Olga Papaemmanouil

Josiah Hanna

CoRR, 2022

2021

ML-In-Databases: Assessment and Prognosis.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2021

2020

Buffer Pool Aware Query Scheduling via Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the AIDB@VLDB 2020, 2020

2019

NashDB: Fragmentation, Replication, and Provisioning using Economic Methods.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

Plan-Structured Deep Neural Network Models for Query Performance Prediction.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

Neo: A Learned Query Optimizer.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

Flexible Operator Embeddings via Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Big Data Exploration, Visualization and Analytics.

[BibT_eX]

[DOI]

Nikos Bikakis

George Papastefanatos

Big Data Res., 2019

Towards a Hands-Free Query Optimizer through Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 9th Biennial Conference on Innovative Data Systems Research, 2019

2018

NashDB: An End-to-End Economic Method for Elastic Database Fragmentation, Replication, and Provisioning.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Management of Data, 2018

Deep Reinforcement Learning for Join Order Enumeration.

[BibT_eX]

[DOI]

Proceedings of the First International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, 2018

2017

A Learning-Based Service for Cost and Performance Management of Cloud Databases.

[BibT_eX]

[DOI]

Sofiya Semenova

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

Releasing Cloud Databases for the Chains of Performance Prediction Models.

[BibT_eX]

[DOI]

Proceedings of the 8th Biennial Conference on Innovative Data Systems Research, 2017

2016

AIDE: An Active Learning-Based Approach for Interactive Data Exploration.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

WiSeDB: A Learning-based Workload Management Advisor for Cloud Databases.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2016

Interactive Data Exploration via Machine Learning Models.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2016

CourseNavigator: interactive learning path exploration.

[BibT_eX]

[DOI]

Zhan Li

Georgia Koutrika

Proceedings of the Third International Workshop on Exploratory Search in Databases and the Web, 2016

Workload management for cloud databases via machine learning.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Data Engineering Workshops, 2016

OptMark: A Toolkit for Benchmarking Query Optimizers.

[BibT_eX]

[DOI]

Zhan Li

Mitch Cherniack

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

AIDE: An Automatic User Navigation System for Interactive Data Exploration.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

AIDE: An Automated Sample-based Approach for Interactive Data Exploration.

[BibT_eX]

[DOI]

CoRR, 2015

Overview of Data Exploration Techniques.

[BibT_eX]

[DOI]

Stratos Idreos

Surajit Chaudhuri

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Skew-Aware Join Optimization for Array Databases.

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

XCloud: Extensible Performance Management for Cloud Data Services.

[BibT_eX]

[DOI]

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

2014

Explore-by-example: an automatic query steering framework for interactive data exploration.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

SLA-driven workload management for cloud databases.

[BibT_eX]

[DOI]

Dimokritos Stamatakis

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

Devel-op: An optimizer development environment.

[BibT_eX]

[DOI]

Zhibo Peng

Mitch Cherniack

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

Interactive data exploration based on user relevance feedback.

[BibT_eX]

[DOI]

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

Contender: A Resource Modeling Approach for Concurrent Query Performance Prediction.

[BibT_eX]

[DOI]

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

2013

SciDB DBMS Research at M.I.T.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2013

Query Steering for Interactive Data Exploration.

[BibT_eX]

[DOI]

Proceedings of the Sixth Biennial Conference on Innovative Data Systems Research, 2013

2012

Supporting Extensible Performance SLAs for Cloud Databases.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the IEEE 28th International Conference on Data Engineering, 2012

2011

Performance prediction for concurrent database workloads.

[BibT_eX]

[DOI]

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

2010

A development environment for query optimizers.

[BibT_eX]

[DOI]

Nga Tran

Mitch Cherniack

Proceedings of the Third International Workshop on Testing Database Systems, 2010

A generic auto-provisioning framework for cloud databases.

[BibT_eX]

[DOI]

Jennie Rogers

Proceedings of the Workshops Proceedings of the 26th International Conference on Data Engineering, 2010

2009

An Extensible Overlay Infrastructure for Wide-Area Stream Processing and Dissemination.

[BibT_eX]

[DOI]

PhD thesis, 2009

Supporting Generic Cost Models for Wide-Area Stream Processing.

[BibT_eX]

[DOI]

John Jannotti

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

2008

Adaptive in-network query deployment for shared stream processing environments.

[BibT_eX]

[DOI]

Sujoy Basu

Sujata Banerjee

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

Simultaneous Equation Systems for Query Processing on Continuous-Time Data Streams.

[BibT_eX]

[DOI]

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

2006

XPORT: extensible profile-driven overlay routing trees.

[BibT_eX]

[DOI]

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

Extensible optimization in overlay dissemination trees.

[BibT_eX]

[DOI]

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

Application-aware Overlay Networks for Data Dissemination.

[BibT_eX]

[DOI]

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

2005

Distributed operation in the Borealis stream processing engine.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

SemCast: Semantic Multicast for Content-based Data Dissemination.

[BibT_eX]

[DOI]

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

2004

Semantic Multicast for Content-based Stream Dissemination.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Workshop on the Web and Databases, 2004

2001

Dynamic Recommendations in Internet Retailing.

[BibT_eX]

[DOI]

George Prassas

Katherine C. Pramataris

Proceedings of the 9th European Conference on Information Systems, 2001

A Recommender System for Online Shopping Based on Past Customer Behaviour.

[BibT_eX]

[DOI]

Georgios I. Doukidis