Volker Markl
Orcid: 0009-0009-0964-026XAffiliations:
- German Research Center for Artificial Intelligence (DFKI), Berlin, Germany
- TU Berlin, Institute of Software Engineering and Theoretical Computer Science, Germany
According to our database1,
Volker Markl
authored at least 305 papers
between 1998 and 2024.
Collaborative distances:
Collaborative distances:
Awards
ACM Fellow
ACM Fellow 2020, "For contributions to query optimization, scalable data processing, and data programmability".
Timeline
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Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on zbmath.org
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on dfki.de
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on acm.org
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on orcid.org
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on d-nb.info
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on dl.acm.org
On csauthors.net:
Bibliography
2024
Proc. VLDB Endow., February, 2024
Efficient Placement of Decomposable Aggregation Functions for Stream Processing over Large Geo-Distributed Topologies.
Proc. VLDB Endow., February, 2024
VLDB J., January, 2024
Proceedings of the Proceedings 27th International Conference on Extending Database Technology, 2024
Benchmarking Stream Join Algorithms on GPUs: A Framework and its Application to the State-of-the-art.
Proceedings of the Proceedings 27th International Conference on Extending Database Technology, 2024
Evaluation of Sampling Methods for Discovering Facts from Knowledge Graph Embeddings.
Proceedings of the Proceedings 27th International Conference on Extending Database Technology, 2024
2023
Missing Value Imputation for Multi-attribute Sensor Data Streams via Message Propagation.
Proc. VLDB Endow., November, 2023
VLDB J., September, 2023
Proc. VLDB Endow., 2023
Proc. VLDB Endow., 2023
MorphStream: Adaptive Scheduling for Scalable Transactional Stream Processing on Multicores.
Proc. ACM Manag. Data, 2023
Missing Value Imputation for Multi-attribute Sensor Data Streams via Message Propagation (Extended Version).
CoRR, 2023
CoRR, 2023
Proceedings of the Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023), Vancouver, Canada, August 28, 2023
Proceedings of the Companion of the 2023 International Conference on Management of Data, 2023
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
The Art of Losing to Win: Using Lossy Image Compression to Improve Data Loading in Deep Learning Pipelines.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
Proceedings of the Computational Science - ICCS 2023, 2023
Proceedings of the Proceedings 26th International Conference on Extending Database Technology, 2023
Proceedings of the Seventh Workshop on Data Management for End-to-End Machine Learning, 2023
Proceedings of the 19th International Workshop on Data Management on New Hardware, 2023
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
Proceedings of the 13th Conference on Innovative Data Systems Research, 2023
Proceedings of the Datenbanksysteme für Business, 2023
Learn What Really Matters: A Learning-to-Rank Approach for ML-based Query Optimization.
Proceedings of the Datenbanksysteme für Business, 2023
2022
SIGMOD Rec., 2022
SIGMOD Rec., 2022
Open J. Internet Things, 2022
IEEE Data Eng. Bull., 2022
Algorithms for Windowed Aggregations and Joins on Distributed Stream Processing Systems.
Datenbank-Spektrum, 2022
CoRR, 2022
Proceedings of the 1st International Workshop on Composable Data Management Systems, 2022
Proceedings of the SSDBM 2022: 34th International Conference on Scientific and Statistical Database Management, Copenhagen, Denmark, July 6, 2022
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022
Triton Join: Efficiently Scaling to a Large Join State on GPUs with Fast Interconnects.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022
Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines [Abstract].
Proceedings of the LWDA 2022 Workshops: FGWM, 2022
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022
Proceedings of the 24th International Workshop on Design, 2022
DataFarm: Farm Your ML-based Query Optimizer's Food! - Human-Guided Training Data Generation -.
Proceedings of the 12th Conference on Innovative Data Systems Research, 2022
2021
Scotty: General and Efficient Open-source Window Aggregation for Stream Processing Systems.
ACM Trans. Database Syst., 2021
What Is the Price for Joining Securely? Benchmarking Equi-Joins in Trusted Execution Environments.
Proc. VLDB Endow., 2021
In the Land of Data Streams where Synopses are Missing, One Framework to Bring Them All.
Proc. VLDB Endow., 2021
Open J. Internet Things, 2021
Open J. Internet Things, 2021
BigEarthNet-MM: A Large Scale Multi-Modal Multi-Label Benchmark Archive for Remote Sensing Image Classification and Retrieval.
CoRR, 2021
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021
The Power of Nested Parallelism in Big Data Processing - Hitting Three Flies with One Slap -.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021
Proceedings of the 24th International Conference on Extending Database Technology, 2021
Automatic Tuning of Read-Time Tolerances for Optimized On-Demand Data-Streaming from Sensor Nodes.
Proceedings of the 24th International Conference on Extending Database Technology, 2021
Proceedings of the 24th International Conference on Extending Database Technology, 2021
Database Systems and Information Management: Trends and a Vision.
Proceedings of the 10th International Conference on Data Science, 2021
Proceedings of the 17th International Workshop on Data Management on New Hardware, 2021
Proceedings of the 11th Conference on Innovative Data Systems Research, 2021
Proceedings of the Datenbanksysteme für Business, 2021
Proceedings of the Datenbanksysteme für Business, 2021
2020
Agora: Bringing Together Datasets, Algorithms, Models and More in a Unified Ecosystem [Vision].
SIGMOD Rec., 2020
Proc. VLDB Endow., 2020
Proc. VLDB Endow., 2020
Proceedings of the Software Foundations for Data Interoperability and Large Scale Graph Data Analytics, 2020
Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines.
Proceedings of the 2020 International Conference on Management of Data, 2020
Proceedings of the 2020 International Conference on Management of Data, 2020
Proceedings of the 2020 International Conference on Management of Data, 2020
Proceedings of the 2020 International Conference on Management of Data, 2020
Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020
Proceedings of the 23rd International Conference on Extending Database Technology, 2020
Proceedings of the 23rd International Conference on Extending Database Technology, 2020
Proceedings of the 23rd International Conference on Extending Database Technology, 2020
Proceedings of the 14th ACM International Conference on Distributed and Event-based Systems, 2020
The NebulaStream Platform for Data and Application Management in the Internet of Things.
Proceedings of the 10th Conference on Innovative Data Systems Research, 2020
2019
ACM Trans. Database Syst., 2019
Proc. VLDB Endow., 2019
Datenbank-Spektrum, 2019
SENSE: Scalable Data Acquisition from Distributed Sensors with Guaranteed Time Coherence.
CoRR, 2019
Agora: Towards An Open Ecosystem for Democratizing Data Science & Artificial Intelligence.
CoRR, 2019
Proceedings of the Performance Evaluation and Benchmarking for the Era of Cloud(s), 2019
Learning to Validate the Predictions of Black Box Machine Learning Models on Unseen Data.
Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2019
Proceedings of the 2019 International Conference on Management of Data, 2019
Extended Kalman Filter for Large Scale Vessels Trajectory Tracking in Distributed Stream Processing Systems.
Proceedings of the Advanced Analytics and Learning on Temporal Data, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019
Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference, 2019
Proceedings of the Advances in Database Technology, 2019
Proceedings of the Advances in Database Technology, 2019
Proceedings of the Advances in Database Technology, 2019
Proceedings of the 13th ACM International Conference on Distributed and Event-based Systems, 2019
Proceedings of the 15th International Workshop on Data Management on New Hardware, 2019
Proceedings of the Datenbanksysteme für Business, 2019
Proceedings of the Datenbanksysteme für Business, 2019
An Overview of Hawk: A Hardware-Tailored Code Generator for the Heterogeneous Many Core Age.
Proceedings of the Datenbanksysteme für Business, 2019
Proceedings of the Datenbanksysteme für Business, 2019
2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
VLDB J., 2018
Proc. VLDB Endow., 2018
Inform. Spektrum, 2018
Proceedings of the Performance Evaluation and Benchmarking for the Era of Artificial Intelligence, 2018
Proceedings of the Performance Evaluation and Benchmarking for the Era of Artificial Intelligence, 2018
Proceedings of the 2018 International Conference on Management of Data, 2018
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018
Scalable Detection of Concept Drifts on Data Streams with Parallel Adaptive Windowing.
Proceedings of the 21st International Conference on Extending Database Technology, 2018
Proceedings of the 21st International Conference on Extending Database Technology, 2018
Proceedings of the 12th ACM International Conference on Distributed and Event-based Systems, 2018
Proceedings of the 14th International Workshop on Data Management on New Hardware, 2018
Proceedings of the ACM Symposium on Cloud Computing, 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2017
IEEE Trans. Knowl. Data Eng., 2017
Proc. VLDB Endow., 2017
Datenbank-Spektrum, 2017
CoRR, 2017
Proceedings of the Performance Evaluation and Benchmarking for the Analytics Era, 2017
Proceedings of the 4th ACM SIGMOD Workshop on Algorithms and Systems for MapReduce and Beyond, 2017
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017
Enabling Wide Area Data Analytics with Collaborative Distributed Processing Pipelines (CDPPs).
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017
Proceedings of the 20th International Conference on Extending Database Technology, 2017
PROTEUS: Scalable Online Machine Learning for Predictive Analytics and Real-Time Interactive Visualization.
Proceedings of the Workshops of the EDBT/ICDT 2017 Joint Conference (EDBT/ICDT 2017), 2017
Proceedings of the Workshops of the EDBT/ICDT 2017 Joint Conference (EDBT/ICDT 2017), 2017
Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017
Proceedings of the Datenbanksysteme für Business, 2017
Proceedings of the Datenbanksysteme für Business, 2017
Proceedings of the Datenbanksysteme für Business, 2017
Proceedings of the Handbook of Big Data Technologies, 2017
2016
VLDB J., 2016
Proceedings of the 3rd ACM SIGMOD Workshop on Algorithms and Systems for MapReduce and Beyond, 2016
Proceedings of the 2016 International Conference on Management of Data, 2016
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016
Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries, 2016
Efficient fault-tolerance for iterative graph processing on distributed dataflow systems.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
Proceedings of ACL-2016 System Demonstrations, Berlin, Germany, August 7-12, 2016, 2016
2015
Inform. Spektrum, 2015
IEEE Data Eng. Bull., 2015
Proceedings of the International Workshop on Accelerating Data Management Systems Using Modern Processor and Storage Architectures, 2015
Self-Tuning, GPU-Accelerated Kernel Density Models for Multidimensional Selectivity Estimation.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015
Proceedings of the LWA 2015 Workshops: KDML, 2015
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015
Proceedings of the 18th International Conference on Extending Database Technology, 2015
Proceedings of the Datenbanksysteme für Business, 2015
SMART: An Application Framework for Real Time Big Data Analysis on Heterogeneous Cloud Environments.
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015
2014
Wirtschaftsinf., 2014
Breaking the Chains: On Declarative Data Analysis and Data Independence in the Big Data Era.
Proc. VLDB Endow., 2014
Proc. VLDB Endow., 2014
Bus. Inf. Syst. Eng., 2014
Proceedings of the Performance Characterization and Benchmarking. Traditional to Big Data, 2014
Proceedings of the International Conference on Management of Data, 2014
Proceedings of the Second International Workshop on Graph Data Management Experiences and Systems, 2014
Evaluation of Similarity-Measure Factors for Formulae Based on the NTCIR-11 Math Task.
Proceedings of the 11th NTCIR Conference on Evaluation of Information Access Technologies, 2014
Challenges and Opportunities in Big Data Generation.
Proceedings of the Informatiktage 2014: Big (Data) is beautiful, 2014
Proceedings of the 44. Jahrestagung der Gesellschaft für Informatik, Big Data, 2014
Demonstrating Self-Learning Algorithm Adaptivity in a Hardware-Oblivious Database Engine.
Proceedings of the 17th International Conference on Extending Database Technology, 2014
Proceedings of the Large-Scale Data Analytics, 2014
2013
Proceedings of the 22nd International World Wide Web Conference, 2013
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013
Proceedings of the Sixth International Workshop on Testing Database Systems, 2013
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013
Proceedings of the 10th NTCIR Conference on Evaluation of Information Access Technologies, 2013
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013
"All roads lead to Rome": optimistic recovery for distributed iterative data processing.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
Proceedings of the Datenbanksysteme für Business, 2013
2012
Proceedings of the International Workshop on Accelerating Data Management Systems Using Modern Processor and Storage Architectures, 2012
Proceedings of the Selected Topics in Performance Evaluation and Benchmarking, 2012
Proceedings of the Sixth ACM Conference on Recommender Systems, 2012
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012
Proceedings of the Business Intelligence - Second European Summer School, 2012
2011
Das Fachgebiet "Datenbanksysteme und Informationsmanagement" (DIMA) an der Technischen Universität Berlin stellt sich vor.
Datenbank-Spektrum, 2011
Proceedings of the Fourth International Workshop on Testing Database Systems, 2011
Information Management in the Cloud - Parallel Dataflow Programming Beyond Map/Reduce.
Proceedings of the 17th International Conference on Management of Data, 2011
Proceedings of the Datenbanksysteme für Business, 2011
Proceedings of the Datenbanksysteme für Business, 2011
2010
Proceedings of the 26th International Conference on Data Engineering, 2010
Proceedings of the Robust Query Processing, 19.09. - 24.09.2010, 2010
Nephele/PACTs: a programming model and execution framework for web-scale analytical processing.
Proceedings of the 1st ACM Symposium on Cloud Computing, 2010
Proceedings of the Enabling Real-Time Business Intelligence - 4th International Workshop, 2010
2009
Proceedings of the Encyclopedia of Database Systems, 2009
Discovering and Exploiting Statistical Properties for Query Optimization in Relational Databases: A Survey.
Stat. Anal. Data Min., 2009
Proceedings of the Datenbanksysteme in Business, 2009
Proceedings of the Enabling Real-Time Business Intelligence - Third International Workshop, 2009
2008
Informationsintegration im Web 2.0.
Datenbank-Spektrum, 2008
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008
Proceedings of the Model-Based Software and Data Integration, 2008
Proceedings of the Uncertainty Management in Information Systems, 12.10. - 17.10.2008, 2008
Proceedings of the Uncertainty Management in Information Systems, 12.10. - 17.10.2008, 2008
Proceedings of the Business Intelligence for the Real-Time Enterprise, 2008
2007
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007
Proceedings of the 23rd International Conference on Data Engineering, 2007
Proceedings of the 23rd International Conference on Data Engineering, 2007
Proceedings of the Third Biennial Conference on Innovative Data Systems Research, 2007
Proceedings of the Datenbanksysteme in Business, 2007
2006
IEEE Trans. Syst. Man Cybern. Syst., 2006
IEEE Data Eng. Bull., 2006
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006
Proceedings of the Tenth International Database Engineering and Applications Symposium (IDEAS 2006), 2006
Proceedings of the 22nd International Conference on Data Engineering, 2006
Proceedings of the Advances in Database Technology, 2006
Proceedings of the Advances in Database Technology, 2006
Proceedings of the Flexible and Efficient Information Handling, 2006
2005
Inform. Forsch. Entwickl., 2005
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005
2004
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004
Proceedings of the 1st International Conference on Autonomic Computing (ICAC 2004), 2004
2003
Combining Hierarchy Encoding and Pre-Grouping: Intelligent Grouping in Star Join Processing.
Proceedings of the 19th International Conference on Data Engineering, 2003
Transbase: a Leading-edge ROLAP Engine Supporting Multidimensional Indexing and Hierarchy Clustering.
Proceedings of the BTW 2003, 2003
2002
Proceedings of 28th International Conference on Very Large Data Bases, 2002
Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002
Proceedings of the International Database Engineering & Applications Symposium, 2002
2001
Exploitation of Pre-sortedness for Sorting in Query Processing: The TempTris-Algorithm for UB-Trees.
Proceedings of the International Database Engineering & Applications Symposium, 2001
Proceedings of the International Database Engineering & Applications Symposium, 2001
The Transbase Hypercube RDBMS: Multidimensional Indexing of Relational Tables.
Proceedings of the ICDE 2001, Demo Session Abstracts (Informal Proceedings), 2001
HINTA: A Linearization Algorithm for Physical Clustering of Complex OLAP Hierarchies.
Proceedings of the 3rd Intl. Workshop on Design and Management of Data Warehouses, 2001
2000
Mistral - Processing Relational Queries using a Multidimensional Access Technique.
Datenbank Rundbr., 2000
Proceedings of the VLDB 2000, 2000
Proceedings of the 2000 International Database Engineering and Applications Symposium, 2000
Proceedings of the 2000 International Database Engineering and Applications Symposium, 2000
Modellierung und Verwaltung hierarchisch strukturierter Informationen in relationalen Datenbanksystemen.
Proceedings of the 12. GI-Workshop Grundlagen von Datenbanken, 2000
Processing relational OLAP queries with UB-Trees and multidimensional hierarchical clustering.
Proceedings of the Second Intl. Workshop on Design and Management of Data Warehouses, 2000
1999
Proceedings of the 1999 International Database Engineering and Applications Symposium, 1999
Processing Operations with Restrictions in RDBMS without External Sorting: The Tetris Algorithm.
Proceedings of the 15th International Conference on Data Engineering, 1999
Physical Data Modeling for Multidimensional Access Methods.
Proceedings of the 11. Workshop Grundlagen von Datenbanken, 1999
Proceedings of the Ausgezeichnete Informatikdissertationen 1999, 1999
DISDBIS 59, Infix Verlag, St. Augustin, Germany, ISBN: 3-89601-459-5, 1999
1998
Proceedings of the Kurzfassungen, 1998