Johannes Gehrke

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 Classification 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 Classification 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 Classification 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