Michael J. Franklin

317 papers A* 48A 22B 8C 1Misc 10Journal 143Unranked 74

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	Palimpzest: Optimizing AI-Powered Analytics with Declarative Query Processing. CIDR Chunwei Liu, Matthew Russo, Michael J. Cafarella, Lei Cao, Peter Baile Chen, Zui Chen, Michael J. Franklin, Tim Kraska, Samuel Madden, Rana Shahout, Gerardo Vitagliano
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
2025	J	`jnl`	VUS: Effective and Efficient Accuracy Measures for Time-Series Anomaly Detection. CoRR Paul Boniol, Ashwin K. Krishna, Marine Bruel, Qinghua Liu, Mingyi Huang, Themis Palpanas, Ruey S. Tsay, Aaron J. Elmore, Michael J. Franklin, John Paparrizos
2025	J	`jnl`	VUS: effective and efficient accuracy measures for time-series anomaly detection. VLDB J. Paul Boniol, Ashwin K. Krishna, Marine Bruel, Qinghua Liu, Mingyi Huang, Themis Palpanas, Ruey S. Tsay, Aaron J. Elmore, Michael J. Franklin, John Paparrizos
2024	J	`jnl`	A Declarative System for Optimizing AI Workloads. CoRR Chunwei Liu, Matthew Russo, Michael J. Cafarella, Lei Cao, Peter Baile Chen, Zui Chen, Michael J. Franklin, Tim Kraska, Samuel Madden, Gerardo Vitagliano
2024	J	`jnl`	Databases Unbound: Querying All of the World's Bytes with AI. Proc. VLDB Endow. Samuel Madden, Michael J. Cafarella, Michael J. Franklin, Tim Kraska
2024	A*	`conf`	Riveter: Adaptive Query Suspension and Resumption Framework for Cloud Native Databases. ICDE Rui Liu, Aaron J. Elmore, Michael J. Franklin, Sanjay Krishnan
2024	A	`conf`	Towards Resource-adaptive Query Execution in Cloud Native Databases. CIDR Rui Liu, Jun Hyuk Chang, Riki Otaki, Zhe Heng Eng, Aaron J. Elmore, Michael J. Franklin, Sanjay Krishnan
2023	J	`jnl`	Accelerating Similarity Search for Elastic Measures: A Study and New Generalization of Lower Bounding Distances. Proc. VLDB Endow. John Paparrizos, Kaize Wu, Aaron J. Elmore, Christos Faloutsos, Michael J. Franklin
2023	J	`jnl`	Data Station: Delegated, Trustworthy, and Auditable Computation to Enable Data-Sharing Consortia with a Data Escrow. CoRR Siyuan Xia, Zhiru Zhu, Chris Zhu, Jinjin Zhao, Kyle Chard, Aaron J. Elmore, Ian T. Foster, Michael J. Franklin, Sanjay Krishnan, Raul Castro Fernandez
2023	J	`jnl`	How Large Language Models Will Disrupt Data Management. Proc. VLDB Endow. Raul Castro Fernandez, Aaron J. Elmore, Michael J. Franklin, Sanjay Krishnan, Chenhao Tan
2023	J	`jnl`	Querying Time-Series Data: A Comprehensive Comparison of Distance Measures. IEEE Data Eng. Bull. John Paparrizos, Chunwei Liu, Aaron J. Elmore, Michael J. Franklin
2023	A*	`conf`	Rotary: A Resource Arbitration Framework for Progressive Iterative Analytics. ICDE Rui Liu, Aaron J. Elmore, Michael J. Franklin, Sanjay Krishnan
2023	J	`jnl`	Will LLMs reshape, supercharge, or kill data science? Proc. VLDB Endow. Alon Y. Halevy, Yejin Choi, Avrilia Floratou, Michael J. Franklin, Natasha F. Noy, Haixun Wang
2022	J	`jnl`	Data Station: Delegated, Trustworthy, and Auditable Computation to Enable Data-Sharing Consortia with a Data Escrow. Proc. VLDB Endow. Siyuan Xia, Zhiru Zhu, Chris Zhu, Jinjin Zhao, Kyle Chard, Aaron J. Elmore, Ian T. Foster, Michael J. Franklin, Sanjay Krishnan, Raul Castro Fernandez
2022	A*	`conf`	Fast Adaptive Similarity Search through Variance-Aware Quantization. ICDE John Paparrizos, Ikraduya Edian, Chunwei Liu, Aaron J. Elmore, Michael J. Franklin
2022	J	`jnl`	TSB-UAD: An End-to-End Benchmark Suite for Univariate Time-Series Anomaly Detection. Proc. VLDB Endow. John Paparrizos, Yuhao Kang, Paul Boniol, Ruey S. Tsay, Themis Palpanas, Michael J. Franklin
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	J	`jnl`	Theseus: Navigating the Labyrinth of Time-Series Anomaly Detection. Proc. VLDB Endow. Paul Boniol, John Paparrizos, Yuhao Kang, Themis Palpanas, Ruey S. Tsay, Aaron J. Elmore, Michael J. Franklin
2022	J	`jnl`	Volume Under the Surface: A New Accuracy Evaluation Measure for Time-Series Anomaly Detection. Proc. VLDB Endow. John Paparrizos, Paul Boniol, Themis Palpanas, Ruey S. Tsay, Aaron J. Elmore, Michael J. Franklin
2021	J	`jnl`	DLHub: Simplifying publication, discovery, and use of machine learning models in science. J. Parallel Distributed Comput. Zhuozhao Li, Ryan Chard, Logan T. Ward, Kyle Chard, Tyler J. Skluzacek, Yadu N. Babuji, Anna Woodard, Steven Tuecke, Ben Blaiszik, Michael J. Franklin, Ian T. Foster
2021	J	`jnl`	SAND in Action: Subsequence Anomaly Detection for Streams. Proc. VLDB Endow. Paul Boniol, John Paparrizos, Themis Palpanas, Michael J. Franklin
2021	J	`jnl`	SAND: Streaming Subsequence Anomaly Detection. Proc. VLDB Endow. Paul Boniol, John Paparrizos, Themis Palpanas, Michael J. Franklin
2021	—	`conf`	Understanding and optimizing packed neural network training for hyper-parameter tuning. DEEM@SIGMOD Rui Liu, Sanjay Krishnan, Aaron J. Elmore, Michael J. Franklin
2021	A	`conf`	VergeDB: A Database for IoT Analytics on Edge Devices. CIDR John Paparrizos, Chunwei Liu, Bruno Barbarioli, Johnny Hwang, Ikraduya Edian, Aaron J. Elmore, Michael J. Franklin, Sanjay Krishnan
2020	J	`jnl`	CrocodileDB in Action: Resource-Efficient Query Execution by Exploiting Time Slackness. Proc. VLDB Endow. Dixin Tang, Zechao Shang, Aaron J. Elmore, Sanjay Krishnan, Michael J. Franklin
2020	A	`conf`	CrocodileDB: Efficient Database Execution through Intelligent Deferment. CIDR Zechao Shang, Xi Liang, Dixin Tang, Cong Ding, Aaron J. Elmore, Sanjay Krishnan, Michael J. Franklin
2020	J	`jnl`	Data Market Platforms: Trading Data Assets to Solve Data Problems [Vision Paper]. CoRR Raul Castro Fernandez, Pranav Subramaniam, Michael J. Franklin
2020	J	`jnl`	Data Market Platforms: Trading Data Assets to Solve Data Problems. Proc. VLDB Endow. Raul Castro Fernandez, Pranav Subramaniam, Michael J. Franklin
2020	—	`conf`	Debunking Four Long-Standing Misconceptions of Time-Series Distance Measures. SIGMOD Conference John Paparrizos, Chunwei Liu, Aaron J. Elmore, Michael J. Franklin
2020	—	`conf`	Fast and Reliable Missing Data Contingency Analysis with Predicate-Constraints. SIGMOD Conference Xi Liang, Zechao Shang, Sanjay Krishnan, Aaron J. Elmore, Michael J. Franklin
2020	J	`jnl`	Fast and Reliable Missing Data Contingency Analysis with Predicate-Constraints. CoRR Xi Liang, Zechao Shang, Aaron J. Elmore, Sanjay Krishnan, Michael J. Franklin
2020	J	`jnl`	Kira: Processing Astronomy Imagery Using Big Data Technology. IEEE Trans. Big Data Zhao Zhang, Kyle Barbary, Frank Austin Nothaft, Evan Randall Sparks, Oliver Zahn, Michael J. Franklin, David A. Patterson, Saul Perlmutter
2020	J	`jnl`	The Data Station: Combining Data, Compute, and Market Forces. CoRR Raul Castro Fernandez, Kyle Chard, Ben Blaiszik, Sanjay Krishnan, Aaron J. Elmore, Ziad Obermeyer, Josh Risley, Sendhil Mullainathan, Michael J. Franklin, Ian T. Foster
2020	—	`conf`	Thrifty Query Execution via Incrementability. SIGMOD Conference Dixin Tang, Zechao Shang, Aaron J. Elmore, Sanjay Krishnan, Michael J. Franklin
2020	J	`jnl`	Understanding and Optimizing Packed Neural Network Training for Hyper-Parameter Tuning. CoRR Rui Liu, Sanjay Krishnan, Aaron J. Elmore, Michael J. Franklin
2019	J	`jnl`	Artificial Intelligence in Resource-Constrained and Shared Environments. ACM SIGOPS Oper. Syst. Rev. Sanjay Krishnan, Aaron J. Elmore, Michael J. Franklin, John Paparrizos, Zechao Shang, Adam Dziedzic, Rui Liu
2019	A*	`conf`	Band-limited Training and Inference for Convolutional Neural Networks. ICML Adam Dziedzic, John Paparrizos, Sanjay Krishnan, Aaron J. Elmore, Michael J. Franklin
2019	J	`jnl`	Band-limited Training and Inference for Convolutional Neural Networks. CoRR Adam Dziedzic, John Paparrizos, Sanjay Krishnan, Aaron J. Elmore, Michael J. Franklin
2019	A	`conf`	DLHub: Model and Data Serving for Science. IPDPS Ryan Chard, Zhuozhao Li, Kyle Chard, Logan T. Ward, Yadu N. Babuji, Anna Woodard, Steven Tuecke, Ben Blaiszik, Michael J. Franklin, Ian T. Foster
2019	J	`jnl`	GRAIL: Efficient Time-Series Representation Learning. Proc. VLDB Endow. John Paparrizos, Michael J. Franklin
2019	J	`jnl`	Intermittent Query Processing. Proc. VLDB Endow. Dixin Tang, Zechao Shang, Aaron J. Elmore, Sanjay Krishnan, Michael J. Franklin
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
2018	J	`jnl`	CYADB: A Database that Covers Your Ask. Proc. VLDB Endow. Zechao Shang, Will Brackenbury, Aaron J. Elmore, Michael J. Franklin
2018	J	`jnl`	DLHub: Model and Data Serving for Science. CoRR Ryan Chard, Zhuozhao Li, Kyle Chard, Logan T. Ward, Yadu N. Babuji, Anna Woodard, Steven Tuecke, Ben Blaiszik, Michael J. Franklin, Ian T. Foster
2018	—	`conf`	Draining the Data Swamp: A Similarity-based Approach. HILDA@SIGMOD Will Brackenbury, Rui Liu, Mainack Mondal, Aaron J. Elmore, Blase Ur, Kyle Chard, Michael J. Franklin
2018	J	`jnl`	Prototyping a Web-Scale Multimedia Retrieval Service Using Spark. ACM Trans. Multim. Comput. Commun. Appl. Gylfi Þór Guðmundsson, Björn Þór Jónsson, Laurent Amsaleg, Michael J. Franklin
2018	—	`ch.`	Publish/Subscribe Over Streams. Encyclopedia of Database Systems (2nd ed.) Yanlei Diao, Michael J. Franklin
2018	J	`jnl`	Realizing the potential of data science. Commun. ACM Francine Berman, Rob A. Rutenbar, Brent Hailpern, Henrik I. Christensen, Susan B. Davidson, Deborah Estrin, Michael J. Franklin, Margaret Martonosi, Padma Raghavan, Victoria Stodden, Alexander S. Szalay
2018	—	`ch.`	XML Publish/Subscribe. Encyclopedia of Database Systems (2nd ed.) Yanlei Diao, Michael J. Franklin
2017	J	`jnl`	BoostClean: Automated Error Detection and Repair for Machine Learning. CoRR Sanjay Krishnan, Michael J. Franklin, Ken Goldberg, Eugene Wu
2017	B	`conf`	Cioppino: Multi-Tenant Crowd Management. HCOMP Daniel Haas, Michael J. Franklin
2017	Misc	`conf`	Clipper: A Low-Latency Online Prediction Serving System. NSDI Daniel Crankshaw, Xin Wang, Giulio Zhou, Michael J. Franklin, Joseph E. Gonzalez, Ion Stoica
2017	A*	`conf`	Crowdsourced Data Management: A Survey. ICDE Guoliang Li, Jiannan Wang, Yudian Zheng, Michael J. Franklin
2017	A*	`conf`	Data Science Education: We're Missing the Boat, Again. ICDE Bill Howe, Michael J. Franklin, Laura M. Haas, Tim Kraska, Jeffrey D. Ullman
2017	A	`conf`	Diagnosing Machine Learning Pipelines with Fine-grained Lineage. HPDC Zhao Zhang, Evan Randall Sparks, Michael J. Franklin
2017	A*	`conf`	Drizzle: Fast and Adaptable Stream Processing at Scale. SOSP Shivaram Venkataraman, Aurojit Panda, Kay Ousterhout, Michael Armbrust, Ali Ghodsi, Michael J. Franklin, Benjamin Recht, Ion Stoica
2017	A*	`conf`	KeystoneML: Optimizing Pipelines for Large-Scale Advanced Analytics. ICDE Evan Randall Sparks, Shivaram Venkataraman, Tomer Kaftan, Michael J. Franklin, Benjamin Recht
2017	A	`conf`	Towards Engineering a Web-Scale Multimedia Service: A Case Study Using Spark. MMSys Gylfi Þór Guðmundsson, Laurent Amsaleg, Björn Þór Jónsson, Michael J. Franklin
2016	—	`conf`	ActiveClean: An Interactive Data Cleaning Framework For Modern Machine Learning. SIGMOD Conference Sanjay Krishnan, Michael J. Franklin, Ken Goldberg, Jiannan Wang, Eugene Wu
2016	J	`jnl`	ActiveClean: Interactive Data Cleaning For Statistical Modeling. Proc. VLDB Endow. Sanjay Krishnan, Jiannan Wang, Eugene Wu, Michael J. Franklin, Ken Goldberg
2016	J	`jnl`	ActiveClean: Interactive Data Cleaning While Learning Convex Loss Models. CoRR Sanjay Krishnan, Jiannan Wang, Eugene Wu, Michael J. Franklin, Ken Goldberg
2016	J	`jnl`	Answering enumeration queries with the crowd. Commun. ACM Beth Trushkowsky, Tim Kraska, Michael J. Franklin, Purnamrita Sarkar
2016	J	`jnl`	Apache Spark: a unified engine for big data processing. Commun. ACM Matei Zaharia, Reynold S. Xin, Patrick Wendell, Tathagata Das, Michael Armbrust, Ankur Dave, Xiangrui Meng, Josh Rosen, Shivaram Venkataraman, Michael J. Franklin, Ali Ghodsi, Joseph Gonzalez, Scott Shenker, Ion Stoica
2016	J	`jnl`	Clipper: A Low-Latency Online Prediction Serving System. CoRR Daniel Crankshaw, Xin Wang, Giulio Zhou, Michael J. Franklin, Joseph E. Gonzalez, Ion Stoica
2016	J	`jnl`	Crowdsourced Data Management: A Survey. IEEE Trans. Knowl. Data Eng. Guoliang Li, Jiannan Wang, Yudian Zheng, Michael J. Franklin
2016	Misc	`conf`	Ernest: Efficient Performance Prediction for Large-Scale Advanced Analytics. NSDI Shivaram Venkataraman, Zongheng Yang, Michael J. Franklin, Benjamin Recht, Ion Stoica
2016	—	`ch.`	High-Performance XML Message Brokering. Data Stream Management Yanlei Diao, Michael J. Franklin
2016	J	`jnl`	KeystoneML: Optimizing Pipelines for Large-Scale Advanced Analytics. CoRR Evan Randall Sparks, Shivaram Venkataraman, Tomer Kaftan, Michael J. Franklin, Benjamin Recht
2016	—	`conf`	Large-scale supervised learning of the grasp robustness of surface patch pairs. SIMPAR Daniel Seita, Florian T. Pokorny, Jeffrey Mahler, Danica Kragic, Michael J. Franklin, John F. Canny, Kenneth Y. Goldberg
2016	J	`jnl`	MLlib: Machine Learning in Apache Spark. J. Mach. Learn. Res. Xiangrui Meng, Joseph K. Bradley, Burak Yavuz, Evan Randall Sparks, Shivaram Venkataraman, Davies Liu, Jeremy Freeman, D. B. Tsai, Manish Amde, Sean Owen, Doris Xin, Reynold Xin, Michael J. Franklin, Reza Zadeh, Matei Zaharia, Ameet Talwalkar
2016	—	`conf`	PrivateClean: Data Cleaning and Differential Privacy. SIGMOD Conference Sanjay Krishnan, Jiannan Wang, Michael J. Franklin, Ken Goldberg, Tim Kraska
2016	J	`jnl`	Scalable Linear Causal Inference for Irregularly Sampled Time Series with Long Range Dependencies. CoRR Francois W. Belletti, Evan Randall Sparks, Michael J. Franklin, Alexandre M. Bayen, Joseph E. Gonzalez
2016	J	`jnl`	Skipping-oriented Partitioning for Columnar Layouts. Proc. VLDB Endow. Liwen Sun, Michael J. Franklin, Jiannan Wang, Eugene Wu
2016	—	`conf`	SparkR: Scaling R Programs with Spark. SIGMOD Conference Shivaram Venkataraman, Zongheng Yang, Davies Liu, Eric Liang, Hossein Falaki, Xiangrui Meng, Reynold Xin, Ali Ghodsi, Michael J. Franklin, Ion Stoica, Matei Zaharia
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`	Towards reliable interactive data cleaning: a user survey and recommendations. HILDA@SIGMOD Sanjay Krishnan, Daniel Haas, Michael J. Franklin, Eugene Wu
2015	J	`jnl`	Asynchronous Complex Analytics in a Distributed Dataflow Architecture. CoRR Joseph E. Gonzalez, Peter Bailis, Michael I. Jordan, Michael J. Franklin, Joseph M. Hellerstein, Ali Ghodsi, Ion Stoica
2015	—	`conf`	Automating model search for large scale machine learning. SoCC Evan Randall Sparks, Ameet Talwalkar, Daniel Haas, Michael J. Franklin, Michael I. Jordan, Tim Kraska
2015	A	`conf`	Big Data: New Paradigm or "Sound and Fury, Signifying Nothing"? WSDM Andrei Z. Broder, Lada A. Adamic, Michael J. Franklin, Maarten de Rijke, Eric P. Xing, Kai Yu
2015	J	`jnl`	CLAMShell: Speeding up Crowds for Low-latency Data Labeling. CoRR Daniel Haas, Jiannan Wang, Eugene Wu, Michael J. Franklin
2015	J	`jnl`	CLAMShell: Speeding up Crowds for Low-latency Data Labeling. Proc. VLDB Endow. Daniel Haas, Jiannan Wang, Eugene Wu, Michael J. Franklin
2015	J	`jnl`	CSA: Streaming Engine for Internet of Things. IEEE Data Eng. Bull. Zhitao Shen, Vikram Kumaran, Michael J. Franklin, Sailesh Krishnamurthy, Amit Bhat, Madhu Kumar, Robert Lerche, Kim Macpherson
2015	J	`jnl`	Crowdsourcing Enumeration Queries: Estimators and Interfaces. IEEE Trans. Knowl. Data Eng. Beth Trushkowsky, Tim Kraska, Michael J. Franklin, Purnamrita Sarkar, Venketaram Ramachandran
2015	J	`jnl`	Embarrassingly Parallel Time Series Analysis for Large Scale Weak Memory Systems. CoRR Francois Belletti, Evan Randall Sparks, Michael J. Franklin, Alexandre M. Bayen
2015	—	`conf`	Feral Concurrency Control: An Empirical Investigation of Modern Application Integrity. SIGMOD Conference Peter Bailis, Alan D. Fekete, Michael J. Franklin, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica
2015	J	`jnl`	MLlib: Machine Learning in Apache Spark. CoRR Xiangrui Meng, Joseph K. Bradley, Burak Yavuz, Evan Randall Sparks, Shivaram Venkataraman, Davies Liu, Jeremy Freeman, D. B. Tsai, Manish Amde, Sean Owen, Doris Xin, Reynold Xin, Michael J. Franklin, Reza Zadeh, Matei Zaharia, Ameet Talwalkar
2015	A	`conf`	Making Sense of Big Data with the Berkeley Data Analytics Stack. WSDM Michael J. Franklin
2015	—	`conf`	Managing information for personal goals (vision). ICDE Workshops Alan D. Fekete, Judy Kay, Michael J. Franklin, Debjanee Barua, Bob Kummerfeld
2015	—	`conf`	Rethinking Data-Intensive Science Using Scalable Analytics Systems. SIGMOD Conference Frank Austin Nothaft, Matt Massie, Timothy Danford, Zhao Zhang, Uri Laserson, Carl Yeksigian, Jey Kottalam, Arun Ahuja, Jeff Hammerbacher, Michael D. Linderman, Michael J. Franklin, Anthony D. Joseph, David A. Patterson
2015	J	`jnl`	SampleClean: Fast and Reliable Analytics on Dirty Data. IEEE Data Eng. Bull. Sanjay Krishnan, Jiannan Wang, Michael J. Franklin, Ken Goldberg, Tim Kraska, Tova Milo, Eugene Wu
2015	J	`jnl`	Scientific Computing Meets Big Data Technology: An Astronomy Use Case. CoRR Zhao Zhang, Kyle Barbary, Frank Austin Nothaft, Evan Randall Sparks, Oliver Zahn, Michael J. Franklin, David A. Patterson, Saul Perlmutter
2015	—	`conf`	Scientific computing meets big data technology: An astronomy use case. IEEE BigData Zhao Zhang, Kyle Barbary, Frank Austin Nothaft, Evan Randall Sparks, Oliver Zahn, Michael J. Franklin, David A. Patterson, Saul Perlmutter
2015	—	`conf`	Spark SQL: Relational Data Processing in Spark. SIGMOD Conference Michael Armbrust, Reynold S. Xin, Cheng Lian, Yin Huai, Davies Liu, Joseph K. Bradley, Xiangrui Meng, Tomer Kaftan, Michael J. Franklin, Ali Ghodsi, Matei Zaharia
2015	J	`jnl`	Stale View Cleaning: Getting Fresh Answers from Stale Materialized Views. CoRR Sanjay Krishnan, Jiannan Wang, Michael J. Franklin, Ken Goldberg, Tim Kraska
2015	J	`jnl`	Stale View Cleaning: Getting Fresh Answers from Stale Materialized Views. Proc. VLDB Endow. Sanjay Krishnan, Jiannan Wang, Michael J. Franklin, Ken Goldberg, Tim Kraska
2015	A	`conf`	The Missing Piece in Complex Analytics: Low Latency, Scalable Model Management and Serving with Velox. CIDR Daniel Crankshaw, Peter Bailis, Joseph E. Gonzalez, Haoyuan Li, Zhao Zhang, Michael J. Franklin, Ali Ghodsi, Michael I. Jordan
2015	J	`jnl`	TuPAQ: An Efficient Planner for Large-scale Predictive Analytic Queries. CoRR Evan Randall Sparks, Ameet Talwalkar, Michael J. Franklin, Michael I. Jordan, Tim Kraska
2015	J	`jnl`	Wisteria: Nurturing Scalable Data Cleaning Infrastructure. Proc. VLDB Endow. Daniel Haas, Sanjay Krishnan, Jiannan Wang, Michael J. Franklin, Eugene Wu
2014	J	`jnl`	A Partitioning Framework for Aggressive Data Skipping. Proc. VLDB Endow. Liwen Sun, Sanjay Krishnan, Reynold S. Xin, Michael J. Franklin
2014	A	`conf`	A methodology for learning, analyzing, and mitigating social influence bias in recommender systems. RecSys Sanjay Krishnan, Jay Patel, Michael J. Franklin, Ken Goldberg
2014	—	`conf`	A sample-and-clean framework for fast and accurate query processing on dirty data. SIGMOD Conference Jiannan Wang, Sanjay Krishnan, Michael J. Franklin, Ken Goldberg, Tim Kraska, Tova Milo
2014	—	`ch.`	Concurrency Control and Recovery. Computing Handbook, 3rd ed. (2) Michael J. Franklin
2014	J	`jnl`	Coordination Avoidance in Database Systems. Proc. VLDB Endow. Peter Bailis, Alan D. Fekete, Michael J. Franklin, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica
2014	J	`jnl`	Coordination-Avoiding Database Systems. CoRR Peter Bailis, Alan D. Fekete, Michael J. Franklin, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica
2014	—	`conf`	Data Science Challenges in Real Estate Asset and Capital Markets. DSMM Douglas Burdick, Michael J. Franklin, Paulo Issler, Rajasekar Krishnamurthy, Lucian Popa, Louiqa Raschid, Richard Stanton, Nancy Wallace
2014	—	`conf`	Fine-grained partitioning for aggressive data skipping. SIGMOD Conference Liwen Sun, Michael J. Franklin, Sanjay Krishnan, Reynold S. Xin
2014	A*	`conf`	GraphX: Graph Processing in a Distributed Dataflow Framework. OSDI Joseph E. Gonzalez, Reynold S. Xin, Ankur Dave, Daniel Crankshaw, Michael J. Franklin, Ion Stoica
2014	J	`jnl`	GraphX: Unifying Data-Parallel and Graph-Parallel Analytics. CoRR Reynold S. Xin, Daniel Crankshaw, Ankur Dave, Joseph E. Gonzalez, Michael J. Franklin, Ion Stoica
2014	J	`jnl`	Leveraging Transitive Relations for Crowdsourced Joins. CoRR Jiannan Wang, Guoliang Li, Tim Kraska, Michael J. Franklin, Jianhua Feng
2014	—	`conf`	PLANET: making progress with commit processing in unpredictable environments. SIGMOD Conference Gene Pang, Tim Kraska, Michael J. Franklin, Alan D. Fekete
2014	J	`jnl`	Quantifying eventual consistency with PBS. Commun. ACM Peter Bailis, Shivaram Venkataraman, Michael J. Franklin, Joseph M. Hellerstein, Ion Stoica
2014	J	`jnl`	Quantifying eventual consistency with PBS. VLDB J. Peter Bailis, Shivaram Venkataraman, Michael J. Franklin, Joseph M. Hellerstein, Ion Stoica
2014	—	`conf`	Record Placement Based on Data Skew Using Solid State Drives. BPOE@ASPLOS/VLDB Jun Suzuki, Shivaram Venkataraman, Sameer Agarwal, Michael J. Franklin, Ion Stoica
2014	J	`jnl`	Scaling Up Crowd-Sourcing to Very Large Datasets: A Case for Active Learning. Proc. VLDB Endow. Barzan Mozafari, Purnamrita Sarkar, Michael J. Franklin, Michael I. Jordan, Samuel Madden
2014	—	`conf`	Should we all be teaching "intro to data science" instead of "intro to databases"? SIGMOD Conference Bill Howe, Michael J. Franklin, Juliana Freire, James Frew, Tim Kraska, Raghu Ramakrishnan
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 Expected Optimal Labeling Order Problem for Crowdsourced Joins and Entity Resolution. CoRR Jiannan Wang, Guoliang Li, Tim Kraska, Michael J. Franklin, Jianhua Feng
2014	J	`jnl`	The Missing Piece in Complex Analytics: Low Latency, Scalable Model Management and Serving with Velox. CoRR Daniel Crankshaw, Peter Bailis, Joseph E. Gonzalez, Haoyuan Li, Zhao Zhang, Michael J. Franklin, Ali Ghodsi, Michael I. Jordan
2014	A*	`conf`	The Power of Choice in Data-Aware Cluster Scheduling. OSDI Shivaram Venkataraman, Aurojit Panda, Ganesh Ananthanarayanan, Michael J. Franklin, Ion Stoica
2013	—	`conf`	A Framework for Adaptive Crowd Query Processing. HCOMP (Works in Progress / Demos) Beth Trushkowsky, Tim Kraska, Michael J. Franklin
2013	A	`conf`	CrowdQ: Crowdsourced Query Understanding. CIDR Gianluca Demartini, Beth Trushkowsky, Tim Kraska, Michael J. Franklin
2013	A*	`conf`	Crowdsourced enumeration queries. ICDE Beth Trushkowsky, Tim Kraska, Michael J. Franklin, Purnamrita Sarkar
2013	—	`conf`	Generalized scale independence through incremental precomputation. SIGMOD Conference Michael Armbrust, Eric Liang, Tim Kraska, Armando Fox, Michael J. Franklin, David A. Patterson
2013	—	`conf`	GraphX: a resilient distributed graph system on Spark. GRADES Reynold S. Xin, Joseph E. Gonzalez, Michael J. Franklin, Ion Stoica
2013	—	`conf`	Leveraging transitive relations for crowdsourced joins. SIGMOD Conference Jiannan Wang, Guoliang Li, Tim Kraska, Michael J. Franklin, Jianhua Feng
2013	A	`conf`	MDCC: multi-data center consistency. EuroSys Tim Kraska, Gene Pang, Michael J. Franklin, Samuel Madden, Alan D. Fekete
2013	A*	`conf`	MLI: An API for Distributed Machine Learning. ICDM Evan Randall Sparks, Ameet Talwalkar, Virginia Smith, Jey Kottalam, Xinghao Pan, Joseph E. Gonzalez, Michael J. Franklin, Michael I. Jordan, Tim Kraska
2013	J	`jnl`	MLI: An API for Distributed Machine Learning. CoRR Evan Randall Sparks, Ameet Talwalkar, Virginia Smith, Jey Kottalam, Xinghao Pan, Joseph E. Gonzalez, Michael J. Franklin, Michael I. Jordan, Tim Kraska
2013	A	`conf`	MLbase: A Distributed Machine-learning System. CIDR Tim Kraska, Ameet Talwalkar, John C. Duchi, Rean Griffith, Michael J. Franklin, Michael I. Jordan
2013	B	`conf`	Making sense of big data with the Berkeley data analytics stack. SSDBM Michael J. Franklin
2013	—	`conf`	PBS at work: advancing data management with consistency metrics. SIGMOD Conference Peter Bailis, Shivaram Venkataraman, Michael J. Franklin, Joseph M. Hellerstein, Ion Stoica
2013	—	`conf`	RTP: robust tenant placement for elastic in-memory database clusters. SIGMOD Conference Jan Schaffner, Tim Januschowski, Megan Kercher, Tim Kraska, Hasso Plattner, Michael J. Franklin, Dean Jacobs
2013	—	`conf`	Shark: SQL and rich analytics at scale. SIGMOD Conference Reynold S. Xin, Josh Rosen, Matei Zaharia, Michael J. Franklin, Scott Shenker, Ion Stoica
2012	J	`jnl`	Active Learning for Crowd-Sourced Databases CoRR Barzan Mozafari, Purnamrita Sarkar, Michael J. Franklin, Michael I. Jordan, Samuel Madden
2012	J	`jnl`	CrowdER: Crowdsourcing Entity Resolution CoRR Jiannan Wang, Tim Kraska, Michael J. Franklin, Jianhua Feng
2012	J	`jnl`	CrowdER: Crowdsourcing Entity Resolution. Proc. VLDB Endow. Jiannan Wang, Tim Kraska, Michael J. Franklin, Jianhua Feng
2012	J	`jnl`	Fast and Interactive Analytics over Hadoop Data with Spark. login Usenix Mag. Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave, Justin Ma, James Murphy McCauley, Michael J. Franklin, Scott Shenker, Ion Stoica
2012	J	`jnl`	Getting It All from the Crowd CoRR Beth Trushkowsky, Tim Kraska, Michael J. Franklin, Purnamrita Sarkar
2012	J	`jnl`	MDCC: Multi-Data Center Consistency CoRR Tim Kraska, Gene Pang, Michael J. Franklin, Samuel Madden
2012	J	`jnl`	Probabilistically Bounded Staleness for Practical Partial Quorums CoRR Peter Bailis, Shivaram Venkataraman, Michael J. Franklin, Joseph M. Hellerstein, Ion Stoica
2012	J	`jnl`	Probabilistically Bounded Staleness for Practical Partial Quorums. Proc. VLDB Endow. Peter Bailis, Shivaram Venkataraman, Michael J. Franklin, Joseph M. Hellerstein, Ion Stoica
2012	Misc	`conf`	Resilient Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster Computing. NSDI Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave, Justin Ma, Murphy McCauly, Michael J. Franklin, Scott Shenker, Ion Stoica
2012	J	`jnl`	Shark: SQL and Rich Analytics at Scale CoRR Reynold Xin, Josh Rosen, Matei Zaharia, Michael J. Franklin, Scott Shenker, Ion Stoica
2012	—	`conf`	Shark: fast data analysis using coarse-grained distributed memory. SIGMOD Conference Cliff Engle, Antonio Lupher, Reynold Xin, Matei Zaharia, Michael J. Franklin, Scott Shenker, Ion Stoica
2012	J	`jnl`	Special section on large-scale analytics. VLDB J. Wolfgang Lehner, Michael J. Franklin
2011	J	`jnl`	CrowdDB: Query Processing with the VLDB Crowd. Proc. VLDB Endow. Amber Feng, Michael J. Franklin, Donald Kossmann, Tim Kraska, Samuel Madden, Sukriti Ramesh, Andrew Wang, Reynold Xin
2011	—	`conf`	CrowdDB: answering queries with crowdsourcing. SIGMOD Conference Michael J. Franklin, Donald Kossmann, Tim Kraska, Sukriti Ramesh, Reynold Xin
2011	J	`jnl`	Crowdsourcing Applications and Platforms: A Data Management Perspective. Proc. VLDB Endow. AnHai Doan, Michael J. Franklin, Donald Kossmann, Tim Kraska
2011	J	`jnl`	Data analysis at astonishing speed: technical perspective. Commun. ACM Michael J. Franklin
2011	—	`conf`	Hybrid in-database inference for declarative information extraction. SIGMOD Conference Daisy Zhe Wang, Michael J. Franklin, Minos N. Garofalakis, Joseph M. Hellerstein, Michael L. Wick
2011	B	`conf`	Mobile Data Management - A Dozen Years Later. Mobile Data Management (1) Michael J. Franklin
2011	J	`jnl`	PIQL: Success-Tolerant Query Processing in the Cloud CoRR Michael Armbrust, Kristal Curtis, Tim Kraska, Armando Fox, Michael J. Franklin, David A. Patterson
2011	J	`jnl`	PIQL: Success-Tolerant Query Processing in the Cloud. Proc. VLDB Endow. Michael Armbrust, Kristal Curtis, Tim Kraska, Armando Fox, Michael J. Franklin, David A. Patterson
2011	—	`conf`	Scaling the mobile millennium system in the cloud. SoCC Timothy Hunter, Teodor Mihai Moldovan, Matei Zaharia, Samy Merzgui, Justin Ma, Michael J. Franklin, Pieter Abbeel, Alexandre M. Bayen
2011	A	`conf`	The SCADS Director: Scaling a Distributed Storage System Under Stringent Performance Requirements. FAST Beth Trushkowsky, Peter Bodík, Armando Fox, Michael J. Franklin, Michael I. Jordan, David A. Patterson
2010	—	`conf`	Characterizing, modeling, and generating workload spikes for stateful services. SoCC Peter Bodík, Armando Fox, Michael J. Franklin, Michael I. Jordan, David A. Patterson
2010	—	`conf`	Continuous analytics over discontinuous streams. SIGMOD Conference Sailesh Krishnamurthy, Michael J. Franklin, Jeffrey Davis, Daniel Farina, Pasha Golovko, Alan Li, Neil Thombre
2010	—	`conf`	Continuous analytics: data stream query processing in practice. DEBS Michael J. Franklin
2010	—	`conf`	Crowds, clouds, and algorithms: exploring the human side of "big data" applications. SIGMOD Conference Sihem Amer-Yahia, AnHai Doan, Jon M. Kleinberg, Nick Koudas, Michael J. Franklin
2010	—	`conf`	PIQL: a performance insightful query language. SIGMOD Conference Michael Armbrust, Stephen Tu, Armando Fox, Michael J. Franklin, David A. Patterson, Nick Lanham, Beth Trushkowsky, Jesse Trutna
2010	A*	`conf`	Probabilistic declarative information extraction. ICDE Daisy Zhe Wang, Eirinaios Michelakis, Michael J. Franklin, Minos N. Garofalakis, Joseph M. Hellerstein
2010	J	`jnl`	Querying Probabilistic Information Extraction. Proc. VLDB Endow. Daisy Zhe Wang, Michael J. Franklin, Minos N. Garofalakis, Joseph M. Hellerstein
2010	C	`conf`	Solving the Scalability Dilemma with Clouds, Crowds, and Algorithms. GPC Michael J. Franklin
2010	—	`conf`	Spark: Cluster Computing with Working Sets. HotCloud Matei Zaharia, Mosharaf Chowdhury, Michael J. Franklin, Scott Shenker, Ion Stoica
2010	—	`conf`	The case for PIQL: a performance insightful query language. SoCC Michael Armbrust, Nick Lanham, Stephen Tu, Armando Fox, Michael J. Franklin, David A. Patterson
2009	A	`conf`	Continuous Analytics: Rethinking Query Processing in a Network-Effect World. CIDR Michael J. Franklin, Sailesh Krishnamurthy, Neil Conway, Alan Li, Alexander Russakovsky, Neil Thombre
2009	—	`conf`	Dataspaces: Progress and Prospects. BNCOD Michael J. Franklin
2009	—	`conf`	Functional Dependency Generation and Applications in Pay-As-You-Go Data Integration Systems. WebDB Daisy Zhe Wang, Xin Luna Dong, Anish Das Sarma, Michael J. Franklin, Alon Y. Halevy
2009	—	`ch.`	Publish/Subscribe over Streams. Encyclopedia of Database Systems Yanlei Diao, Michael J. Franklin
2009	J	`jnl`	The Claremont report on database research. Commun. ACM Rakesh Agrawal, Anastasia Ailamaki, Philip A. Bernstein, Eric A. Brewer, Michael J. Carey, Surajit Chaudhuri, AnHai Doan, Daniela Florescu, Michael J. Franklin, Hector Garcia-Molina, Johannes Gehrke, Le Gruenwald, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, Henry F. Korth, Donald Kossmann, Samuel Madden, Roger Magoulas, Beng Chin Ooi, Tim O'Reilly, Raghu Ramakrishnan, Sunita Sarawagi, Michael Stonebraker, Alexander S. Szalay, Gerhard Weikum
2009	—	`ch.`	XML Publish/Subscribe. Encyclopedia of Database Systems Yanlei Diao, Michael J. Franklin
2008	J	`jnl`	A first tutorial on dataspaces. Proc. VLDB Endow. Michael J. Franklin, Alon Y. Halevy, David Maier
2008	J	`jnl`	An adaptive RFID middleware for supporting metaphysical data independence. VLDB J. Shawn R. Jeffery, Michael J. Franklin, Minos N. Garofalakis
2008	—	`conf`	Pay-as-you-go user feedback for dataspace systems. SIGMOD Conference Shawn R. Jeffery, Michael J. Franklin, Alon Y. Halevy
2008	J	`jnl`	The Claremont report on database research. SIGMOD Rec. Rakesh Agrawal, Anastasia Ailamaki, Philip A. Bernstein, Eric A. Brewer, Michael J. Carey, Surajit Chaudhuri, AnHai Doan, Daniela Florescu, Michael J. Franklin, Hector Garcia-Molina, Johannes Gehrke, Le Gruenwald, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, Henry F. Korth, Donald Kossmann, Samuel Madden, Roger Magoulas, Beng Chin Ooi, Tim O'Reilly, Raghu Ramakrishnan, Sunita Sarawagi, Michael Stonebraker, Alexander S. Szalay, Gerhard Weikum
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	A	`conf`	LagOver: Latency Gradated Overlays. ICDCS Anwitaman Datta, Ion Stoica, Michael J. Franklin
2007	J	`jnl`	Thinking Big About Tiny Databases. IEEE Data Eng. Bull. Michael J. Franklin, Joseph M. Hellerstein, Samuel Madden
2006	A*	`conf`	A Pipelined Framework for Online Cleaning of Sensor Data Streams. ICDE Shawn R. Jeffery, Gustavo Alonso, Michael J. Franklin, Wei Hong, Jennifer Widom
2006	A*	`conf`	Adaptive Cleaning for RFID Data Streams. VLDB Shawn R. Jeffery, Minos N. Garofalakis, Michael J. Franklin
2006	A*	`conf`	Adaptive Execution of Variable-Accuracy Functions. VLDB Matthew Denny, Michael J. Franklin
2006	B	`conf`	Data-Preservation in Scientific Workflow Middleware. SSDBM David T. Liu, Michael J. Franklin, Ghaleb Abdulla, Jim Garlick, Marcus Miller
2006	B	`conf`	Dataspaces: A New Abstraction for Information Management. DASFAA Alon Y. Halevy, Michael J. Franklin, David Maier
2006	A*	`conf`	Dataspaces: Co-existence with Heterogeneity. KR David Maier, Alon Y. Halevy, Michael J. Franklin
2006	—	`conf`	Declarative Support for Sensor Data Cleaning. Pervasive Shawn R. Jeffery, Gustavo Alonso, Michael J. Franklin, Wei Hong, Jennifer Widom
2006	—	`conf`	On-the-fly sharing for streamed aggregation. SIGMOD Conference Sailesh Krishnamurthy, Chung Wu, Michael J. Franklin
2006	A*	`conf`	Operators for Expensive Functions in Continuous Queries. ICDE Matthew Denny, Michael J. Franklin
2006	J	`jnl`	Performance and overhead of semantic cache management. ACM Trans. Internet Techn. Björn Þór Jónsson, María Arinbjarnar, Bjarnsteinn Þórsson, Michael J. Franklin, Divesh Srivastava
2006	A*	`conf`	Principles of dataspace systems. PODS Alon Y. Halevy, Michael J. Franklin, David Maier
2006	J	`jnl`	Probabilistic Data Management for Pervasive Computing: The IEEE Data Eng. Bull. Minos N. Garofalakis, Kurt P. Brown, Michael J. Franklin, Joseph M. Hellerstein, Daisy Zhe Wang, Eirinaios Michelakis, Liviu Tancau, Eugene Wu, Shawn R. Jeffery, Ryan Aipperspach
2005	J	`jnl`	Candidates for the upcoming ACM SIGMOD elections. SIGMOD Rec. Michael J. Franklin
2005	A	`conf`	Design Considerations for High Fan-In Systems: The HiFi Approach. CIDR Michael J. Franklin, Shawn R. Jeffery, Sailesh Krishnamurthy, Frederick Reiss, Shariq Rizvi, Eugene Wu, Owen Cooper, Anil Edakkunni, Wei Hong
2005	—	`conf`	Events on the edge. SIGMOD Conference Shariq Rizvi, Shawn R. Jeffery, Sailesh Krishnamurthy, Michael J. Franklin, Nathan Burkhart, Anil Edakkunni, Linus Liang
2005	J	`jnl`	From databases to dataspaces: a new abstraction for information management. SIGMOD Rec. Michael J. Franklin, Alon Y. Halevy, David Maier
2005	—	`conf`	Predicate Result Range Caching for Continuous Queries. SIGMOD Conference Matthew Denny, Michael J. Franklin
2005	A*	`ed.`	Proceedings of the 21st International Conference on Data Engineering, ICDE 2005, 5-8 April 2005, Tokyo, Japan ICDE Karl Aberer, Michael J. Franklin, Shojiro Nishio
2005	J	`jnl`	The Lowell database research self-assessment. Commun. ACM Serge Abiteboul, Rakesh Agrawal, Philip A. Bernstein, Michael J. Carey, Stefano Ceri, W. Bruce Croft, David J. DeWitt, Michael J. Franklin, Hector Garcia-Molina, Dieter Gawlick, Jim Gray, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, Martin L. Kersten, Michael J. Pazzani, Michael Lesk, David Maier, Jeffrey F. Naughton, Hans-Jörg Schek, Timos K. Sellis, Avi Silberschatz, Michael Stonebraker, Richard T. Snodgrass, Jeffrey D. Ullman, Gerhard Weikum, Jennifer Widom, Stanley B. Zdonik
2005	J	`jnl`	TinyDB: an acquisitional query processing system for sensor networks. ACM Trans. Database Syst. Samuel Madden, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong
2004	J	`jnl`	Edison: Database-Supported Synchronization for PDAs. Distributed Parallel Databases Matthew Denny, Michael J. Franklin
2004	J	`jnl`	Foreword. ACM Trans. Database Syst. Phokion G. Kolaitis, Michael J. Franklin
2004	A*	`conf`	HiFi: A Unified Architecture for High Fan-in Systems. VLDB Owen Cooper, Anil Edakkunni, Michael J. Franklin, Wei Hong, Shawn R. Jeffery, Sailesh Krishnamurthy, Frederick Reiss, Shariq Rizvi, Eugene Wu
2004	—	`conf`	Implementing Memoization in a Streaming XQuery Processor. XSym Yanlei Diao, Daniela Florescu, Donald Kossmann, Michael J. Carey, Michael J. Franklin
2004	A*	`conf`	Remembrance of Streams Past: Overload-Sensitive Management of Archived Streams. VLDB Sirish Chandrasekaran, Michael J. Franklin
2004	—	`conf`	Rethinking the Conference Reviewing Process - Panel. SIGMOD Conference Michael J. Franklin, Jennifer Widom, Gerhard Weikum, Philip A. Bernstein, Alon Y. Halevy, David J. DeWitt, Anastassia Ailamaki, Zachary G. Ives
2004	A*	`conf`	The Case for Precision Sharing. VLDB Sailesh Krishnamurthy, Michael J. Franklin, Joseph M. Hellerstein, Garrett Jacobson
2004	A*	`conf`	The Design of GridDB: A Data-Centric Overlay for the Scientific Grid. VLDB David T. Liu, Michael J. Franklin
2004	A*	`conf`	Towards an Internet-Scale XML Dissemination Service. VLDB Yanlei Diao, Shariq Rizvi, Michael J. Franklin
2003	A*	`conf`	A Database Striptease or How to Manage Your Personal Databases. VLDB Martin L. Kersten, Gerhard Weikum, Michael J. Franklin, Daniel A. Keim, Alejandro P. Buchmann, Surajit Chaudhuri
2003	J	`jnl`	Deno: A Decentralized, Peer-to-Peer Object-Replication System for Weakly Connected Environments. IEEE Trans. Computers Ugur Çetintemel, Peter J. Keleher, Bobby Bhattacharjee, Michael J. Franklin
2003	A*	`conf`	Flux: An Adaptive Partitioning Operator for Continuous Query Systems. ICDE Mehul A. Shah, Joseph M. Hellerstein, Sirish Chandrasekaran, Michael J. Franklin
2003	—	`conf`	GridDB: A Database Interface to the Grid. SIGMOD Conference David T. Liu, Michael J. Franklin, Devesh Parekh
2003	J	`jnl`	High-Performance XML Filtering: An Overview of YFilter. IEEE Data Eng. Bull. Yanlei Diao, Michael J. Franklin
2003	J	`jnl`	Mobile Data Management (Part 2) - The Design of a Scalable Discovery Service for Moving Networked Resources. IEEE Distributed Syst. Online Matthew Denny, Michael J. Franklin, Paul C. Castro, Apratim Purakayastha
2003	B	`conf`	Mobiscope: A Scalable Spatial Discovery Service for Mobile Network Resources. Mobile Data Management Matthew Denny, Michael J. Franklin, Paul C. Castro, Apratim Purakayastha
2003	J	`jnl`	PSoup: a system for streaming queries over streaming data. VLDB J. Sirish Chandrasekaran, Michael J. Franklin
2003	J	`jnl`	Path sharing and predicate evaluation for high-performance XML filtering. ACM Trans. Database Syst. Yanlei Diao, Mehmet Altinel, Michael J. Franklin, Hao Zhang, Peter M. Fischer
2003	A*	`conf`	Profile-Driven Cache Management. ICDE Mitch Cherniack, Eduardo F. Galvez, Michael J. Franklin, Stanley B. Zdonik
2003	A*	`conf`	Query Processing for High-Volume XML Message Brokering. VLDB Yanlei Diao, Michael J. Franklin
2003	A*	`conf`	Scheduling for shared window joins over data streams. VLDB Moustafa A. Hammad, Michael J. Franklin, Walid G. Aref, Ahmed K. Elmagarmid
2003	J	`jnl`	TelegraphCQ: An Architectural Status Report. IEEE Data Eng. Bull. Sailesh Krishnamurthy, Sirish Chandrasekaran, Owen Cooper, Amol Deshpande, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong, Samuel Madden, Frederick Reiss, Mehul A. Shah
2003	A	`conf`	TelegraphCQ: Continuous Dataflow Processing for an Uncertain World. CIDR Sirish Chandrasekaran, Owen Cooper, Amol Deshpande, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong, Sailesh Krishnamurthy, Samuel Madden, Vijayshankar Raman, Frederick Reiss, Mehul A. Shah
2003	—	`conf`	TelegraphCQ: Continuous Dataflow Processing. SIGMOD Conference Sirish Chandrasekaran, Owen Cooper, Amol Deshpande, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong, Sailesh Krishnamurthy, Samuel Madden, Frederick Reiss, Mehul A. Shah
2003	—	`conf`	The Design of an Acquisitional Query Processor For Sensor Networks. SIGMOD Conference Samuel Madden, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong
2003	J	`jnl`	The Lowell Database Research Self Assessment CoRR Serge Abiteboul, Rakesh Agrawal, Philip A. Bernstein, Michael J. Carey, Stefano Ceri, W. Bruce Croft, David J. DeWitt, Michael J. Franklin, Hector Garcia-Molina, Dieter Gawlick, Jim Gray, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, Martin L. Kersten, Michael J. Pazzani, Michael Lesk, David Maier, Jeffrey F. Naughton, Hans-Jörg Schek, Timos K. Sellis, Avi Silberschatz, Michael Stonebraker, Richard T. Snodgrass, Jeffrey D. Ullman, Gerhard Weikum, Jennifer Widom, Stanley B. Zdonik
2002	—	`conf`	Extensible Data Management in the Middle-Tier. RIDE Brian F. Cooper, Neal Sample, Michael J. Franklin, Moshe Shadmon
2002	A*	`conf`	Fjording the Stream: An Architecture for Queries Over Streaming Sensor Data. ICDE Samuel Madden, Michael J. Franklin
2002	A*	`conf`	Managing Complex and Varied Data with the IndexFabric(tm). ICDE Neal Sample, Brian F. Cooper, Michael J. Franklin, Gísli R. Hjaltason, Moshe Shadmon, Levy Cohe
2002	—	`ed.`	Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, Madison, Wisconsin, USA, June 3-6, 2002 SIGMOD Conference Michael J. Franklin, Bongki Moon, Anastassia Ailamaki
2002	A*	`conf`	Streaming Queries over Streaming Data. VLDB Sirish Chandrasekaran, Michael J. Franklin
2002	—	`conf`	Supporting Aggregate Queries Over Ad-Hoc Wireless Sensor Networks. WMCSA Samuel Madden, Robert Szewczyk, Michael J. Franklin, David E. Culler
2002	A*	`conf`	TAG: A Tiny AGgregation Service for Ad-Hoc Sensor Networks. OSDI Samuel Madden, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong
2002	A*	`conf`	YFilter: Efficient and Scalable Filtering of XML Documents. ICDE Yanlei Diao, Peter M. Fischer, Michael J. Franklin, Raymond To
2001	A*	`conf`	A Fast Index for Semistructured Data. VLDB Brian F. Cooper, Neal Sample, Michael J. Franklin, Gísli R. Hjaltason, Moshe Shadmon
2001	Misc	`conf`	Challenges in Ubiquitous Data Management. Informatics Michael J. Franklin
2001	A*	`conf`	Data Management for Pervasive Computing. VLDB Mitch Cherniack, Michael J. Franklin, Stanley B. Zdonik
2001	A*	`conf`	Data Staging for On-Demand Broadcast. VLDB Demet Aksoy, Michael J. Franklin, Stanley B. Zdonik
2001	A	`conf`	Design and Evaluation of Redistribution Strategies for Wide-Area Commodity Distribution. ICDCS Ugur Çetintemel, Banu Özden, Abraham Silberschatz, Michael J. Franklin
2001	A*	`conf`	Dynamic Pipeline Scheduling for Improving Interactive Query Performance. VLDB Tolga Urhan, Michael J. Franklin
2001	J	`jnl`	Expressing user profiles for data recharging. IEEE Wirel. Commun. Mitch Cherniack, Michael J. Franklin, Stanley B. Zdonik
2001	J	`jnl`	Java Support for Data-Intensive Systems: Experiences Building the Telegraph Dataflow System. SIGMOD Rec. Mehul A. Shah, Samuel Madden, Michael J. Franklin, Joseph M. Hellerstein
2001	J	`jnl`	Middle-Tier Extensible Data Management. World Wide Web Brian F. Cooper, Neal Sample, Michael J. Franklin, Joshua Olshansky, Moshe Shadmon
2001	B	`ed.`	Mobile Data Management, Second International Conference, MDM 2001, Hong Kong, China, January 8-10, 2001, Proceedings Mobile Data Management Kian-Lee Tan, Michael J. Franklin, John C. S. Lui
2001	J	`jnl`	SIGMOD 2001 Industry Sessions. SIGMOD Rec. Guy M. Lohman, César A. Galindo-Legaria, Michael J. Franklin, Leonard J. Seligman
2001	A	`conf`	Support for Speculative Update Propagation and Mobility in Deno. ICDCS Ugur Çetintemel, Peter J. Keleher, Michael J. Franklin
2000	J	`jnl`	Adaptive Query Processing: Technology in Evolution. IEEE Data Eng. Bull. Joseph M. Hellerstein, Michael J. Franklin, Sirish Chandrasekaran, Amol Deshpande, Kris Hildrum, Samuel Madden, Vijayshankar Raman, Mehul A. Shah
2000	J	`jnl`	Cache investment: integrating query optimization and distributed data placement. ACM Trans. Database Syst. Donald Kossmann, Michael J. Franklin, Gerhard Drasch
2000	J	`jnl`	Editor's Notes. SIGMOD Rec. Michael J. Franklin
2000	J	`jnl`	Editor's Notes. SIGMOD Rec. Michael J. Franklin
2000	J	`jnl`	Editor's Notes. SIGMOD Rec. Michael J. Franklin
2000	A*	`conf`	Efficient Filtering of XML Documents for Selective Dissemination of Information. VLDB Mehmet Altinel, Michael J. Franklin
2000	Misc	`conf`	Obstacles to Implementation of an Electronic Referral Application. AMIA Tejal K. Gandhi, Dean F. Sittig, Michael J. Franklin, David G. Fairchild, Andrew J. Sussman, David W. Bates
2000	A*	`conf`	Self-Adaptive User Profiles for Large-Scale Data Delivery. ICDE Ugur Çetintemel, Michael J. Franklin, C. Lee Giles
2000	J	`jnl`	XJoin: A Reactively-Scheduled Pipelined Join Operator. IEEE Data Eng. Bull. Tolga Urhan, Michael J. Franklin
1999	J	`jnl`	A computer-based outpatient clinical referral system. Int. J. Medical Informatics Dean F. Sittig, Tejal K. Gandhi, Michael J. Franklin, Masha Turetsky, Andrew J. Sussman, David G. Fairchild, David W. Bates, Anthony L. Komaroff, Jonathan M. Teich
1999	—	`conf`	DBIS-Toolkit: Adaptable Middleware for Large Scale Data Delivery. SIGMOD Conference Mehmet Altinel, Demet Aksoy, Thomas Baby, Michael J. Franklin, William Shapiro, Stanley B. Zdonik
1999	—	`conf`	Databases Unplugged: Challenges in Ubiquitous Data Management (Abstract). MDA Michael J. Franklin
1999	Misc	`conf`	E-mail Referral Notification Eases Task of Writing Letters to Specialists. AMIA Tejal K. Gandhi, Dean F. Sittig, Michael J. Franklin, David G. Fairchild, Andrew J. Sussman, David W. Bates
1999	J	`jnl`	Editor's Notes. SIGMOD Rec. Michael J. Franklin
1999	J	`jnl`	Editor's Notes. SIGMOD Rec. Michael J. Franklin
1999	J	`jnl`	Editor's Notes. SIGMOD Rec. Michael J. Franklin
1999	J	`jnl`	Garbage collection for a client-server persistent object store. ACM Trans. Comput. Syst. Laurent Amsaleg, Michael J. Franklin, Olivier Gruber
1999	J	`jnl`	R × W: a scheduling approach for large-scale on-demand data broadcast. IEEE/ACM Trans. Netw. Demet Aksoy, Michael J. Franklin
1999	J	`jnl`	Reminiscences on Influential Papers. SIGMOD Rec. Richard T. Snodgrass, Serge Abiteboul, Sophie Cluet, Michael J. Franklin, Guy M. Lohman, David B. Lomet, Gultekin Özsoyoglu, Raghu Ramakrishnan, Kenneth A. Ross, Timos K. Sellis, Patrick Valduriez
1998	—	`conf`	"Data In Your Face": Push Technology in Perspective. SIGMOD Conference Michael J. Franklin, Stanley B. Zdonik
1998	—	`conf`	Cost Based Query Scrambling for Initial Delays. SIGMOD Conference Tolga Urhan, Michael J. Franklin, Laurent Amsaleg
1998	—	`conf`	Design and Development of a Computer-based Clinical Referral System for use within a Physician Hospital Organization. MedInfo Dean F. Sittig, Michael J. Franklin, Masha Turetsky, Andrew J. Sussman, David W. Bates, Anthony L. Komaroff, Jonathan M. Teich
1998	J	`jnl`	Dynamic Query Operator Scheduling for Wide-Area Remote Access. Distributed Parallel Databases Laurent Amsaleg, Michael J. Franklin, Anthony Tomasic
1998	J	`jnl`	Editor's Notes. SIGMOD Rec. Michael J. Franklin
1998	J	`jnl`	Editor's Notes. SIGMOD Rec. Michael J. Franklin
1998	J	`jnl`	Editor's Notes. SIGMOD Rec. Michael J. Franklin
1998	—	`conf`	Evaluating Answer Quality/Efficiency Tradeoffs. KRDB Ugur Çetintemel, Björn Þór Jónsson, Michael J. Franklin, C. Lee Giles, Divesh Srivastava
1998	—	`conf`	Interaction of Query Evaluation and Buffer Management for Information Retrieval. SIGMOD Conference Björn Þór Jónsson, Michael J. Franklin, Divesh Srivastava
1998	Misc	`conf`	Modifiable templates facilitate customization of physician order entry. AMIA Michael J. Franklin, Dean F. Sittig, J. L. Schmiz, Cynthia Spurr, D. Thomas, Eileen M. O'Connell, Jonathan M. Teich
1998	—	`conf`	Research in Data Broadcast and Dissemination. AMCP Demet Aksoy, Mehmet Altinel, Rahul Bose, Ugur Çetintemel, Michael J. Franklin, Jane Wang, Stanley B. Zdonik
1998	A*	`conf`	Scheduling for Large-Scale On-Demand Data Broadcasting. INFOCOM Demet Aksoy, Michael J. Franklin
1998	J	`jnl`	The Asilomar Report on Database Research CoRR Philip A. Bernstein, Michael L. Brodie, Stefano Ceri, David J. DeWitt, Michael J. Franklin, Hector Garcia-Molina, Jim Gray, Gerald Held, Joseph M. Hellerstein, H. V. Jagadish, Michael Lesk, David Maier, Jeffrey F. Naughton, Hamid Pirahesh, Michael Stonebraker, Jeffrey D. Ullman
1998	J	`jnl`	The Asilomar Report on Database Research. SIGMOD Rec. Philip A. Bernstein, Michael L. Brodie, Stefano Ceri, David J. DeWitt, Michael J. Franklin, Hector Garcia-Molina, Jim Gray, Gerald Held, Joseph M. Hellerstein, H. V. Jagadish, Michael Lesk, David Maier, Jeffrey F. Naughton, Hamid Pirahesh, Michael Stonebraker, Jeffrey D. Ullman
1998	Misc	`conf`	The Outpatient Referral Process: What Is Its Diagnosis and Treatment? AMIA Tejal K. Gandhi, Dean F. Sittig, J. Song, Michael J. Franklin, Masha Turetsky, Jonathan M. Teich, Anthony L. Komaroff, David W. Bates
1997	A	`conf`	A Framework for Scalbale Dissemination-Based Systems. OOPSLA Michael J. Franklin, Stanley B. Zdonik
1997	J	`jnl`	Adaptive, Fine-Grained Sharing in a Client-Server OODBMS: A Callback-Based Approach. ACM Trans. Database Syst. Markos Zaharioudakis, Michael J. Carey, Michael J. Franklin
1997	Misc	`conf`	An Easy to Use Tool for Creating and Maintaining User Dialogs. AMIA Michael J. Franklin, Dean F. Sittig, Marilyn D. Paterno, Mark Segal, Rita D. Zielstorff, Jonathan M. Teich
1997	—	`conf`	Balancing Push and Pull for Data Broadcast. SIGMOD Conference Swarup Acharya, Michael J. Franklin, Stanley B. Zdonik
1997	—	`ch.`	Concurrency Control and Recovery. The Computer Science and Engineering Handbook Michael J. Franklin
1997	J	`jnl`	Editor's Notes. SIGMOD Rec. Michael J. Franklin
1997	J	`jnl`	Editor's Notes. SIGMOD Rec. Michael J. Franklin
1997	J	`jnl`	Editor's Notes. SIGMOD Rec. Michael J. Franklin
1997	J	`jnl`	Improving Responsiveness for Wide-Area Data Access. IEEE Data Eng. Bull. Laurent Amsaleg, Philippe Bonnet, Michael J. Franklin, Anthony Tomasic, Tolga Urhan
1997	J	`jnl`	Letter from the Special Issue Editor. IEEE Data Eng. Bull. Michael J. Franklin
1997	J	`jnl`	Transactional Client-Server Cache Consistency: Alternatives and Performance. ACM Trans. Database Syst. Michael J. Franklin, Michael J. Carey, Miron Livny
1996	—	`book`	Client Data Caching: A Foundation for High Performance Object Oriented Database Systems Michael J. Franklin
1996	A*	`conf`	Disseminating Updates on Broadcast Disks. VLDB Swarup Acharya, Michael J. Franklin, Stanley B. Zdonik
1996	J	`jnl`	Dissemination-Based Information Systems. IEEE Data Eng. Bull. Michael J. Franklin, Stanley B. Zdonik
1996	J	`jnl`	Letter from the Special Issue Editor. IEEE Data Eng. Bull. Michael J. Franklin
1996	—	`conf`	Performance Tradeoffs for Client-Server Query Processing. SIGMOD Conference Michael J. Franklin, Björn Þór Jónsson, Donald Kossmann
1996	A*	`conf`	Prefetching from Broadcast Disks. ICDE Swarup Acharya, Michael J. Franklin, Stanley B. Zdonik
1996	—	`conf`	Scrambling Query Plans to Cope With Unexpected Delays. PDIS Laurent Amsaleg, Michael J. Franklin, Anthony Tomasic, Tolga Urhan
1996	A*	`conf`	Semantic Data Caching and Replacement. VLDB Shaul Dar, Michael J. Franklin, Björn Þór Jónsson, Divesh Srivastava, Michael Tan
1995	—	`conf`	Broadcast Disks: Data Management for Asymmetric Communications Environments. SIGMOD Conference Swarup Acharya, Rafael Alonso, Michael J. Franklin, Stanley B. Zdonik
1995	J	`jnl`	Dissemination-based data delivery using broadcast disks. IEEE Wirel. Commun. Swarup Acharya, Michael J. Franklin, Stanley B. Zdonik
1995	A*	`conf`	Efficient Incremental Garbage Collection for Client-Server Object Database Systems. VLDB Laurent Amsaleg, Michael J. Franklin, Olivier Gruber
1994	—	`conf`	Are "Disks in the Air" Just Pie in the Sky? WMCSA Stanley B. Zdonik, Michael J. Franklin, Rafael Alonso, Swarup Acharya
1994	—	`conf`	Broadcast Disks: Data Management for Asymmetric Communication Environments. Mobidata Swarup Acharya, Rafael Alonso, Michael J. Franklin, Stanley B. Zdonik
1994	—	`conf`	Fine-Grained Sharing in a Page Server OODBMS. SIGMOD Conference Michael J. Carey, Michael J. Franklin, Markos Zaharioudakis
1994	—	`conf`	Shoring Up Persistent Applications. SIGMOD Conference Michael J. Carey, David J. DeWitt, Michael J. Franklin, Nancy E. Hall, Mark L. McAuliffe, Jeffrey F. Naughton, Daniel T. Schuh, Marvin H. Solomon, C. K. Tan, Odysseas G. Tsatalos, Seth J. White, Michael J. Zwilling
1993	—	`—`	Caching and Memory Management in Client-Server Database Systems Michael J. Franklin
1993	—	`conf`	Exploiting Client Resources through Caching. HPTS Michael J. Franklin
1993	A*	`conf`	Local Disk Caching for Client-Server Database Systems. VLDB Michael J. Franklin, Michael J. Carey, Miron Livny
1992	—	`conf`	Client-Server Caching Revisited. IWDOM Michael J. Franklin, Michael J. Carey
1992	—	`conf`	Crash Recovery in Client-Server EXODUS. SIGMOD Conference Michael J. Franklin, Michael J. Zwilling, C. K. Tan, Michael J. Carey, David J. DeWitt
1992	A*	`conf`	Global Memory Management in Client-Server Database Architectures. VLDB Michael J. Franklin, Michael J. Carey, Miron Livny
1992	Misc	`conf`	Zero cost testing of check bits in RAMs with on-chip ECC. VTS Parameswaran Ramanathan, Kewal K. Saluja, Michael J. Franklin
1991	—	`ch.`	Benchmark Software Distribution: Release 1.0. The Benchmark Handbook Michael J. Franklin
1991	—	`conf`	Data Caching Tradeoffs in Client-Server DBMS Architectures. SIGMOD Conference Michael J. Carey, Michael J. Franklin, Miron Livny, Eugene J. Shekita
1990	J	`jnl`	Prototyping Bubba, A Highly Parallel Database System. IEEE Trans. Knowl. Data Eng. Haran Boral, William Alexander, Larry Clay, George P. Copeland, Scott Danforth, Michael J. Franklin, Brian E. Hart, Marc G. Smith, Patrick Valduriez
1990	J	`jnl`	Storage management for persistent complex objects. Inf. Syst. Setrag Khoshafian, Michael J. Franklin, Michael J. Carey
1990	B	`conf`	Uniform Object Management. EDBT George P. Copeland, Michael J. Franklin, Gerhard Weikum