Carsten Binnig

Photo of Prof. Binnig

Prof. Dr. Carsten Binnig

Professor

+49 6151 16-25601

Homepage

Hochschulstr. 10
64289 Darmstadt

Office: S2|02 D106

Working area(s)

  • Scalable Data Management
  • Interactive Data Exploration
  • Data Integration

More information

Curriculum vitae (CV)

Research

My main research focus is at the moment on the design of distributed and parallel data management systems for the next generation data center and enterprise cluster hardware. For example, high-speed RDMA-capable networks such as InfiniBand FDR/EDR used to be a very expensive technology that was only deployed in high-performance computing (HPC) clusters. However, InfiniBand has recently become cost-competitive with Ethernet and is becoming an interesting alternative for future data centers and enterprise clusters. Our initial results of building an InfiniBand-optimized system called I-Store show that this trend towards high-speed networks enables a new bread of distributed data management systems which lead to major performance gains compared to existing systems for analytical but also transactional workloads.

Publications

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Gruppiere nach: Publikationsjahr | Typ des Eintrags | Keine Gruppierung
Springe zu: 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2009 | 2008 | 2007 | 2006 | 2002
Anzahl der Einträge: 59.

2019

Weir, Nathaniel ; Crotty, Andrew ; Galakatos, Alex ; Ilkhechi, Amir ; Ramaswamy, Shekar ; Bhushan, Rohin ; Cetintemel, Ugur ; Utama, Prasetya ; Geisler, Nadja ; Hättasch, Benjamin ; Eger, Steffen ; Binnig, Carsten (2019):
DBPal: Weak Supervision for Learning a Natural Language Interface to Databases.
Los Angeles, California, USA, In: 1st International Workshop on Conversational Access to Data (CAST) in conj. with the 45th International Conference on Very Large Data Bases (VLDB), Los Angeles, California, USA, [Konferenzveröffentlichung]

Hättasch, Benjamin ; Meyer, Christian M. ; Binnig, Carsten (2019):
Interactive Summarization of Large Document Collections.
In: Workshop on Human-In-the-Loop Data Analytics, Amsterdam, 05.07.2019, [Konferenzveröffentlichung]

Binnig, Carsten
Meyer, Holger ; Ritter, Norbert ; Thor, Andreas ; Nicklas, Daniela ; Heuer, Andreas ; Klettke, Meike (Hrsg.) (2019):
DPI: The Data Processing Interface for Modern Networks (Extended Abstract).
Bonn, Gesellschaft für Informatik, In: BTW 2019 – Workshopband, [Online-Edition: https://dl.gi.de/handle/20.500.12116/21806],
[Konferenzveröffentlichung]

2018

Gurevych, Iryna ; Meyer, Christian M. ; Binnig, Carsten ; Fürnkranz, Johannes ; Kersting, Kristian ; Roth, Stefan ; Simpson, Edwin
Gelbukh, Alexander (Hrsg.) (2018):
Interactive Data Analytics for the Humanities.
In: Computational Linguistics and Intelligent Text Processing: Proceedings of the 18th International Conference, Berlin/Heidelberg, Springer, S. 527-549, DOI: 10.1007/978-3-319-77113-7_41,
[Online-Edition: https://link.springer.com/chapter/10.1007%2F978-3-319-77113-...],
[Buchkapitel]

P. V. S., Avinesh ; Hättasch, Benjamin ; Özyurt, Orkan ; Binnig, Carsten ; Meyer, Christian M. (2018):
Sherlock: A System for Interactive Summarization of Large Text Collections.
In: Proceedings of the VLDB Endowment, In: The 44th International Conference on Very Large Data Bases (VLDB 2018), Rio De Janerio, Brazil, 27.08.2018--31.08.2018, 11, DOI: 10.14778/3229863.3236220,
[Online-Edition: http://www.vldb.org/pvldb/vol11/p1902-p.v.s..pdf],
[Konferenzveröffentlichung]

Binnig, Carsten ; Buratti, Benedetto ; Chung, Yeounoh ; Cousins, Cyrus ; Ebert, Dylan ; Kraska, Tim ; Shang, Zeyuan ; Tromba, Isabella ; Upfal, Eli ; Wang, Linnan (2018):
Towards Interactive Curation & Automatic Tuning of ML Pipelines.
In: 1st Inaugural Conference on Systems ML (SysML), [Konferenzveröffentlichung]

Utama, Prasetya ; Weir, Nathaniel ; Basik, Fuat ; Binnig, Carsten ; Cetintemel, Ugur ; Hättasch, Benjamin ; Ilkhechi, Amir ; Ramaswamy, Shekar ; Usta, Arif (2018):
An End-to-end Neural Natural Language Interface for Databases.
In: arXiv preprint arXiv:1804.00401, [Artikel]

Galakatos, Alex ; Markovitch, Michael ; Binnig, Carsten ; Fonseca, Rodrigo ; Kraska, Tim (2018):
A-Tree: A Bounded Approximate Index Structure.
In: arXiv preprint arXiv:1801.10207, [Artikel]

Binnig, Carsten ; Kersting, Kristian ; Molina, Alejandro ; Zgraggen, Emanuel (2018):
DeepVizdom: Deep Interactive Data Exploration.
[Artikel]

Blöcher, Marcel ; Ziegler, Tobias ; Binnig, Carsten ; Eugster, Patrick (2018):
Boosting Scalable Data Analytics with Modern Programmable Networks.
ACM, In: Proceedings of the 14th International Workshop on Data Management on New Hardware, In: DAMON '18, ISBN 978-1-4503-5853-8,
[Konferenzveröffentlichung]

Basik, Fuat ; Hättasch, Benjamin ; Ilkhechi, Amir ; Usta, Arif ; Ramaswamy, Shekar ; Utama, Prasetya ; Weir, Nathaniel ; Binnig, Carsten ; Cetintemel, Ugur (2018):
DBPal: A Learned NL-Interface for Databases.
New York, NY, USA, ACM, In: Proceedings of the 2018 International Conference on Management of Data, New York, NY, USA, In: SIGMOD '18, ISBN 978-1-4503-4703-7,
DOI: 10.1145/3183713.3193562,
[Online-Edition: http://doi.acm.org/10.1145/3183713.3193562],
[Konferenzveröffentlichung]

2017

Guo, Yue ; Binnig, Carsten ; Kraska, Tim (2017):
What you see is not what you get!: Detecting Simpson's Paradoxes during Data Exploration.
In: Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics, [Konferenzveröffentlichung]

Binnig, Carsten ; De Stefani, Lorenzo ; Kraska, Tim ; Upfal, Eli ; Zgraggen, Emanuel ; Zhao, Zheguang (2017):
Toward Sustainable Insights, or Why Polygamy is Bad for You.
In: CIDR, [Konferenzveröffentlichung]

Zamanian, Erfan ; Binnig, Carsten ; Harris, Tim ; Kraska, Tim (2017):
The end of a myth: distributed transactions can scale.
In: Proceedings of the VLDB Endowment, VLDB Endowment, S. 685-696, 10, (6), [Artikel]

Zhao, Zheguang ; De Stefani, Lorenzo ; Zgraggen, Emanuel ; Binnig, Carsten ; Upfal, Eli ; Kraska, Tim (2017):
Controlling false discoveries during interactive data exploration.
In: Proceedings of the 2017 ACM International Conference on Management of Data, [Konferenzveröffentlichung]

Salama, Abdallah ; Binnig, Carsten ; Kraska, Tim ; Scherp, Ansgar ; Ziegler, Tobias (2017):
Rethinking Distributed Query Execution on High-Speed Networks.
In: IEEE Data Eng. Bull., S. 27-37, 40, (1), [Artikel]

Dursun, Kayhan ; Binnig, Carsten ; Cetintemel, Ugur ; Petrocelli, Robert (2017):
SiliconDB: rethinking DBMSs for modern heterogeneous co-processor environments.
In: Proceedings of the 13th International Workshop on Data Management on New Hardware, [Konferenzveröffentlichung]

Guo, Yue ; Binnig, Carsten ; Kraska, Tim (2017):
What you see is not what you get!: Detecting Simpson's Paradoxes during Data Exploration.
In: Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics, [Konferenzveröffentlichung]

Zhao, Zheguang ; Zgraggen, Emanuel ; De Stefani, Lorenzo ; Binnig, Carsten ; Upfal, Eli ; Kraska, Tim (2017):
Safe Visual Data Exploration.
In: Proceedings of the 2017 ACM International Conference on Management of Data, [Konferenzveröffentlichung]

Galakatos, Alex ; Crotty, Andrew ; Zgraggen, Emanuel ; Binnig, Carsten ; Kraska, Tim (2017):
Revisiting reuse for approximate query processing.
In: Proceedings of the VLDB Endowment, VLDB Endowment, S. 1142-1153, 10, (10), [Artikel]

Dursun, Kayhan ; Binnig, Carsten ; Cetintemel, Ugur ; Kraska, Tim (2017):
Revisiting reuse in main memory database systems.
In: Proceedings of the 2017 ACM International Conference on Management of Data, [Konferenzveröffentlichung]

2016

Chung, Yeounoh ; Mortensen, Michael Lind ; Binnig, Carsten ; Kraska, Tim (2016):
Estimating the impact of unknown unknowns on aggregate query results.
In: Proceedings of the 2016 International Conference on Management of Data, [Konferenzveröffentlichung]

Pinkel, Christoph ; Binnig, Carsten ; Kharlamov, Evgeny ; May, Wolfgang ; Nikolov, Andriya ; Sasa Bastinos, Ana ; Skjæveland, Martin G. ; Solimando, Alessandro ; Taheriyan, Mohsen ; Heupel, Christian ; Horrocks, Ian (2016):
RODI: Benchmarking relational-to-ontology mapping generation quality.
In: Semantic Web, IOS Press, S. 1-28, (Preprint), [Artikel]

Lyons, Gabriel ; Tran, Vinh ; Binnig, Carsten ; Cetintemel, Ugur ; Kraska, Tim (2016):
Making the case for query-by-voice with echoquery.
In: Proceedings of the 2016 International Conference on Management of Data, [Konferenzveröffentlichung]

Crotty, Andrew ; Galakatos, Alex ; Zgraggen, Emanuel ; Binnig, Carsten ; Kraska, Tim (2016):
The case for interactive data exploration accelerators (ideas).
In: Proceedings of the Workshop on Human-In-the-Loop Data Analytics, [Konferenzveröffentlichung]

El-Hindi, Muhammad ; Zhao, Zheguang ; Binnig, Carsten ; Kraska, Tim (2016):
Vistrees: fast indexes for interactive data exploration.
In: Proceedings of the Workshop on Human-In-the-Loop Data Analytics, [Konferenzveröffentlichung]

Eichmann, Philipp ; Zgraggen, Emanuel ; Zhao, Zheguang ; Binnig, Carsten ; Kraska, Tim (2016):
Towards a Benchmark for Interactive Data Exploration.
In: IEEE Data Eng. Bull., S. 50-61, 39, (4), [Artikel]

Nandi, Arnab ; Fekete, Alan ; Binnig, Carsten (2016):
HILDA 2016 Workshop: A Report.
In: IEEE Data Eng. Bull., S. 85-86, 39, (4), [Artikel]

Binnig, Carsten ; Crotty, Andrew ; Galakatos, Alex ; Kraska, Tim ; Zamanian, Erfan (2016):
The end of slow networks: It's time for a redesign.
In: Proceedings of the VLDB Endowment, VLDB Endowment, S. 528-539, 9, (7), [Artikel]

2015

Harren, Arne ; Elfner, Tobias ; Forstmann, Gerd ; Kabala, Maciej ; Binnig, Carsten ; Kain, Stefan ; Faerber, Franz ; Westmann, Till (2015):
US Patent 9,026,525. Generic node including stored script.
[Norm, Patent, Standard]

Salama, Abdallah ; Binnig, Carsten ; Kraska, Tim ; Zamanian, Erfan (2015):
Cost-based fault-tolerance for parallel data processing.
In: Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, [Konferenzveröffentlichung]

Binnig, Carsten ; Salama, Abdallah ; Zamanian, Erfan ; El-Hindi, Muhammad ; Feil, Sebastian ; Ziegler, Tobias (2015):
Spotgres-parallel data analytics on spot instances.
In: Data Engineering Workshops (ICDEW), 2015 31st IEEE International Conference on, [Konferenzveröffentlichung]

Zamanian, Erfan ; Binnig, Carsten ; Salama, Abdallah (2015):
Locality-aware partitioning in parallel database systems.
In: Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, [Konferenzveröffentlichung]

Crotty, Andrew ; Galakatos, Alex ; Zgraggen, Emanuel ; Binnig, Carsten ; Kraska, Tim (2015):
Vizdom: Interactive analytics through pen and touch.
In: Proceedings of the VLDB Endowment, VLDB Endowment, S. 2024-2027, 8, (12), [Artikel]

Crotty, Andrew ; Galakatos, Alex ; Dursun, Kayhan ; Kraska, Tim ; Binnig, Carsten ; Cetintemel, Ugur ; Zdonik, Stan (2015):
An architecture for compiling udf-centric workflows.
In: Proceedings of the VLDB Endowment, VLDB Endowment, S. 1466-1477, 8, (12), [Artikel]

2014

Pinkel, Christoph ; Binnig, Carsten ; Haase, Peter ; Martin, Clemens ; Sengupta, Kunal ; Trame, Johannes (2014):
How to best find a partner? An evaluation of editing approaches to construct R2RML mappings.
In: European Semantic Web Conference, [Konferenzveröffentlichung]

Binnig, Carsten ; Salama, Abdallah ; Zamanian, Erfan ; Kornmayer, Harald ; Listing, Sven ; Mueller, Alexander C (2014):
XDB-A novel Database Architecture for Data Analytics as a Service.
In: Big Data (BigData Congress), 2014 IEEE International Congress on, [Konferenzveröffentlichung]

Binnig, Carsten ; Salama, Abdallah ; Zamanian, Erfan (2014):
DoomDB: kill the query.
In: Proceedings of the 2014 ACM SIGMOD International Conference on Management of Data, [Konferenzveröffentlichung]

Binnig, Carsten ; Hildenbrand, Stefan ; Färber, Franz ; Kossmann, Donald ; Lee, Juchang ; May, Norman (2014):
Distributed snapshot isolation: global transactions pay globally, local transactions pay locally.
In: The VLDB Journal, Springer Berlin Heidelberg, S. 987-1011, 23, (6), [Artikel]

2013

Pinkel, Christoph ; Binnig, Carsten ; Kharlamov, Evgeny ; Haase, Peter (2013):
IncMap: pay as you go matching of relational schemata to OWL ontologies.
In: OM, [Konferenzveröffentlichung]

Pinkel, Christoph ; Binnig, Carsten ; Kharlamov, Evgeny ; Haase, Peter (2013):
IncMap: pay as you go matching of relational schemata to OWL ontologies.
In: OM, [Konferenzveröffentlichung]

2012

Binnig, Carsten ; Rehrmann, Robin ; Faerber, Franz ; Riewe, Rudolf (2012):
FunSQL: It is time to make SQL functional.
In: Proceedings of the 2012 Joint EDBT/ICDT Workshops, [Konferenzveröffentlichung]

2011

Hildenbrand, Stefan ; Kossmann, Donald ; Sanamrad, Tahmineh ; Binnig, Carsten ; Faerber, Franz ; Woehler, Johannes (2011):
Query Processing on Encrypted Data in the Cloud.
In: Technical report, ETH Zurich, 735, [Artikel]

2010

Lo, Eric ; Binnig, Carsten ; Kossmann, Donald ; Özsu, M. Tamer ; Hon, Wing-Kai (2010):
A framework for testing DBMS features.
In: The VLDB Journal, Springer-Verlag, S. 203-230, 19, (2), [Artikel]

2009

Binnig, Carsten ; Kossmann, Donald ; Kraska, Tim ; Loesing, Simon (2009):
How is the weather tomorrow?: towards a benchmark for the cloud.
In: Proceedings of the Second International Workshop on Testing Database Systems, [Konferenzveröffentlichung]

Alonso, Gustavo ; Kossmann, Donald ; Roscoe, Timothy ; Tatbul, Nesime ; Baumann, Andrew ; Binnig, Carsten ; Fischer, Peter ; Riva, Oriana ; Teubner, Jens (2009):
The ETH Zurich systems group and enterprise computing center.
In: ACM SIGMOD Record, ACM, S. 94-99, 37, (4), [Artikel]

Binnig, Carsten ; Hildenbrand, Stefan ; Färber, Franz (2009):
Dictionary-based order-preserving string compression for main memory column stores.
In: Proceedings of the 2009 ACM SIGMOD International Conference on Management of data, [Konferenzveröffentlichung]

2008

Binnig, Carsten (2008):
Generierung Relevanter Testdatenbanken.
Heidelberg University, [Dissertation]

Binnig, Carsten ; Kossmann, Donald ; Lo, Eric (2008):
Multi-RQP: generating test databases for the functional testing of OLTP applications.
In: Proceedings of the 1st international workshop on Testing database systems, [Konferenzveröffentlichung]

Binnig, Carsten ; Kossmann, Donald ; Lo, Eric (2008):
Towards Automatic Test Database Generation.
In: IEEE Data Eng. Bull., S. 28-35, 31, (1), [Artikel]

Binnig, Carsten (2008):
Generating Meaningful Test Databases.
TU Darmstadt, [Dissertation]

Binnig, Carsten ; Kossmann, Donald ; Lo, Eric ; Saenz-Badillos, Angel (2008):
Automatic result verification for the functional testing of a query language.
In: Data Engineering, 2008. ICDE 2008. IEEE 24th International Conference on, [Konferenzveröffentlichung]

2007

Binnig, Carsten ; Kossmann, Donald ; Lo, Eric (2007):
Reverse query processing.
In: Data Engineering, 2007. ICDE 2007. IEEE 23rd International Conference on, [Konferenzveröffentlichung]

Binnig, Carsten ; Kossmann, Donald ; Lo, Eric ; Özsu, M. Tamer (2007):
QAGen: generating query-aware test databases.
In: Proceedings of the 2007 ACM SIGMOD international conference on Management of data, [Konferenzveröffentlichung]

Weiss, Daniel ; Kaack, Jörn ; Kirn, Stefan ; Gilliot, Maike ; Lowis, Lutz ; Mueller, Gunter ; Herrmann, Andrea ; Binnig, Carsten ; Illes, Timea ; Paech, Barbara ; Kossmann, Donald (2007):
The SIKOSA method-Support of the industrial software production by methodically integrated software engineering processes.
In: Wirtschaftsinformatik, Springer, S. 188-198, 49, (3), [Artikel]

2006

Binnig, Carsten ; Kossmann, Donald ; Lo, Eric (2006):
Testing database applications.
In: Proceedings of the 2006 ACM SIGMOD international conference on Management of data, [Konferenzveröffentlichung]

Herrmann, Andrea ; Paech, Barbara ; Binnig, Carsten ; Illes, Timea ; Kirn, Stefan ; Weiss, Daniel ; Kossmann, Donald ; Müller, Günter ; Gilliot, Maike ; Lowis, Lutz (2006):
Durchgängige Qualität von Unternehmenssoftware.
In: Industrie Management, S. 59-61, 6, [Artikel]

2002

Schmidt, Andreas ; Binnig, Carsten (2002):
Experience Gained in the Development of a Route Planner for Mobile End Devices.
In: Communications, Internet, and Information Technology, [Konferenzveröffentlichung]

Binnig, Carsten ; Schmidt, Andreas (2002):
Development of a UIML Renderer for Different Target Languages: Experiences and Design Decisions.
In: Computer-Aided Design of User Interfaces III, Springer, Dordrecht, S. 267-274, [Buchkapitel]

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