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]


Research interests: data management, distributed systems, cloud and data intensive computing, stream processing, data dissemination, query processing.

A description of my current and past recent projects can be found here.



Selected Publications [Full List] [DBLP] [Google Scholar]
Curriculum Vitae
  • 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]

  • 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]

  • 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]

  • 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]

  • 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]

  • 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]
  • 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]
  • 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]

Recent Service
  • Area Chair ICDE 2017
  • PC Chair HDMS 2016
  • Associate Editor SIGMOD Record (since 2015)
  • PC Member CIDR 2017, VLDB 2016, ICDE 2016, SIGMOD 2016, EDBT 2015, SIGMOD 2015

Short Bio

Olga Papaemmanouil has been an Assistant Professor in the Department of Computer Science at Brandeis University since January 2009. She received her undergraduate degree in Computer Science and Informatics at the University of Patras, Greece in 1999. In 2001, she received her Sc.M. in Information Systems at the University of Economics and Business, Athens, Greece. She then joined the Computer Science Department at Brown University, where she completed her Ph.D in Computer Science at Brown University in 2008. Her research interests are in  database system  and distributed data management with a recent focus on cloud databases and data exploration. She is the recipient of an NSF Career Award (2013) and a Paris Kanellakis Fellowship from Brown University (2002).