Magdalena Balazinska

191 papers A* 11A 16B 7C 1Misc 1Journal 99Unranked 50
YearRankTypeTitle / Venue / Authors
2026 J jnl
Degree Sequence Bounds.
ACM Trans. Database Syst.
Kyle Deeds, Dan Suciu, Magdalena Balazinska, Walter Cai
2026 A conf
KathDB: Explainable Multimodal Database Management System with Human-AI Collaboration.
CIDR
Guorui Xiao, Enhao Zhang, Nicole Sullivan, Will Hansen, Magdalena Balazinska
2025 — conf
Bootstrapping Compositional Video Query Synthesis with Natural Language and Previous Queries from Users.
HILDA@SIGMOD
Manasi Ganti, Enhao Zhang, Magdalena Balazinska
2025 J jnl
CENTS: A Flexible and Cost-Effective Framework for LLM-Based Table Understanding.
Proc. VLDB Endow.
Guorui Xiao, Dong He, Jin Wang, Magdalena Balazinska
2025 J jnl
From University Research to Global Impact.
Commun. ACM
Magdalena Balazinska, Jeff Dean, Urs Hölzle, Parthasarathy Ranganathan
2025 J jnl
Galley: Modern Query Optimization for Sparse Tensor Programs.
Proc. ACM Manag. Data
Kyle Deeds, Willow Ahrens, Magdalena Balazinska, Dan Suciu
2025 J jnl
KathDB: Explainable Multimodal Database Management System with Human-AI Collaboration.
CoRR
Guorui Xiao, Enhao Zhang, Nicole Sullivan, Will Hansen, Magdalena Balazinska
2025 A* conf
MaskSearch: Querying Image Masks at Scale.
ICDE
Dong He, Jieyu Zhang, Maureen Daum, Alexander Ratner, Magdalena Balazinska
2025 J jnl
Self-Enhancing Video Data Management System for Compositional Events with Large Language Models.
Proc. ACM Manag. Data
Enhao Zhang, Nicole Sullivan, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska
2025 J jnl
The Cambridge Report on Database Research.
CoRR
Anastasia Ailamaki, Samuel Madden, Daniel Abadi, Gustavo Alonso, Sihem Amer-Yahia, Magdalena Balazinska, Philip A. Bernstein, Peter Boncz, Michael J. Cafarella, Surajit Chaudhuri, Susan B. Davidson, David J. DeWitt, Yanlei Diao, Xin Luna Dong, Michael J. Franklin, Juliana Freire, Johannes Gehrke, Alon Y. Halevy, Joseph M. Hellerstein, Mark D. Hill, Stratos Idreos, Yannis E. Ioannidis, Christoph Koch, Donald Kossmann, Tim Kraska, Arun Kumar, Guoliang Li, Volker Markl, Renée J. Miller, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Aditya G. Parameswaran, Ippokratis Pandis, Jignesh M. Patel, Andrew Pavlo, Danica Porobic, Viktor Sanca, Michael Stonebraker, Julia Stoyanovich, Dan Suciu, Wang-Chiew Tan, Shivaram Venkataraman, Matei Zaharia, Stanley B. Zdonik
2024 J jnl
Demonstration of MaskSearch: Efficiently Querying Image Masks for Machine Learning Workflows.
CoRR
Lindsey Linxi Wei, Chung Yik Edward Yeung, Hongjian Yu, Jingchuan Zhou, Dong He, Magdalena Balazinska
2024 J jnl
Demonstration of MaskSearch: Efficiently Querying Image Masks for Machine Learning Workflows.
Proc. VLDB Endow.
Lindsey Linxi Wei, Chung Yik Edward Yeung, Hongjian Yu, Jingchuan Zhou, Dong He, Magdalena Balazinska
2024 J jnl
RACOON: An LLM-based Framework for Retrieval-Augmented Column Type Annotation with a Knowledge Graph.
CoRR
Linxi Wei, Guorui Xiao, Magdalena Balazinska
2024 J jnl
Self-Enhancing Video Data Management System for Compositional Events with Large Language Models [Technical Report].
CoRR
Enhao Zhang, Nicole Sullivan, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska
2023 J jnl
EQUI-VOCAL Demonstration: Synthesizing Video Queries from User Interactions.
Proc. VLDB Endow.
Enhao Zhang, Maureen Daum, Dong He, Manasi Ganti, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska
2023 J jnl
EQUI-VOCAL: Synthesizing Queries for Compositional Video Events from Limited User Interactions [Technical Report].
CoRR
Enhao Zhang, Maureen Daum, Dong He, Magdalena Balazinska, Brandon Haynes, Ranjay Krishna
2023 J jnl
EQUI-VOCAL: Synthesizing Queries for Compositional Video Events from Limited User Interactions.
Proc. VLDB Endow.
Enhao Zhang, Maureen Daum, Dong He, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska
2023 J jnl
MaskSearch: Querying Image Masks at Scale.
CoRR
Dong He, Jieyu Zhang, Maureen Daum, Alexander Ratner, Magdalena Balazinska
2023 J jnl
SafeBound: A Practical System for Generating Cardinality Bounds.
Proc. ACM Manag. Data
Kyle B. Deeds, Dan Suciu, Magdalena Balazinska
2023 J jnl
VOCALExplore: Pay-as-You-Go Video Data Exploration and Model Building.
CoRR
Maureen Daum, Enhao Zhang, Dong He, Stephen Mussmann, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska
2023 J jnl
VOCALExplore: Pay-as-You-Go Video Data Exploration and Model Building.
Proc. VLDB Endow.
Maureen Daum, Enhao Zhang, Dong He, Stephen Mussmann, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska
2022 J jnl
Cloud Data Systems: What are the Opportunities for the Database Research Community?
Proc. VLDB Endow.
Magdalena Balazinska, Surajit Chaudhuri, AnHai Doan, Joseph M. Hellerstein, Hanuma Kodavalla, Ippokratis Pandis, Matei Zaharia
2022 J jnl
Editorial for S.I.: VLDB 2020.
VLDB J.
Magdalena Balazinska, Xiaofang Zhou
2022 — conf
The DB Community vis-à-vis Environmental, Health, and Societal Grand Challenges: Innovation Engine, Plumber, or Bystander?
SIGMOD Conference
Anastasia Ailamaki, Leilani Battle, Johannes Gehrke, Masaru Kitsuregawa, David Maier, Christopher Ré, Meihui Zhang, Magdalena Balazinska
2022 J jnl
The Seattle report on database research.
Commun. ACM
Daniel Abadi, Anastasia Ailamaki, David G. Andersen, Peter Bailis, Magdalena Balazinska, Philip A. Bernstein, Peter Boncz, Surajit Chaudhuri, Alvin Cheung, AnHai Doan, Luna Dong, Michael J. Franklin, Juliana Freire, Alon Y. Halevy, Joseph M. Hellerstein, Stratos Idreos, Donald Kossmann, Tim Kraska, Sailesh Krishnamurthy, Volker Markl, Sergey Melnik, Tova Milo, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Jignesh M. Patel, Andrew Pavlo, Raluca A. Popa, Raghu Ramakrishnan, Christopher Ré, Michael Stonebraker, Dan Suciu
2022 A conf
VOCAL: Video Organization and Interactive Compositional AnaLytics.
CIDR
Maureen Daum, Enhao Zhang, Dong He, Magdalena Balazinska, Brandon Haynes, Ranjay Krishna, Apryle Craig, Aaron Wirsing
2021 J jnl
Congratulations! You Have Become a Senior Researcher. Now What?
SIGMOD Rec.
Magdalena Balazinska
2021 J jnl
DeepEverest: Accelerating Declarative Top-K Queries for Deep Neural Network Interpretation [Technical Report].
CoRR
Dong He, Maureen Daum, Magdalena Balazinska
2021 J jnl
DeepEverest: Accelerating Declarative Top-K Queries for Deep Neural Network Interpretation.
Proc. VLDB Endow.
Dong He, Maureen Daum, Walter Cai, Magdalena Balazinska
2021 J jnl
Demonstration of Apperception: A Database Management System for Geospatial Video Data.
Proc. VLDB Endow.
Vanessa Lin, Yongming Ge, Maureen Daum, Alvin Cheung, Brandon Haynes, Magdalena Balazinska
2021 A* conf
TASM: A Tile-Based Storage Manager for Video Analytics.
ICDE
Maureen Daum, Brandon Haynes, Dong He, Amrita Mazumdar, Magdalena Balazinska
2021 J jnl
VSS: A Storage System for Video Analytics [Technical Report].
CoRR
Brandon Haynes, Maureen Daum, Dong He, Amrita Mazumdar, Magdalena Balazinska, Alvin Cheung, Luis Ceze
2021 — conf
VSS: A Storage System for Video Analytics.
SIGMOD Conference
Brandon Haynes, Maureen Daum, Dong He, Amrita Mazumdar, Magdalena Balazinska, Alvin Cheung, Luis Ceze
2020 B conf
Deluceva: Delta-Based Neural Network Inference for Fast Video Analytics.
SSDBM
Jingjing Wang, Magdalena Balazinska
2020 J jnl
EntropyDB: a probabilistic approach to approximate query processing.
VLDB J.
Laurel J. Orr, Magdalena Balazinska, Dan Suciu
2020 J jnl
Front Matter.
Proc. VLDB Endow.
Magdalena Balazinska, Xiaofang Zhou
2020 J jnl
Front Matter.
Proc. VLDB Endow.
Magdalena Balazinska, Xiaofang Zhou
2020 J jnl
Front Matter.
Proc. VLDB Endow.
Magdalena Balazinska, Xiaofang Zhou
2020 J jnl
Front Matter.
Proc. VLDB Endow.
Magdalena Balazinska, Xiaofang Zhou
2020 J jnl
Front Matter.
Proc. VLDB Endow.
Magdalena Balazinska, Xiaofang Zhou
2020 J jnl
Front Matter.
Proc. VLDB Endow.
Magdalena Balazinska, Xiaofang Zhou
2020 J jnl
Front Matter.
Proc. VLDB Endow.
Magdalena Balazinska, Xiaofang Zhou
2020 J jnl
Front Matter.
Proc. VLDB Endow.
Magdalena Balazinska, Xiaofang Zhou
2020 A conf
Mosaic: A Sample-Based Database System for Open World Query Processing.
CIDR
Laurel J. Orr, Samuel K. Ainsworth, Kevin Jamieson, Walter Cai, Magdalena Balazinska, Dan Suciu
2020 — conf
Sample Debiasing in the Themis Open World Database System.
SIGMOD Conference
Laurel J. Orr, Magdalena Balazinska, Dan Suciu
2020 J jnl
Sampling for Deep Learning Model Diagnosis (Technical Report).
CoRR
Parmita Mehta, Stephen Portillo, Magdalena Balazinska, Andrew J. Connolly
2020 J jnl
TASM: A Tile-Based Storage Manager for Video Analytics.
CoRR
Maureen Daum, Brandon Haynes, Dong He, Amrita Mazumdar, Magdalena Balazinska, Alvin Cheung
2020 A* conf
Toward Sampling for Deep Learning Model Diagnosis.
ICDE
Parmita Mehta, Stephen Portillo, Magdalena Balazinska, Andrew J. Connolly
2020 A conf
VisualWorldDB: A DBMS for the Visual World.
CIDR
Brandon Haynes, Maureen Daum, Amrita Mazumdar, Magdalena Balazinska, Alvin Cheung, Luis Ceze
2019 J jnl
An Empirical Analysis of Deep Learning for Cardinality Estimation.
CoRR
Jennifer Ortiz, Magdalena Balazinska, Johannes Gehrke, S. Sathiya Keerthi
2019 — ch.
Databases meet the stream processing era.
Making Databases Work
Magdalena Balazinska, Stan Zdonik
2019 J jnl
EntropyDB: A Probabilistic Approach to Approximate Query Processing.
CoRR
Laurel J. Orr, Magdalena Balazinska, Dan Suciu
2019 J jnl
Front Matter.
Proc. VLDB Endow.
Magdalena Balazinska, Xiaofang Zhou
2019 J jnl
Front Matter.
Proc. VLDB Endow.
Magdalena Balazinska, Xiaofang Zhou
2019 J jnl
Front Matter.
Proc. VLDB Endow.
Magdalena Balazinska, Xiaofang Zhou
2019 J jnl
Front Matter.
Proc. VLDB Endow.
Magdalena Balazinska, Xiaofang Zhou
2019 — conf
Pessimistic Cardinality Estimation: Tighter Upper Bounds for Intermediate Join Cardinalities.
SIGMOD Conference
Walter Cai, Magdalena Balazinska, Dan Suciu
2019 J jnl
The Seattle Report on Database Research.
SIGMOD Rec.
Daniel Abadi, Anastasia Ailamaki, David G. Andersen, Peter Bailis, Magdalena Balazinska, Philip A. Bernstein, Peter Boncz, Surajit Chaudhuri, Alvin Cheung, AnHai Doan, Luna Dong, Michael J. Franklin, Juliana Freire, Alon Y. Halevy, Joseph M. Hellerstein, Stratos Idreos, Donald Kossmann, Tim Kraska, Sailesh Krishnamurthy, Volker Markl, Sergey Melnik, Tova Milo, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Jignesh M. Patel, Andrew Pavlo, Raluca A. Popa, Raghu Ramakrishnan, Christopher Ré, Michael Stonebraker, Dan Suciu
2019 J jnl
Vignette: Perceptual Compression for Video Storage and Processing Systems.
CoRR
Amrita Mazumdar, Brandon Haynes, Magdalena Balazinska, Luis Ceze, Alvin Cheung, Mark Oskin
2019 — conf
Visual Road: A Video Data Management Benchmark.
SIGMOD Conference
Brandon Haynes, Amrita Mazumdar, Magdalena Balazinska, Luis Ceze, Alvin Cheung
2018 J jnl
Cuttlefish: A Lightweight Primitive for Adaptive Query Processing.
CoRR
Tomer Kaftan, Magdalena Balazinska, Alvin Cheung, Johannes Gehrke
2018 — ch.
Fault Tolerance and High Availability in Data Stream Management Systems.
Encyclopedia of Database Systems (2nd ed.)
Magdalena Balazinska, Jeong-Hyon Hwang, Mehul A. Shah
2018 — conf
Learning State Representations for Query Optimization with Deep Reinforcement Learning.
DEEM@SIGMOD
Jennifer Ortiz, Magdalena Balazinska, Johannes Gehrke, S. Sathiya Keerthi
2018 J jnl
Learning State Representations for Query Optimization with Deep Reinforcement Learning.
CoRR
Jennifer Ortiz, Magdalena Balazinska, Johannes Gehrke, S. Sathiya Keerthi
2018 J jnl
LightDB: A DBMS for Virtual Reality Video.
Proc. VLDB Endow.
Brandon Haynes, Amrita Mazumdar, Armin Alaghi, Magdalena Balazinska, Luis Ceze, Alvin Cheung
2018 — conf
SLAOrchestrator: Reducing the Cost of Performance SLAs for Cloud Data Analytics.
USENIX ATC
Jennifer Ortiz, Brendan Lee, Magdalena Balazinska, Johannes Gehrke, Joseph L. Hellerstein
2017 — conf
A Demonstration of Interactive Analysis of Performance Measurements with Viska.
SIGMOD Conference
Helga Gudmundsdottir, Babak Salimi, Magdalena Balazinska, Dan R. K. Ports, Dan Suciu
2017 A conf
A Visual Cloud for Virtual Reality Applications.
CIDR
Magdalena Balazinska, Luis Ceze, Alvin Cheung, Brian Curless, Steven M. Seitz
2017 J jnl
Comparative Evaluation of Big-Data Systems on Scientific Image Analytics Workloads.
Proc. VLDB Endow.
Parmita Mehta, Sven Dorkenwald, Dongfang Zhao, Tomer Kaftan, Alvin Cheung, Magdalena Balazinska, Ariel Rokem, Andrew J. Connolly, Jacob VanderPlas, Yusra AlSayyad
2017 — conf
Elastic Memory Management for Cloud Data Analytics.
USENIX ATC
Jingjing Wang, Magdalena Balazinska
2017 J jnl
Probabilistic Database Summarization for Interactive Data Exploration.
CoRR
Laurel J. Orr, Magdalena Balazinska, Dan Suciu
2017 J jnl
Probabilistic Database Summarization for Interactive Data Exploration.
Proc. VLDB Endow.
Laurel J. Orr, Dan Suciu, Magdalena Balazinska
2017 A conf
The Myria Big Data Management and Analytics System and Cloud Services.
CIDR
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 — conf
VisualCloud Demonstration: A DBMS for Virtual Reality.
SIGMOD Conference
Brandon Haynes, Artem Minyaylov, Magdalena Balazinska, Luis Ceze, Alvin Cheung
2016 J jnl
Comparative Evaluation of Big-Data Systems on Scientific Image Analytics Workloads.
CoRR
Parmita Mehta, Sven Dorkenwald, Dongfang Zhao, Tomer Kaftan, Alvin Cheung, Magdalena Balazinska, Ariel Rokem, Andrew J. Connolly, Jacob VanderPlas, Yusra AlSayyad
2016 — conf
PerfEnforce Demonstration: Data Analytics with Performance Guarantees.
SIGMOD Conference
Jennifer Ortiz, Brendan Lee, Magdalena Balazinska
2016 J jnl
PerfEnforce: A Dynamic Scaling Engine for Analytics with Performance Guarantees.
CoRR
Jennifer Ortiz, Brendan Lee, Magdalena Balazinska, Joseph L. Hellerstein
2016 — conf
PipeGen: Data Pipe Generator for Hybrid Analytics.
SoCC
Brandon Haynes, Alvin Cheung, Magdalena Balazinska
2016 J jnl
PipeGen: Data Pipe Generator for Hybrid Analytics.
CoRR
Brandon Haynes, Alvin Cheung, Magdalena Balazinska
2016 J jnl
Price-Optimal Querying with Data APIs.
Proc. VLDB Endow.
Prasang Upadhyaya, Magdalena Balazinska, Dan Suciu
2016 — ch.
The Aurora and Borealis Stream Processing Engines.
Data Stream Management
Ugur Çetintemel, Daniel J. Abadi, Yanif Ahmad, Hari Balakrishnan, Magdalena Balazinska, Mitch Cherniack, Jeong-Hyon Hwang, Samuel Madden, Anurag Maskey, Alexander Rasin, Esther Ryvkina, Mike Stonebraker, Nesime Tatbul, Ying Xing, Stan Zdonik
2016 J jnl
The Beckman report on database research.
Commun. ACM
Daniel Abadi, Rakesh Agrawal, Anastasia Ailamaki, Magdalena Balazinska, Philip A. Bernstein, Michael J. Carey, Surajit Chaudhuri, Jeffrey Dean, AnHai Doan, Michael J. Franklin, Johannes Gehrke, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, H. V. Jagadish, Donald Kossmann, Samuel Madden, Sharad Mehrotra, Tova Milo, Jeffrey F. Naughton, Raghu Ramakrishnan, Volker Markl, Christopher Olston, Beng Chin Ooi, Christopher Ré, Dan Suciu, Michael Stonebraker, Todd Walter, Jennifer Widom
2016 — conf
Toward elastic memory management for cloud data analytics.
BeyondMR@SIGMOD
Jingjing Wang, Magdalena Balazinska
2016 J jnl
View-Driven Deduplication with Active Learning.
CoRR
Kristi Morton, Hannaneh Hajishirzi, Magdalena Balazinska, Dan Grossman
2015 J jnl
A Demonstration of the BigDAWG Polystore System.
Proc. VLDB Endow.
Aaron J. Elmore, Jennie Duggan, Mike Stonebraker, Magdalena Balazinska, Ugur Çetintemel, Vijay Gadepally, Jeffrey Heer, Bill Howe, Jeremy Kepner, Tim Kraska, Samuel Madden, David Maier, Timothy G. Mattson, Stavros Papadopoulos, Jeff Parkhurst, Nesime Tatbul, Manasi Vartak, Stan Zdonik
2015 J jnl
Asynchronous and Fault-Tolerant Recursive Datalog Evaluation in Shared-Nothing Engines.
Proc. VLDB Endow.
Jingjing Wang, Magdalena Balazinska, Daniel Halperin
2015 — conf
Automated Analysis of Muscle X-ray Diffraction Imaging with MCMC.
Big-O(Q)/DMAH@VLDB
C. David Williams, Magdalena Balazinska, Thomas L. Daniel
2015 — conf
Automatic Enforcement of Data Use Policies with DataLawyer.
SIGMOD Conference
Prasang Upadhyaya, Magdalena Balazinska, Dan Suciu
2015 J jnl
Big Data Research: Will Industry Solve all the Problems?
Proc. VLDB Endow.
Magdalena Balazinska
2015 A conf
Changing the Face of Database Cloud Services with Personalized Service Level Agreements.
CIDR
Jennifer Ortiz, Victor Teixeira de Almeida, Magdalena Balazinska
2015 J jnl
Efficient Iterative Processing in the SciDB Parallel Array Engine.
CoRR
Emad Soroush, Magdalena Balazinska, K. Simon Krughoff, Andrew J. Connolly
2015 B conf
Efficient iterative processing in the SciDB parallel array engine.
SSDBM
Emad Soroush, Magdalena Balazinska, K. Simon Krughoff, Andrew J. Connolly
2015 — conf
From Theory to Practice: Efficient Join Query Evaluation in a Parallel Database System.
SIGMOD Conference
Shumo Chu, Magdalena Balazinska, Dan Suciu
2015 J jnl
Front Matter.
Proc. VLDB Endow.
Magdalena Balazinska
2015 — conf
Gaussian Mixture Models Use-Case: In-Memory Analysis with Myria.
IMDM@VLDB
Ryan Maas, Jeremy Hyrkas, Olivia Grace Telford, Magdalena Balazinska, Andrew J. Connolly, Bill Howe
2015 — conf
Machine Learning and Databases: The Sound of Things to Come or a Cacophony of Hype?
SIGMOD Conference
Christopher Ré, Divy Agrawal, Magdalena Balazinska, Michael J. Cafarella, Michael I. Jordan, Tim Kraska, Raghu Ramakrishnan
2015 — ed.
Proceedings of the Sixth ACM Symposium on Cloud Computing, SoCC 2015, Kohala Coast, Hawaii, USA, August 27-29, 2015
SoCC
Shahram Ghandeharizadeh, Sumita Barahmand, Magdalena Balazinska, Michael J. Freedman
2015 J jnl
Query-Based Data Pricing.
J. ACM
Paraschos Koutris, Prasang Upadhyaya, Magdalena Balazinska, Bill Howe, Dan Suciu
2015 J jnl
The BigDAWG Polystore System.
SIGMOD Rec.
Jennie Duggan, Aaron J. Elmore, Michael Stonebraker, Magdalena Balazinska, Bill Howe, Jeremy Kepner, Sam Madden, David Maier, Tim Mattson, Stanley B. Zdonik
2014 — conf
Affordable Analytics on Expensive Data.
Data4U@VLDB
Prasang Upadhyaya, Martina Unutzer, Magdalena Balazinska, Dan Suciu, Hakan Hacigümüs
2014 J jnl
Approximation trade-offs in a Markovian stream warehouse: An empirical study.
Inf. Syst.
Julie Letchner, Magdalena Balazinska, Christopher Ré, Matthai Philipose
2014 — conf
Big-Data Management Use-Case: A Cloud Service for Creating and Analyzing Galactic Merger Trees.
DanaC@SIGMOD
Sarah Loebman, Jennifer Ortiz, Lee Lee Choo, Laurel J. Orr, Lauren Anderson, Daniel Halperin, Magdalena Balazinska, Thomas Quinn, Fabio Governato
2014 — conf
Demonstration of the Myria big data management service.
SIGMOD Conference
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 J jnl
Public Data and Visualizations: How are Many Eyes and Tableau Public Used for Collaborative Analytics?
SIGMOD Rec.
Kristi Morton, Magdalena Balazinska, Dan Grossman, Robert Kosara, Jock D. Mackinlay
2014 J jnl
Support the Data Enthusiast: Challenges for Next-Generation Data-Analysis Systems.
Proc. VLDB Endow.
Kristi Morton, Magdalena Balazinska, Dan Grossman, Jock D. Mackinlay
2014 J jnl
The Beckman Report on Database Research.
SIGMOD Rec.
Daniel J. Abadi, Rakesh Agrawal, Anastasia Ailamaki, Magdalena Balazinska, Philip A. Bernstein, Michael J. Carey, Surajit Chaudhuri, Jeffrey Dean, AnHai Doan, Michael J. Franklin, Johannes Gehrke, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, H. V. Jagadish, Donald Kossmann, Samuel Madden, Sharad Mehrotra, Tova Milo, Jeffrey F. Naughton, Raghu Ramakrishnan, Volker Markl, Christopher Olston, Beng Chin Ooi, Christopher Ré, Dan Suciu, Michael Stonebraker, Todd Walter, Jennifer Widom
2014 J jnl
The database group at the University of Washington.
SIGMOD Rec.
Magdalena Balazinska, Bill Howe, Dan Suciu
2013 J jnl
A Demonstration of Iterative Parallel Array Processing in Support of Telescope Image Analysis.
Proc. VLDB Endow.
Matthew I. Moyers, Emad Soroush, Spencer Wallace, K. Simon Krughoff, Jake VanderPlas, Magdalena Balazinska, Andrew J. Connolly
2013 — conf
A Discussion on Pricing Relational Data.
In Search of Elegance in the Theory and Practice of Computation
Magdalena Balazinska, Bill Howe, Paraschos Koutris, Dan Suciu, Prasang Upadhyaya
2013 — conf
A vision for personalized service level agreements in the cloud.
DanaC@SIGMOD
Jennifer Ortiz, Victor Teixeira de Almeida, Magdalena Balazinska
2013 B ed.
Conference on Scientific and Statistical Database Management, SSDBM '13, Baltimore, MD, USA, July 29 - 31, 2013
SSDBM
Alex Szalay, Tamas Budavari, Magdalena Balazinska, Alexandra Meliou, Ahmet Sacan
2013 B conf
Education and career paths for data scientists.
SSDBM
Magdalena Balazinska, Susan B. Davidson, Bill Howe, Alexandros Labrinidis
2013 J jnl
Hadoop's Adolescence.
Proc. VLDB Endow.
Kai Ren, YongChul Kwon, Magdalena Balazinska, Bill Howe
2013 J jnl
Managing Skew in Hadoop.
IEEE Data Eng. Bull.
YongChul Kwon, Kai Ren, Magdalena Balazinska, Bill Howe
2013 J jnl
Squeezing a Big Orange into Little Boxes: The AscotDB System for Parallel Processing of Data on a Sphere.
IEEE Data Eng. Bull.
Jacob VanderPlas, Emad Soroush, K. Simon Krughoff, Magdalena Balazinska
2013 A conf
Stop That Query! The Need for Managing Data Use.
CIDR
Prasang Upadhyaya, Nick R. Anderson, Magdalena Balazinska, Bill Howe, Raghav Kaushik, Ravishankar Ramamurthy, Dan Suciu
2013 — conf
The power of data use management in action.
SIGMOD Conference
Prasang Upadhyaya, Nick R. Anderson, Magdalena Balazinska, Bill Howe, Raghav Kaushik, Ravishankar Ramamurthy, Dan Suciu
2013 A* conf
Time travel in a scientific array database.
ICDE
Emad Soroush, Magdalena Balazinska
2013 — conf
Toward practical query pricing with QueryMarket.
SIGMOD Conference
Paraschos Koutris, Prasang Upadhyaya, Magdalena Balazinska, Bill Howe, Dan Suciu
2012 — conf
Abstract: Hadoop's Adolescence; A Comparative Workloads Analysis from Three Research Clusters.
SC Companion
Kai Ren, Garth Gibson, YongChul Kwon, Magdalena Balazinska, Bill Howe
2012 — conf
Designing good algorithms for MapReduce and beyond.
SoCC
Foto N. Afrati, Magdalena Balazinska, Anish Das Sarma, Bill Howe, Semih Salihoglu, Jeffrey D. Ullman
2012 J jnl
How to Price Shared Optimizations in the Cloud
CoRR
Prasang Upadhyaya, Magdalena Balazinska, Dan Suciu
2012 J jnl
How to Price Shared Optimizations in the Cloud.
Proc. VLDB Endow.
Prasang Upadhyaya, Magdalena Balazinska, Dan Suciu
2012 J jnl
PerfXplain: Debugging MapReduce Job Performance
CoRR
Nodira Khoussainova, Magdalena Balazinska, Dan Suciu
2012 J jnl
PerfXplain: Debugging MapReduce Job Performance.
Proc. VLDB Endow.
Nodira Khoussainova, Magdalena Balazinska, Dan Suciu
2012 — conf
Poster: Hadoop's Adolescence; A Comparative Workloads Analysis from Three Research Clusters.
SC Companion
Kai Ren, Garth Gibson, YongChul Kwon, Magdalena Balazinska, Bill Howe
2012 A* conf
Query-based data pricing.
PODS
Paraschos Koutris, Prasang Upadhyaya, Magdalena Balazinska, Bill Howe, Dan Suciu
2012 J jnl
QueryMarket Demonstration: Pricing for Online Data Markets.
Proc. VLDB Endow.
Paraschos Koutris, Prasang Upadhyaya, Magdalena Balazinska, Bill Howe, Dan Suciu
2012 J jnl
SkewTune in Action: Mitigating Skew in MapReduce Applications.
Proc. VLDB Endow.
YongChul Kwon, Magdalena Balazinska, Bill Howe, Jerome A. Rolia
2012 — conf
SkewTune: mitigating skew in mapreduce applications.
SIGMOD Conference
YongChul Kwon, Magdalena Balazinska, Bill Howe, Jerome A. Rolia
2012 J jnl
The HaLoop approach to large-scale iterative data analysis.
VLDB J.
Yingyi Bu, Bill Howe, Magdalena Balazinska, Michael D. Ernst
2011 — conf
A latency and fault-tolerance optimizer for online parallel query plans.
SIGMOD Conference
Prasang Upadhyaya, YongChul Kwon, Magdalena Balazinska
2011 — conf
ArrayStore: a storage manager for complex parallel array processing.
SIGMOD Conference
Emad Soroush, Magdalena Balazinska, Daniel L. Wang
2011 J jnl
Data Markets in the Cloud: An Opportunity for the Database Community.
Proc. VLDB Endow.
Magdalena Balazinska, Bill Howe, Dan Suciu
2011 — conf
Hybrid merge/overlap execution technique for parallel array processing.
EDBT/ICDT Array Databases Workshop
Emad Soroush, Magdalena Balazinska
2011 — conf
Lineage for Markovian stream event queries.
MobiDE
Julie Letchner, Magdalena Balazinska
2011 B conf
Session-Based Browsing for More Effective Query Reuse.
SSDBM
Nodira Khoussainova, YongChul Kwon, Wei-Ting Liao, Magdalena Balazinska, Wolfgang Gatterbauer, Dan Suciu
2011 B conf
Towards Efficient and Precise Queries over Ten Million Asteroid Trajectory Models.
SSDBM
Yusra AlSayyad, K. Simon Krughoff, Bill Howe, Andrew J. Connolly, Magdalena Balazinska, Lynne Jones
2010 A* conf
Approximation trade-offs in Markovian stream processing: An empirical study.
ICDE
Julie Letchner, Christopher Ré, Magdalena Balazinska, Matthai Philipose
2010 J jnl
Astronomy in the Cloud: Using MapReduce for Image Coaddition
CoRR
Keith Wiley, Andrew J. Connolly, Jeffrey P. Gardner, K. Simon Krughoff, Magdalena Balazinska, Bill Howe, YongChul Kwon, Yingyi Bu
2010 A* conf
Estimating the progress of MapReduce pipelines.
ICDE
Kristi Morton, Abram L. Friesen, Magdalena Balazinska, Dan Grossman
2010 J jnl
HaLoop: Efficient Iterative Data Processing on Large Clusters.
Proc. VLDB Endow.
Yingyi Bu, Bill Howe, Magdalena Balazinska, Michael D. Ernst
2010 — conf
ParaTimer: a progress indicator for MapReduce DAGs.
SIGMOD Conference
Kristi Morton, Magdalena Balazinska, Dan Grossman
2010 B conf
Scalable Clustering Algorithm for N-Body Simulations in a Shared-Nothing Cluster.
SSDBM
YongChul Kwon, Dylan Nunley, Jeffrey P. Gardner, Magdalena Balazinska, Bill Howe, Sarah Loebman
2010 — conf
Skew-resistant parallel processing of feature-extracting scientific user-defined functions.
SoCC
YongChul Kwon, Magdalena Balazinska, Bill Howe, Jerome A. Rolia
2010 J jnl
SnipSuggest: Context-Aware Autocompletion for SQL.
Proc. VLDB Endow.
Nodira Khoussainova, YongChul Kwon, Magdalena Balazinska, Dan Suciu
2010 — conf
Specification and Verification of Complex Location Events with Panoramic.
Pervasive
Evan Welbourne, Magdalena Balazinska, Gaetano Borriello, James Fogarty
2009 J jnl
A Case for A Collaborative Query Management System
CoRR
Nodira Khoussainova, Magdalena Balazinska, Wolfgang Gatterbauer, YongChul Kwon, Dan Suciu
2009 A conf
A Case for A Collaborative Query Management System.
CIDR
Nodira Khoussainova, Magdalena Balazinska, Wolfgang Gatterbauer, YongChul Kwon, Dan Suciu
2009 J jnl
A Demonstration of SciDB: A Science-Oriented DBMS.
Proc. VLDB Endow.
Philippe Cudré-Mauroux, Hideaki Kimura, Kian-Tat Lim, Jennie Rogers, Roman Simakov, Emad Soroush, Pavel E. Velikhov, Daniel L. Wang, Magdalena Balazinska, Jacek Becla, David J. DeWitt, Bobbi Heath, David Maier, Samuel Madden, Jignesh M. Patel, Michael Stonebraker, Stanley B. Zdonik
2009 A* conf
Access Methods for Markovian Streams.
ICDE
Julie Letchner, Christopher Ré, Magdalena Balazinska, Matthai Philipose
2009 C conf
Analyzing massive astrophysical datasets: Can Pig/Hadoop or a relational DBMS help?
CLUSTER
Sarah Loebman, Dylan Nunley, YongChul Kwon, Bill Howe, Magdalena Balazinska, Jeffrey P. Gardner
2009 J jnl
Believe It or Not: Adding Belief Annotations to Databases
CoRR
Wolfgang Gatterbauer, Magdalena Balazinska, Nodira Khoussainova, Dan Suciu
2009 J jnl
Believe It or Not: Adding Belief Annotations to Databases.
Proc. VLDB Endow.
Wolfgang Gatterbauer, Magdalena Balazinska, Nodira Khoussainova, Dan Suciu
2009 J jnl
Building the Internet of Things Using RFID: The RFID Ecosystem Experience.
IEEE Internet Comput.
Evan Welbourne, Leilani Battle, Garrett Cole, Kayla Gould, Kyle Rector, Samuel Raymer, Magdalena Balazinska, Gaetano Borriello
2009 — ch.
Fault-Tolerance and High Availability in Data Stream Management Systems.
Encyclopedia of Database Systems
Magdalena Balazinska, Jeong-Hyon Hwang, Mehul A. Shah
2009 J jnl
Lahar Demonstration: Warehousing Markovian Streams.
Proc. VLDB Endow.
Julie Letchner, Christopher Ré, Magdalena Balazinska, Matthai Philipose
2009 A conf
Longitudinal study of a building-scale RFID ecosystem.
MobiSys
Evan Welbourne, Karl Koscher, Emad Soroush, Magdalena Balazinska, Gaetano Borriello
2008 — conf
A demonstration of Cascadia through a digital diary application.
SIGMOD Conference
Nodira Khoussainova, Evan Welbourne, Magdalena Balazinska, Gaetano Borriello, Garrett Cole, Julie Letchner, Yang Li, Christopher Ré, Dan Suciu, Jordan Walke
2008 A conf
Cascadia: a system for specifying, detecting, and managing rfid events.
MobiSys
Evan Welbourne, Nodira Khoussainova, Julie Letchner, Yang Li, Magdalena Balazinska, Gaetano Borriello, Dan Suciu
2008 J jnl
Challenges for Event Queries over Markovian Streams.
IEEE Internet Comput.
Julie Letchner, Christopher Ré, Magdalena Balazinska, Matthai Philipose
2008 — conf
Clustering Events on Streams Using Complex Context Information.
ICDM Workshops
YongChul Kwon, Wing Yee Lee, Magdalena Balazinska, Guiping Xu
2008 — conf
Event queries on correlated probabilistic streams.
SIGMOD Conference
Christopher Ré, Julie Letchner, Magdalena Balazinska, Dan Suciu
2008 J jnl
Fault-tolerance in the borealis distributed stream processing system.
ACM Trans. Database Syst.
Magdalena Balazinska, Hari Balakrishnan, Samuel Madden, Michael Stonebraker
2008 J jnl
Fault-tolerant stream processing using a distributed, replicated file system.
Proc. VLDB Endow.
YongChul Kwon, Magdalena Balazinska, Albert G. Greenberg
2008 A* conf
Probabilistic Event Extraction from RFID Data.
ICDE
Nodira Khoussainova, Magdalena Balazinska, Dan Suciu
2008 J jnl
Systems aspects of probabilistic data management.
Proc. VLDB Endow.
Magdalena Balazinska, Christopher Ré, Dan Suciu
2007 — conf
Challenges for Pervasive RFID-Based Infrastructures.
PerCom Workshops
Evan Welbourne, Magdalena Balazinska, Gaetano Borriello, Waylon Brunette
2007 J jnl
Data Management in the Worldwide Sensor Web.
IEEE Pervasive Comput.
Magdalena Balazinska, Amol Deshpande, Michael J. Franklin, Phillip B. Gibbons, Jim Gray, Mark H. Hansen, Michael Liebhold, Suman Nath, Alexander S. Szalay, Vincent Tao
2007 — conf
Homeviews: peer-to-peer middleware for personal data sharing applications.
SIGMOD Conference
Roxana Geambasu, Magdalena Balazinska, Steven D. Gribble, Henry M. Levy
2007 A conf
Moirae: History-Enhanced Monitoring.
CIDR
Magdalena Balazinska, YongChul Kwon, Nathan Kuchta, Dennis Lee
2007 — conf
On-Demand View Materialization and Indexing for Network Forensic Analysis.
NetDB
Roxana Geambasu, Tanya Bragin, Jaeyeon Jung, Magdalena Balazinska
2007 J jnl
Physical Access Control for Captured RFID Data.
IEEE Pervasive Comput.
Travis Kriplean, Evan Welbourne, Nodira Khoussainova, Vibhor Rastogi, Magdalena Balazinska, Gaetano Borriello, Tadayoshi Kohno, Dan Suciu
2007 J jnl
Report on the Fourth International Workshop on Data Management for Sensor Networks (DMSN 2007).
SIGMOD Rec.
Magdalena Balazinska, Amol Deshpande, Alexandros Labrinidis, Qiong Luo, Samuel Madden, Jun Yang
2006 — conf
Towards correcting input data errors probabilistically using integrity constraints.
MobiDE
Nodira Khoussainova, Magdalena Balazinska, Dan Suciu
2005 — —
Fault-tolerance and load management in a distributed stream processing system.
Magdalena Balazinska
2005 — conf
Fault-tolerance in the Borealis distributed stream processing system.
SIGMOD Conference
Magdalena Balazinska, Hari Balakrishnan, Samuel Madden, Michael Stonebraker
2005 A* conf
High-Availability Algorithms for Distributed Stream Processing.
ICDE
Jeong-Hyon Hwang, Magdalena Balazinska, Alex Rasin, Ugur Çetintemel, Michael Stonebraker, Stanley B. Zdonik
2005 A conf
The Design of the Borealis Stream Processing Engine.
CIDR
Daniel J. Abadi, Yanif Ahmad, Magdalena Balazinska, Ugur Çetintemel, Mitch Cherniack, Jeong-Hyon Hwang, Wolfgang Lindner, Anurag Maskey, Alex Rasin, Esther Ryvkina, Nesime Tatbul, Ying Xing, Stanley B. Zdonik
2004 Misc conf
Contract-Based Load Management in Federated Distributed Systems.
NSDI
Magdalena Balazinska, Hari Balakrishnan, Michael Stonebraker
2004 — conf
Load Management and High Availability in the Medusa Distributed Stream Processing System.
SIGMOD Conference
Magdalena Balazinska, Hari Balakrishnan, Michael Stonebraker
2004 J jnl
Retrospective on Aurora.
VLDB J.
Hari Balakrishnan, Magdalena Balazinska, Donald Carney, Ugur Çetintemel, Mitch Cherniack, Christian Convey, Eduardo F. Galvez, Jon Salz, Michael Stonebraker, Nesime Tatbul, Richard Tibbetts, Stanley B. Zdonik
2003 A conf
Characterizing Mobility and Network Usage in a Corporate Wireless Local-Area Network.
MobiSys
Magdalena Balazinska, Paul C. Castro
2003 A conf
Scalable Distributed Stream Processing.
CIDR
Mitch Cherniack, Hari Balakrishnan, Magdalena Balazinska, Donald Carney, Ugur Çetintemel, Ying Xing, Stanley B. Zdonik
2003 J jnl
The Aurora and Medusa Projects.
IEEE Data Eng. Bull.
Stanley B. Zdonik, Michael Stonebraker, Mitch Cherniack, Ugur Çetintemel, Magdalena Balazinska, Hari Balakrishnan
2003 A conf
Thwarting Web Censorship with Untrusted Messenger Discovery.
Privacy Enhancing Technologies
Nick Feamster, Magdalena Balazinska, Winston Wang, Hari Balakrishnan, David R. Karger
2002 — conf
INS/Twine: A Scalable Peer-to-Peer Architecture for Intentional Resource Discovery.
Pervasive
Magdalena Balazinska, Hari Balakrishnan, David R. Karger
2002 A* conf
Infranet: Circumventing Web Censorship and Surveillance.
USENIX Security Symposium
Nick Feamster, Magdalena Balazinska, Greg Harfst, Hari Balakrishnan, David R. Karger
2000 — conf
Advanced Clone-Analysis to Support Object-Oriented System Refactoring.
WCRE
Magdalena Balazinska, Ettore Merlo, Michel R. Dagenais, Bruno Laguë, Kostas Kontogiannis
1999 — conf
Measuring Clone Based Reengineering Opportunities.
IEEE METRICS
Magdalena Balazinska, Ettore Merlo, Michel R. Dagenais, Bruno Laguë, Kostas Kontogiannis
1999 — conf
Partial Redesign of Java Software Systems Based on Clone Analysis.
WCRE
Magdalena Balazinska, Ettore Merlo, Michel R. Dagenais, Bruno Laguë, Kostas Kontogiannis