Olga Papaemmanouil

54 papers A* 5A 5B 1Journal 20Unranked 22
YearRankTypeTitle / Venue / Authors
2022 J jnl
Multi-agent Databases via Independent Learning.
CoRR
Chi Zhang, Olga Papaemmanouil, Josiah Hanna
2021 J jnl
ML-In-Databases: Assessment and Prognosis.
IEEE Data Eng. Bull.
Tim Kraska, Umar Farooq Minhas, Thomas Neumann, Olga Papaemmanouil, Jignesh M. Patel, Christopher Ré, Michael Stonebraker
2020 — conf
Buffer Pool Aware Query Scheduling via Deep Reinforcement Learning.
AIDB@VLDB
Chi Zhang, Ryan Marcus, Anat Kleiman, Olga Papaemmanouil
2020 J jnl
Buffer Pool Aware Query Scheduling via Deep Reinforcement Learning.
CoRR
Chi Zhang, Ryan Marcus, Anat Kleiman, Olga Papaemmanouil
2019 J jnl
Big Data Exploration, Visualization and Analytics.
Big Data Res.
Nikos Bikakis, George Papastefanatos, Olga Papaemmanouil
2019 J jnl
Flexible Operator Embeddings via Deep Learning.
CoRR
Ryan Marcus, Olga Papaemmanouil
2019 J jnl
NashDB: Fragmentation, Replication, and Provisioning using Economic Methods.
Proc. VLDB Endow.
Ryan Marcus, Chi Zhang, Shuai Yu, Geoffrey Kao, Olga Papaemmanouil
2019 J jnl
Neo: A Learned Query Optimizer.
CoRR
Ryan Marcus, Parimarjan Negi, Hongzi Mao, Chi Zhang, Mohammad Alizadeh, Tim Kraska, Olga Papaemmanouil, Nesime Tatbul
2019 J jnl
Neo: A Learned Query Optimizer.
Proc. VLDB Endow.
Ryan Marcus, Parimarjan Negi, Hongzi Mao, Chi Zhang, Mohammad Alizadeh, Tim Kraska, Olga Papaemmanouil, Nesime Tatbul
2019 J jnl
Plan-Structured Deep Neural Network Models for Query Performance Prediction.
CoRR
Ryan Marcus, Olga Papaemmanouil
2019 J jnl
Plan-Structured Deep Neural Network Models for Query Performance Prediction.
Proc. VLDB Endow.
Ryan Marcus, Olga Papaemmanouil
2019 A conf
Towards a Hands-Free Query Optimizer through Deep Learning.
CIDR
Ryan Marcus, Olga Papaemmanouil
2018 — conf
Deep Reinforcement Learning for Join Order Enumeration.
aiDM@SIGMOD
Ryan Marcus, Olga Papaemmanouil
2018 J jnl
Deep Reinforcement Learning for Join Order Enumeration.
CoRR
Ryan Marcus, Olga Papaemmanouil
2018 — conf
NashDB: An End-to-End Economic Method for Elastic Database Fragmentation, Replication, and Provisioning.
SIGMOD Conference
Ryan Marcus, Olga Papaemmanouil, Sofiya Semenova, Solomon Garber
2018 J jnl
Towards a Hands-Free Query Optimizer through Deep Learning.
CoRR
Ryan Marcus, Olga Papaemmanouil
2017 A* conf
A Learning-Based Service for Cost and Performance Management of Cloud Databases.
ICDE
Ryan Marcus, Sofiya Semenova, Olga Papaemmanouil
2017 A conf
Releasing Cloud Databases for the Chains of Performance Prediction Models.
CIDR
Ryan Marcus, Olga Papaemmanouil
2016 J jnl
AIDE: An Active Learning-Based Approach for Interactive Data Exploration.
IEEE Trans. Knowl. Data Eng.
Kyriaki Dimitriadou, Olga Papaemmanouil, Yanlei Diao
2016 — conf
CourseNavigator: interactive learning path exploration.
ExploreDB@SIGMOD/PODS
Zhan Li, Olga Papaemmanouil, Georgia Koutrika
2016 J jnl
Interactive Data Exploration via Machine Learning Models.
IEEE Data Eng. Bull.
Olga Papaemmanouil, Yanlei Diao, Kyriaki Dimitriadou, Liping Peng
2016 A conf
OptMark: A Toolkit for Benchmarking Query Optimizers.
CIKM
Zhan Li, Olga Papaemmanouil, Mitch Cherniack
2016 J jnl
OptMark: A Toolkit for Benchmarking Query Optimizers.
CoRR
Zhan Li, Olga Papaemmanouil, Mitch Cherniack
2016 J jnl
WiSeDB: A Learning-based Workload Management Advisor for Cloud Databases.
CoRR
Ryan Marcus, Olga Papaemmanouil
2016 J jnl
WiSeDB: A Learning-based Workload Management Advisor for Cloud Databases.
Proc. VLDB Endow.
Ryan Marcus, Olga Papaemmanouil
2016 — conf
Workload management for cloud databases via machine learning.
ICDE Workshops
Ryan Marcus, Olga Papaemmanouil
2015 J jnl
AIDE: An Automated Sample-based Approach for Interactive Data Exploration.
CoRR
Kyriaki Dimitriadou, Olga Papaemmanouil, Yanlei Diao
2015 J jnl
AIDE: An Automatic User Navigation System for Interactive Data Exploration.
Proc. VLDB Endow.
Yanlei Diao, Kyriaki Dimitriadou, Zhan Li, Wenzhao Liu, Olga Papaemmanouil, Kemi Peng, Liping Peng
2015 — conf
Overview of Data Exploration Techniques.
SIGMOD Conference
Stratos Idreos, Olga Papaemmanouil, Surajit Chaudhuri
2015 — conf
Skew-Aware Join Optimization for Array Databases.
SIGMOD Conference
Jennie Duggan, Olga Papaemmanouil, Leilani Battle, Michael Stonebraker
2015 A conf
XCloud: Extensible Performance Management for Cloud Data Services.
CIDR
Olga Papaemmanouil
2014 B conf
Contender: A Resource Modeling Approach for Concurrent Query Performance Prediction.
EDBT
Jennie Duggan, Olga Papaemmanouil, Ugur Çetintemel, Eli Upfal
2014 A* conf
Devel-op: An optimizer development environment.
ICDE
Zhibo Peng, Mitch Cherniack, Olga Papaemmanouil
2014 — conf
Explore-by-example: an automatic query steering framework for interactive data exploration.
SIGMOD Conference
Kyriaki Dimitriadou, Olga Papaemmanouil, Yanlei Diao
2014 — conf
Interactive data exploration based on user relevance feedback.
ICDE Workshops
Kyriaki Dimitriadou, Olga Papaemmanouil, Yanlei Diao
2014 — conf
SLA-driven workload management for cloud databases.
ICDE Workshops
Dimokritos Stamatakis, Olga Papaemmanouil
2013 A conf
Query Steering for Interactive Data Exploration.
CIDR
Ugur Çetintemel, Mitch Cherniack, Justin A. DeBrabant, Yanlei Diao, Kyriaki Dimitriadou, Alexander Kalinin, Olga Papaemmanouil, Stanley B. Zdonik
2013 J jnl
SciDB DBMS Research at M.I.T.
IEEE Data Eng. Bull.
Michael Stonebraker, Jennie Duggan, Leilani Battle, Olga Papaemmanouil
2012 — conf
Supporting Extensible Performance SLAs for Cloud Databases.
ICDE Workshops
Olga Papaemmanouil
2011 — conf
Performance prediction for concurrent database workloads.
SIGMOD Conference
Jennie Duggan, Ugur Çetintemel, Olga Papaemmanouil, Eli Upfal
2010 — conf
A development environment for query optimizers.
DBTest
Olga Papaemmanouil, Nga Tran, Mitch Cherniack
2010 — conf
A generic auto-provisioning framework for cloud databases.
ICDE Workshops
Jennie Rogers, Olga Papaemmanouil, Ugur Çetintemel
2009 — —
An Extensible Overlay Infrastructure for Wide-Area Stream Processing and Dissemination.
Olga Papaemmanouil
2009 A* conf
Supporting Generic Cost Models for Wide-Area Stream Processing.
ICDE
Olga Papaemmanouil, Ugur Çetintemel, John Jannotti
2008 — conf
Adaptive in-network query deployment for shared stream processing environments.
ICDE Workshops
Olga Papaemmanouil, Sujoy Basu, Sujata Banerjee
2008 A* conf
Simultaneous Equation Systems for Query Processing on Continuous-Time Data Streams.
ICDE
Yanif Ahmad, Olga Papaemmanouil, Ugur Çetintemel, Jennie Rogers
2006 — conf
Application-aware Overlay Networks for Data Dissemination.
ICDE Workshops
Olga Papaemmanouil, Yanif Ahmad, Ugur Çetintemel, John Jannotti
2006 — conf
Extensible optimization in overlay dissemination trees.
SIGMOD Conference
Olga Papaemmanouil, Yanif Ahmad, Ugur Çetintemel, John Jannotti, Yenel Yildirim
2006 — conf
XPORT: extensible profile-driven overlay routing trees.
SIGMOD Conference
Olga Papaemmanouil, Yanif Ahmad, Ugur Çetintemel, John Jannotti, Yenel Yildirim
2005 — conf
Distributed operation in the Borealis stream processing engine.
SIGMOD Conference
Yanif Ahmad, Bradley Berg, Ugur Çetintemel, Mark Humphrey, Jeong-Hyon Hwang, Anjali Jhingran, Anurag Maskey, Olga Papaemmanouil, Alex Rasin, Nesime Tatbul, Wenjuan Xing, Ying Xing, Stanley B. Zdonik
2005 A* conf
SemCast: Semantic Multicast for Content-based Data Dissemination.
ICDE
Olga Papaemmanouil, Ugur Çetintemel
2004 — conf
Semantic Multicast for Content-based Stream Dissemination.
WebDB
Olga Papaemmanouil, Ugur Çetintemel
2001 — conf
A Recommender System for Online Shopping Based on Past Customer Behaviour.
Bled eConference
Georgios I. Doukidis, Olga Papaemmanouil, Katherine C. Pramataris, George Prassas
2001 — conf
Dynamic Recommendations in Internet Retailing.
ECIS
George Prassas, Katherine C. Pramataris, Olga Papaemmanouil