Olga Papaemmanouil

Assistant Professor
Department of Computer Science
Brandeis University

Email: {olga}@cs.brandeis.edu
Phone: +1-781-736-2716
Fax: +1-781-736-2741
Address: Department of Computer Science,  MS 018
415 South St, Waltham, 02454, MA, USA
Office
Volen 139

[Home] [Teaching] [Publications] [Research] [Service]


2017

  • A Learning-based Service for Cost and Performance Management of Cloud Databases (Demonstration), Ryan Marcus, Sofiya Semenova, Olga Papaemmanouil, In  Proceedings of 33rd  IEEE International Conference on Data Engineering (ICDE  2017). [pdf]

  • Releasing Cloud Databases from the Chains of Predictions Models. Ryan Marcus, Olga Papaemmanouil. In Proceedings of the 8th Biennial Conference in Innovative Data Systems Research (CIDR 2017). [pdf]

2016

  • Interactive Data Exploration via Machine Learning Models, Olga Papaemmanouil, Yanlei Diao, Kyriaki Dimitriadou, Liping Peng. In Proceedings of IEEE Data Engineering Bulletin (invited paper), Volume 39, Issue 4, pages 21-30, December 2016. [pdf]

  • AIDE: An Active Learning-based Approach for Interactive Data Exploration. Kyriaki Dimitriadou, Olga Papaemmanouil, and Yanlei Diao. IEEE Transactions on Knowledge and Data Engineering (TKDE), Volume 28, Issue 11, pages 2842 - 2856, November 2016. [pdf]

  • OptMark: A Toolkit for Benchmarking Query Optimizers,  Zhan Li, Olga Papaemmanouil, Mitch Cherniack. In Proceedings of 25th ACM International Conference on on Information and Knowledge Management (CIKM  2016).  [pdf] [long version]

  • CourseNavigator: An Interactive System for Learning Path Exploration, Zhan Li, Olga Papaemmanouil, Georgia Koutrika. In Proceedings of 3rd International Workshop on Exploratory Search in Databases and the Web (ExploreDB  2016). [pdf]

  • WiSeDB: A Learning-based  Workload Management Advisor for Cloud Databases, Ryan Marcus, Olga Papaemmanouil. In Proceedings of the  Very Large Databases Endowment (PVLDB 2016). Volume 9, Issue 10, pages 780-791. [pdf]

  • Workload Management for Cloud Databases via Machine Learning, Ryan Marcus, Olga Papaemmanouil. In Proceedings of 7th International Workshop on Cloud Data Management (CloudDM 2016). [pdf]

2015

  • AIDE: An Automatic User Navigation Service for Interactive Data Exploration (Demonstration), Yanlei Diao, Kyriaki Dimitriadou, Zhan Li, Wenzhao Liu, Olga Papaemmanouil, Kemi Peng, Liping Peng. In Proceedings of 41st International Conference on Very Large Databases (VLDB 2015) [pdf]

  • Overview of Data Exploration Techniques (Tutorial), Stratos Idreos, Olga Papaemmanouil, Surajit Chaudhuri. In Proceedings of 34th ACM Special Interest Group in Data Management (SIGMOD 2015). [pdf] [slides] (the slides cover part 1 (User Interaction) and part 2 (Middleware Optimizations))

  • Skew-Aware Join Optimization for Array Databases, Jenny Duggan, Olga Papaemmanouil, Leilani Battle, Michael Stonebraker. In Proceedings of 34th ACM Special Interest Group in Data Management (SIGMOD 2015). [pdf]

  • XCloud: Extensible Performance Management for Cloud Data Services (Abstract),  Olga Papaemmanouil. In Proceedings of 7th Biennial Conference on Innovative Data Systems Research (CIDR 2015). [pdf]

2014

  • Explore-by-Example: An Automatic Query Steering Framework for Interactive Data Exploration, Kyriaki Dimitriadou, Olga Papaemmanouil, Yanlei Diao. In Proceedings of 33rd ACM Special Interest Group in Data Management (SIGMOD 2014). [pdf]
  • Contender: A Resource Modeling Approach for Concurrent Query Performance Prediction, Jenny Duggan, Olga Papaemmanouil, Ugur Cetintemel, Eli Upfal. In Proceedings of 17th International Conference on Extending Database Technology (EDBT 2014). [pdf]
  • SLA-driven Workload Management for Cloud Databases, Dimokritos Stamatakis, Olga Papaemmanouil. In Proceedings of 6th International Workshop on Cloud Data Management (CloudDB  2014), [pdf]
  • Interactive Data Exploration based on User Relevance Feedback, Kyriaki Dimitriadou, Olga Papaemmanouil, Yanlei Diao. In Proceedings of 9th International Workshop on Self-Managing Databases Systems (SMDB 2014). [pdf]
  • Devel-Op: An Optimizer Development Environment (Demonstration), Zhibo Peng, Mitch Cherniack, Olga Papaemmanouil. In Proceedings of 30th IEEE International Conference on Data Engineering (ICDE  2014). [pdf]

2013

  • SciDB DBMS Research at MIT, Michael Stonebraker, Jenny Duggan, Leilani Battle, Olga Papaemmanouil. In Proceedings of IEEE Data Engineering Bulletin (invited paper), Vol 36(4), pages 21-30. [pdf]

  • Query Steering for Interactive Data Exploration. Ugur Cetintemel, Mitch Cherniack, Justin DeBrabant, Yanlei Diao, Kyriaki Dimitriadou, Alex Kalinin, Olga Papaemmanouil, Stan Zdonik. In Proceedings of the 6th Biennial Conference in Innovative Data Systems Research (CIDR 2013). [pdf]

2012

  • Supporting Extensible Performance SLAs for Cloud Databases, Olga Papaemmanouil. In Proceedings of the International Workshop on Data Management in the Cloud (DMC 2012). [pdf]

2011

  • Performance Prediction for Concurrent Database Workloads, Jennie Rogers, Ugur Cetintemel, Olga Papaemmanouil, Eli Upfal. In Proceedings of the 30th ACM Special Interest Group on Management of Data (SIGMOD 2011). [pdf]

2010

  • A Development Environment for Query Optimizers, Olga Papaemmanouil, Nga Tran, Mitch Cherniack. In Proceedings of the 3rd International Workshop on Testing Database Systems (DBTest 2010). [pdf]

  • A Generic Auto-Provisioning Framework for Cloud Databases, Jennie Rogers, Olga Papaemmanouil, Ugur Cetintemel, In Proceedings of the 5th International Workshop on Self-Managing Database Systems (SMDB 2010). [pdf]
2009
  • Supporting Generic Cost Models for Wide-Area Stream Processing, Olga Papaemmanouil, Ugur Cetintemel, John Jannotti, In Proceedings of the 25th International Conference on Data Engineering (ICDE 2009). [pdf]

Before 2009
  • An Extensible Overlay Infrastructure for Wide-Area Stream Processing and Dissemination. Olga Papaemmanouil, Ph.D. Dissertation, Brown University, December 2008. [pdf]

  • Adaptive In-Network Query Deployment for Shared Stream Processing Environments, Olga Papaemmanouil, Sujoy Basu, Sujata Banerjee.  In Proceedings of the 4th International Workshop on Networking Meets Databases (NetDB 2008). [pdf]

  • Simultaneous Equation Systems for Query Processing on Continuous-Time Data Streams, Yanif Ahmad, Olga Papaemmanouil, Ugur Cetintemel, Jennie Rogers. In Proceedings of the 24th International Conference on Data Engineering (ICDE 2008). [pdf]

  • The Borealis Distributed Stream Processing Engine, Y. Ahmad, B. Berg, U. Cetintemel, M. Humphrey, J. Hwang, A. Maskey, A. Jhingran, O. Papaemmanouil, A. Rasin, N. Tatbul, W. Xing, Y. Xing, S. Zdonik. In Proceedings of the 2nd International Conference on GeoSensor Networks (GSN 2006). [pdf] (Invited demonstration)

  • Extensible Optimization in Overlay Dissemination Trees, Olga Papaemmanouil, Yanif Ahmad, Ugur Cetintemel, John Jannotti, Yanel Yildirim. In Proceedings of the 25th ACM Special Interest Group on Management of Data (SIGMOD 2006). [pdf]

  • XPORT: Extensible Profile-driven Overlay Routing Trees (Demonstration), Olga Papaemmanouil, Yanif Ahmad, Ugur Cetintemel, John Jannotti, Yanel Yildirim. In Proceedings of the 25th ACM Special Interest Group on Management of Data (SIGMOD 2006). [pdf] [poster]

  • Application-aware Overlay Networks for Data Dissemination, Olga Papaemmanouil, Yanif Ahmad, Ugur Cetintemel, John Jannotti. In Proceedings of the International Workshop on Semantics enabled Networks and Services (SeNS 2006). [pdf] (Invited paper)

  • Distributed Operation in the Borealis Stream Processing Engine (Demonstration) Best Demonstration Award, Y. Ahmad, B. Berg, U. Cetintemel, M. Humphrey, J. Hwang, A. Jhingran, A. Maskey, O. Papaemmanouil, A. Rasin. N. Tatbul, W. Xing, Y. Xing, S. Zdonik. In Proceedings of the 25th ACM   Special Interest Group on Management of Data (SIGMOD 2005). [pdf] [poster, game poster]

  • SemCast: Semantic Multicast for Content-based Data Dissemination, Olga Papaemmanouil, Ugur Cetintemel.  In Proceedings of the 21st International Conference on Data Engineering (ICDE 2005). [pdf]

  • Semantic Multicast for Content-Based Stream Dissemination, Olga Papaemmanouil, Ugur Cetintemel. In Proceedings of the 7th International Workshop on the Web and Databases (WebDB 2004). [pdf

  • Dynamic Recommendations in Internet Retailing, Best Paper Award, George Prassas, Katerina C. Pramataris, Olga  Papaemmanouil. In Proceedings of the 9th European Conference on Information Systems (ECIS 2001). [pdf

  • A Recommender System for Online Shopping Based on Past Consumer Behavior. George Prassas, Katerina C. Pramataris, Olga Papaemmanouil, George  I. Doukidis. In Proceedings of the 14th Bled E-Commerce International Conference (BLED 2001).