Olga Papaemmanouil

Publication Activity (10 Years)

Years Active: 2001-2022
Publications (10 Years): 26

Top Topics

Active Learning

Query Performance Prediction

Query Optimizer

Top Venues

Proc. VLDB Endow.

SIGMOD Conference

Publications

Chi Zhang, Olga Papaemmanouil, Josiah Hanna
Multi-agent Databases via Independent Learning. CoRR (2022)
Tim Kraska, Umar Farooq Minhas, Thomas Neumann, Olga Papaemmanouil, Jignesh M. Patel, Christopher Ré, Michael Stonebraker
ML-In-Databases: Assessment and Prognosis. IEEE Data Eng. Bull. 44 (1) (2021)
Chi Zhang, Ryan C. Marcus, Anat Kleiman, Olga Papaemmanouil
Buffer Pool Aware Query Scheduling via Deep Reinforcement Learning. AIDB@VLDB (2020)
Chi Zhang, Ryan Marcus, Anat Kleiman, Olga Papaemmanouil
Buffer Pool Aware Query Scheduling via Deep Reinforcement Learning. CoRR (2020)
Ryan C. Marcus, Parimarjan Negi, Hongzi Mao, Chi Zhang, Mohammad Alizadeh, Tim Kraska, Olga Papaemmanouil, Nesime Tatbul
Neo: A Learned Query Optimizer. Proc. VLDB Endow. 12 (11) (2019)
Nikos Bikakis, George Papastefanatos, Olga Papaemmanouil
Big Data Exploration, Visualization and Analytics. Big Data Res. 18 (2019)
Ryan Marcus, Olga Papaemmanouil
Flexible Operator Embeddings via Deep Learning. CoRR (2019)
Ryan Marcus, Chi Zhang, Shuai Yu, Geoffrey Kao, Olga Papaemmanouil
NashDB: Fragmentation, Replication, and Provisioning using Economic Methods. Proc. VLDB Endow. 12 (12) (2019)
Ryan C. Marcus, Olga Papaemmanouil
Plan-Structured Deep Neural Network Models for Query Performance Prediction. Proc. VLDB Endow. 12 (11) (2019)
Ryan Marcus, Olga Papaemmanouil
Plan-Structured Deep Neural Network Models for Query Performance Prediction. CoRR (2019)
Ryan Marcus, Parimarjan Negi, Hongzi Mao, Chi Zhang, Mohammad Alizadeh, Tim Kraska, Olga Papaemmanouil, Nesime Tatbul
Neo: A Learned Query Optimizer. CoRR (2019)
Ryan Marcus, Olga Papaemmanouil
Towards a Hands-Free Query Optimizer through Deep Learning. CIDR (2019)
Ryan Marcus, Olga Papaemmanouil
Deep Reinforcement Learning for Join Order Enumeration. CoRR (2018)
Ryan Marcus, Olga Papaemmanouil, Sofiya Semenova, Solomon Garber
NashDB: An End-to-End Economic Method for Elastic Database Fragmentation, Replication, and Provisioning. SIGMOD Conference (2018)
Ryan Marcus, Olga Papaemmanouil
Deep Reinforcement Learning for Join Order Enumeration. aiDM@SIGMOD (2018)
Ryan Marcus, Olga Papaemmanouil
Towards a Hands-Free Query Optimizer through Deep Learning. CoRR (2018)
Ryan Marcus, Olga Papaemmanouil
Releasing Cloud Databases for the Chains of Performance Prediction Models. CIDR (2017)
Ryan Marcus, Sofiya Semenova, Olga Papaemmanouil
A Learning-Based Service for Cost and Performance Management of Cloud Databases. ICDE (2017)
Ryan Marcus, Olga Papaemmanouil
WiSeDB: A Learning-based Workload Management Advisor for Cloud Databases. CoRR (2016)
Ryan Marcus, Olga Papaemmanouil
WiSeDB: A Learning-based Workload Management Advisor for Cloud Databases. Proc. VLDB Endow. 9 (10) (2016)
Zhan Li, Olga Papaemmanouil, Georgia Koutrika
CourseNavigator: interactive learning path exploration. ExploreDB@SIGMOD/PODS (2016)
Olga Papaemmanouil, Yanlei Diao, Kyriaki Dimitriadou, Liping Peng
Interactive Data Exploration via Machine Learning Models. IEEE Data Eng. Bull. 39 (4) (2016)
Ryan Marcus, Olga Papaemmanouil
Workload management for cloud databases via machine learning. ICDE Workshops (2016)
Zhan Li, Olga Papaemmanouil, Mitch Cherniack
OptMark: A Toolkit for Benchmarking Query Optimizers. CIKM (2016)
Zhan Li, Olga Papaemmanouil, Mitch Cherniack
OptMark: A Toolkit for Benchmarking Query Optimizers. CoRR (2016)
Kyriaki Dimitriadou, Olga Papaemmanouil, Yanlei Diao
AIDE: An Active Learning-Based Approach for Interactive Data Exploration. IEEE Trans. Knowl. Data Eng. 28 (11) (2016)
Olga Papaemmanouil
XCloud: Extensible Performance Management for Cloud Data Services. CIDR (2015)
Jennie Duggan, Olga Papaemmanouil, Leilani Battle, Michael Stonebraker
Skew-Aware Join Optimization for Array Databases. SIGMOD Conference (2015)
Kyriaki Dimitriadou, Olga Papaemmanouil, Yanlei Diao
AIDE: An Automated Sample-based Approach for Interactive Data Exploration. CoRR (2015)
Stratos Idreos, Olga Papaemmanouil, Surajit Chaudhuri
Overview of Data Exploration Techniques. SIGMOD Conference (2015)
Yanlei Diao, Kyriaki Dimitriadou, Zhan Li, Wenzhao Liu, Olga Papaemmanouil, Kemi Peng, Liping Peng
AIDE: An Automatic User Navigation System for Interactive Data Exploration. Proc. VLDB Endow. 8 (12) (2015)
Dimokritos Stamatakis, Olga Papaemmanouil
SLA-driven workload management for cloud databases. ICDE Workshops (2014)
Kyriaki Dimitriadou, Olga Papaemmanouil, Yanlei Diao
Interactive data exploration based on user relevance feedback. ICDE Workshops (2014)
Kyriaki Dimitriadou, Olga Papaemmanouil, Yanlei Diao
Explore-by-example: an automatic query steering framework for interactive data exploration. SIGMOD Conference (2014)
Jennie Duggan, Olga Papaemmanouil, Ugur Çetintemel, Eli Upfal
Contender: A Resource Modeling Approach for Concurrent Query Performance Prediction. EDBT (2014)
Zhibo Peng, Mitch Cherniack, Olga Papaemmanouil
Devel-op: An optimizer development environment. ICDE (2014)
Ugur Çetintemel, Mitch Cherniack, Justin A. DeBrabant, Yanlei Diao, Kyriaki Dimitriadou, Alexander Kalinin, Olga Papaemmanouil, Stanley B. Zdonik
Query Steering for Interactive Data Exploration. CIDR (2013)
Michael Stonebraker, Jennie Duggan, Leilani Battle, Olga Papaemmanouil
SciDB DBMS Research at M.I.T. IEEE Data Eng. Bull. 36 (4) (2013)
Olga Papaemmanouil
Supporting Extensible Performance SLAs for Cloud Databases. ICDE Workshops (2012)
Jennie Duggan, Ugur Çetintemel, Olga Papaemmanouil, Eli Upfal
Performance prediction for concurrent database workloads. SIGMOD Conference (2011)
Olga Papaemmanouil, Nga Tran, Mitch Cherniack
A development environment for query optimizers. DBTest (2010)
Jennie Rogers, Olga Papaemmanouil, Ugur Çetintemel
A generic auto-provisioning framework for cloud databases. ICDE Workshops (2010)
Olga Papaemmanouil, Ugur Çetintemel, John Jannotti
Supporting Generic Cost Models for Wide-Area Stream Processing. ICDE (2009)
Olga Papaemmanouil, Sujoy Basu, Sujata Banerjee
Adaptive in-network query deployment for shared stream processing environments. ICDE Workshops (2008)
Yanif Ahmad, Olga Papaemmanouil, Ugur Çetintemel, Jennie Rogers
Simultaneous Equation Systems for Query Processing on Continuous-Time Data Streams. ICDE (2008)
Olga Papaemmanouil, Yanif Ahmad, Ugur Çetintemel, John Jannotti, Yenel Yildirim
XPORT: extensible profile-driven overlay routing trees. SIGMOD Conference (2006)
Olga Papaemmanouil, Yanif Ahmad, Ugur Çetintemel, John Jannotti, Yenel Yildirim
Extensible optimization in overlay dissemination trees. SIGMOD Conference (2006)
Olga Papaemmanouil, Yanif Ahmad, Ugur Çetintemel, John Jannotti
Application-aware Overlay Networks for Data Dissemination. ICDE Workshops (2006)
Olga Papaemmanouil, Ugur Çetintemel
SemCast: Semantic Multicast for Content-based Data Dissemination. ICDE (2005)
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
Distributed operation in the Borealis stream processing engine. SIGMOD Conference (2005)
Olga Papaemmanouil, Ugur Çetintemel
Semantic Multicast for Content-based Stream Dissemination. WebDB (2004)
Georgios I. Doukidis, Olga Papaemmanouil, Katherine C. Pramataris, George Prassas
A Recommender System for Online Shopping Based on Past Customer Behaviour. Bled eConference (2001)
George Prassas, Katherine C. Pramataris, Olga Papaemmanouil
Dynamic Recommendations in Internet Retailing. ECIS (2001)