Johannes Gehrke

Technical Fellow

Publications

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- Sparks of Artificial General Intelligence: Early experiments with GPT-4
  
  Sébastien Bubeck, Varun Chandrasekaran, Ronen Eldan, Johannes Gehrke, Eric Horvitz, Ece Kamar, Peter Lee, Yin Tat Lee, Yuanzhi Li, Scott Lundberg, Harsha Nori, Hamid Palangi, Marco Tulio Ribeiro, Yi Zhang
  
  March 2023
  
  Publication Video Project
- DSB: A Decision Support Benchmark for Workload-Driven and Traditional Database Systems
  
  Bailu Ding, Surajit Chaudhuri, Johannes Gehrke, Vivek Narasayya
  
  VLDB 2022 | October 2021
  
  Publication Project
- Meeting Effectiveness and Inclusiveness in Remote Collaboration
  
  Ross Cutler, Yasaman Hosseinkashi, Jamie Pool, Senja Filipi, Robert Aichner, Yuan Tu, Johannes Gehrke
  
  CSCW 2021 | October 2021
  
  Publication Project
- FastVer: Making Data Integrity a Commodity
  
  Arvind Arasu, Aseem Rastogi, Badrish Chandramouli, Donald Kossmann, Esha Ghosh, Johannes Gehrke, Nikhil Swamy, Jonathan Protzenko, Ravi Ramamurthy, Srinath Setty, Tahina Ramananandro, Alexander van Renen, Min Xu
  
  SIGMOD | June 2021
  
  Publication Project
- Instance-Optimized Data Layouts for Cloud Analytics Workloads
  
  Jialin Ding, Umar Farooq Minhas, Badrish Chandramouli, Chi Wang, Yinan Li, Ying Li, Donald Kossmann, Johannes Gehrke, Tim Kraska
  
  SIGMOD 2021 | June 2021
  
  Publication
- Resonance: Replacing Software Constants with Context-Aware Models in Real-time Communication
  
  Jayant Gupchup, Ashkan Aazami, Yaran Fan, Senja Filipi, Tom Finley, Scott Inglis, Marcus Asteborg, Luke Caroll, Rajan Chari, Markus Cozowicz, Vishak Gopal, Vinod Prakash, Sasikanth Bendapudi, Jack Gerrits, Eric Lau, Huazhou Liu, Marco Rossi, Dima Slobodianyk, Dmitri Birjukov, Matty Cooper, Nilesh Javar, Dmitriy Perednya, Sriram Srinivasan, John Langford, Ross Cutler, Johannes Gehrke
  
  NeurIPS 2020 | December 2020
  
  Publication
- iBox: Internet in a Box
  
  Sachin Ashok, Sai Surya Duvvuri, Nagarajan Natarajan, Venkat Padmanabhan, Sundararajan Sellamanickam, Johannes Gehrke
  
  ACM HotNets 2020 | November 2020
  
  Publication Github Project
- The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Testing Framework, and Challenge Results
  
  Chandan K. A. Reddy, Vishak Gopal, Ross Cutler, Ebrahim Beyrami, Roger Cheng, Harishchandra Dubey, Sergiy Matusevych, Robert Aichner, Ashkan Aazami, Sebastian Braun, Puneet Rana, Sriram Srinivasan, Johannes Gehrke
  
  Interspeech | October 2020
  
  Publication Project
- Lumos: A Library for Diagnosing Metric Regressions in Web-Scale Applications
  
  Jamie Pool, Ebrahim Beyrami, Vishak Gopal, Ashkan Aazami, Jayant Gupchup, Jeff Rowland, Bin Li, Pritesh Kanani, Ross Cutler, Johannes Gehrke
  
  2020 Knowledge Discovery and Data Mining | August 2020
  
  DOI Publication
- Programming by Rewards
  
  Nagarajan Natarajan, Ajaykrishna Karthikeyan, Prateek Jain, Ivan Radicek, Sriram Rajamani, Sumit Gulwani, Johannes Gehrke
  
  July 2020
  
  Publication
- Qd-tree: Learning Data Layouts for Big Data Analytics
  
  Zongheng Yang, Badrish Chandramouli, Chi Wang, Johannes Gehrke, Yinan Li, Umar Farooq Minhas, Per-Ake Larson, Donald Kossmann, Rajeev Acharya
  
  SIGMOD 2020 | June 2020
  
  Publication Project
- ALEX: An Updatable Adaptive Learned Index
  
  Jialin Ding, Umar Farooq Minhas, Jia Yu, Chi Wang, Jaeyoung Do, Yinan Li, Hantian Zhang, Badrish Chandramouli, Johannes Gehrke, Donald Kossmann, David Lomet, Tim Kraska
  
  MSR-TR-2020-12 | May 2020
  
  Published by Microsoft
  
  SIGMOD 2020 | June 2020
  
  Publication DOI Github
- Reinforcement learning for bandwidth estimation and congestion control in real-time communications.
  
  Joyce Fang, Martin Ellis, Bin Li, Siyao Liu, Yasaman Hosseinkashi, Michael Revow, Albert Sadovnikov, Ziyuan Liu, Peng Cheng, Sachin Ashok, David Zhao, Ross Cutler, Yan Lu, Johannes Gehrke
  
  Machine Learning for Systems, NeurIPS | December 2019
  
  Publication Publication Publication
- Intrusive and Non-Intrusive Perceptual Speech Quality Assessment Using a Convolutional Neural Network
  
  Hannes Gamper, Chandan K A Reddy, Ross Cutler, Ivan Tashev, Johannes Gehrke
  
  IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2019
  
  PDF
- Non-intrusive Speech Quality Assessment Using Neural Networks
  
  Anderson R. Avila, Hannes Gamper, Chandan K. A. Reddy, Ross Cutler, Ivan Tashev, Johannes Gehrke
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
  
  DOI Publication Project
- Improving Optimistic Concurrency Control Through Transaction Batching and Operation Reordering
  
  Bailu Ding, Lucja Kot, Johannes Gehrke
  
  Proceedings of the VLDB Endowment (VLDB 2019) | January 2019
  
  Publication
- Generating data series query workloads
  
  Kostas Zoumpatianos, Yin Lou, Ioana Ileana, Themis Palpanas, Johannes Gehrke
  
  The VLDB Journal | December 2018, Vol 27(6): pp. 823-846
  
  Publication
- HypDB: a demonstration of detecting, explaining and resolving bias in OLAP queries
  
  Babak Salimi, Corey Cole, Peter Li, Johannes Gehrke, Dan Suciu
  
  Proceedings of the VLDB Endowment | August 2018, Vol 11(12): pp. 2062-2065
  
  Publication DOI
- Learning State Representations for Query Optimization with Deep Reinforcement Learning
  
  Jennifer Ortiz, Magdalena Balazinska, Johannes Gehrke, S. Sathiya Keerthi
  
  Second Workshop on Data Management for End-To-End Machine Learning | June 2018
  
  Publication DOI
- Bias in OLAP Queries: Detection, Explanation, and Removal
  
  Babak Salimi, Johannes Gehrke, Dan Suciu
  
  2018 International Conference on Management of Data | June 2018
  
  Publication DOI
- SLAOrchestrator: Reducing the Cost of Performance SLAs for Cloud Data Analytics
  
  Jennifer Ortiz, Brendan Lee, Magdalena Balazinska, Johannes Gehrke, Joseph L. Hellerstein
  
  2018 {USENIX} Annual Technical Conference | April 2018
  
  Publication
- Cuttlefish: A Lightweight Primitive for Adaptive Query Processing
  
  Tomer Kaftan, Magdalena Balazinska, Alvin Cheung, Johannes Gehrke
  
  February 2018
  
  Publication
- Blotter: Low Latency Transactions for Geo-Replicated Storage
  
  Henrique Moniz, João Leitão, Ricardo J. Dias, Johannes Gehrke, Nuno Preguiça, Rodrigo Rodrigues
  
  26th International Conference on World Wide Web | April 2017
  
  Publication DOI
- Enabling Lightweight Transactions with Precision Time
  
  Pulkit A. Misra, Jeffrey S. Chase, Johannes Gehrke, Alvin R. Lebeck
  
  Twenty-Second International Conference on Architectural Support for Programming Languages and Operating Systems | April 2017
  
  Publication DOI
- READY: Completeness is in the Eye of the Beholder
  
  Badrish Chandramouli, Johannes Gehrke, Jonathan Goldstein, Moritz Hoffmann, Donald Kossmann, Justin Levandoski, Renato Marroquin, Wenlei Xie
  
  8th Biennial Conference on Innovative Data Systems Research (CIDR 2017) | January 2017
  
  Publication
- Hashtag Recommendation for Enterprise Applications
  
  Dhruv Mahajan , Vishwajit Kolathur , Chetan Bansal, Sundararajan Sellamanickam, Johannes Gehrke, Sathiya Keerthi , Suresh Parthasarathy
  
  CIKM | October 2016
  
  Publication
- Technical Perspective: Naiad
  
  Johannes Gehrke
  
  Communications of the ACM | October 2016, Vol 59(10): pp. 74-74
  
  Publication DOI
- Conclusions and Looking Forward
  
  Minos Garofalakis, Johannes Gehrke, Rajeev Rastogi
  
  Data-Centric Systems and Applications book series (DCSA) | 2016
  
  Publication
- Data Stream Management – Processing High-Speed Data Streams
  
  Minos Garofalakis, Johannes Gehrke, Rajeev Rastogi
  
  Published by Springer | July 2016
  
  Editor(s): Minos Garofalakis, Johannes Gehrke, Rajeev Rastogi
  
  Publication
- Data Stream Management: A Brave New World
  
  Minos Garofalakis, Johannes Gehrke, Rajeev Rastogi
  
  Data-Centric Systems and Applications book series (DCSA) | 2016
  
  Publication
- Sketch-Based Multi-Query Processing over Data Streams
  
  Alin Dobra, Minos Garofalakis, Johannes Gehrke, Rajeev Rastogi
  
  Data-Centric Systems and Applications book series (DCSA) | 2016
  
  Publication
- Geo-Replication: Fast If Possible, Consistent If Necessary
  
  Johannes Gehrke, et al
  
  Bulletin of the IEEE Computer Society Technical Committee on Data Engineering | July 2016
  
  Publication
- The Beckman report on database research
  
  Phil Bernstein, Surajit Chaudhuri, Johannes Gehrke, et al
  
  Communications of the ACM | February 2016, Vol 59(2): pp. 92-99
  
  Publication DOI
- Pricing Queries (Approximately) Optimally
  
  Vasilis Syrgkanis, Johannes Gehrke
  
  September 2015
  
  Publication
- Intelligible Models for HealthCare: Predicting Pneumonia Risk and Hospital 30-day Readmission
  
  Rich Caruana, Paul Koch, Yin Lou, Marc Sturm , Johannes Gehrke, Noemie Elhadad
  
  KDD'15, August 10-13, 2015, Sydney, NSW, Australia | August 2015
  
  ISBN: 978-1-4503-3664-2/15/08
  
  Publication Publication Project
- Centiman: Elastic, high performance optimistic concurrency control by watermarking
  
  Bailu Ding, Lucja Kot, Alan Demers, Johannes Gehrke
  
  Proceedings of the Sixth ACM Symposium on Cloud Computing | July 2015
  
  Publication
- The Homeostasis Protocol: Avoiding Transaction Coordination Through Program Analysis
  
  Sudip Roy, Lucja Kot, Gabriel Bender, Bailu Ding, Hossein Hojjat, Christoph Koch, Nate Foster, Johannes Gehrke
  
  Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data | July 2015
  
  Publication
- Accurate Intelligible Models with Pairwise Interactions
  
  Yin Lou , Rich Caruana, Giles Hooker , Johannes Gehrke
  
  KDD'13, August 11-14, 2013, Chicago, Illinois, USA | August 2013
  
  ISBN: 978-1-4503-2174-7/13/08
  
  Publication Project
- Intelligible Models for Classiï¬cation and Regression
  
  Yin Lou, Rich Caruana, Johannes Gehrke
  
  KDD'12, Beijing, China | August 2012
  
  ISBN: 978-1-4503-1462-6
  
  Publication Project
- MASKIT: Privately Releasing User Context Streams for Personalized Mobile Applications
  
  Michaela Goetz, Suman Nath, Johannes Gehrke
  
  SIGMOD'12: Proceedings of the 2012 ACM SIGMOD international conference on Management of data | May 2012
  
  Publication
- Database Management Systems
  
  Raghu Ramakrishnan, Johannes Gehrke
  
  Published by McGraw-Hill Higher Education | January 2003 | 3rd edition
  
  ISBN: 0-07-2465363-8
  
  Publication

- Sparks of Artificial General Intelligence: Early experiments with GPT-4
  
  Sébastien Bubeck, Varun Chandrasekaran, Ronen Eldan, Johannes Gehrke, Eric Horvitz, Ece Kamar, Peter Lee, Yin Tat Lee, Yuanzhi Li, Scott Lundberg, Harsha Nori, Hamid Palangi, Marco Tulio Ribeiro, Yi Zhang
  
  March 2023
  
  Publication Video Project
- Resonance: Replacing Software Constants with Context-Aware Models in Real-time Communication
  
  Jayant Gupchup, Ashkan Aazami, Yaran Fan, Senja Filipi, Tom Finley, Scott Inglis, Marcus Asteborg, Luke Caroll, Rajan Chari, Markus Cozowicz, Vishak Gopal, Vinod Prakash, Sasikanth Bendapudi, Jack Gerrits, Eric Lau, Huazhou Liu, Marco Rossi, Dima Slobodianyk, Dmitri Birjukov, Matty Cooper, Nilesh Javar, Dmitriy Perednya, Sriram Srinivasan, John Langford, Ross Cutler, Johannes Gehrke
  
  NeurIPS 2020 | December 2020
  
  Publication
- The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Testing Framework, and Challenge Results
  
  Chandan K. A. Reddy, Vishak Gopal, Ross Cutler, Ebrahim Beyrami, Roger Cheng, Harishchandra Dubey, Sergiy Matusevych, Robert Aichner, Ashkan Aazami, Sebastian Braun, Puneet Rana, Sriram Srinivasan, Johannes Gehrke
  
  Interspeech | October 2020
  
  Publication Project
- Lumos: A Library for Diagnosing Metric Regressions in Web-Scale Applications
  
  Jamie Pool, Ebrahim Beyrami, Vishak Gopal, Ashkan Aazami, Jayant Gupchup, Jeff Rowland, Bin Li, Pritesh Kanani, Ross Cutler, Johannes Gehrke
  
  2020 Knowledge Discovery and Data Mining | August 2020
  
  DOI Publication
- Programming by Rewards
  
  Nagarajan Natarajan, Ajaykrishna Karthikeyan, Prateek Jain, Ivan Radicek, Sriram Rajamani, Sumit Gulwani, Johannes Gehrke
  
  July 2020
  
  Publication
- Reinforcement learning for bandwidth estimation and congestion control in real-time communications.
  
  Joyce Fang, Martin Ellis, Bin Li, Siyao Liu, Yasaman Hosseinkashi, Michael Revow, Albert Sadovnikov, Ziyuan Liu, Peng Cheng, Sachin Ashok, David Zhao, Ross Cutler, Yan Lu, Johannes Gehrke
  
  Machine Learning for Systems, NeurIPS | December 2019
  
  Publication Publication Publication
- Intelligible Models for HealthCare: Predicting Pneumonia Risk and Hospital 30-day Readmission
  
  Rich Caruana, Paul Koch, Yin Lou, Marc Sturm , Johannes Gehrke, Noemie Elhadad
  
  KDD'15, August 10-13, 2015, Sydney, NSW, Australia | August 2015
  
  ISBN: 978-1-4503-3664-2/15/08
  
  Publication Publication Project
- Accurate Intelligible Models with Pairwise Interactions
  
  Yin Lou , Rich Caruana, Giles Hooker , Johannes Gehrke
  
  KDD'13, August 11-14, 2013, Chicago, Illinois, USA | August 2013
  
  ISBN: 978-1-4503-2174-7/13/08
  
  Publication Project
- Intelligible Models for Classiï¬cation and Regression
  
  Yin Lou, Rich Caruana, Johannes Gehrke
  
  KDD'12, Beijing, China | August 2012
  
  ISBN: 978-1-4503-1462-6
  
  Publication Project
- Reinforcement learning for bandwidth estimation and congestion control in real-time communications.
  
  Joyce Fang, Martin Ellis, Bin Li, Siyao Liu, Yasaman Hosseinkashi, Michael Revow, Albert Sadovnikov, Ziyuan Liu, Peng Cheng, Sachin Ashok, David Zhao, Ross Cutler, Yan Lu, Johannes Gehrke
  
  Machine Learning for Systems, NeurIPS | December 2019
  
  Publication Publication Publication
- DSB: A Decision Support Benchmark for Workload-Driven and Traditional Database Systems
  
  Bailu Ding, Surajit Chaudhuri, Johannes Gehrke, Vivek Narasayya
  
  VLDB 2022 | October 2021
  
  Publication Project
- FastVer: Making Data Integrity a Commodity
  
  Arvind Arasu, Aseem Rastogi, Badrish Chandramouli, Donald Kossmann, Esha Ghosh, Johannes Gehrke, Nikhil Swamy, Jonathan Protzenko, Ravi Ramamurthy, Srinath Setty, Tahina Ramananandro, Alexander van Renen, Min Xu
  
  SIGMOD | June 2021
  
  Publication Project
- Instance-Optimized Data Layouts for Cloud Analytics Workloads
  
  Jialin Ding, Umar Farooq Minhas, Badrish Chandramouli, Chi Wang, Yinan Li, Ying Li, Donald Kossmann, Johannes Gehrke, Tim Kraska
  
  SIGMOD 2021 | June 2021
  
  Publication
- Lumos: A Library for Diagnosing Metric Regressions in Web-Scale Applications
  
  Jamie Pool, Ebrahim Beyrami, Vishak Gopal, Ashkan Aazami, Jayant Gupchup, Jeff Rowland, Bin Li, Pritesh Kanani, Ross Cutler, Johannes Gehrke
  
  2020 Knowledge Discovery and Data Mining | August 2020
  
  DOI Publication
- Qd-tree: Learning Data Layouts for Big Data Analytics
  
  Zongheng Yang, Badrish Chandramouli, Chi Wang, Johannes Gehrke, Yinan Li, Umar Farooq Minhas, Per-Ake Larson, Donald Kossmann, Rajeev Acharya
  
  SIGMOD 2020 | June 2020
  
  Publication Project
- ALEX: An Updatable Adaptive Learned Index
  
  Jialin Ding, Umar Farooq Minhas, Jia Yu, Chi Wang, Jaeyoung Do, Yinan Li, Hantian Zhang, Badrish Chandramouli, Johannes Gehrke, Donald Kossmann, David Lomet, Tim Kraska
  
  MSR-TR-2020-12 | May 2020
  
  Published by Microsoft
  
  SIGMOD 2020 | June 2020
  
  Publication DOI Github
- Improving Optimistic Concurrency Control Through Transaction Batching and Operation Reordering
  
  Bailu Ding, Lucja Kot, Johannes Gehrke
  
  Proceedings of the VLDB Endowment (VLDB 2019) | January 2019
  
  Publication
- Generating data series query workloads
  
  Kostas Zoumpatianos, Yin Lou, Ioana Ileana, Themis Palpanas, Johannes Gehrke
  
  The VLDB Journal | December 2018, Vol 27(6): pp. 823-846
  
  Publication
- HypDB: a demonstration of detecting, explaining and resolving bias in OLAP queries
  
  Babak Salimi, Corey Cole, Peter Li, Johannes Gehrke, Dan Suciu
  
  Proceedings of the VLDB Endowment | August 2018, Vol 11(12): pp. 2062-2065
  
  Publication DOI
- Learning State Representations for Query Optimization with Deep Reinforcement Learning
  
  Jennifer Ortiz, Magdalena Balazinska, Johannes Gehrke, S. Sathiya Keerthi
  
  Second Workshop on Data Management for End-To-End Machine Learning | June 2018
  
  Publication DOI
- Bias in OLAP Queries: Detection, Explanation, and Removal
  
  Babak Salimi, Johannes Gehrke, Dan Suciu
  
  2018 International Conference on Management of Data | June 2018
  
  Publication DOI
- SLAOrchestrator: Reducing the Cost of Performance SLAs for Cloud Data Analytics
  
  Jennifer Ortiz, Brendan Lee, Magdalena Balazinska, Johannes Gehrke, Joseph L. Hellerstein
  
  2018 {USENIX} Annual Technical Conference | April 2018
  
  Publication
- Cuttlefish: A Lightweight Primitive for Adaptive Query Processing
  
  Tomer Kaftan, Magdalena Balazinska, Alvin Cheung, Johannes Gehrke
  
  February 2018
  
  Publication
- Blotter: Low Latency Transactions for Geo-Replicated Storage
  
  Henrique Moniz, João Leitão, Ricardo J. Dias, Johannes Gehrke, Nuno Preguiça, Rodrigo Rodrigues
  
  26th International Conference on World Wide Web | April 2017
  
  Publication DOI
- Enabling Lightweight Transactions with Precision Time
  
  Pulkit A. Misra, Jeffrey S. Chase, Johannes Gehrke, Alvin R. Lebeck
  
  Twenty-Second International Conference on Architectural Support for Programming Languages and Operating Systems | April 2017
  
  Publication DOI
- READY: Completeness is in the Eye of the Beholder
  
  Badrish Chandramouli, Johannes Gehrke, Jonathan Goldstein, Moritz Hoffmann, Donald Kossmann, Justin Levandoski, Renato Marroquin, Wenlei Xie
  
  8th Biennial Conference on Innovative Data Systems Research (CIDR 2017) | January 2017
  
  Publication
- Technical Perspective: Naiad
  
  Johannes Gehrke
  
  Communications of the ACM | October 2016, Vol 59(10): pp. 74-74
  
  Publication DOI
- Data Stream Management – Processing High-Speed Data Streams
  
  Minos Garofalakis, Johannes Gehrke, Rajeev Rastogi
  
  Published by Springer | July 2016
  
  Editor(s): Minos Garofalakis, Johannes Gehrke, Rajeev Rastogi
  
  Publication
- Conclusions and Looking Forward
  
  Minos Garofalakis, Johannes Gehrke, Rajeev Rastogi
  
  Data-Centric Systems and Applications book series (DCSA) | 2016
  
  Publication
- Sketch-Based Multi-Query Processing over Data Streams
  
  Alin Dobra, Minos Garofalakis, Johannes Gehrke, Rajeev Rastogi
  
  Data-Centric Systems and Applications book series (DCSA) | 2016
  
  Publication
- Data Stream Management: A Brave New World
  
  Minos Garofalakis, Johannes Gehrke, Rajeev Rastogi
  
  Data-Centric Systems and Applications book series (DCSA) | 2016
  
  Publication
- Geo-Replication: Fast If Possible, Consistent If Necessary
  
  Johannes Gehrke, et al
  
  Bulletin of the IEEE Computer Society Technical Committee on Data Engineering | July 2016
  
  Publication
- The Beckman report on database research
  
  Phil Bernstein, Surajit Chaudhuri, Johannes Gehrke, et al
  
  Communications of the ACM | February 2016, Vol 59(2): pp. 92-99
  
  Publication DOI
- The Homeostasis Protocol: Avoiding Transaction Coordination Through Program Analysis
  
  Sudip Roy, Lucja Kot, Gabriel Bender, Bailu Ding, Hossein Hojjat, Christoph Koch, Nate Foster, Johannes Gehrke
  
  Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data | July 2015
  
  Publication
- Centiman: Elastic, high performance optimistic concurrency control by watermarking
  
  Bailu Ding, Lucja Kot, Alan Demers, Johannes Gehrke
  
  Proceedings of the Sixth ACM Symposium on Cloud Computing | July 2015
  
  Publication
- Database Management Systems
  
  Raghu Ramakrishnan, Johannes Gehrke
  
  Published by McGraw-Hill Higher Education | January 2003 | 3rd edition
  
  ISBN: 0-07-2465363-8
  
  Publication
- Programming by Rewards
  
  Nagarajan Natarajan, Ajaykrishna Karthikeyan, Prateek Jain, Ivan Radicek, Sriram Rajamani, Sumit Gulwani, Johannes Gehrke
  
  July 2020
  
  Publication
- Meeting Effectiveness and Inclusiveness in Remote Collaboration
  
  Ross Cutler, Yasaman Hosseinkashi, Jamie Pool, Senja Filipi, Robert Aichner, Yuan Tu, Johannes Gehrke
  
  CSCW 2021 | October 2021
  
  Publication Project
- Resonance: Replacing Software Constants with Context-Aware Models in Real-time Communication
  
  Jayant Gupchup, Ashkan Aazami, Yaran Fan, Senja Filipi, Tom Finley, Scott Inglis, Marcus Asteborg, Luke Caroll, Rajan Chari, Markus Cozowicz, Vishak Gopal, Vinod Prakash, Sasikanth Bendapudi, Jack Gerrits, Eric Lau, Huazhou Liu, Marco Rossi, Dima Slobodianyk, Dmitri Birjukov, Matty Cooper, Nilesh Javar, Dmitriy Perednya, Sriram Srinivasan, John Langford, Ross Cutler, Johannes Gehrke
  
  NeurIPS 2020 | December 2020
  
  Publication
- iBox: Internet in a Box
  
  Sachin Ashok, Sai Surya Duvvuri, Nagarajan Natarajan, Venkat Padmanabhan, Sundararajan Sellamanickam, Johannes Gehrke
  
  ACM HotNets 2020 | November 2020
  
  Publication Github Project
- MASKIT: Privately Releasing User Context Streams for Personalized Mobile Applications
  
  Michaela Goetz, Suman Nath, Johannes Gehrke
  
  SIGMOD'12: Proceedings of the 2012 ACM SIGMOD international conference on Management of data | May 2012
  
  Publication
- The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Testing Framework, and Challenge Results
  
  Chandan K. A. Reddy, Vishak Gopal, Ross Cutler, Ebrahim Beyrami, Roger Cheng, Harishchandra Dubey, Sergiy Matusevych, Robert Aichner, Ashkan Aazami, Sebastian Braun, Puneet Rana, Sriram Srinivasan, Johannes Gehrke
  
  Interspeech | October 2020
  
  Publication Project
- Intrusive and Non-Intrusive Perceptual Speech Quality Assessment Using a Convolutional Neural Network
  
  Hannes Gamper, Chandan K A Reddy, Ross Cutler, Ivan Tashev, Johannes Gehrke
  
  IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2019
  
  PDF
- Non-intrusive Speech Quality Assessment Using Neural Networks
  
  Anderson R. Avila, Hannes Gamper, Chandan K. A. Reddy, Ross Cutler, Ivan Tashev, Johannes Gehrke
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
  
  DOI Publication Project
- Hashtag Recommendation for Enterprise Applications
  
  Dhruv Mahajan , Vishwajit Kolathur , Chetan Bansal, Sundararajan Sellamanickam, Johannes Gehrke, Sathiya Keerthi , Suresh Parthasarathy
  
  CIKM | October 2016
  
  Publication
- Pricing Queries (Approximately) Optimally
  
  Vasilis Syrgkanis, Johannes Gehrke
  
  September 2015
  
  Publication
- MASKIT: Privately Releasing User Context Streams for Personalized Mobile Applications
  
  Michaela Goetz, Suman Nath, Johannes Gehrke
  
  SIGMOD'12: Proceedings of the 2012 ACM SIGMOD international conference on Management of data | May 2012
  
  Publication

- Sparks of Artificial General Intelligence: Early experiments with GPT-4
  
  Sébastien Bubeck, Varun Chandrasekaran, Ronen Eldan, Johannes Gehrke, Eric Horvitz, Ece Kamar, Peter Lee, Yin Tat Lee, Yuanzhi Li, Scott Lundberg, Harsha Nori, Hamid Palangi, Marco Tulio Ribeiro, Yi Zhang
  
  March 2023
  
  Publication Video Project
- Programming by Rewards
  
  Nagarajan Natarajan, Ajaykrishna Karthikeyan, Prateek Jain, Ivan Radicek, Sriram Rajamani, Sumit Gulwani, Johannes Gehrke
  
  July 2020
  
  Publication
- Meeting Effectiveness and Inclusiveness in Remote Collaboration
  
  Ross Cutler, Yasaman Hosseinkashi, Jamie Pool, Senja Filipi, Robert Aichner, Yuan Tu, Johannes Gehrke
  
  CSCW 2021 | October 2021
  
  Publication Project
- DSB: A Decision Support Benchmark for Workload-Driven and Traditional Database Systems
  
  Bailu Ding, Surajit Chaudhuri, Johannes Gehrke, Vivek Narasayya
  
  VLDB 2022 | October 2021
  
  Publication Project
- FastVer: Making Data Integrity a Commodity
  
  Arvind Arasu, Aseem Rastogi, Badrish Chandramouli, Donald Kossmann, Esha Ghosh, Johannes Gehrke, Nikhil Swamy, Jonathan Protzenko, Ravi Ramamurthy, Srinath Setty, Tahina Ramananandro, Alexander van Renen, Min Xu
  
  SIGMOD | June 2021
  
  Publication Project
- Resonance: Replacing Software Constants with Context-Aware Models in Real-time Communication
  
  Jayant Gupchup, Ashkan Aazami, Yaran Fan, Senja Filipi, Tom Finley, Scott Inglis, Marcus Asteborg, Luke Caroll, Rajan Chari, Markus Cozowicz, Vishak Gopal, Vinod Prakash, Sasikanth Bendapudi, Jack Gerrits, Eric Lau, Huazhou Liu, Marco Rossi, Dima Slobodianyk, Dmitri Birjukov, Matty Cooper, Nilesh Javar, Dmitriy Perednya, Sriram Srinivasan, John Langford, Ross Cutler, Johannes Gehrke
  
  NeurIPS 2020 | December 2020
  
  Publication
- iBox: Internet in a Box
  
  Sachin Ashok, Sai Surya Duvvuri, Nagarajan Natarajan, Venkat Padmanabhan, Sundararajan Sellamanickam, Johannes Gehrke
  
  ACM HotNets 2020 | November 2020
  
  Publication Github Project
- The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Testing Framework, and Challenge Results
  
  Chandan K. A. Reddy, Vishak Gopal, Ross Cutler, Ebrahim Beyrami, Roger Cheng, Harishchandra Dubey, Sergiy Matusevych, Robert Aichner, Ashkan Aazami, Sebastian Braun, Puneet Rana, Sriram Srinivasan, Johannes Gehrke
  
  Interspeech | October 2020
  
  Publication Project
- Lumos: A Library for Diagnosing Metric Regressions in Web-Scale Applications
  
  Jamie Pool, Ebrahim Beyrami, Vishak Gopal, Ashkan Aazami, Jayant Gupchup, Jeff Rowland, Bin Li, Pritesh Kanani, Ross Cutler, Johannes Gehrke
  
  2020 Knowledge Discovery and Data Mining | August 2020
  
  DOI Publication
- Qd-tree: Learning Data Layouts for Big Data Analytics
  
  Zongheng Yang, Badrish Chandramouli, Chi Wang, Johannes Gehrke, Yinan Li, Umar Farooq Minhas, Per-Ake Larson, Donald Kossmann, Rajeev Acharya
  
  SIGMOD 2020 | June 2020
  
  Publication Project
- Reinforcement learning for bandwidth estimation and congestion control in real-time communications.
  
  Joyce Fang, Martin Ellis, Bin Li, Siyao Liu, Yasaman Hosseinkashi, Michael Revow, Albert Sadovnikov, Ziyuan Liu, Peng Cheng, Sachin Ashok, David Zhao, Ross Cutler, Yan Lu, Johannes Gehrke
  
  Machine Learning for Systems, NeurIPS | December 2019
  
  Publication Publication Publication
- Intrusive and Non-Intrusive Perceptual Speech Quality Assessment Using a Convolutional Neural Network
  
  Hannes Gamper, Chandan K A Reddy, Ross Cutler, Ivan Tashev, Johannes Gehrke
  
  IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2019
  
  PDF
- Non-intrusive Speech Quality Assessment Using Neural Networks
  
  Anderson R. Avila, Hannes Gamper, Chandan K. A. Reddy, Ross Cutler, Ivan Tashev, Johannes Gehrke
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
  
  DOI Publication Project
- Improving Optimistic Concurrency Control Through Transaction Batching and Operation Reordering
  
  Bailu Ding, Lucja Kot, Johannes Gehrke
  
  Proceedings of the VLDB Endowment (VLDB 2019) | January 2019
  
  Publication
- Learning State Representations for Query Optimization with Deep Reinforcement Learning
  
  Jennifer Ortiz, Magdalena Balazinska, Johannes Gehrke, S. Sathiya Keerthi
  
  Second Workshop on Data Management for End-To-End Machine Learning | June 2018
  
  Publication DOI
- Bias in OLAP Queries: Detection, Explanation, and Removal
  
  Babak Salimi, Johannes Gehrke, Dan Suciu
  
  2018 International Conference on Management of Data | June 2018
  
  Publication DOI
- SLAOrchestrator: Reducing the Cost of Performance SLAs for Cloud Data Analytics
  
  Jennifer Ortiz, Brendan Lee, Magdalena Balazinska, Johannes Gehrke, Joseph L. Hellerstein
  
  2018 {USENIX} Annual Technical Conference | April 2018
  
  Publication
- Cuttlefish: A Lightweight Primitive for Adaptive Query Processing
  
  Tomer Kaftan, Magdalena Balazinska, Alvin Cheung, Johannes Gehrke
  
  February 2018
  
  Publication
- Blotter: Low Latency Transactions for Geo-Replicated Storage
  
  Henrique Moniz, João Leitão, Ricardo J. Dias, Johannes Gehrke, Nuno Preguiça, Rodrigo Rodrigues
  
  26th International Conference on World Wide Web | April 2017
  
  Publication DOI
- Enabling Lightweight Transactions with Precision Time
  
  Pulkit A. Misra, Jeffrey S. Chase, Johannes Gehrke, Alvin R. Lebeck
  
  Twenty-Second International Conference on Architectural Support for Programming Languages and Operating Systems | April 2017
  
  Publication DOI
- READY: Completeness is in the Eye of the Beholder
  
  Badrish Chandramouli, Johannes Gehrke, Jonathan Goldstein, Moritz Hoffmann, Donald Kossmann, Justin Levandoski, Renato Marroquin, Wenlei Xie
  
  8th Biennial Conference on Innovative Data Systems Research (CIDR 2017) | January 2017
  
  Publication
- Hashtag Recommendation for Enterprise Applications
  
  Dhruv Mahajan , Vishwajit Kolathur , Chetan Bansal, Sundararajan Sellamanickam, Johannes Gehrke, Sathiya Keerthi , Suresh Parthasarathy
  
  CIKM | October 2016
  
  Publication
- Intelligible Models for HealthCare: Predicting Pneumonia Risk and Hospital 30-day Readmission
  
  Rich Caruana, Paul Koch, Yin Lou, Marc Sturm , Johannes Gehrke, Noemie Elhadad
  
  KDD'15, August 10-13, 2015, Sydney, NSW, Australia | August 2015
  
  ISBN: 978-1-4503-3664-2/15/08
  
  Publication Publication Project
- The Homeostasis Protocol: Avoiding Transaction Coordination Through Program Analysis
  
  Sudip Roy, Lucja Kot, Gabriel Bender, Bailu Ding, Hossein Hojjat, Christoph Koch, Nate Foster, Johannes Gehrke
  
  Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data | July 2015
  
  Publication
- Centiman: Elastic, high performance optimistic concurrency control by watermarking
  
  Bailu Ding, Lucja Kot, Alan Demers, Johannes Gehrke
  
  Proceedings of the Sixth ACM Symposium on Cloud Computing | July 2015
  
  Publication
- Accurate Intelligible Models with Pairwise Interactions
  
  Yin Lou , Rich Caruana, Giles Hooker , Johannes Gehrke
  
  KDD'13, August 11-14, 2013, Chicago, Illinois, USA | August 2013
  
  ISBN: 978-1-4503-2174-7/13/08
  
  Publication Project
- Intelligible Models for Classiï¬cation and Regression
  
  Yin Lou, Rich Caruana, Johannes Gehrke
  
  KDD'12, Beijing, China | August 2012
  
  ISBN: 978-1-4503-1462-6
  
  Publication Project
- MASKIT: Privately Releasing User Context Streams for Personalized Mobile Applications
  
  Michaela Goetz, Suman Nath, Johannes Gehrke
  
  SIGMOD'12: Proceedings of the 2012 ACM SIGMOD international conference on Management of data | May 2012
  
  Publication
- Instance-Optimized Data Layouts for Cloud Analytics Workloads
  
  Jialin Ding, Umar Farooq Minhas, Badrish Chandramouli, Chi Wang, Yinan Li, Ying Li, Donald Kossmann, Johannes Gehrke, Tim Kraska
  
  SIGMOD 2021 | June 2021
  
  Publication
- Generating data series query workloads
  
  Kostas Zoumpatianos, Yin Lou, Ioana Ileana, Themis Palpanas, Johannes Gehrke
  
  The VLDB Journal | December 2018, Vol 27(6): pp. 823-846
  
  Publication
- HypDB: a demonstration of detecting, explaining and resolving bias in OLAP queries
  
  Babak Salimi, Corey Cole, Peter Li, Johannes Gehrke, Dan Suciu
  
  Proceedings of the VLDB Endowment | August 2018, Vol 11(12): pp. 2062-2065
  
  Publication DOI
- Technical Perspective: Naiad
  
  Johannes Gehrke
  
  Communications of the ACM | October 2016, Vol 59(10): pp. 74-74
  
  Publication DOI
- Geo-Replication: Fast If Possible, Consistent If Necessary
  
  Johannes Gehrke, et al
  
  Bulletin of the IEEE Computer Society Technical Committee on Data Engineering | July 2016
  
  Publication
- The Beckman report on database research
  
  Phil Bernstein, Surajit Chaudhuri, Johannes Gehrke, et al
  
  Communications of the ACM | February 2016, Vol 59(2): pp. 92-99
  
  Publication DOI
- Pricing Queries (Approximately) Optimally
  
  Vasilis Syrgkanis, Johannes Gehrke
  
  September 2015
  
  Publication
- ALEX: An Updatable Adaptive Learned Index
  
  Jialin Ding, Umar Farooq Minhas, Jia Yu, Chi Wang, Jaeyoung Do, Yinan Li, Hantian Zhang, Badrish Chandramouli, Johannes Gehrke, Donald Kossmann, David Lomet, Tim Kraska
  
  MSR-TR-2020-12 | May 2020
  
  Published by Microsoft
  
  SIGMOD 2020 | June 2020
  
  Publication DOI Github
- Data Stream Management – Processing High-Speed Data Streams
  
  Minos Garofalakis, Johannes Gehrke, Rajeev Rastogi
  
  Published by Springer | July 2016
  
  Editor(s): Minos Garofalakis, Johannes Gehrke, Rajeev Rastogi
  
  Publication
- Database Management Systems
  
  Raghu Ramakrishnan, Johannes Gehrke
  
  Published by McGraw-Hill Higher Education | January 2003 | 3rd edition
  
  ISBN: 0-07-2465363-8
  
  Publication
- Conclusions and Looking Forward
  
  Minos Garofalakis, Johannes Gehrke, Rajeev Rastogi
  
  Data-Centric Systems and Applications book series (DCSA) | 2016
  
  Publication
- Sketch-Based Multi-Query Processing over Data Streams
  
  Alin Dobra, Minos Garofalakis, Johannes Gehrke, Rajeev Rastogi
  
  Data-Centric Systems and Applications book series (DCSA) | 2016
  
  Publication
- Data Stream Management: A Brave New World
  
  Minos Garofalakis, Johannes Gehrke, Rajeev Rastogi
  
  Data-Centric Systems and Applications book series (DCSA) | 2016
  
  Publication