Amol Deshpande

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

ProvDB: Lifecycle Management of Collaborative Analysis Workflows.

[BibT_eX]

[DOI]

Hui Miao

Amit Chavan

Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics, 2017

DEX: Query Execution in a Delta-based Storage System.

[BibT_eX]

[DOI]

Amit Chavan

Konstantinos Xirogiannopoulos

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

On Model Discovery For Hosted Data Science Projects.

[BibT_eX]

[DOI]

Proceedings of the 1st Workshop on Data Management for End-to-End Machine Learning, 2017

Catching Worms, Trojan Horses and PUPs: Unsupervised Detection of Silent Delivery Campaigns.

[BibT_eX]

[DOI]

Proceedings of the 24th Annual Network and Distributed System Security Symposium, 2017

Parallel SPARQL Query Optimization.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

ModelHub: Deep Learning Lifecycle Management.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Towards Unified Data and Lifecycle Management for Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

GraphGen: Adaptive Graph Processing using Relational Databases.

[BibT_eX]

[DOI]

Virinchi Srinivas

Proceedings of the Fifth International Workshop on Graph Data-management Experiences & Systems, 2017

RStore: efficient multiversion document management in the cloud.

[BibT_eX]

[DOI]

Souvik Bhattacherjee

Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017

2016

NScale: neighborhood-centric large-scale graph analytics in the cloud.

[BibT_eX]

[DOI]

Jimmy Lin

VLDB J., 2016

Approximation Algorithms for Stochastic Submodular Set Cover with Applications to Boolean Function Evaluation and Min-Knapsack.

[BibT_eX]

[DOI]

Devorah Kletenik

ACM Trans. Algorithms, 2016

Decibel: The Relational Dataset Branching System.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2016

ModelHub: Towards Unified Data and Lifecycle Management for Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2016

ProvDB: A System for Lifecycle Management of Collaborative Analysis Workflows.

[BibT_eX]

[DOI]

Hui Miao

Amit Chavan

CoRR, 2016

Big Graph Analytics Systems.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Management of Data, 2016

SourceSight: Enabling Effective Source Selection.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Management of Data, 2016

NScaleSpark: subgraph-centric graph analytics on Apache Spark.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM SIGMOD Workshop on Network Data Analytics, 2016

Storing and Analyzing Historical Graph Data at Scale.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Extending Database Technology, 2016

CASQD: continuous detection of activity-based subgraph pattern queries on dynamic graphs.

[BibT_eX]

[DOI]

Konstantinos Xirogiannopoulos

Proceedings of the 10th ACM International Conference on Distributed and Event-based Systems, 2016

2015

GraphGen: Exploring Interesting Graphs in Relational Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

Collaborative Data Analytics with DataHub.

[BibT_eX]

[DOI]

Harihar Subramanyam

Eugene Wu

Rebecca Zhang

Proc. VLDB Endow., 2015

CrowdGather: Entity Extraction over Structured Domains.

[BibT_eX]

[DOI]

CoRR, 2015

Towards a Unified Query Language for Provenance and Versioning.

[BibT_eX]

[DOI]

Proceedings of the 7th USENIX Workshop on the Theory and Practice of Provenance, 2015

DataHub: Collaborative Data Science & Dataset Version Management at Scale.

[BibT_eX]

[DOI]

Proceedings of the Seventh Biennial Conference on Innovative Data Systems Research, 2015

2014

Stream Querying and Reasoning on Social Data.

[BibT_eX]

[DOI]

Encyclopedia of Social Network Analysis and Mining, 2014

SWORD: workload-aware data placement and replica selection for cloud data management systems.

[BibT_eX]

[DOI]

VLDB J., 2014

NScale: Neighborhood-centric Analytics on Large Graphs.

[BibT_eX]

[DOI]

Jimmy Lin

Proc. VLDB Endow., 2014

VERTEXICA: Your Relational Friend for Graph Analytics!

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2014

PStore: an efficient storage framework for managing scientific data.

[BibT_eX]

[DOI]

Souvik Bhattacherjee

Alan Sussman

Proceedings of the Conference on Scientific and Statistical Database Management, 2014

Approximation Algorithms for Stochastic Boolean Function Evaluation and Stochastic Submodular Set Cover.

[BibT_eX]

[DOI]

Devorah Kletenik

Proceedings of the Twenty-Fifth Annual ACM-SIAM Symposium on Discrete Algorithms, 2014

EAGr: supporting continuous ego-centric aggregate queries over large dynamic graphs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

Subgraph pattern matching over uncertain graphs with identity linkage uncertainty.

[BibT_eX]

[DOI]

Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Optimization Techniques for "Scaling Down" Hadoop on Multi-Core, Shared-Memory Systems.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Extending Database Technology, 2014

2013

Efficiently adapting graphical models for selectivity estimation.

[BibT_eX]

[DOI]

Kostas Tzoumas

Christian S. Jensen

VLDB J., 2013

A SPARSI: Partitioning Sensitive Data amongst Multiple Adversaries.

[BibT_eX]

[DOI]

Ashwin Machanavajjhala

Proc. VLDB Endow., 2013

Hone: "Scaling Down" Hadoop on Shared-Memory Systems.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2013

On Sharing Private Data with Multiple Non-Colluding Adversaries

[BibT_eX]

[DOI]

Ashwin Machanavajjhala

CoRR, 2013

Data Placement and Replica Selection for Improving Co-location in Distributed Environments

[BibT_eX]

[DOI]

K. Ashwin Kumar

CoRR, 2013

GRDB: a system for declarative and interactive analysis of noisy information networks.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

HiNGE: enabling temporal network analytics at scale.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Algorithms for the Thermal Scheduling Problem.

[BibT_eX]

[DOI]

Koyel Mukherjee

Proceedings of the 27th IEEE International Symposium on Parallel and Distributed Processing, 2013

An Integer Programming Approach to Temporal Pattern Matching Queries.

[BibT_eX]

[DOI]

Megan Monroe

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

Efficient snapshot retrieval over historical graph data.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

SWORD: scalable workload-aware data placement for transactional workloads.

[BibT_eX]

[DOI]

K. Ashwin Kumar

Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

2012

A Temporal Pattern Search Algorithm for Personal History Event Visualization.

[BibT_eX]

[DOI]

Taowei David Wang

Ben Shneiderman

IEEE Trans. Knowl. Data Eng., 2012

Parallel pipelined filter ordering with precedence constraints.

[BibT_eX]

[DOI]

ACM Trans. Algorithms, 2012

Spectrum access policy reasoning for policy-based cognitive radios.

[BibT_eX]

[DOI]

Behnam Bahrak

Jung-Min "Jerry" Park

Comput. Networks, 2012

Local structure and determinism in probabilistic databases.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

Managing large dynamic graphs efficiently.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

Saving on cooling: the thermal scheduling problem.

[BibT_eX]

[DOI]

Koyel Mukherjee

Proceedings of the ACM SIGMETRICS/PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, 2012

Ego-centric Graph Pattern Census.

[BibT_eX]

[DOI]

Walaa Eldin Moustafa

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

2011

Lightweight Graphical Models for Selectivity Estimation Without Independence Assumptions.

[BibT_eX]

[DOI]

Kostas Tzoumas

Christian S. Jensen

Proc. VLDB Endow., 2011

Energy Efficient Monitoring in Sensor Networks.

[BibT_eX]

[DOI]

Algorithmica, 2011

Sensitivity analysis and explanations for robust query evaluation in probabilistic databases.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Declarative analysis of noisy information networks.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 27th International Conference on Data Engineering, 2011

2010

Sharing-Aware Horizontal Partitioning for Exploiting Correlations During Query Processing.

[BibT_eX]

[DOI]

Kostas Tzoumas

Christian S. Jensen

Proc. VLDB Endow., 2010

Read-Once Functions and Query Evaluation in Probabilistic Databases.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2010

Ranking Continuous Probabilistic Datasets.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2010

Utility Maximization under Uncertainty

[BibT_eX]

[DOI]

CoRR, 2010

Lineage processing over correlated probabilistic databases.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

On Computing Compression Trees for Data Collection in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

Increasing representational power and scaling reasoning in probabilistic databases.

[BibT_eX]

[DOI]

Proceedings of the Database Theory, 2010

2009

Model-based Querying in Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

Data Compression in Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

PrDB: managing and exploiting rich correlations in probabilistic databases.

[BibT_eX]

[DOI]

VLDB J., 2009

Algorithms for distributional and adversarial pipelined filter ordering problems.

[BibT_eX]

[DOI]

ACM Trans. Algorithms, 2009

A Unified Approach to Ranking in Probabilistic Databases.

[BibT_eX]

[DOI]

Barna Saha

Proc. VLDB Endow., 2009

On Computing Compression Trees for Data Collection in Sensor Networks

[BibT_eX]

[DOI]

CoRR, 2009

Bisimulation-based Approximate Lifted Inference.

[BibT_eX]

[DOI]

Proceedings of the UAI 2009, 2009

PrDB: Managing Large-Scale Correlated Probabilistic Databases (Abstract).

[BibT_eX]

[DOI]

Proceedings of the Scalable Uncertainty Management, Third International Conference, 2009

Indexing correlated probabilistic databases.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Consensus answers for queries over probabilistic databases.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eigth ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, 2009

Minimizing Communication Cost in Distributed Multi-query Processing.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Data Engineering, 2009

Efficient Query Evaluation over Temporally Correlated Probabilistic Streams.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Data Engineering, 2009

2008

Exploiting shared correlations in probabilistic databases.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2008

Network-Aware Join Processing in Global-Scale Database Federations.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

Online Filtering, Smoothing and Probabilistic Modeling of Streaming data.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

Flow Algorithms for Parallel Query Optimization.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

Predictive Modeling-Based Data Collection in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Lidan Wang

Proceedings of the Wireless Sensor Networks, 5th European Conference, 2008

08421 Working Group: Classification, Representation and Modeling.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty Management in Information Systems, 12.10. - 17.10.2008, 2008

08421 Working Group: Lineage/Provenance.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty Management in Information Systems, 12.10. - 17.10.2008, 2008

2007

Report on the Fourth International Workshop on Data Management for Sensor Networks (DMSN 2007).

[BibT_eX]

[DOI]

Magdalena Balazinska

Alexandros Labrinidis

Qiong Luo

Jun Yang

SIGMOD Rec., 2007

Data Management in the Worldwide Sensor Web.

[BibT_eX]

[DOI]

IEEE Pervasive Comput., 2007

Adaptive Query Processing.

[BibT_eX]

[DOI]

Zachary G. Ives

Found. Trends Databases, 2007

Adaptive query processing: Why, How, When, and What Next?

[BibT_eX]

[DOI]

Zachary G. Ives

Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Probabilistic Graphical Models and their Role in Databases.

[BibT_eX]

[DOI]

Sunita Sarawagi

Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Representing Tuple and Attribute Uncertainty in Probabilistic Databases.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Representing and Querying Correlated Tuples in Probabilistic Databases.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Data Engineering, 2007

A graph-based approach to vehicle tracking in traffic camera video streams.

[BibT_eX]

[DOI]

Hamid Haidarian Shahri

Proceedings of the 4th Workshop on Data Management for Sensor Networks, 2007

2006

MauveDB: supporting model-based user views in database systems.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

Adaptive query processing: why, how, when, what next.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

Flow algorithms for two pipelined filter ordering problems.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 2006

Approximate Data Collection in Sensor Networks using Probabilistic Models.

[BibT_eX]

[DOI]

David Chu

Proceedings of the 22nd International Conference on Data Engineering, 2006

2005

Model-based approximate querying in sensor networks.

[BibT_eX]

[DOI]

VLDB J., 2005

Resource-Aware Wireless Sensor-Actuator Networks.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2005

Exploiting Correlated Attributes in Acquisitional Query Processing.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Data Engineering, 2005

Using Probabilistic Models for Data Management in Acquisitional Environments.

[BibT_eX]

[DOI]

Proceedings of the Second Biennial Conference on Innovative Data Systems Research, 2005

2004

An initial study of overheads of eddies.

[BibT_eX]

[DOI]

SIGMOD Rec., 2004

Lifting the Burden of History from Adaptive Query Processing.

[BibT_eX]

[DOI]

Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

Model-Driven Data Acquisition in Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

2003

MobiCom poster: mining a world of smart sensors.

[BibT_eX]

[DOI]

ACM SIGMOBILE Mob. Comput. Commun. Rev., 2003

TelegraphCQ: An Architectural Status Report.

[BibT_eX]

[DOI]

Sailesh Krishnamurthy

Owen Cooper

IEEE Data Eng. Bull., 2003

IrisNet: An Architecture for Internet-scale Sensing Services.

[BibT_eX]

[DOI]

Proceedings of 29th International Conference on Very Large Data Bases, 2003

IrisNet: Internet-scale Resource-Intensive Sensor Services.

[BibT_eX]

[DOI]

Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003

Cache-and-Query for Wide Area Sensor Databases.

[BibT_eX]

[DOI]

Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003

TelegraphCQ: Continuous Dataflow Processing.

[BibT_eX]

[DOI]

Owen Cooper

Sailesh Krishnamurthy

Frederick Reiss

Mehul A. Shah

Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003

Using State Modules for Adaptive Query Processing.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Data Engineering, 2003

TelegraphCQ: Continuous Dataflow Processing for an Uncertain World.

[BibT_eX]

[DOI]

Owen Cooper

Sailesh Krishnamurthy

Proceedings of the First Biennial Conference on Innovative Data Systems Research, 2003

2002

Decoupled Query Optimization for Federated Database Systems.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002

2001

Efficient Stepwise Selection in Decomposable Models.

[BibT_eX]

[DOI]

Minos N. Garofalakis

Michael I. Jordan

Proceedings of the UAI '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, 2001

Independence is Good: Dependency-Based Histogram Synopses for High-Dimensional Data.

[BibT_eX]

[DOI]

Minos N. Garofalakis

Rajeev Rastogi

Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001

2000

Adaptive Query Processing: Technology in Evolution.

[BibT_eX]

[DOI]