Magdalena Balazinska
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
74
Venues
15
Active years
2003–2026
Best venue rank
A*
Where they publish
Papers
74 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | CIDR | KathDB: Explainable Multimodal Database Management System with Human-AI Collaboration. | Guorui Xiao, Enhao Zhang, Nicole Sullivan, Will Hansen, Magdalena Balazinska |
| 2025 | ICDE | MaskSearch: Querying Image Masks at Scale. | Dong He, Jieyu Zhang, Maureen Daum, Alexander Ratner, Magdalena Balazinska |
| 2022 | CIDR | VOCAL: Video Organization and Interactive Compositional AnaLytics. | Maureen Daum, Enhao Zhang, Dong He, Magdalena Balazinska, Brandon Haynes, Ranjay Krishna, Apryle Craig, Aaron Wirsing |
| 2022 | SIGMOD | The DB Community vis--vis Environmental, Health, and Societal Grand Challenges: Innovation Engine, Plumber, or Bystander? | Anastasia Ailamaki, Leilani Battle, Johannes Gehrke, Masaru Kitsuregawa, David Maier, Christopher R, Meihui Zhang, Magdalena Balazinska |
| 2021 | ICDE | TASM: A Tile-Based Storage Manager for Video Analytics. | Maureen Daum, Brandon Haynes, Dong He, Amrita Mazumdar, Magdalena Balazinska |
| 2021 | SIGMOD | VSS: A Storage System for Video Analytics. | Brandon Haynes, Maureen Daum, Dong He, Amrita Mazumdar, Magdalena Balazinska, Alvin Cheung, Luis Ceze |
| 2020 | CIDR | VisualWorldDB: A DBMS for the Visual World. | Brandon Haynes, Maureen Daum, Amrita Mazumdar, Magdalena Balazinska, Alvin Cheung, Luis Ceze |
| 2020 | CIDR | Mosaic: A Sample-Based Database System for Open World Query Processing. | Laurel J. Orr, Samuel K. Ainsworth, Kevin Jamieson, Walter Cai, Magdalena Balazinska, Dan Suciu |
| 2020 | ICDE | Toward Sampling for Deep Learning Model Diagnosis. | Parmita Mehta, Stephen Portillo, Magdalena Balazinska, Andrew J. Connolly |
| 2020 | SIGMOD | Sample Debiasing in the Themis Open World Database System. | Laurel J. Orr, Magdalena Balazinska, Dan Suciu |
| 2020 | SSDBM | Deluceva: Delta-Based Neural Network Inference for Fast Video Analytics. | Jingjing Wang, Magdalena Balazinska |
| 2019 | SIGMOD | Pessimistic Cardinality Estimation: Tighter Upper Bounds for Intermediate Join Cardinalities. | Walter Cai, Magdalena Balazinska, Dan Suciu |
| 2019 | SIGMOD | Visual Road: A Video Data Management Benchmark. | Brandon Haynes, Amrita Mazumdar, Magdalena Balazinska, Luis Ceze, Alvin Cheung |
| 2018 | SIGMOD | Learning State Representations for Query Optimization with Deep Reinforcement Learning. | Jennifer Ortiz, Magdalena Balazinska, Johannes Gehrke, S. Sathiya Keerthi |
| 2018 | USENIX | SLAOrchestrator: Reducing the Cost of Performance SLAs for Cloud Data Analytics. | Jennifer Ortiz, Brendan Lee, Magdalena Balazinska, Johannes Gehrke, Joseph L. Hellerstein |
| 2017 | CIDR | A Visual Cloud for Virtual Reality Applications. | Magdalena Balazinska, Luis Ceze, Alvin Cheung, Brian Curless, Steven M. Seitz |
| 2017 | CIDR | The Myria Big Data Management and Analytics System and Cloud Services. | Jingjing Wang, Tobin Baker, Magdalena Balazinska, Daniel Halperin, Brandon Haynes, Bill Howe, Dylan Hutchison, Shrainik Jain, Ryan Maas, Parmita Mehta, Dominik Moritz, Brandon Myers, Jennifer Ortiz, Dan Suciu, Andrew Whitaker, Shengliang Xu |
| 2017 | SIGMOD | A Demonstration of Interactive Analysis of Performance Measurements with Viska. | Helga Gudmundsdottir, Babak Salimi, Magdalena Balazinska, Dan R. K. Ports, Dan Suciu |
| 2017 | SIGMOD | VisualCloud Demonstration: A DBMS for Virtual Reality. | Brandon Haynes, Artem Minyaylov, Magdalena Balazinska, Luis Ceze, Alvin Cheung |
| 2017 | USENIX | Elastic Memory Management for Cloud Data Analytics. | Jingjing Wang, Magdalena Balazinska |
| 2016 | CLOUD | PipeGen: Data Pipe Generator for Hybrid Analytics. | Brandon Haynes, Alvin Cheung, Magdalena Balazinska |
| 2016 | SIGMOD | PerfEnforce Demonstration: Data Analytics with Performance Guarantees. | Jennifer Ortiz, Brendan Lee, Magdalena Balazinska |
| 2016 | SIGMOD | Toward elastic memory management for cloud data analytics. | Jingjing Wang, Magdalena Balazinska |
| 2015 | CIDR | Changing the Face of Database Cloud Services with Personalized Service Level Agreements. | Jennifer Ortiz, Victor Teixeira de Almeida, Magdalena Balazinska |
| 2015 | SIGMOD | From Theory to Practice: Efficient Join Query Evaluation in a Parallel Database System. | Shumo Chu, Magdalena Balazinska, Dan Suciu |
| 2015 | SIGMOD | Machine Learning and Databases: The Sound of Things to Come or a Cacophony of Hype? | Christopher R, Divy Agrawal, Magdalena Balazinska, Michael J. Cafarella, Michael I. Jordan, Tim Kraska, Raghu Ramakrishnan |
| 2015 | SIGMOD | Automatic Enforcement of Data Use Policies with DataLawyer. | Prasang Upadhyaya, Magdalena Balazinska, Dan Suciu |
| 2015 | VLDB | Gaussian Mixture Models Use-Case: In-Memory Analysis with Myria. | Ryan Maas, Jeremy Hyrkas, Olivia Grace Telford, Magdalena Balazinska, Andrew J. Connolly, Bill Howe |
| 2015 | VLDB | Automated Analysis of Muscle X-ray Diffraction Imaging with MCMC. | C. David Williams, Magdalena Balazinska, Thomas L. Daniel |
| 2015 | SSDBM | Efficient iterative processing in the SciDB parallel array engine. | Emad Soroush, Magdalena Balazinska, K. Simon Krughoff, Andrew J. Connolly |
| 2014 | SIGMOD | Demonstration of the Myria big data management service. | Daniel Halperin, Victor Teixeira de Almeida, Lee Lee Choo, Shumo Chu, Paraschos Koutris, Dominik Moritz, Jennifer Ortiz, Vaspol Ruamviboonsuk, Jingjing Wang, Andrew Whitaker, Shengliang Xu, Magdalena Balazinska, Bill Howe, Dan Suciu |
| 2014 | SIGMOD | Big-Data Management Use-Case: A Cloud Service for Creating and Analyzing Galactic Merger Trees. | Sarah Loebman, Jennifer Ortiz, Lee Lee Choo, Laurel J. Orr, Lauren Anderson, Daniel Halperin, Magdalena Balazinska, Thomas Quinn, Fabio Governato |
| 2014 | VLDB | Affordable Analytics on Expensive Data. | Prasang Upadhyaya, Martina Unutzer, Magdalena Balazinska, Dan Suciu, Hakan Hacigms |
| 2013 | CIDR | Stop That Query! The Need for Managing Data Use. | Prasang Upadhyaya, Nick R. Anderson, Magdalena Balazinska, Bill Howe, Raghav Kaushik, Ravishankar Ramamurthy, Dan Suciu |
| 2013 | ICDE | Time travel in a scientific array database. | Emad Soroush, Magdalena Balazinska |
| 2013 | SIGMOD | Toward practical query pricing with QueryMarket. | Paraschos Koutris, Prasang Upadhyaya, Magdalena Balazinska, Bill Howe, Dan Suciu |
| 2013 | SIGMOD | A vision for personalized service level agreements in the cloud. | Jennifer Ortiz, Victor Teixeira de Almeida, Magdalena Balazinska |
| 2013 | SIGMOD | The power of data use management in action. | Prasang Upadhyaya, Nick R. Anderson, Magdalena Balazinska, Bill Howe, Raghav Kaushik, Ravishankar Ramamurthy, Dan Suciu |
| 2013 | SSDBM | Education and career paths for data scientists. | Magdalena Balazinska, Susan B. Davidson, Bill Howe, Alexandros Labrinidis |
| 2012 | CLOUD | Designing good algorithms for MapReduce and beyond. | Foto N. Afrati, Magdalena Balazinska, Anish Das Sarma, Bill Howe, Semih Salihoglu, Jeffrey D. Ullman |
| 2012 | PODS | Query-based data pricing. | Paraschos Koutris, Prasang Upadhyaya, Magdalena Balazinska, Bill Howe, Dan Suciu |
| 2012 | SC | Abstract: Hadoop's Adolescence; A Comparative Workloads Analysis from Three Research Clusters. | Kai Ren, Garth Gibson, YongChul Kwon, Magdalena Balazinska, Bill Howe |
| 2012 | SC | Poster: Hadoop's Adolescence; A Comparative Workloads Analysis from Three Research Clusters. | Kai Ren, Garth Gibson, YongChul Kwon, Magdalena Balazinska, Bill Howe |
| 2012 | SIGMOD | SkewTune: mitigating skew in mapreduce applications. | YongChul Kwon, Magdalena Balazinska, Bill Howe, Jerome A. Rolia |
| 2011 | EDBT | Hybrid merge/overlap execution technique for parallel array processing. | Emad Soroush, Magdalena Balazinska |
| 2011 | SIGMOD | ArrayStore: a storage manager for complex parallel array processing. | Emad Soroush, Magdalena Balazinska, Daniel L. Wang |
| 2011 | SIGMOD | A latency and fault-tolerance optimizer for online parallel query plans. | Prasang Upadhyaya, YongChul Kwon, Magdalena Balazinska |
| 2011 | SSDBM | Towards Efficient and Precise Queries over Ten Million Asteroid Trajectory Models. | Yusra AlSayyad, K. Simon Krughoff, Bill Howe, Andrew J. Connolly, Magdalena Balazinska, Lynne Jones |
| 2011 | SSDBM | Session-Based Browsing for More Effective Query Reuse. | Nodira Khoussainova, YongChul Kwon, Wei-Ting Liao, Magdalena Balazinska, Wolfgang Gatterbauer, Dan Suciu |
| 2010 | CLOUD | Skew-resistant parallel processing of feature-extracting scientific user-defined functions. | YongChul Kwon, Magdalena Balazinska, Bill Howe, Jerome A. Rolia |
| 2010 | ICDE | Approximation trade-offs in Markovian stream processing: An empirical study. | Julie Letchner, Christopher R, Magdalena Balazinska, Matthai Philipose |
| 2010 | ICDE | Estimating the progress of MapReduce pipelines. | Kristi Morton, Abram L. Friesen, Magdalena Balazinska, Dan Grossman |
| 2010 | SIGMOD | ParaTimer: a progress indicator for MapReduce DAGs. | Kristi Morton, Magdalena Balazinska, Dan Grossman |
| 2010 | SSDBM | Scalable Clustering Algorithm for N-Body Simulations in a Shared-Nothing Cluster. | YongChul Kwon, Dylan Nunley, Jeffrey P. Gardner, Magdalena Balazinska, Bill Howe, Sarah Loebman |
| 2009 | CIDR | A Case for A Collaborative Query Management System. | Nodira Khoussainova, Magdalena Balazinska, Wolfgang Gatterbauer, YongChul Kwon, Dan Suciu |
| 2009 | CLUSTER | Analyzing massive astrophysical datasets: Can Pig/Hadoop or a relational DBMS help? | Sarah Loebman, Dylan Nunley, YongChul Kwon, Bill Howe, Magdalena Balazinska, Jeffrey P. Gardner |
| 2009 | ICDE | Access Methods for Markovian Streams. | Julie Letchner, Christopher R, Magdalena Balazinska, Matthai Philipose |
| 2009 | Mobisys | Longitudinal study of a building-scale RFID ecosystem. | Evan Welbourne, Karl Koscher, Emad Soroush, Magdalena Balazinska, Gaetano Borriello |
| 2008 | ICDE | Probabilistic Event Extraction from RFID Data. | Nodira Khoussainova, Magdalena Balazinska, Dan Suciu |
| 2008 | ICDM | Clustering Events on Streams Using Complex Context Information. | YongChul Kwon, Wing Yee Lee, Magdalena Balazinska, Guiping Xu |
| 2008 | Mobisys | Cascadia: a system for specifying, detecting, and managing rfid events. | Evan Welbourne, Nodira Khoussainova, Julie Letchner, Yang Li, Magdalena Balazinska, Gaetano Borriello, Dan Suciu |
| 2008 | SIGMOD | A demonstration of Cascadia through a digital diary application. | Nodira Khoussainova, Evan Welbourne, Magdalena Balazinska, Gaetano Borriello, Garrett Cole, Julie Letchner, Yang Li, Christopher R, Dan Suciu, Jordan Walke |
| 2008 | SIGMOD | Event queries on correlated probabilistic streams. | Christopher R, Julie Letchner, Magdalena Balazinska, Dan Suciu |
| 2007 | CIDR | Moirae: History-Enhanced Monitoring. | Magdalena Balazinska, YongChul Kwon, Nathan Kuchta, Dennis Lee |
| 2007 | NSDI | On-Demand View Materialization and Indexing for Network Forensic Analysis. | Roxana Geambasu, Tanya Bragin, Jaeyeon Jung, Magdalena Balazinska |
| 2007 | PERCOM | Challenges for Pervasive RFID-Based Infrastructures. | Evan Welbourne, Magdalena Balazinska, Gaetano Borriello, Waylon Brunette |
| 2007 | SIGMOD | Homeviews: peer-to-peer middleware for personal data sharing applications. | Roxana Geambasu, Magdalena Balazinska, Steven D. Gribble, Henry M. Levy |
| 2005 | CIDR | The Design of the Borealis Stream Processing Engine. | Daniel J. Abadi, Yanif Ahmad, Magdalena Balazinska, Ugur etintemel, Mitch Cherniack, Jeong-Hyon Hwang, Wolfgang Lindner, Anurag Maskey, Alex Rasin, Esther Ryvkina, Nesime Tatbul, Ying Xing, Stanley B. Zdonik |
| 2005 | ICDE | High-Availability Algorithms for Distributed Stream Processing. | Jeong-Hyon Hwang, Magdalena Balazinska, Alex Rasin, Ugur etintemel, Michael Stonebraker, Stanley B. Zdonik |
| 2005 | SIGMOD | Fault-tolerance in the Borealis distributed stream processing system. | Magdalena Balazinska, Hari Balakrishnan, Samuel Madden, Michael Stonebraker |
| 2004 | NSDI | Contract-Based Load Management in Federated Distributed Systems. | Magdalena Balazinska, Hari Balakrishnan, Michael Stonebraker |
| 2004 | SIGMOD | Load Management and High Availability in the Medusa Distributed Stream Processing System. | Magdalena Balazinska, Hari Balakrishnan, Michael Stonebraker |
| 2003 | CIDR | Scalable Distributed Stream Processing. | Mitch Cherniack, Hari Balakrishnan, Magdalena Balazinska, Donald Carney, Ugur etintemel, Ying Xing, Stanley B. Zdonik |
| 2003 | Mobisys | Characterizing Mobility and Network Usage in a Corporate Wireless Local-Area Network. | Magdalena Balazinska, Paul C. Castro |