Olga Papaemmanouil

54 papers A* 5A 5B 1Journal 20Unranked 22

Year	Rank	Type	Title / 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