarative and interactive analysis of noisy information networks.
SIGMOD Conference
Walaa Eldin Moustafa, Hui Miao, Amol Deshpande, Lise Getoor
2013 — conf
HiNGE: enabling temporal network analytics at scale.
SIGMOD Conference
Udayan Khurana, Amol Deshpande
2013 J jnl
Hone: "Scaling Down" Hadoop on Shared-Memory Systems.
Proc. VLDB Endow.
K. Ashwin Kumar, Jonathan Gluck, Amol Deshpande, Jimmy Lin
2013 J jnl
On Sharing Private Data with Multiple Non-Colluding Adversaries
CoRR
Theodoros Rekatsinas, Amol Deshpande, Ashwin Machanavajjhala
2013 B conf
SWORD: scalable workload-aware data placement for transactional workloads.
EDBT
Abdul Quamar, K. Ashwin Kumar, Amol Deshpande
2013 J jnl
Subgraph Pattern Matching over Uncertain Graphs with Identity Linkage Uncertainty
CoRR
Walaa Eldin Moustafa, Angelika Kimmig, Amol Deshpande, Lise Getoor
2012 J jnl
A Temporal Pattern Search Algorithm for Personal History Event Visualization.
IEEE Trans. Knowl. Data Eng.
Taowei David Wang, Amol Deshpande, Ben Shneiderman
2012 J jnl
Bisimulation-based Approximate Lifted Inference
CoRR
Prithviraj Sen, Amol Deshpande, Lise Getoor
2012 J jnl
Efficient Snapshot Retrieval over Historical Graph Data
CoRR
Udayan Khurana, Amol Deshpande
2012 A* conf
Ego-centric Graph Pattern Census.
ICDE
Walaa Eldin Moustafa, Amol Deshpande, Lise Getoor
2012 — conf
Local structure and determinism in probabilistic databases.
SIGMOD Conference
Theodoros Rekatsinas, Amol Deshpande, Lise Getoor
2012 — conf
Managing large dynamic graphs efficiently.
SIGMOD Conference
Jayanta Mondal, Amol Deshpande
2012 J jnl
Parallel pipelined filter ordering with precedence constraints.
ACM Trans. Algorithms
Amol Deshpande, Lisa Hellerstein
2012 A* conf
Saving on cooling: the thermal scheduling problem.
SIGMETRICS
Koyel Mukherjee, Samir Khuller, Amol Deshpande
2012 J jnl
Spectrum access policy reasoning for policy-based cognitive radios.
Comput. Networks
Behnam Bahrak, Amol Deshpande, Jung-Min "Jerry" Park
2011 J jnl
A unified approach to ranking in probabilistic databases.
VLDB J.
Jian Li, Barna Saha, Amol Deshpande
2011 — conf
Declarative analysis of noisy information networks.
ICDE Workshops
Walaa Eldin Moustafa, Galileo Namata, Amol Deshpande, Lise Getoor
2011 J jnl
Energy Efficient Monitoring in Sensor Networks.
Algorithmica
Amol Deshpande, Samir Khuller, Azarakhsh Malekian, Mohammed Toossi
2011 J jnl
Lightweight Graphical Models for Selectivity Estimation Without Independence Assumptions.
Proc. VLDB Endow.
Kostas Tzoumas, Amol Deshpande, Christian S. Jensen
2011 A* conf
Maximizing Expected Utility for Stochastic Combinatorial Optimization Problems.
FOCS
Jian Li, Amol Deshpande
2011 — conf
Sensitivity analysis and explanations for robust query evaluation in probabilistic databases.
SIGMOD Conference
Bhargav Kanagal, Jian Li, Amol Deshpande
2010 A conf
Increasing representational power and scaling reasoning in probabilistic databases.
ICDT
Amol Deshpande
2010 — conf
Lineage processing over correlated probabilistic databases.
SIGMOD Conference
Bhargav Kanagal, Amol Deshpande
2010 A* conf
On Computing Compression Trees for Data Collection in Wireless Sensor Networks.
INFOCOM
Jian Li, Amol Deshpande, Samir Khuller
2010 J jnl
Ranking Continuous Probabilistic Datasets.
Proc. VLDB Endow.
Jian Li, Amol Deshpande
2010 J jnl
Read-Once Functions and Query Evaluation in Probabilistic Databases.
Proc. VLDB Endow.
Prithviraj Sen, Amol Deshpande, Lise Getoor
2010 — ed.
Scalable Uncertainty Management - 4th International Conference, SUM 2010, Toulouse, France, September 27-29, 2010. Proceedings
SUM
Amol Deshpande, Anthony Hunter
2010 J jnl
Sharing-Aware Horizontal Partitioning for Exploiting Correlations During Query Processing.
Proc. VLDB Endow.
Kostas Tzoumas, Amol Deshpande, Christian S. Jensen
2010 J jnl
Utility Maximization under Uncertainty
CoRR
Jian Li, Amol Deshpande
2009 J jnl
A Unified Approach to Ranking in Probabilistic Databases
CoRR
Jian Li, Barna Saha, Amol Deshpande
2009 J jnl
A Unified Approach to Ranking in Probabilistic Databases.
Proc. VLDB Endow.
Jian Li, Barna Saha, Amol Deshpande
2009 J jnl
Algorithms for distributional and adversarial pipelined filter ordering problems.
ACM Trans. Algorithms
Anne Condon, Amol Deshpande, Lisa Hellerstein, Ning Wu
2009 A conf
Bisimulation-based Approximate Lifted Inference.
UAI
Prithviraj Sen, Amol Deshpande, Lise Getoor
2009 A* conf
Consensus answers for queries over probabilistic databases.
PODS
Jian Li, Amol Deshpande
2009 — ch.
Data Compression in Sensor Networks.
Encyclopedia of Database Systems
Amol Deshpande
2009 A* conf
Efficient Query Evaluation over Temporally Correlated Probabilistic Streams.
ICDE
Bhargav Kanagal, Amol Deshpande
2009 — conf
Indexing correlated probabilistic databases.
SIGMOD Conference
Bhargav Kanagal, Amol Deshpande
2009 A* conf
Minimizing Communication Cost in Distributed Multi-query Processing.
ICDE
Jian Li, Amol Deshpande, Samir Khuller
2009 — ch.
Model-based Querying in Sensor Networks.
Encyclopedia of Database Systems
Amol Deshpande, Carlos Guestrin, Samuel Madden
2009 J jnl
On Computing Compression Trees for Data Collection in Sensor Networks
CoRR
Jian Li, Amol Deshpande, Samir Khuller
2009 — conf
PrDB: Managing Large-Scale Correlated Probabilistic Databases (Abstract).
SUM
Amol Deshpande
2009 J jnl
PrDB: managing and exploiting rich correlations in probabilistic databases.
VLDB J.
Prithviraj Sen, Amol Deshpande, Lise Getoor
2008 — conf
08421 Working Group: Classification, Representation and Modeling.
Uncertainty Management in Information Systems
Anish Das Sarma, Ander de Keijzer, Amol Deshpande, Peter J. Haas, Ihab F. Ilyas, Christoph Koch, Thomas Neumann, Dan Olteanu, Martin Theobald, Vasilis Vassalos
2008 — conf
08421 Working Group: Lineage/Provenance.
Uncertainty Management in Information Systems
Anish Das Sarma, Amol Deshpande, Thomas Hubauer, Ihab F. Ilyas, Birgitta König-Ries, Matthias Renz, Martin Theobald
2008 J jnl
Consensus Answers for Queries over Probabilistic Databases
CoRR
Jian Li, Amol Deshpande
2008 B conf
Energy Efficient Monitoring in Sensor Networks.
LATIN
Amol Deshpande, Samir Khuller, Azarakhsh Malekian, Mohammed Toossi
2008 J jnl
Exploiting shared correlations in probabilistic databases.
Proc. VLDB Endow.
Prithviraj Sen, Amol Deshpande, Lise Getoor
2008 A* conf
Flow Algorithms for Parallel Query Optimization.
ICDE
Amol Deshpande, Lisa Hellerstein
2008 A* conf
Network-Aware Join Processing in Global-Scale Database Federations.
ICDE
Xiaodan Wang, Randal C. Burns, Andreas Terzis, Amol Deshpande
2008 A* conf
Online Filtering, Smoothing and Probabilistic Modeling of Streaming data.
ICDE
Bhargav Kanagal, Amol Deshpande
2008 B conf
Predictive Modeling-Based Data Collection in Wireless Sensor Networks.
EWSN
Lidan Wang, Amol Deshpande
2007 — conf
A graph-based approach to vehicle tracking in traffic camera video streams.
DMSN
Hamid Haidarian Shahri, Galileo Namata, Saket Navlakha, Amol Deshpande, Nick Roussopoulos
2007 J jnl
Adaptive Query Processing.
Found. Trends Databases
Amol Deshpande, Zachary G. Ives, Vijayshankar Raman
2007 A* conf
Adaptive query processing: Why, How, When, and What Next?
VLDB
Zachary G. Ives, Amol Deshpande, Vijayshankar Raman
2007 J jnl
Data Management in the Worldwide Sensor Web.
IEEE Pervasive Comput.
Magdalena Balazinska, Amol Deshpande, Michael J. Franklin, Phillip B. Gibbons, Jim Gray, Mark H. Hansen, Michael Liebhold, Suman Nath, Alexander S. Szalay, Vincent Tao
2007 A* conf
Probabilistic Graphical Models and their Role in Databases.
VLDB
Amol Deshpande, Sunita Sarawagi
2007 — ed.
Proceedings of the 4th Workshop on Data Management for Sensor Networks, in conjunction with VLDB, DMSN 2007, Vienna, Austria, September 24, 2007
DMSN
Amol Deshpande, Qiong Luo
2007 J jnl
Report on the Fourth International Workshop on Data Management for Sensor Networks (DMSN 2007).
SIGMOD Rec.
Magdalena Balazinska, Amol Deshpande, Alexandros Labrinidis, Qiong Luo, Samuel Madden, Jun Yang
2007 — conf
Representing Tuple and Attribute Uncertainty in Probabilistic Databases.
ICDM Workshops
Prithviraj Sen, Amol Deshpande, Lise Getoor
2007 A* conf
Representing and Querying Correlated Tuples in Probabilistic Databases.
ICDE
Prithviraj Sen, Amol Deshpande
2006 — conf
Adaptive query processing: why, how, when, what next.
SIGMOD Conference
Amol Deshpande, Joseph M. Hellerstein, Vijayshankar Raman
2006 A* conf
Approximate Data Collection in Sensor Networks using Probabilistic Models.
ICDE
David Chu, Amol Deshpande, Joseph M. Hellerstein, Wei Hong
2006 A* conf
Flow algorithms for two pipelined filter ordering problems.
PODS
Anne Condon, Amol Deshpande, Lisa Hellerstein, Ning Wu
2006 — conf
MauveDB: supporting model-based user views in database systems.
SIGMOD Conference
Amol Deshpande, Samuel Madden
2005 A* conf
Exploiting Correlated Attributes in Acquisitional Query Processing.
ICDE
Amol Deshpande, Carlos Guestrin, Wei Hong, Samuel Madden
2005 J jnl
Model-based approximate querying in sensor networks.
VLDB J.
Amol Deshpande, Carlos Guestrin, Samuel Madden, Joseph M. Hellerstein, Wei Hong
2005 J jnl
Resource-Aware Wireless Sensor-Actuator Networks.
IEEE Data Eng. Bull.
Amol Deshpande, Carlos Guestrin, Samuel Madden
2005 A conf
Using Probabilistic Models for Data Management in Acquisitional Environments.
CIDR
Amol Deshpande, Carlos Guestrin, Samuel Madden
2004 J jnl
An initial study of overheads of eddies.
SIGMOD Rec.
Amol Deshpande
2004 A* conf
Lifting the Burden of History from Adaptive Query Processing.
VLDB
Amol Deshpande, Joseph M. Hellerstein
2004 A* conf
Model-Driven Data Acquisition in Sensor Networks.
VLDB
Amol Deshpande, Carlos Guestrin, Samuel Madden, Joseph M. Hellerstein, Wei Hong
2003 — conf
Cache-and-Query for Wide Area Sensor Databases.
SIGMOD Conference
Amol Deshpande, Suman Nath, Phillip B. Gibbons, Srinivasan Seshan
2003 A* conf
IrisNet: An Architecture for Internet-scale Sensing Services.
VLDB
Suman Nath, Amol Deshpande, Yan Ke, Phillip B. Gibbons, Brad Karp, Srinivasan Seshan
2003 — conf
IrisNet: Internet-scale Resource-Intensive Sensor Services.
SIGMOD Conference
Amol Deshpande, Suman Nath, Phillip B. Gibbons, Srinivasan Seshan
2003 J jnl
MobiCom poster: mining a world of smart sensors.
ACM SIGMOBILE Mob. Comput. Commun. Rev.
Suman Nath, Amol Deshpande, Phillip B. Gibbons, Srinivasan Seshan
2003 J jnl
TelegraphCQ: An Architectural Status Report.
IEEE Data Eng. Bull.
Sailesh Krishnamurthy, Sirish Chandrasekaran, Owen Cooper, Amol Deshpande, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong, Samuel Madden, Frederick Reiss, Mehul A. Shah
2003 A conf
TelegraphCQ: Continuous Dataflow Processing for an Uncertain World.
CIDR
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
2003 — conf
TelegraphCQ: Continuous Dataflow Processing.
SIGMOD Conference
Sirish Chandrasekaran, Owen Cooper, Amol Deshpande, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong, Sailesh Krishnamurthy, Samuel Madden, Frederick Reiss, Mehul A. Shah
2003 A* conf
Using State Modules for Adaptive Query Processing.
ICDE
Vijayshankar Raman, Amol Deshpande, Joseph M. Hellerstein
2002 A* conf
Decoupled Query Optimization for Federated Database Systems.
ICDE
Amol Deshpande, Joseph M. Hellerstein
2001 A conf
Efficient Stepwise Selection in Decomposable Models.
UAI
Amol Deshpande, Minos N. Garofalakis, Michael I. Jordan
2001 — conf
Independence is Good: Dependency-Based Histogram Synopses for High-Dimensional Data.
SIGMOD Conference
Amol Deshpande, Minos N. Garofalakis, Rajeev Rastogi
2000 J jnl
Adaptive Query Processing: Technology in Evolution.
IEEE Data Eng. Bull.
Joseph M. Hellerstein, Michael J. Franklin, Sirish Chandrasekaran, Amol Deshpande, Kris Hildrum, Samuel Madden, Vijayshankar Raman, Mehul A. Shah