Jeffrey F. Naughton

ORCID

Publication Activity (10 Years)

Years Active: 1986-2023
Publications (10 Years): 46

Top Venues

Publications

Xi Wu, Xiangyao Yu, Shaleen Deep, Ahmed Mahmood, Uyeong Jang, Stratis Viglas, Somesh Jha, John Cieslewicz, Jeffrey F. Naughton
Bilevel Relations and Their Applications to Data Insights. CoRR (2023)
Xi Wu, Joe Benassi, Yaqi Zhang, Uyeong Jang, James Foster, Stella Kim, Yujing Sun, Somesh Jha, John Cieslewicz, Jeffrey F. Naughton
Holistic Cube Analysis: A Query Framework for Data Insights. CoRR (2023)
Shaleen Deep, Anja Gruenheid, Paraschos Koutris, Stratis Viglas, Jeffrey F. Naughton
Comprehensive and Efficient Workload Summarization. Datenbank-Spektrum 22 (3) (2022)
Shaleen Deep, Anja Gruenheid, Kruthi Nagaraj, Hiro Naito, Jeffrey F. Naughton, Stratis Viglas
DIAMETRICS: benchmarking query engines at scale. Commun. ACM 65 (12) (2022)
Bruhathi Sundarmurthy, Harshad Deshmukh, Paris Koutris, Jeffrey F. Naughton
Salvaging failing and straggling queries. ICDE (2022)
Thanh Do, Goetz Graefe, Jeffrey F. Naughton
Efficient Sorting, Duplicate Removal, Grouping, and Aggregation. ACM Trans. Database Syst. 47 (4) (2022)
Bruhathi Sundarmurthy, Paraschos Koutris, Jeffrey F. Naughton
Locality-Aware Distribution Schemes. ICDT (2021)
Ankur Agiwal, Kevin Lai, Gokul Nath Babu Manoharan, Indrajit Roy, Jagan Sankaranarayanan, Hao Zhang, Tao Zou, Jim Chen, Min Chen, Ming Dai, Thanh Do, Haoyu Gao, Haoyan Geng, Raman Grover, Bo Huang, Yanlai Huang, Adam Li, Jianyi Liang, Tao Lin, Li Liu, Yao Liu, Xi Mao, Maya Meng, Prashant Mishra, Jay Patel, Rajesh Sr, Vijayshankar Raman, Sourashis Roy, Mayank Singh Shishodia, Tianhang Sun, Justin Tang, Jun Tatemura, Sagar Trehan, Ramkumar Vadali, Prasanna Venkatasubramanian, Joey Zhang, Kefei Zhang, Yupu Zhang, Zeleng Zhuang, Goetz Graefe, Divy Agrawal, Jeffrey F. Naughton, Sujata Kosalge, Hakan Hacigümüs
Napa: Powering Scalable Data Warehousing with Robust Query Performance at Google. Proc. VLDB Endow. 14 (12) (2021)
Shaleen Deep, Anja Gruenheid, Kruthi Nagaraj, Hiro Naito, Jeffrey F. Naughton, Stratis Viglas
DIAMetrics: Benchmarking Query Engines at Scale. SIGMOD Rec. 50 (1) (2021)
Firas Abuzaid, Peter Kraft, Sahaana Suri, Edward Gan, Eric Xu, Atul Shenoy, Asvin Ananthanarayan, John Sheu, Erik Meijer, Xi Wu, Jeffrey F. Naughton, Peter Bailis, Matei Zaharia
DIFF: a relational interface for large-scale data explanation. VLDB J. 30 (1) (2021)
Shaleen Deep, Anja Gruenheid, Paraschos Koutris, Jeffrey F. Naughton, Stratis Viglas
Comprehensive and Efficient Workload Compression. Proc. VLDB Endow. 14 (3) (2020)
Anja Gruenheid, Shaleen Deep, Kruthi Nagaraj, Hiro Naito, Jeffrey F. Naughton, Stratis Viglas
DIAMetrics: Benchmarking Query Engines at Scale. Proc. VLDB Endow. 13 (12) (2020)
Jiacheng Yang, Ian Rae, Jun Xu, Jeff Shute, Zhan Yuan, Kelvin Lau, Qiang Zeng, Xi Zhao, Jun Ma, Ziyang Chen, Yuan Gao, Qilin Dong, Junxiong Zhou, Jeremy Wood, Goetz Graefe, Jeffrey F. Naughton, John Cieslewicz
F1 Lightning: HTAP as a Service. Proc. VLDB Endow. 13 (12) (2020)
Bruhathi Sundarmurthy, Harshad Deshmukh, Paris Koutris, Jeffrey F. Naughton
Providing Insights for Queries affected by Failures and Stragglers. CoRR (2020)
Shaleen Deep, Anja Gruenheid, Paraschos Koutris, Jeffrey F. Naughton, Stratis Viglas
Comprehensive and Efficient Workload Compression. CoRR (2020)
Fengan Li, Lingjiao Chen, Yijing Zeng, Arun Kumar, Xi Wu, Jeffrey F. Naughton, Jignesh M. Patel
Tuple-oriented Compression for Large-scale Mini-batch Stochastic Gradient Descent. SIGMOD Conference (2019)
Pradap Konda, Sanjib Das, Paul Suganthan G. C., Philip Martinkus, Adel Ardalan, Jeffrey R. Ballard, Yash Govind, Han Li, Fatemah Panahi, Haojun Zhang, Jeffrey F. Naughton, Shishir Prasad, Ganesh Krishnan, Rohit Deep, Vijay Raghavendra
Technical Perspective: : Toward Building Entity Matching Management Systems. SIGMOD Rec. 47 (1) (2018)
Firas Abuzaid, Peter Kraft, Sahaana Suri, Edward Gan, Eric Xu, Atul Shenoy, Asvin Anathanaraya, John Sheu, Erik Meijer, Xi Wu, Jeffrey F. Naughton, Peter Bailis, Matei Zaharia
DIFF: A Relational Interface for Large-Scale Data Explanation. Proc. VLDB Endow. 12 (4) (2018)
Bruhathi Sundarmurthy, Paraschos Koutris, Jeffrey F. Naughton
Exploiting Data Partitioning To Provide Approximate Results. BeyondMR@SIGMOD (2018)
Jeffrey F. Naughton
Technical Perspective: Broadening and deepening query optimization yet still making progress. Commun. ACM 60 (10) (2017)
Jiexing Li, Jeffrey F. Naughton, Rimma V. Nehme
Resource bricolage and resource selection for parallel database systems. VLDB J. 26 (1) (2017)
Lingjiao Chen, Arun Kumar, Jeffrey F. Naughton, Jignesh M. Patel
Towards Linear Algebra over Normalized Data. Proc. VLDB Endow. 10 (11) (2017)
Bruhathi Sundarmurthy, Paraschos Koutris, Willis Lang, Jeffrey F. Naughton, Val Tannen
m-tables: Representing Missing Data. ICDT (2017)
Fengan Li, Lingjiao Chen, Arun Kumar, Jeffrey F. Naughton, Jignesh M. Patel, Xi Wu
When Lempel-Ziv-Welch Meets Machine Learning: A Case Study of Accelerating Machine Learning using Coding. CoRR (2017)
Fatemah Panahi, Wentao Wu, AnHai Doan, Jeffrey F. Naughton
Towards Interactive Debugging of Rule-based Entity Matching. EDBT (2017)
Xi Wu, Fengan Li, Arun Kumar, Kamalika Chaudhuri, Somesh Jha, Jeffrey F. Naughton
Bolt-on Differential Privacy for Scalable Stochastic Gradient Descent-based Analytics. SIGMOD Conference (2017)
Jeffrey F. Naughton
Technical Perspective: Optimized Wandering for Online Aggregation. SIGMOD Rec. 46 (1) (2017)
Sanjib Das, Paul Suganthan G. C., AnHai Doan, Jeffrey F. Naughton, Ganesh Krishnan, Rohit Deep, Esteban Arcaute, Vijay Raghavendra, Youngchoon Park
Falcon: Scaling Up Hands-Off Crowdsourced Entity Matching to Build Cloud Services. SIGMOD Conference (2017)
Jiexing Li, Jeffrey F. Naughton, Rimma V. Nehme
Resource Bricolage for Parallel DBMSs on Heterogeneous Clusters. SIGMOD Rec. 45 (1) (2016)
Wentao Wu, Jeffrey F. Naughton, Harneet Singh
Sampling-Based Query Re-Optimization. CoRR (2016)
Jeffrey F. Naughton
Technical Perspective: Broadening and Deepening Query Optimization Yet Still Making Progress. SIGMOD Rec. 45 (1) (2016)
Pradap Konda, Sanjib Das, Paul Suganthan G. C., AnHai Doan, Adel Ardalan, Jeffrey R. Ballard, Han Li, Fatemah Panahi, Haojun Zhang, Jeffrey F. Naughton, Shishir Prasad, Ganesh Krishnan, Rohit Deep, Vijay Raghavendra
Magellan: Toward Building Entity Matching Management Systems. Proc. VLDB Endow. 9 (12) (2016)
Xi Wu, Arun Kumar, Kamalika Chaudhuri, Somesh Jha, Jeffrey F. Naughton
Differentially Private Stochastic Gradient Descent for in-RDBMS Analytics. CoRR (2016)
Kukjin Lee, Arnd Christian König, Vivek R. Narasayya, Bolin Ding, Surajit Chaudhuri, Brent Ellwein, Alexey Eksarevskiy, Manbeen Kohli, Jacob Wyant, Praneeta Prakash, Rimma V. Nehme, Jiexing Li, Jeffrey F. Naughton
Operator and Query Progress Estimation in Microsoft SQL Server Live Query Statistics. SIGMOD Conference (2016)
Wentao Wu, Jeffrey F. Naughton, Harneet Singh
Sampling-Based Query Re-Optimization. SIGMOD Conference (2016)
Jeffrey F. Naughton
Technical Perspective: Natural Language to SQL Translation by Iteratively Exploring a Middle Ground. SIGMOD Rec. 45 (1) (2016)
Xi Wu, Matthew Fredrikson, Somesh Jha, Jeffrey F. Naughton
A Methodology for Formalizing Model-Inversion Attacks. CSF (2016)
Pradap Konda, Sanjib Das, Paul Suganthan G. C., AnHai Doan, Adel Ardalan, Jeffrey R. Ballard, Han Li, Fatemah Panahi, Haojun Zhang, Jeffrey F. Naughton, Shishir Prasad, Ganesh Krishnan, Rohit Deep, Vijay Raghavendra
Magellan: Toward Building Entity Matching Management Systems over Data Science Stacks. Proc. VLDB Endow. 9 (13) (2016)
Lingjiao Chen, Arun Kumar, Jeffrey F. Naughton, Jignesh M. Patel
Towards Linear Algebra over Normalized Data. CoRR (2016)
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
The Beckman report on database research. Commun. ACM 59 (2) (2016)
Arun Kumar, Jeffrey F. Naughton, Jignesh M. Patel, Xiaojin Zhu
To Join or Not to Join?: Thinking Twice about Joins before Feature Selection. SIGMOD Conference (2016)
Arun Kumar, Robert McCann, Jeffrey F. Naughton, Jignesh M. Patel
Model Selection Management Systems: The Next Frontier of Advanced Analytics. SIGMOD Rec. 44 (4) (2015)
Akanksha Baid, Wentao Wu, Chong Sun, AnHai Doan, Jeffrey F. Naughton
On Debugging Non-Answers in Keyword Search Systems. EDBT (2015)
Arun Kumar, Jeffrey F. Naughton, Jignesh M. Patel
Learning Generalized Linear Models Over Normalized Data. SIGMOD Conference (2015)
Arun Kumar, Mona Jalal, Boqun Yan, Jeffrey F. Naughton, Jignesh M. Patel
Demonstration of Santoku: Optimizing Machine Learning over Normalized Data. Proc. VLDB Endow. 8 (12) (2015)
Xi Wu, Matthew Fredrikson, Wentao Wu, Somesh Jha, Jeffrey F. Naughton
Revisiting Differentially Private Regression: Lessons From Learning Theory and their Consequences. CoRR (2015)
PengCheng Xiong, Hakan Hacigümüs, Jeffrey F. Naughton
A software-defined networking based approach for performance management of analytical queries on distributed data stores. SIGMOD Conference (2014)
Yeye He, Siddharth Barman, Jeffrey F. Naughton
On Load Shedding in Complex Event Processing. ICDT (2014)
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
The Beckman Report on Database Research. SIGMOD Rec. 43 (3) (2014)
Yueh-Hsuan Chiang, AnHai Doan, Jeffrey F. Naughton
Modeling entity evolution for temporal record matching. SIGMOD Conference (2014)
Jiexing Li, Jeffrey F. Naughton, Rimma V. Nehme
Resource Bricolage for Parallel Database Systems. Proc. VLDB Endow. 8 (1) (2014)
Willis Lang, Rimma V. Nehme, Eric Robinson, Jeffrey F. Naughton
Partial results in database systems. SIGMOD Conference (2014)
Ian Rae, Alan Halverson, Jeffrey F. Naughton
In-RDBMS inverted indexes revisited. ICDE (2014)
Yueh-Hsuan Chiang, AnHai Doan, Jeffrey F. Naughton
Tracking Entities in the Dynamic World: A Fast Algorithm for Matching Temporal Records. Proc. VLDB Endow. 7 (6) (2014)
Chaitanya Gokhale, Sanjib Das, AnHai Doan, Jeffrey F. Naughton, Narasimhan Rampalli, Jude W. Shavlik, Xiaojin Zhu
Corleone: hands-off crowdsourcing for entity matching. SIGMOD Conference (2014)
Wentao Wu, Xi Wu, Hakan Hacigümüs, Jeffrey F. Naughton
Uncertainty Aware Query Execution Time Prediction. CoRR (2014)
Wentao Wu, Xi Wu, Hakan Hacigümüs, Jeffrey F. Naughton
Uncertainty Aware Query Execution Time Prediction. Proc. VLDB Endow. 7 (14) (2014)
Khai Q. Tran, Jeffrey F. Naughton, Bruhathi Sundarmurthy, Dimitris Tsirogiannis
JECB: a join-extension, code-based approach to OLTP data partitioning. SIGMOD Conference (2014)
Di Wang, Yeye He, Elke A. Rundensteiner, Jeffrey F. Naughton
Utility-maximizing event stream suppression. SIGMOD Conference (2013)
David J. DeWitt, Ihab F. Ilyas, Jeffrey F. Naughton, Michael Stonebraker
We are drowning in a sea of least publishable units (LPUs). SIGMOD Conference (2013)
Jiexing Li, Rimma V. Nehme, Jeffrey F. Naughton
Toward Progress Indicators on Steroids for Big Data Systems. CIDR (2013)
Chen Zeng, Eric Lantz, Jeffrey F. Naughton, David Page
On Differentially Private Inductive Logic Programming. ILP (2013)
Yeye He, Siddharth Barman, Jeffrey F. Naughton
On Load Shedding in Complex Event Processing. CoRR (2013)
Yun Chi, Hakan Hacigümüs, Wang-Pin Hsiung, Jeffrey F. Naughton
Distribution-Based Query Scheduling. Proc. VLDB Endow. 6 (9) (2013)
Chen Zeng, Jin-Yi Cai, Pinyan Lu, Jeffrey F. Naughton
On optimal differentially private mechanisms for count-range queries. ICDT (2013)
Wentao Wu, Yun Chi, Shenghuo Zhu, Jun'ichi Tatemura, Hakan Hacigümüs, Jeffrey F. Naughton
Predicting query execution time: Are optimizer cost models really unusable? ICDE (2013)
Wentao Wu, Yun Chi, Hakan Hacigümüs, Jeffrey F. Naughton
Towards Predicting Query Execution Time for Concurrent and Dynamic Database Workloads. Proc. VLDB Endow. 6 (10) (2013)
Jiexing Li, Rimma V. Nehme, Jeffrey F. Naughton
GSLPI: A Cost-Based Query Progress Indicator. ICDE (2012)
Chong Sun, Jeffrey F. Naughton, Siddharth Barman
Approximate String Membership Checking: A Multiple Filter, Optimization-Based Approach. ICDE (2012)
Chen Zeng, Jeffrey F. Naughton, Jin-Yi Cai
On differentially private frequent itemset mining. Proc. VLDB Endow. 6 (1) (2012)
Christine F. Reilly, Yueh-Hsuan Chiang, Jeffrey F. Naughton
Instrumenting a logic programming language to gather provenance from an information extraction application. WWW (Companion Volume) (2012)
Yeye He, Siddharth Barman, Di Wang, Jeffrey F. Naughton
On the complexity of privacy-preserving complex event processing. PODS (2011)
Yeye He, Siddharth Barman, Jeffrey F. Naughton
Preventing equivalence attacks in updated, anonymized data. ICDE (2011)
Chong Sun, Jeffrey F. Naughton
The Token Distribution Filter for Approximate String Membership. WebDB (2011)
Jaeyoung Do, Donghui Zhang, Jignesh M. Patel, David J. DeWitt, Jeffrey F. Naughton, Alan Halverson
Turbocharging DBMS buffer pool using SSDs. SIGMOD Conference (2011)
Gang Luo, Jeffrey F. Naughton, Curt J. Ellmann, Michael Watzke
Transaction reordering. Data Knowl. Eng. 69 (1) (2010)
Akanksha Baid, Ian Rae, Jiexing Li, AnHai Doan, Jeffrey F. Naughton
Toward Scalable Keyword Search over Relational Data. Proc. VLDB Endow. 3 (1) (2010)
Sriram Subramanian, Yupu Zhang, Rajiv Vaidyanathan, Haryadi S. Gunawi, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau, Jeffrey F. Naughton
Impact of disk corruption on open-source DBMS. ICDE (2010)
Jeffrey F. Naughton
DBMS: Lessons from the first 50 years, speculations for the next 50. ICDE (2010)
Akanksha Baid, Ian Rae, AnHai Doan, Jeffrey F. Naughton
Toward industrial-strength keyword search systems over relational data. ICDE (2010)
Khai Q. Tran, Spyros Blanas, Jeffrey F. Naughton
On Transactional Memory, Spinlocks, and Database Transactions. ADMS@VLDB (2010)
Christine F. Reilly, Jeffrey F. Naughton
Transparently Gathering Provenance with Provenance Aware Condor. Workshop on the Theory and Practice of Provenance (2009)
AnHai Doan, Jeffrey F. Naughton, Akanksha Baid, Xiaoyong Chai, Fei Chen, Ting Chen, Eric Chu, Pedro DeRose, Byron J. Gao, Chaitanya Gokhale, Jiansheng Huang, Warren Shen, Ba-Quy Vuong
The Case for a Structured Approach to Managing Unstructured Data CoRR (2009)
AnHai Doan, Jeffrey F. Naughton, Akanksha Baid, Xiaoyong Chai, Fei Chen, Ting Chen, Eric Chu, Pedro DeRose, Byron J. Gao, Chaitanya Gokhale, Jiansheng Huang, Warren Shen, Ba-Quy Vuong
The Case for a Structured Approach to Managing Unstructured Data. CIDR (2009)
Yeye He, Jeffrey F. Naughton
Anonymization of Set-Valued Data via Top-Down, Local Generalization. Proc. VLDB Endow. 2 (1) (2009)
Willis Lang, Jignesh M. Patel, Jeffrey F. Naughton
On energy management, load balancing and replication. SIGMOD Rec. 38 (4) (2009)
Eric Chu, Akanksha Baid, Xiaoyong Chai, AnHai Doan, Jeffrey F. Naughton
Combining keyword search and forms for ad hoc querying of databases. SIGMOD Conference (2009)
Xiaoyong Chai, Ba-Quy Vuong, AnHai Doan, Jeffrey F. Naughton
Efficiently incorporating user feedback into information extraction and integration programs. SIGMOD Conference (2009)
David J. DeWitt, Erik Paulson, Eric Robinson, Jeffrey F. Naughton, Joshua Royalty, Srinath Shankar, Andrew Krioukov
Clustera: an integrated computation and data management system. Proc. VLDB Endow. 1 (1) (2008)
Gang Luo, Jeffrey F. Naughton, Curt J. Ellmann, Michael Watzke
Transaction reordering with application to synchronized scans. DOLAP (2008)
Jiansheng Huang, Ting Chen, AnHai Doan, Jeffrey F. Naughton
On the provenance of non-answers to queries over extracted data. Proc. VLDB Endow. 1 (1) (2008)
AnHai Doan, Jeffrey F. Naughton, Raghu Ramakrishnan, Akanksha Baid, Xiaoyong Chai, Fei Chen, Ting Chen, Eric Chu, Pedro DeRose, Byron J. Gao, Chaitanya Gokhale, Jiansheng Huang, Warren Shen, Ba-Quy Vuong
Information extraction challenges in managing unstructured data. SIGMOD Rec. 37 (4) (2008)
Jaewoo Kang, Jeffrey F. Naughton
Schema Matching Using Interattribute Dependencies. IEEE Trans. Knowl. Data Eng. 20 (10) (2008)
Lakshmikant Shrinivas, Jeffrey F. Naughton
Issues in applying data mining to grid job failure detection and diagnosis. HPDC (2008)
Qiong Luo, Jeffrey F. Naughton, Wenwei Xue
Form-based proxy caching for database-backed web sites: keywords and functions. VLDB J. 17 (3) (2008)
Gang Luo, Jeffrey F. Naughton, Curt J. Ellmann, Michael Watzke
Transaction reordering with application to synchronized scans. CIKM (2008)
Jiansheng Huang, Jeffrey F. Naughton
K-relevance: a spectrum of relevance for data sources impacting a query. SIGMOD Conference (2007)
Tochukwu Iwuchukwu, David J. DeWitt, AnHai Doan, Jeffrey F. Naughton
K-Anonymization as Spatial Indexing: Toward Scalable and Incremental Anonymization. ICDE (2007)
Tochukwu Iwuchukwu, Jeffrey F. Naughton
K-Anonymization as Spatial Indexing: Toward Scalable and Incremental Anonymization. VLDB (2007)
Eric Chu, Akanksha Baid, Ting Chen, AnHai Doan, Jeffrey F. Naughton
A Relational Approach to Incrementally Extracting and Querying Structure in Unstructured Data. VLDB (2007)

Jeffrey F. Naughton.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Jeffrey F. Naughton