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Carsten Binnig

Photo of Prof. Binnig

Prof. Dr. Carsten Binnig

+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: 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2009 | 2008 | 2007 | 2006 | 2002
Anzahl der Einträge: 109.

2022

Hilprecht, Benjamin ; Binnig, Carsten (2022):
One Model to Rule them All: Towards Zero-Shot Learning for Databases.
12th Annual Conference on Innovative Data Systems Research (CIDR'22), Chaminade, USA, 09.-12.01.2022, [Konferenzveröffentlichung]

2021

Wirth, Johannes ; Hofmann, Jaco A. ; Thostrup, Lasse ; Binnig, Carsten ; Koch, Andreas (2021):
Scalable and Flexible High-Performance In-Network Processing of Hash Joins in Distributed Databases.
In: 2021 International Conference on Field-Programmable Technology (ICFPT), S. 1-9,
IEEE, 20th International Conference on Field-Programmable Technology, virtual Conference, 06.-10.12.2021, ISBN 978-1-6654-2010-5,
DOI: 10.1109/ICFPT52863.2021.9609804,
[Konferenzveröffentlichung]

Hättasch, Benjamin ; Geisler, Nadja ; Binnig, Carsten (2021):
Netted?! How to Improve the Usefulness of Spider & Co.
2nd International Biennial Conference on Design of Experimental Search & Information Retrieval Systems (DESIRES 2021), Padua, Italy, 15.-18.09.2021, [Konferenzveröffentlichung]

Wirth, Johannes ; Hofmann, Jaco A. ; Thostrup, Lasse ; Koch, Andreas ; Binnig, Carsten
Derrien, Steven ; Hannig, Frank ; Diniz, Pedro C. ; Chillet, Daniel (Hrsg.) (2021):
Exploiting 3D Memory for Accelerated In-Network Processing of Hash Joins in Distributed Databases.
In: Lecture Notes in Computer Science, 12700, In: Applied Reconfigurable Computing. Architectures, Tools, and Applications, S. 18-32,
Springer, 17th Interantional Symposium on Applied Reconfigurable Computing (ARC 2021), virtual Conference, 29.-30.06.2021, ISBN 978-3-030-79024-0,
DOI: 10.1007/978-3-030-79025-7_2,
[Konferenzveröffentlichung]

Boeschen, Nils ; Binnig, Carsten (2021):
GalOP: Towards a GPU-Accelerated OLTP DBMS.
In: DAMON'21: Proceedings of the 17th International Workshop on Data Management on New Hardware,
ACM, SIGMOD/PODS '21: International Conference on Management of Data, virtual Conference, 20.-25.06.2021, ISBN 978-1-4503-8556-5,
DOI: 10.1145/3465998.3466007,
[Konferenzveröffentlichung]

Hilprecht, Benjamin ; Binnig, Carsten (2021):
ReStore - Neural Data Completion for Relational Databases.
In: SIGMOD/PODS '21: Proceedings of the 2021 International Conference on Management of Data, S. 710-722,
ACM, SIGMOD/PODS '21: International Conference on Management of Data, virtual Conference, 20.-25.06.2021, ISBN 978-1-4503-8343-1,
DOI: 10.1145/3448016.3457264,
[Konferenzveröffentlichung]

Thostrup, Lasse ; Skrzypczak, Jan ; Jasny, Matthias ; Ziegler, Tobias ; Binnig, Carsten (2021):
DFI: The Data Flow Interface for High-Speed Networks.
In: SIGMOD/PODS '21: Proceedings of the 2021 International Conference on Management of Data, S. 1825-1837,
ACM, SIGMOD/PODS '21: International Conference on Management of Data, virtual Conference, 20.-25.06.2021, ISBN 978-1-4503-8343-1,
DOI: 10.1145/3448016.3452816,
[Konferenzveröffentlichung]

Bang, Tiemo ; May, Norman ; Petrov, Ilia ; Binnig, Carsten (2021):
AnyDB: An Architecture-less DBMS for Any Workload.
11th Annual Conference on Innovative Data Systems Research (CIDR 2021), virtual Conference, 10.-15.01.2021, [Konferenzveröffentlichung]

Hättasch, Benjamin ; Bodensohn, Jan-Micha ; Binnig, Carsten (2021):
ASET: Ad-hoc Structured Exploration of Text Collections.
47th International Conference on Very Large Data Bases, Copenhagen, Denmark, 16.-20.08.2021, [Konferenzveröffentlichung]

El-Hindi, Muhammad ; Zhao, Zheguang ; Binnig, Carsten
Rezig, El Kindi ; Gadepally, Vijay ; Mattson, Timothy ; Stonebraker, Michael ; Kraska, Tim ; Wang, Fusheng ; Luo, Gang ; Kong, Jun ; Dubovitskaya, Alevtina (Hrsg.) (2021):
ACID-V: Towards a New Class of DBMSs for Data Sharing.
In: Lecture Notes in Computer Science, 12921, In: Heterogeneous Data Management, Polystores, and Analytics for Healthcare: VLDB Workshops, Poly 2021 and DMAH 2021, S. 60-64,
Springer, 47th International Conference on Very Large Data Bases (VLDB 2021), virtual Conference, 20.08.2021, ISBN 978-3-030-93662-4,
DOI: 10.1007/978-3-030-93663-1_5,
[Konferenzveröffentlichung]

2020

Kar, Sounak ; Rehrmann, Robin ; Mukhopadhyay, Arpan ; Alt, Bastian ; Ciucu, Florin ; Koeppl, Heinz ; Binnig, Carsten ; Rizk, Amr (2020):
On the Throughput Optimization in Large-Scale Batch-Processing Systems.
38th International Symposium on Computer Performance, Modeling, Measurements and Evaluation (PERF 2020), virtual Conference, 02.-06.11.2020, [Konferenzveröffentlichung]

Hättasch, Benjamin ; Truong-Ngoc, Michael ; Schmidt, Andreas ; Binnig, Carsten (2020):
It’s AI Match: A Two-Step Approach for Schema Matching Using Embeddings.
2nd International Workshop on Applied AI for Database Systems and Applications, virtual Conference, 31.08.2020, [Konferenzveröffentlichung]

Brandt, Christoph ; Hättasch, Benjamin ; Geisler, Nadja ; Binnig, Carsten (2020):
Towards Robust and Transparent Natural Language Interfaces for Databases.
Workshop on Human-In-the-Loop Data Analytics (HILDA’20), Portland, USA, 14.-19.06.2020, [Konferenzveröffentlichung]

Hilprecht, Benjamin ; Binnig, Carsten ; Röhm, Uwe (2020):
Learning a Partitioning Advisor for Cloud Databases.
In: SIGMOD '20: Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data, S. 143-157,
ACM, 2020 ACM SIGMOD International Conference on Management of Data, virtual Conference, 14.-19.06.2020, ISBN 978-1-4503-6735-6,
DOI: 10.1145/3318464.3389704,
[Konferenzveröffentlichung]

Rehrmann, Robin ; Binnig, Carsten ; Böhm, Alexander ; Kim, Kihong ; Lehner, Wolfgang (2020):
Sharing Opportunities for OLTP Workloads in Different Isolation Levels.
In: Proceedings of the VLDB Endowment, 13 (10), S. 1696-1708. VLDB Endowment, ISSN 21508097,
DOI: 10.14778/3401960.3401967,
[Artikel]

Weir, Nathaniel ; Utama, Prasetya ; Galakatos, Alex ; Crotty, Andrew ; Ilkhechi, Amir ; Ramaswamy, Shekar ; Bhushan, Rohin ; Geisler, Nadja ; Hättasch, Benjamin ; Eger, Steffen ; Cetintemel, Ugur ; Binnig, Carsten
Maier, David ; Pottinger, Rachel ; Doan, AnHai ; Tan, Wang-Chiew ; Alawini, Abdussalam ; Ngo, Hung Q. (Hrsg.) (2020):
DBPal: A Fully Pluggable NL2SQL Training Pipeline.
In: SIGMOD'20: Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data, S. 2347-2361,
ACM, SIGMOD/PODS '20: International Conference on Management of Data, virtual Conference, 14.-19.06.2020, ISBN 978-1-4503-6735-6,
DOI: 10.1145/3318464.3380589,
[Konferenzveröffentlichung]

El-Hindi, Muhammad ; Karrer, Simon ; Doci, Gloria ; Binnig, Carsten (2020):
TrustDBle: Towards Trustable Shared Databases.
3rd International Symposium on Foundations and Applications of Blockchain, virtual Conference, 01.05.2020, [Konferenzveröffentlichung]

Hättasch, Benjamin ; Geisler, Nadja ; Meyer, Christian M. ; Binnig, Carsten (2020):
Summarization Beyond News: The Automatically Acquired Fandom Corpora.
In: Proceedings of The 12th Language Resources and Evaluation Conference, S. 6700-6708,
European Language Resources Association, ISBN 979-10-95546-34-4,
[Konferenzveröffentlichung]

Hilprecht, Benjamin ; Schmidt, Andreas ; Kulessa, Moritz ; Molina, Alejandro ; Kersting, Kristian ; Binnig, Carsten (2020):
DeepDB: Learn from Data, not from Queries!
46th International Conference on Very Large Data Bases, virtual Conference, 31.08.-04.09.2020, [Konferenzveröffentlichung]

Hilprecht, Benjamin ; Schmidt, Andreas ; Kulessa, Moritz ; Molina, Alejandro ; Kersting, Kristian ; Binnig, Carsten (2020):
DeepDB: Learn from Data, Not from Queries!
In: Proceedings of the VLDB Endowment, 13 (7), S. 992-1005. ACM, ISSN 2150-8097,
DOI: 10.14778/3384345.3384349,
[Artikel]

Hilprecht, Benjamin ; Binnig, Carsten ; Bang, Tiemo ; El-Hindi, Muhammad ; Hättasch, Benjamin ; Khanna, Aditya ; Rehrmann, Robin ; Röhm, Uwe ; Schmidt, Andreas ; Thostrup, Lasse ; Ziegler, Tobias (2020):
DBMS Fitting: Why should we learn what we already know?
CIDR 2020, 10th Conference on Innovative Data Systems Research, Amsterdam, January 12-15, 2020, [Konferenzveröffentlichung]

Bang, Tiemo ; May, Norman ; Petrov, Ilia ; Binnig, Carsten (2020):
The Tale of 1000 Cores: An Evaluation of Concurrency Control on Real(Ly) Large Multi-Socket Hardware.
DaMoN ’20: 16th International Workshop on Data Management on New Hardware, virtual Conference, 15.06., ISBN 9781450380249,
DOI: 10.1145/3399666.3399910,
[Konferenzveröffentlichung]

Bang, Tiemo ; Oukid, Ismail ; May, Norman ; Petrov, Ilia ; Binnig, Carsten (2020):
Robust Performance of Main Memory Data Structures by Configuration.
S. 1651-1666, SIGMOD ’20: 2020 ACM SIGMOD International Conference on Management of Data, virtual Conference, 14.-19.06., ISBN 9781450367356,
DOI: 10.1145/3318464.3389725,
[Konferenzveröffentlichung]

Eichmann, Philipp ; Zgraggen, Emanuel ; Binnig, Carsten ; Kraska, Tim (2020):
IDEBench: A Benchmark for Interactive Data Exploration.
In: Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data, S. 1555-1569,
ACM, SIGMOD/PODS '20: International Conference on Management of Data, virtual Conference, 14.-19.06.2020, ISBN 978-1-4503-6735-6,
DOI: 10.1145/3318464.3380574,
[Konferenzveröffentlichung]

Jasny, Matthias ; Ziegler, Tobias ; Kraska, Tim ; Roehm, Uwe ; Binnig, Carsten (2020):
DB4ML - An In-Memory Database Kernel with Machine Learning Support.
In: Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data, S. 159-173,
ACM, SIGMOD/PODS '20: International Conference on Management of Data, virtual Conference, 14.-19.06.2020, ISBN 9781450367356,
DOI: 10.1145/3318464.3380575,
[Konferenzveröffentlichung]

Zamanian, Erfan ; Shun, Julian ; Binnig, Carsten ; Kraska, Tim (2020):
Chiller: Contention-Centric Transaction Execution and Data Partitioning for Modern Networks.
In: Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data, S. 511-526,
ACM, SIGMOD/PODS '20: International Conference on Management of Data, virtual Conference, 14.-19.06.2020, ISBN 978-1-4503-6735-6,
DOI: 10.1145/3318464.3389724,
[Konferenzveröffentlichung]

Battle, Leilani ; Eichmann, Philipp ; Angelini, Marco ; Catarci, Tiziana ; Santucci, Giuseppe ; Zheng, Yukun ; Binnig, Carsten ; Fekete, Jean-Daniel ; Moritz, Dominik (2020):
Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data.
In: Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data, S. 1571-1587,
ACM, SIGMOD/PODS '20: International Conference on Management of Data, virtual Conference, 14.-19.06.2020, ISBN 978-1-4503-6735-6,
DOI: 10.1145/3318464.3389732,
[Konferenzveröffentlichung]

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, 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]

Kulessa, Moritz ; Hilprecht, Benjamin ; Molina, Alejandro ; Kersting, Kristian ; Binnig, Carsten (2019):
Towards Model-based Approximate Query Processing.
1st International Workshop on Applied AI for Database Systems and Applications (AIDB’19), Los Angeles, USA, 26. August 2019, [Konferenzveröffentlichung]

Hofmann, Jaco ; Thostrup, Lasse ; Ziegler, Tobias ; Binnig, Carsten ; Koch, Andreas (2019):
High-Performance In-Network Data Processing.
10th International Workshop on Accelerating Analytics and Data Management Systems Using Modern Processor and Storage Architectures, Los Angeles, USA, August 26, 2019, [Konferenzveröffentlichung]

Hättasch, Benjamin ; Meyer, Christian M. ; Binnig, Carsten (2019):
Interactive Summarization of Large Document Collections.
In: HILDA'19: Proceedings of the ..., S. 1-4,
Amsterdam, Niederlande, Workshop on Human-In-the-Loop Data Analytics, Amsterdam, 05.07.2019, ISBN 978-1-4503-6791-2,
DOI: 10.1145/3328519.3329129,
[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).
S. 29-30, Bonn, Gesellschaft für Informatik, BTW 2019 – Workshopband, [Konferenzveröffentlichung]

El-Hindi, Muhammad ; Binnig, Carsten ; Arasu, Arvind ; Kossmann, Donald ; Ramamurthy, Ravi
Chen, Lei ; Özcan, Fatma (Hrsg.) (2019):
BlockchainDB - A Shared Database on Blockchains.
In: Proceedings of the 45th International Conference on Very Large Data Bases, Los Angeles, California, S. 1597-1609,
45 th International Conference on Very Large Data Bases, Los Angeles, California, August 26th - 30th, 2019, DOI: 10.14778/3342263.3342636,
[Konferenzveröffentlichung]

Berg, Lukas ; Ziegler, Tobias ; Binnig, Carsten ; Röhm, Uwe (2019):
ProgressiveDB - Progressive Data Analytics as a Middleware.
12, S. 1814-1817, 45th International Conference on Very Large Data Bases, Los Angeles, California, August 26th - 30th, 2019, DOI: 10.14778/3352063.3352073,
[Konferenzveröffentlichung]

Dursun, Kayhan ; Binnig, Carsten ; Cetintemel, Ugur ; Swart, Garret ; Gong, Weiwei (2019):
A Morsel-Driven Query Execution Engine for Heterogeneous Multi-Cores.
In: Proceedings of the 45th International Conference on Very Large Data Bases, Los Angeles, California, S. 2218-2229,
45 th International Conference on Very Large Data Bases, Los Angeles, California, August 26th - 30th, 2019, DOI: 10.14778/3352063.3352137,
[Konferenzveröffentlichung]

Ziegler, Tobias ; Binnig, Carsten ; Röhm, Uwe
Meyer, Holger ; Ritter, Norbert ; Thor, Andreas ; Nicklas, Daniela ; Heuer, Andreas ; Klettke, Meike (Hrsg.) (2019):
Skew-resilient Query Processing for Fast Networks.
In: LNI, P-290, S. 81-85, Rostok, Gesellschaft für Informatik, Bonn, Datenbanksysteme für Business, Technologie und Web (BTW 2019), 18. Fachtagung des GI-Fachbereichs ,,Datenbanken und Informationssysteme" (DBIS), 4.-8. März 2019, Rostock, Germany, Workshopband, DOI: 10.18420/btw2019-ws-06,
[Konferenzveröffentlichung]

Alonso, Gustavo ; Binnig, Carsten ; Pandis, Ippokratis ; Salem, Kenneth ; Skrzypczak, Jan ; Stutsman, Ryan ; Thostrup, Lasse ; Wang, Tianzheng ; Wang, Zeke ; Ziegler, Tobias (2019):
DPI: The Data Processing Interface for Modern Networks.
Asilomar, CA, USA, www.cidrdb.org, CIDR 2019, 9th Biennial Conference on Innovative Data Systems Research, Asilomar, CA, USA, January 13-16, 2019, [Konferenzveröffentlichung]

Salama, Abdallah ; Linke, Alexander ; Rocha, Igor Pessoa ; Binnig, Carsten
Hammoudi, Slimane ; Quix, Christoph ; Bernardino, Jorge (Hrsg.) (2019):
XAI: A Middleware for Scalable AI.
In: Proceedings of the 8th International Conference on Data Science, Technology and Applications, DATA 2019, S. 109-120,
Prague, Czech Republic, SciTePress, 8th International Conference on Data Science, Technology and Applications, Prague, Czech Republic, July 26-28, 2019, DOI: 10.5220/0008120301090120,
[Konferenzveröffentlichung]

Hilprecht, Benjamin ; Binnig, Carsten ; Röhm, Uwe
Bordawekar, Rajesh ; Shmueli, Oded (Hrsg.) (2019):
Towards learning a partitioning advisor with deep reinforcement learning.
In: Proceedings of the Second International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, aiDM@SIGMOD 2019, S. 6:1-6:4,
Amsterdam, The Netherlands, ACM, Second International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, aiDM@SIGMOD 2019, Amsterdam, The Netherlands, July 5, 2019, DOI: 10.1145/3329859.3329876,
[Konferenzveröffentlichung]

Ziegler, Tobias ; Vani, Sumukha Tumkur ; Binnig, Carsten ; Fonseca, Rodrigo ; Kraska, Tim
Boncz, Peter A. ; Manegold, Stefan ; Ailamaki, Anastasia ; Deshpande, Amol ; Kraska, Tim (Hrsg.) (2019):
Designing Distributed Tree-based Index Structures for Fast RDMA-capable Networks.
S. 741-758, ACM, International Conference on Management of Data, SIGMOD Conference, June 30 - July 5, 2019, Amsterdam, DOI: 10.1145/3299869.3300081,
[Konferenzveröffentlichung]

Shang, Zeyuan ; Zgraggen, Emanuel ; Buratti, Benedetto ; Kossmann, Ferdinand ; Eichmann, Philipp ; Chung, Yeounoh ; Binnig, Carsten ; Upfal, Eli ; Kraska, Tim
Boncz, Peter A. ; Manegold, Stefan ; Ailamaki, Anastasia ; Deshpande, Amol ; Kraska, Tim (Hrsg.) (2019):
Democratizing Data Science through Interactive Curation of ML Pipelines.
In: Proceedings of the 2019 International Conference on Management of Data, SIGMOD Conference 2019, S. 1171-1188,
Amsterdam, The Netherlands, ACM, 2019 International Conference on Management of Data, SIGMOD Conference 2019,, Amsterdam, The Netherlands, June 30 - July 5, 2019, DOI: 10.1145/3299869.3319863,
[Konferenzveröffentlichung]

Galakatos, Alex ; Markovitch, Michael ; Binnig, Carsten ; Fonseca, Rodrigo ; Kraska, Tim
Boncz, Peter A. ; Manegold, Stefan ; Ailamaki, Anastasia ; Deshpande, Amol ; Kraska, Tim (Hrsg.) (2019):
FITing-Tree: A Data-aware Index Structure.
In: Proceedings of the 2019 International Conference on Management of Data, SIGMOD Conference 2019, S. 1189-1206,
Amsterdam, The Netherlands, ACM, 2019 International Conference on Management of Data, SIGMOD Conference 2019, Amsterdam, The Netherlands, June 30 - July 5, 2019, DOI: 10.1145/3299869.3319860,
[Konferenzveröffentlichung]

El-Hindi, Muhammad ; Heyden, Martin ; Binnig, Carsten ; Ramamurthy, Ravi ; Arasu, Arvind ; Kossmann, Donald
Boncz, Peter A. ; Manegold, Stefan ; Ailamaki, Anastasia ; Deshpande, Amol ; Kraska, Tim (Hrsg.) (2019):
BlockchainDB - Towards a Shared Database on Blockchains.
S. 1905-1908, Proceedings of the 2019 International Conference on Management of Data, SIGMOD Conference, Amsterdam, June 30 - July 5, 2019, DOI: 10.1145/3299869.3320237,
[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: Lecture Notes in Computer Science, 10761, In: Computational Linguistics and Intelligent Text Processing: Proceedings of the 18th International Conference, S. 527-549, Berlin/Heidelberg, Springer, ISBN 978-3-319-77112-0,
DOI: 10.1007/978-3-319-77113-7_41,
[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.
11, In: Proceedings of the VLDB Endowment, S. 1902-1905,
The 44th International Conference on Very Large Data Bases (VLDB 2018), Rio De Janerio, Brazil, 27.08.2018--31.08.2018, DOI: 10.14778/3229863.3236220,
[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.
1st Inaugural Conference on Systems ML (SysML), [Konferenzveröffentlichung]

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]

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]

Blöcher, Marcel ; Ziegler, Tobias ; Binnig, Carsten ; Eugster, Patrick (2018):
Boosting Scalable Data Analytics with Modern Programmable Networks.
S. 1:1-1:3, DAMON'18 - 14th International Workshop on Data Management on New Hardware, Houston, USA, 11.06.2018, ISBN 978-1-4503-5853-8,
DOI: 10.1145/3211922.3211923,
[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.
In: SIGMOD '18, S. 1765-1768, New York, NY, USA, ACM, Proceedings of the 2018 International Conference on Management of Data, New York, NY, USA, ISBN 978-1-4503-4703-7,
DOI: 10.1145/3183713.3193562,
[Konferenzveröffentlichung]

Binnig, Carsten (2018):
Scalable Data Management on Modern Networks.
In: Datenbank-Spektrum, 18 (3), S. 203-209. Springer Nature, DOI: 10.1007/s13222-018-0297-6,
[Artikel]

Rehrmann, Robin ; Binnig, Carsten ; Böhm, Alexander ; Kim, Kihong ; Lehner, Wolfgang ; Rizk, Amr (2018):
OLTPShare: The Case for Sharing in OLTP Workloads.
S. 1769-1780, 44th International Conference on Very Large Data Bases, Rio de Janeiro, Brazil, August 2018, DOI: 10.14778/3229863.3229866,
[Konferenzveröffentlichung]

Pinkel, Christoph ; Binnig, Carsten ; Jimenez-Ruiz, Ernesto ; Kharlamov, Evgeny ; May, Wolfgang ; Nikolov, Andriy ; Sasa Bastinos, Ana ; Skjæveland, Martin G. ; Solimando, Alessandro ; Taheriyan, Mohsen ; Heupel, Christian ; Horrocks, Ian (2018):
RODI: Benchmarking relational-to-ontology mapping generation quality.
In: Semantic Web, 9 (1), S. 25-52. IOS Press, e-ISSN 2210-4968,
DOI: 10.3233/SW-170268,
[Artikel]

Sommer, Lukas ; Oppermann, Julian ; Molina, Alejandro ; Binnig, Carsten ; Kersting, Kristian ; Koch, Andreas (2018):
Automatic Mapping of the Sum-Product Network Inference Problem to FPGA-based Accelerators.
36th International Conference on Computer Design (ICCD), Orlando, USA, 07.-10. Oct., 2018, DOI: 10.1109/ICCD.2018.00060,
[Konferenzveröffentlichung]

2017

Guo, Yue ; Binnig, Carsten ; Kraska, Tim (2017):
What you see is not what you get!: Detecting Simpson's Paradoxes during Data Exploration.
S. 2, Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics, [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, 10 (6), S. 685-696. VLDB Endowment, [Artikel]

Dursun, Kayhan ; Binnig, Carsten ; Cetintemel, Ugur ; Kraska, Tim (2017):
Revisiting reuse in main memory database systems.
S. 1275-1289, Proceedings of the 2017 ACM International Conference on Management of Data, [Konferenzveröffentlichung]

Zhao, Zheguang ; De Stefani, Lorenzo ; Zgraggen, Emanuel ; Binnig, Carsten ; Upfal, Eli ; Kraska, Tim (2017):
Controlling false discoveries during interactive data exploration.
S. 527-540, Proceedings of the 2017 ACM International Conference on Management of Data, [Konferenzveröffentlichung]

Kraska, Tim ; Dadashov, Elkhan ; Binnig, Carsten (2017):
Spotlytics: How to Use Cloud Market Places for Analytics?
S. 361-380, BTW'17 - Datenbanksysteme für Business, Technologie und Web, Stuttgart, 6.–10. März 2017, [Konferenzveröffentlichung]

Pinkel, Christoph ; Binnig, Carsten ; Jimenez-Ruiz, Ernesto ; Kharlamov, Evgeny ; Nikolov, Andriy ; Schwarte, Andreas ; Heupel, Christian ; Kraska, Tim (2017):
IncMap: A Journey towards Ontology-based Data Integration.
S. 145-164, BTW'17 - Datenbanksysteme für Business, Technologie und Web, Stuttgart, 6.–10. März 2017, [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., 40 (1), S. 27-37. [Artikel]

Gurevych, Iryna ; Meyer, Christian M. ; Binnig, Carsten ; Fürnkranz, Johannes ; Kersting, Kristian ; Roth, Stefan ; Simpson, Edwin
Gelbukh, Alexander (Hrsg.) (2017):
Interactive Data Analytics for the Humanities.
In: Computational Linguistics and Intelligent Text Processing, S. 527-549,
Budapest, Hungary, Springer International Publishing, International Conference on Computational Linguistics and Intelligent Text Processing, CICLing 2017, Budapest, Hungary, 17-23 April, 2017, ISBN 978-3-319-77113-7,
[Konferenzveröffentlichung]

Dursun, Kayhan ; Binnig, Carsten ; Cetintemel, Ugur ; Petrocelli, Robert (2017):
SiliconDB: rethinking DBMSs for modern heterogeneous co-processor environments.
S. 10, 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.
S. 2, 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.
S. 1671-1674, 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, 10 (10), S. 1142-1153. VLDB Endowment, [Artikel]

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

2016

Chung, Yeounoh ; Mortensen, Michael Lind ; Binnig, Carsten ; Kraska, Tim (2016):
Estimating the impact of unknown unknowns on aggregate query results.
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, (Preprint), S. 1-28. IOS Press, [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, 9 (7), S. 528-539. VLDB Endowment, [Artikel]

Lyons, Gabriel ; Tran, Vinh ; Binnig, Carsten ; Cetintemel, Ugur ; Kraska, Tim (2016):
Making the case for query-by-voice with echoquery.
S. 2129-2132, 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).
S. 11, 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.
S. 5, 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., 39 (4), S. 50-61. [Artikel]

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

2015

Harren, Arne ; Elfner, Tobias ; Forstmann, Gerd ; Kabala, Maciej ; Binnig, Carsten ; Kain, Stefan ; Faerber, Franz ; Westmann, Till (2015):
Generic node including stored script.
US 9.026.525,
[Norm, Patent, Standard]

Binnig, Carsten ; Cetintemel, Ugur ; Kraska, Tim ; Zdonik, Stan ; Zamanian, Erfan ; Crotty, Andrew (2015):
I-Store: Data Management for Fast Networks.
New England Database Day, Boston, January 30, 2015, [Konferenzveröffentlichung]

Pinkel, Christoph ; Binnig, Carsten ; Jimenez-Ruiz, Ernesto ; May, Wolfgang ; Ritze, Dominique ; Skjæveland, Martin Georg ; Solimando, Alessandro ; Kharlamov, Evgeny (2015):
RODI: A benchmark for automatic mapping generation in relational-to-ontology data integration.
S. 21-37, Portoroz, Slovenia, European Semantic Web Conference, Portoroz, Slovenia, 31 May - 4 June, 2015, [Konferenzveröffentlichung]

Salama, Abdallah ; Binnig, Carsten ; Kraska, Tim ; Zamanian, Erfan (2015):
Cost-based fault-tolerance for parallel data processing.
S. 285-297, Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, [Konferenzveröffentlichung]

Zamanian, Erfan ; Binnig, Carsten ; Salama, Abdallah (2015):
Locality-aware partitioning in parallel database systems.
S. 17-30, 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.
S. 14-21, Data Engineering Workshops (ICDEW), 2015 31st IEEE International Conference on, [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, 8 (12), S. 2024-2027. VLDB Endowment, [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, 8 (12), S. 1466-1477. VLDB Endowment, [Artikel]

2014

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.
S. 96-103, Big Data (BigData Congress), 2014 IEEE International Congress on, [Konferenzveröffentlichung]

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.
S. 675-690, European Semantic Web Conference, [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, 23 (6), S. 987-1011. Springer Berlin Heidelberg, [Artikel]

Binnig, Carsten ; Salama, Abdallah ; Zamanian, Erfan (2014):
DoomDB: kill the query.
S. 913-916, Proceedings of the 2014 ACM SIGMOD International Conference on Management of Data, [Konferenzveröffentlichung]

2013

Binnig, Carsten ; May, Norman ; Mindnich, Tobias
Markl, V. ; Saake, G. ; Sattler, K.-U. (Hrsg.) (2013):
SQLScript: Efficiently analyzing big enterprise data in SAP HANA.
In: Datenbanksysteme für Business, Technologie und Web (BTW), S. 363-382,
Bonn, Gesellschaft für Informatik e.V., Datenbanksysteme für Business, Technologie und Web (BTW), Magdeburg, 13.–15. März 2013, [Konferenzveröffentlichung]

Pinkel, Christoph ; Binnig, Carsten ; Kharlamov, Evgeny ; Haase, Peter (2013):
IncMap: pay as you go matching of relational schemata to OWL ontologies.
In: Proceedings of the 8th International Workshop on Ontology Matching co-located with the 12th International Semantic Web Conference ISWC 2013, S. 37-48,
Sydney, Australia, 8th International Workshop on Ontology Matching co-located with the 12th International Semantic Web Conference ISWC 2013, Sydney, Australia, October 21, 2013, [Konferenzveröffentlichung]

2012

Binnig, Carsten ; Rehrmann, Robin ; Faerber, Franz ; Riewe, Rudolf (2012):
FunSQL: It is time to make SQL functional.
S. 41-46, 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, 735, ETH Zurich, [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, 19 (2), S. 203-230. Springer-Verlag, [Artikel]

2009

Binnig, Carsten ; Kossmann, Donald ; Kraska, Tim ; Loesing, Simon (2009):
How is the weather tomorrow?: towards a benchmark for the cloud.
S. 9, Proceedings of the Second International Workshop on Testing Database Systems, [Konferenzveröffentlichung]

Binnig, Carsten ; Hildenbrand, Stefan ; Färber, Franz (2009):
Dictionary-based order-preserving string compression for main memory column stores.
S. 283-296, Proceedings of the 2009 ACM SIGMOD International Conference on Management of data, [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, 37 (4), S. 94-99. ACM, [Artikel]

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.
S. 5, 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., 31 (1), S. 28-35. [Artikel]

Binnig, Carsten ; Kossmann, Donald ; Lo, Eric ; Saenz-Badillos, Angel (2008):
Automatic result verification for the functional testing of a query language.
S. 1534-1536, Data Engineering, 2008. ICDE 2008. IEEE 24th International Conference on, [Konferenzveröffentlichung]

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

2007

Binnig, Carsten ; Kossmann, Donald ; Lo, Eric (2007):
Reverse query processing.
S. 506-515, 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.
S. 341-352, Proceedings of the 2007 ACM SIGMOD international conference on Management of data, [Konferenzveröffentlichung]

Weiß, Jörn and Kirn ; Herrmann, Andrea ; Binnig, Carsten ; Illes, Timea ; Paech, Barbara (2007):
Die SIKOSA-Methodik.
In: Wirtschaftsinformatik, 49 (3), S. 188-198. Vieweg Verlag, [Artikel]

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, 49 (3), S. 188-198. Springer, [Artikel]

2006

Binnig, Carsten ; Kossmann, Donald ; Lo, Eric (2006):
Testing database applications.
S. 739-741, 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, 6, S. 59-61. [Artikel]

2002

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, S. 267-274, Springer, Dordrecht, [Buchkapitel]

Schmidt, Andreas ; Binnig, Carsten (2002):
Experience Gained in the Development of a Route Planner for Mobile End Devices.
S. 42-47, Communications, Internet, and Information Technology, [Konferenzveröffentlichung]

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