Volker Markl

368 papers A* 36A 11B 29C 14Misc 20Journal 144Unranked 103
YearRankTypeTitle / Venue / Authors
2026 — conf
A Collection of Demonstrations with PostgreSQL for Teaching and Learning Database System Internals.
EDBT/ICDT Workshops
Stefan Halfpap, Daniel Hristov, Volker Markl
2026 A* conf
Evolving Proxy Kills Drift: Data-Efficient Streaming Time Series Anomaly Detection.
WWW
Qing Wei, Hao Miao, Yan Zhao, Kai Zheng, Bin Yang, Volker Markl, Christian S. Jensen
2026 B conf
Nova: Scalable Streaming Join Placement and Parallelization in Resource-Constrained Geo-Distributed Environments.
EDBT
Xenofon Chatziliadis, Eleni Tzirita Zacharatou, Samira Akili, Alphan Eracar, Volker Markl
2026 J jnl
Nova: Scalable Streaming Join Placement and Parallelization in Resource-Constrained Geo-Distributed Environments.
CoRR
Xenofon Chatziliadis, Eleni Tzirita Zacharatou, Samira Akili, Alphan Eracar, Volker Markl
2026 B conf
Practical Spreadsheet Parsing with SheetReader.
EDBT
Haralampos Gavriilidis, Felix Henze, Joel Ziegler, Jonas Benn, Eleni Tzirita Zacharatou, Volker Markl
2025 J jnl
Analyzing Near-Network Hardware Acceleration with Co-Processing on DPUs.
Proc. VLDB Endow.
Dimitrios Giouroukis, Dwi P. A. Nugroho, Varun Pandey, Steffen Zeuch, Volker Markl
2025 — conf
Apache Wayang in Action: Enabling Data Systems Integration via a Unified Data Analytics Framework.
SIGMOD Conference Companion
Kaustubh Beedkar, Aurélien Bertrand, Haralampos Gavriilidis, Augusto José Fonseca, Zoi Kaoudi, Mingxi Liu, Volker Markl, Juri Petersen, Fábio Porto, Víctor Ribeiro, Mads Sejer Pedersen, Lucas Giusti Tavares, Michalis Vargiamis, Chen Xu
2025 A* conf
Chameleon: Adaptive and Scalable Stream Processing Over Sensor Sources.
ICDE
Dimitrios Giouroukis, Varun Pandey, Steffen Zeuch, Volker Markl
2025 — ed.
Companion of the 2025 International Conference on Management of Data, SIGMOD/PODS 2025, Berlin, Germany, June 22-27, 2025
SIGMOD Conference Companion
Volker Markl, Joseph M. Hellerstein, Azza Abouzied
2025 B conf
CompoDB: A Demonstration of Modular Data Systems in Practice.
EDBT
Haralampos Gavriilidis, Lennart Behme, Christian Munz, Varun Pandey, Volker Markl
2025 B conf
Efficiently Indexing Large Data on GPUs with Fast Interconnects.
EDBT
Josef Schmeißer, Clemens Lutz, Volker Markl
2025 B conf
Enabling Complex Event Processing in NebulaStream.
EDBT
Ariane Ziehn, Lily Seidl, Samira Akili, Steffen Zeuch, Volker Markl
2025 Misc conf
Enhancing In-Memory Spatial Indexing with Learned Search.
BTW
Varun Pandey, Alexander van Renen, Eleni Tzirita Zacharatou, Andreas Kipf, Ibrahim Sabek, Jialin Ding, Volker Markl, Alfons Kemper
2025 J jnl
Enter the Warp: Fast and Adaptive Data Transfer with XDBC.
Proc. VLDB Endow.
Haralampos Gavriilidis, Joel Ziegler, Midhun Kaippillil Venugopalan, Benedikt Didrich, Matthias Boehm, Volker Markl
2025 J jnl
Fast and Scalable Data Transfer Across Data Systems.
Proc. ACM Manag. Data
Haralampos Gavriilidis, Kaustubh Beedkar, Matthias Boehm, Volker Markl
2025 — conf
Finding What You're Looking For: A Distribution-Aware Dataset Search Engine in Action.
SIGMOD Conference Companion
Lennart Behme, Leonard Geißler, Pratham Agrawal, Emil Badura, Benjamin Ueber, Kaustubh Beedkar, Volker Markl
2025 — conf
Hands on Session: Lab Session 1.
ACM Europe Summer School
Volker Markl, Aljoscha P. Lepping
2025 J jnl
Incremental Stream Query Deployment under Continuous Infrastructure Changes in the Cloud-Edge Continuum.
Proc. VLDB Endow.
Ankit Chaudhary, Felix Lang, Danila Ferents, Nils L. Schubert, Varun Pandey, Jeyhun Karimov, Steffen Zeuch, Kaustubh Beedkar, Volker Markl
2025 Misc conf
Incremental Stream Query Merging In Action.
BTW
Ankit Chaudhary, Ninghong Zhu, Laura Mons, Steffen Zeuch, Varun Pandey, Volker Markl
2025 A* conf
Incremental Stream Query Placement in Massively Distributed and Volatile Infrastructures.
ICDE
Ankit Chaudhary, Kaustubh Beedkar, Jeyhun Karimov, Felix Lang, Steffen Zeuch, Volker Markl
2025 J jnl
Meerkat: Scalable, Network-Aware Failure Recovery for the Internet of Things.
Proc. VLDB Endow.
Anastasiia Kozar, Ankit Chaudhary, Steffen Zeuch, Volker Markl
2025 — conf
Mobility Stream Processing on NebulaStream and MEOS.
SIGMOD Conference Companion
Mariana M. Garcez Duarte, Dwi P. A. Nugroho, Georges Tod, Evert Bevernage, Pieter Moelans, Emine Tas, Esteban Zimányi, Mahmoud Attia Sakr, Steffen Zeuch, Volker Markl
2025 J jnl
Mobility Stream Processing on NebulaStream and MEOS.
CoRR
Mariana M. Garcez Duarte, Dwi P. A. Nugroho, Georges Tod, Evert Bevernage, Pieter Moelans, Emine Tas, Esteban Zimányi, Mahmoud Attia Sakr, Steffen Zeuch, Volker Markl
2025 — conf
Mosaics in Big Data.
ACM Europe Summer School
Volker Markl
2025 — conf
NebulaStream - Data Stream Processing for the Edge-Cloud-Continuum: Course 1.
ACM Europe Summer School
Volker Markl
2025 — conf
NebulaStream: An Extensible, High-Performance Streaming Engine for Multi-Modal Edge Applications.
SIGMOD Conference Companion
Adrian Michalke, Aljoscha P. Lepping, Volker Markl, Ricardo Martinez, Nils L. Schubert, Lukas Schwerdtfeger, Taha Tekdogan, Steffen Zeuch, Ariane Ziehn, Christoph Falkensteiner, Kyle Krüger, Alexander Meyer, Tobias Röschl, Svea Wilkending
2025 J jnl
REMSA: An LLM Agent for Foundation Model Selection in Remote Sensing.
CoRR
Binger Chen, Tacettin Emre Bok, Behnood Rasti, Volker Markl, Begüm Demir
2025 — conf
Teaching Large-Scale Data Management to Large Cohorts of Undergraduate Students.
DataEd@SIGMOD
Lennart Behme, Gereon Dusella, Rudi Poepsel Lemaitre, Alexander Borusan, Volker Markl
2025 J jnl
The Cambridge Report on Database Research.
CoRR
Anastasia Ailamaki, Samuel Madden, Daniel Abadi, Gustavo Alonso, Sihem Amer-Yahia, Magdalena Balazinska, Philip A. Bernstein, Peter Boncz, Michael J. Cafarella, Surajit Chaudhuri, Susan B. Davidson, David J. DeWitt, Yanlei Diao, Xin Luna Dong, Michael J. Franklin, Juliana Freire, Johannes Gehrke, Alon Y. Halevy, Joseph M. Hellerstein, Mark D. Hill, Stratos Idreos, Yannis E. Ioannidis, Christoph Koch, Donald Kossmann, Tim Kraska, Arun Kumar, Guoliang Li, Volker Markl, Renée J. Miller, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Aditya G. Parameswaran, Ippokratis Pandis, Jignesh M. Patel, Andrew Pavlo, Danica Porobic, Viktor Sanca, Michael Stonebraker, Julia Stoyanovich, Dan Suciu, Wang-Chiew Tan, Shivaram Venkataraman, Matei Zaharia, Stanley B. Zdonik
2025 J jnl
Unraveling the Impact of Window Semantics: Optimizing Join Order for Efficient Stream Processing.
Proc. VLDB Endow.
Ariane Ziehn, Jan Szlang, Steffen Zeuch, Volker Markl
2024 J jnl
A survey on transactional stream processing.
VLDB J.
Shuhao Zhang, Juan Soto, Volker Markl
2024 J jnl
Assisted design of data science pipelines.
VLDB J.
Sergey Redyuk, Zoi Kaoudi, Sebastian Schelter, Volker Markl
2024 B conf
Benchmarking Stream Join Algorithms on GPUs: A Framework and its Application to the State-of-the-art.
EDBT
Dwi P. A. Nugroho, Philipp M. Grulich, Steffen Zeuch, Clemens Lutz, Stefano Bortoli, Volker Markl
2024 B conf
Bridging the Gap: Complex Event Processing on Stream Processing Systems.
EDBT
Ariane Ziehn, Philipp M. Grulich, Steffen Zeuch, Volker Markl
2024 J jnl
Correction to: Survey of window types for aggregation in stream processing systems.
VLDB J.
Juliane Verwiebe, Philipp M. Grulich, Jonas Traub, Volker Markl
2024 A* conf
Counting Butterflies in Fully Dynamic Bipartite Graph Streams.
ICDE
Serafeim Papadias, Zoi Kaoudi, Varun Pandey, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
2024 J jnl
Disclosure-Compliant Query Answering.
Proc. ACM Manag. Data
Rudi Poepsel Lemaitre, Kaustubh Beedkar, Volker Markl
2024 J jnl
Efficient Placement of Decomposable Aggregation Functions for Stream Processing over Large Geo-Distributed Topologies.
Proc. VLDB Endow.
Xenofon Chatziliadis, Eleni Tzirita Zacharatou, Alphan Eracar, Steffen Zeuch, Volker Markl
2024 B conf
Evaluation of Sampling Methods for Discovering Facts from Knowledge Graph Embeddings.
EDBT
Rama Widyadhana Bhagaskoro, Volker Markl, Zoi Kaoudi
2024 J jnl
Fainder: A Fast and Accurate Index for Distribution-Aware Dataset Search.
Proc. VLDB Endow.
Lennart Behme, Sainyam Galhotra, Kaustubh Beedkar, Volker Markl
2024 J jnl
Fault Tolerance Placement in the Internet of Things.
Proc. ACM Manag. Data
Anastasiia Kozar, Bonaventura Del Monte, Steffen Zeuch, Volker Markl
2024 J jnl
Looking Deeply into the Magic Mirror: An Interactive Analysis of Database Index Selection Approaches.
Proc. VLDB Endow.
Stefan Halfpap, Jan Kossmann, Rainer Schlosser, Volker Markl
2024 — conf
Multi-Backend Zonal Statistics Execution with Raven.
SIGMOD Conference Companion
Gereon Dusella, Haralampos Gavriilidis, Laert Nuhu, Volker Markl, Eleni Tzirita Zacharatou
2024 — conf
NebulaStream - Data Stream Processing in Massively Distributed, Heterogeneous, Volatile Environments.
DEBS
Volker Markl
2024 J jnl
POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance.
Proc. VLDB Endow.
David Justen, Daniel Ritter, Campbell Fraser, Andrew Lamb, Nga Tran, Allison Lee, Thomas Bodner, Mhd Yamen Haddad, Steffen Zeuch, Volker Markl, Matthias Boehm
2024 J jnl
Query Compilation Without Regrets.
Proc. ACM Manag. Data
Philipp M. Grulich, Aljoscha P. Lepping, Dwi P. A. Nugroho, Varun Pandey, Bonaventura Del Monte, Steffen Zeuch, Volker Markl
2024 — conf
Using and Enhancing NebulaStream - A Tutorial.
DEBS
Steffen Zeuch, Ankit Chaudhary, Viktor Rosenfeld, Taha Tekdogan, Adrian Michalke, Matthis Gördel, Ariane Ziehn, Volker Markl
2024 J jnl
reBEN: Refined BigEarthNet Dataset for Remote Sensing Image Analysis.
CoRR
Kai Norman Clasen, Leonard W. Hackel, Tom Burgert, Gencer Sumbul, Begüm Demir, Volker Markl
2023 J jnl
Apache Wayang: A Unified Data Analytics Framework.
SIGMOD Rec.
Kaustubh Beedkar, Bertty Contreras-Rojas, Haralampos Gavriilidis, Zoi Kaoudi, Volker Markl, Rodrigo Pardo-Meza, Jorge-Arnulfo Quiané-Ruiz
2023 J jnl
Artificial intelligence to advance Earth observation: a perspective.
CoRR
Devis Tuia, Konrad Schindler, Begüm Demir, Gustau Camps-Valls, Xiao Xiang Zhu, Mrinalini Kochupillai, Saso Dzeroski, Jan N. van Rijn, Holger H. Hoos, Fabio Del Frate, Mihai Datcu, Jorge-Arnulfo Quiané-Ruiz, Volker Markl, Bertrand Le Saux, Rochelle Schneider
2023 J jnl
Counting Butterflies in Fully Dynamic Bipartite Graph Streams.
CoRR
Serafeim Papadias, Zoi Kaoudi, Varun Pandey, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
2023 J jnl
Cracking-Like Join for Trusted Execution Environments.
Proc. VLDB Endow.
Kajetan Jeremi Maliszewski, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
2023 J jnl
Enhancing In-Memory Spatial Indexing with Learned Search.
CoRR
Varun Pandey, Alexander van Renen, Eleni Tzirita Zacharatou, Andreas Kipf, Ibrahim Sabek, Jialin Ding, Volker Markl, Alfons Kemper
2023 C conf
Exploiting Access Pattern Characteristics for Join Reordering.
DaMoN
Nils L. Schubert, Philipp M. Grulich, Steffen Zeuch, Volker Markl
2023 A conf
Good Intentions: Adaptive Parameter Management via Intent Signaling.
CIKM
Alexander Renz-Wieland, Andreas Kieslinger, Robert Gericke, Rainer Gemulla, Zoi Kaoudi, Volker Markl
2023 A* conf
In-Situ Cross-Database Query Processing.
ICDE
Haralampos Gavriilidis, Kaustubh Beedkar, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
2023 B conf
Incremental Stream Query Merging.
EDBT
Ankit Chaudhary, Steffen Zeuch, Volker Markl, Jeyhun Karimov
2023 Misc conf
Learn What Really Matters: A Learning-to-Rank Approach for ML-based Query Optimization.
BTW
Henriette Behr, Volker Markl, Zoi Kaoudi
2023 J jnl
Missing Value Imputation for Multi-attribute Sensor Data Streams via Message Propagation (Extended Version).
CoRR
Xiao Li, Huan Li, Hua Lu, Christian S. Jensen, Varun Pandey, Volker Markl
2023 J jnl
Missing Value Imputation for Multi-attribute Sensor Data Streams via Message Propagation.
Proc. VLDB Endow.
Xiao Li, Huan Li, Hua Lu, Christian S. Jensen, Varun Pandey, Volker Markl
2023 J jnl
MorphStream: Adaptive Scheduling for Scalable Transactional Stream Processing on Multicores.
Proc. ACM Manag. Data
Yancan Mao, Jianjun Zhao, Shuhao Zhang, Haikun Liu, Volker Markl
2023 J jnl
MorphStream: Scalable Processing of Transactions over Streams on Multicores.
CoRR
Yancan Mao, Jianjun Zhao, Zhonghao Yang, Shuhao Zhang, Haikun Liu, Volker Markl
2023 — conf
On Irregularity Localization for Scientific Data Analysis Workflows.
ICCS (1)
Anh Duc Vu, Christos Tsigkanos, Jorge-Arnulfo Quiané-Ruiz, Volker Markl, Timo Kehrer
2023 J jnl
Optimistic Data Parallelism for FPGA-Accelerated Sketching.
Proc. VLDB Endow.
Martin Kiefer, Ilias Poulakis, Eleni Tzirita Zacharatou, Volker Markl
2023 — conf
P2D: A Transpiler Framework for Optimizing Data Science Pipelines.
DEEM@SIGMOD
Yordan Grigorov, Haralampos Gavriilidis, Sergey Redyuk, Kaustubh Beedkar, Volker Markl
2023 J jnl
Query Processing on Heterogeneous CPU/GPU Systems.
ACM Comput. Surv.
Viktor Rosenfeld, Sebastian Breß, Volker Markl
2023 J jnl
SheetReader: Efficient Specialized Spreadsheet Parsing.
Inf. Syst.
Haralampos Gavriilidis, Felix Henze, Eleni Tzirita Zacharatou, Volker Markl
2023 J jnl
Showcasing Data Management Challenges for Future IoT Applications with NebulaStream.
Proc. VLDB Endow.
Aljoscha P. Lepping, Hoang Mi Pham, Laura Mons, Balint Rueb, Philipp M. Grulich, Ankit Chaudhary, Steffen Zeuch, Volker Markl
2023 J jnl
Survey of window types for aggregation in stream processing systems.
VLDB J.
Juliane Verwiebe, Philipp M. Grulich, Jonas Traub, Volker Markl
2023 — conf
TeeBench: Seamless Benchmarking in Trusted Execution Environments.
SIGMOD Conference Companion
Kajetan Jeremi Maliszewski, Tilman Dietzel, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
2023 A* conf
The Art of Losing to Win: Using Lossy Image Compression to Improve Data Loading in Deep Learning Pipelines.
ICDE
Lennart Behme, Saravanan Thirumuruganathan, Alireza Rezaei Mahdiraji, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
2023 — conf
Towards Efficient and Secure UDF Execution with BabelfishLib (Lightning Talk).
VLDB Workshops
Philipp M. Grulich, Steffen Zeuch, Volker Markl
2023 A conf
Towards Unifying Query Interpretation and Compilation.
CIDR
Philipp M. Grulich, Aljoscha P. Lepping, Dwi Prasetyo Adi Nugroho, Varun Pandey, Bonaventura Del Monte, Steffen Zeuch, Volker Markl
2023 Misc conf
Workload Prediction for IoT Data Management Systems.
BTW
David Burrell, Xenofon Chatziliadis, Eleni Tzirita Zacharatou, Steffen Zeuch, Volker Markl
2023 J jnl
XDB in Action: Decentralized Cross-Database Query Processing for Black-Box DBMSes.
Proc. VLDB Endow.
Haralampos Gavriilidis, Leonhard Rose, Joel Ziegler, Kaustubh Beedkar, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
2022 J jnl
A Survey on Transactional Stream Processing.
CoRR
Shuhao Zhang, Juan Soto, Volker Markl
2022 J jnl
Algorithms for Windowed Aggregations and Joins on Distributed Stream Processing Systems.
Datenbank-Spektrum
Juliane Verwiebe, Philipp M. Grulich, Jonas Traub, Volker Markl
2022 J jnl
DORIAN in action: Assisted Design of Data Science Pipelines.
Proc. VLDB Endow.
Sergey Redyuk, Zoi Kaoudi, Sebastian Schelter, Volker Markl
2022 A conf
DataFarm: Farm Your ML-based Query Optimizer's Food! - Human-Guided Training Data Generation -.
CIDR
Robin Van De Water, Francesco Ventura, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
2022 J jnl
Editorial.
Datenbank-Spektrum
Volker Markl, Alexander Borusan, Theo Härder
2022 C conf
Efficient Specialized Spreadsheet Parsing for Data Science.
DOLAP
Felix Henze, Haralampos Gavriilidis, Eleni Tzirita Zacharatou, Volker Markl
2022 J jnl
Efficient Specialized Spreadsheet Parsing for Data Science.
CoRR
Felix Henze, Haralampos Gavriilidis, Eleni Tzirita Zacharatou, Volker Markl
2022 A* conf
Farming Your ML-based Query Optimizer's Food.
ICDE
Robin Van De Water, Francesco Ventura, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
2022 J jnl
Fast datalog evaluation for batch and stream graph processing.
World Wide Web
Muhammad Imran, Gábor E. Gévay, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
2022 J jnl
Good Intentions: Adaptive Parameter Servers via Intent Signaling.
CoRR
Alexander Renz-Wieland, Andreas Kieslinger, Robert Gericke, Rainer Gemulla, Zoi Kaoudi, Volker Markl
2022 J jnl
Handling Iterations in Distributed Dataflow Systems.
ACM Comput. Surv.
Gábor E. Gévay, Juan Soto, Volker Markl
2022 J jnl
Imperative or Functional Control Flow Handling: Why not the Best of Both Worlds?
SIGMOD Rec.
Gábor E. Gévay, Tilmann Rabl, Sebastian Breß, Lorand Madai-Tahy, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
2022 B conf
In-Place Updates in Tree-Encoded Bitmaps.
SSDBM
Marcellus Prama Saputra, Eleni Tzirita Zacharatou, Serafeim Papadias, Volker Markl
2022 J jnl
IoT-PMA: Patient Health Monitoring in Medical IoT Ecosystems.
Open J. Internet Things
Ariane Ziehn, Christian Mandel, Kathrin Stich, Rolf Dembinski, Karin Hochbaum, Steffen Zeuch, Volker Markl
2022 J jnl
Making Learned Query Optimization Practical: A Technical Perspective.
SIGMOD Rec.
Volker Markl
2022 — conf
Materialization and Reuse Optimizations for Production Data Science Pipelines.
SIGMOD Conference
Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Zoi Kaoudi, Tilmann Rabl, Volker Markl
2022 J jnl
Navigating Compliance with Data Transfers in Federated Data Processing.
IEEE Data Eng. Bull.
Kaustubh Beedkar, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
2022 J jnl
NebulaStream: Data Management for the Internet of Things.
Datenbank-Spektrum
Steffen Zeuch, Xenofon Chatziliadis, Ankit Chaudhary, Dimitrios Giouroukis, Philipp M. Grulich, Dwi Prasetyo Adi Nugroho, Ariane Ziehn, Volker Markl
2022 — conf
NuPS: A Parameter Server for Machine Learning with Non-Uniform Parameter Access.
SIGMOD Conference
Alexander Renz-Wieland, Rainer Gemulla, Zoi Kaoudi, Volker Markl
2022 — conf
Rethinking Stateful Stream Processing with RDMA.
SIGMOD Conference
Bonaventura Del Monte, Steffen Zeuch, Tilmann Rabl, Volker Markl
2022 — conf
Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines [Abstract].
LWDA
Bonaventura Del Monte, Steffen Zeuch, Tilmann Rabl, Volker Markl
2022 J jnl
Satellite Image Search in AgoraEO.
CoRR
Ahmet Kerem Aksoy, Pavel Dushev, Eleni Tzirita Zacharatou, Holmer Hemsen, Marcela Charfuelan, Jorge-Arnulfo Quiané-Ruiz, Begüm Demir, Volker Markl
2022 J jnl
Satellite Image Search in AgoraEO.
Proc. VLDB Endow.
Ahmet Kerem Aksoy, Pavel Dushev, Eleni Tzirita Zacharatou, Holmer Hemsen, Marcela Charfuelan, Jorge-Arnulfo Quiané-Ruiz, Begüm Demir, Volker Markl
2022 J jnl
Space-Efficient Random Walks on Streaming Graphs.
CoRR
Serafeim Papadias, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
2022 J jnl
Space-Efficient Random Walks on Streaming Graphs.
Proc. VLDB Endow.
Serafeim Papadias, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
2022 J jnl
The Seattle report on database research.
Commun. ACM
Daniel Abadi, Anastasia Ailamaki, David G. Andersen, Peter Bailis, Magdalena Balazinska, Philip A. Bernstein, Peter Boncz, Surajit Chaudhuri, Alvin Cheung, AnHai Doan, Luna Dong, Michael J. Franklin, Juliana Freire, Alon Y. Halevy, Joseph M. Hellerstein, Stratos Idreos, Donald Kossmann, Tim Kraska, Sailesh Krishnamurthy, Volker Markl, Sergey Melnik, Tova Milo, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Jignesh M. Patel, Andrew Pavlo, Raluca A. Popa, Raghu Ramakrishnan, Christopher Ré, Michael Stonebraker, Dan Suciu
2022 J jnl
Towards Loosely-Coupling Knowledge Graph Embeddings and Ontology-based Reasoning.
CoRR
Zoi Kaoudi, Abelardo Carlos Martinez Lorenzo, Volker Markl
2022 — conf
Towards a Modular Data Management System Framework.
CDMS@VLDB
Haralampos Gavriilidis, Lennart Behme, Sokratis Papadopoulos, Stefano Bortoli, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
2022 — conf
Triton Join: Efficiently Scaling to a Large Join State on GPUs with Fast Interconnects.
SIGMOD Conference
Clemens Lutz, Sebastian Breß, Steffen Zeuch, Tilmann Rabl, Volker Markl
2021 B conf
AdCom: Adaptive Combiner for Streaming Aggregations.
EDBT
Felipe Oliveira Gutierrez, Kaustubh Beedkar, Abel Souza, Volker Markl
2021 C conf
An Energy-Efficient Stream Join for the Internet of Things.
DaMoN
Adrian Michalke, Philipp M. Grulich, Clemens Lutz, Steffen Zeuch, Volker Markl
2021 B conf
Automatic Tuning of Read-Time Tolerances for Optimized On-Demand Data-Streaming from Sensor Nodes.
EDBT
Julius Hülsmann, Chiao-Yun Li, Jonas Traub, Volker Markl
2021 B conf
Automating Data Quality Validation for Dynamic Data Ingestion.
EDBT
Sergey Redyuk, Zoi Kaoudi, Volker Markl, Sebastian Schelter
2021 J jnl
Babelfish: Efficient Execution of Polyglot Queries.
Proc. VLDB Endow.
Philipp Marian Grulich, Steffen Zeuch, Volker Markl
2021 J jnl
BigEarthNet-MM: A Large Scale Multi-Modal Multi-Label Benchmark Archive for Remote Sensing Image Classification and Retrieval.
CoRR
Gencer Sumbul, Arne de Wall, Tristan Kreuziger, Filipe Marcelino, Hugo Costa, Pedro Benevides, Mario Caetano, Begüm Demir, Volker Markl
2021 J jnl
Compliant Geo-distributed Data Processing in Action.
Proc. VLDB Endow.
Kaustubh Beedkar, David Brekardin, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
2021 — conf
Compliant Geo-distributed Query Processing.
SIGMOD Conference
Kaustubh Beedkar, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
2021 J jnl
Continuous Training and Deployment of Deep Learning Models.
Datenbank-Spektrum
Ioannis Prapas, Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Volker Markl
2021 C conf
Database Systems and Information Management: Trends and a Vision.
DATA
Volker Markl
2021 A* conf
Efficient Control Flow in Dataflow Systems: When Ease-of-Use Meets High Performance.
ICDE
Gábor E. Gévay, Tilmann Rabl, Sebastian Breß, Lorand Madai-Tahy, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
2021 — conf
ExDRa: Exploratory Data Science on Federated Raw Data.
SIGMOD Conference
Sebastian Baunsgaard, Matthias Boehm, Ankit Chaudhary, Behrouz Derakhshan, Stefan Geißelsöder, Philipp M. Grulich, Michael Hildebrand, Kevin Innerebner, Volker Markl, Claus Neubauer, Sarah Osterburg, Olga Ovcharenko, Sergey Redyuk, Tobias Rieger, Alireza Rezaei Mahdiraji, Sebastian Benjamin Wrede, Steffen Zeuch
2021 — conf
Expand your Training Limits! Generating Training Data for ML-based Data Management.
SIGMOD Conference
Francesco Ventura, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
2021 Misc conf
Fast CSV Loading Using GPUs and RDMA for In-Memory Data Processing.
BTW
Alexander Kumaigorodski, Clemens Lutz, Volker Markl
2021 J jnl
HyMAC: A Hybrid Matrix Computation System.
Proc. VLDB Endow.
Zihao Chen, Zhizhen Xu, Chen Xu, Juan Soto, Volker Markl, Weining Qian, Aoying Zhou
2021 — conf
Hybrid Evaluation for Distributed Iterative Matrix Computation.
SIGMOD Conference
Zihao Chen, Chen Xu, Juan Soto, Volker Markl, Weining Qian, Aoying Zhou
2021 J jnl
In the Land of Data Streams where Synopses are Missing, One Framework to Bring Them All.
Proc. VLDB Endow.
Rudi Poepsel Lemaitre, Martin Kiefer, Joscha Von Hein, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
2021 J jnl
Just Move It! Dynamic Parameter Allocation in Action.
Proc. VLDB Endow.
Alexander Renz-Wieland, Tobias Drobisch, Zoi Kaoudi, Rainer Gemulla, Volker Markl
2021 J jnl
Monitoring of Stream Processing Engines Beyond the Cloud: An Overview.
Open J. Internet Things
Xenofon Chatziliadis, Eleni Tzirita Zacharatou, Steffen Zeuch, Volker Markl
2021 — conf
Parallelizing Intra-Window Join on Multicores: An Experimental Study.
SIGMOD Conference
Shuhao Zhang, Yancan Mao, Jiong He, Philipp M. Grulich, Steffen Zeuch, Bingsheng He, Richard T. B. Ma, Volker Markl
2021 J jnl
Replicate or Relocate? Non-Uniform Access in Parameter Servers.
CoRR
Alexander Renz-Wieland, Rainer Gemulla, Zoi Kaoudi, Volker Markl
2021 J jnl
Scotty: General and Efficient Open-source Window Aggregation for Stream Processing Systems.
ACM Trans. Database Syst.
Jonas Traub, Philipp Marian Grulich, Alejandro Rodriguez Cuellar, Sebastian Breß, Asterios Katsifodimos, Tilmann Rabl, Volker Markl
2021 J jnl
Streaming Data through the IoT via Actor-Based Semantic Routing Trees.
Open J. Internet Things
Dimitrios Giouroukis, Johannes Jestram, Steffen Zeuch, Volker Markl
2021 A conf
The Case for Distance-Bounded Spatial Approximations.
CIDR
Eleni Tzirita Zacharatou, Andreas Kipf, Ibrahim Sabek, Varun Pandey, Harish Doraiswamy, Volker Markl
2021 J jnl
The Collaborative Research Center FONDA.
Datenbank-Spektrum
Ulf Leser, Marcus Hilbrich, Claudia Draxl, Peter Eisert, Lars Grunske, Patrick Hostert, Dagmar Kainmüller, Odej Kao, Birte Kehr, Timo Kehrer, Christoph Koch, Volker Markl, Henning Meyerhenke, Tilmann Rabl, Alexander Reinefeld, Knut Reinert, Kerstin Ritter, Björn Scheuermann, Florian Schintke, Nicole Schweikardt, Matthias Weidlich
2021 — conf
The Power of Nested Parallelism in Big Data Processing - Hitting Three Flies with One Slap -.
SIGMOD Conference
Gábor E. Gévay, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
2021 Misc conf
Towards Resilient Data Management for the Internet of Moving Things.
BTW
Elena Beatriz Ouro Paz, Eleni Tzirita Zacharatou, Volker Markl
2021 J jnl
What Is the Price for Joining Securely? Benchmarking Equi-Joins in Trusted Execution Environments.
Proc. VLDB Endow.
Kajetan Jeremi Maliszewski, Jorge-Arnulfo Quiané-Ruiz, Jonas Traub, Volker Markl
2020 J jnl
A distributed data exchange engine for polystores.
it Inf. Technol.
Abdulrahman Kaitoua, Tilmann Rabl, Volker Markl
2020 — conf
A survey of adaptive sampling and filtering algorithms for the internet of things.
DEBS
Dimitrios Giouroukis, Alexander Dadiani, Jonas Traub, Steffen Zeuch, Volker Markl
2020 J jnl
Agora: Bringing Together Datasets, Algorithms, Models and More in a Unified Ecosystem [Vision].
SIGMOD Rec.
Jonas Traub, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
2020 J jnl
Demand-based Sensor Data Gathering with Multi-Query Optimization.
Proc. VLDB Endow.
Julius Hülsmann, Jonas Traub, Volker Markl
2020 B conf
Disco: Efficient Distributed Window Aggregation.
EDBT
Lawrence Benson, Philipp M. Grulich, Steffen Zeuch, Volker Markl, Tilmann Rabl
2020 — conf
Distributed Graph Analytics with Datalog Queries in Flink.
SFDI/LSGDA@VLDB
Muhammad Imran, Gábor E. Gévay, Volker Markl
2020 J jnl
Dynamic Parameter Allocation in Parameter Servers.
CoRR
Alexander Renz-Wieland, Rainer Gemulla, Steffen Zeuch, Volker Markl
2020 J jnl
Dynamic Parameter Allocation in Parameter Servers.
Proc. VLDB Endow.
Alexander Renz-Wieland, Rainer Gemulla, Steffen Zeuch, Volker Markl
2020 B conf
Governor: Operator Placement for a Unified Fog-Cloud Environment.
EDBT
Ankit Chaudhary, Steffen Zeuch, Volker Markl
2020 — conf
Grizzly: Efficient Stream Processing Through Adaptive Query Compilation.
SIGMOD Conference
Philipp M. Grulich, Sebastian Breß, Steffen Zeuch, Jonas Traub, Janis von Bleichert, Zongxiong Chen, Tilmann Rabl, Volker Markl
2020 J jnl
NebulaStream: Complex Analytics Beyond the Cloud.
Open J. Internet Things
Steffen Zeuch, Eleni Tzirita Zacharatou, Shuhao Zhang, Xenofon Chatziliadis, Ankit Chaudhary, Bonaventura Del Monte, Dimitrios Giouroukis, Philipp M. Grulich, Ariane Ziehn, Volker Markl
2020 — conf
Optimizing Machine Learning Workloads in Collaborative Environments.
SIGMOD Conference
Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Ziawasch Abedjan, Tilmann Rabl, Volker Markl
2020 — conf
Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects.
SIGMOD Conference
Clemens Lutz, Sebastian Breß, Steffen Zeuch, Tilmann Rabl, Volker Markl
2020 — conf
Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines.
SIGMOD Conference
Bonaventura Del Monte, Steffen Zeuch, Tilmann Rabl, Volker Markl
2020 B conf
Scaling a Public Transport Monitoring System to Internet of Things Infrastructures.
EDBT
Haralampos Gavriilidis, Adrian Michalke, Laura Mons, Steffen Zeuch, Volker Markl
2020 J jnl
Scotch: Generating FPGA-Accelerators for Sketching at Line Rate.
Proc. VLDB Endow.
Martin Kiefer, Ilias Poulakis, Sebastian Breß, Volker Markl
2020 J jnl
The Case for Distance-Bounded Spatial Approximations.
CoRR
Eleni Tzirita Zacharatou, Andreas Kipf, Ibrahim Sabek, Varun Pandey, Harish Doraiswamy, Volker Markl
2020 A conf
The NebulaStream Platform for Data and Application Management in the Internet of Things.
CIDR
Steffen Zeuch, Ankit Chaudhary, Bonaventura Del Monte, Haralampos Gavriilidis, Dimitrios Giouroukis, Philipp M. Grulich, Sebastian Breß, Jonas Traub, Volker Markl
2020 — conf
Towards Unsupervised Data Quality Validation on Dynamic Data.
EDBT/ICDT Workshops
Sergey Redyuk, Volker Markl, Sebastian Schelter
2019 — conf
A Comparison of Distributed Stream Processing Systems for Time Series Analysis.
BTW (Workshops)
Melissa Gehring, Marcela Charfuelan, Volker Markl
2019 J jnl
AJoin: Ad-hoc Stream Joins at Scale.
Proc. VLDB Endow.
Jeyhun Karimov, Tilmann Rabl, Volker Markl
2019 — conf
AStream: Ad-hoc Shared Stream Processing.
SIGMOD Conference
Jeyhun Karimov, Tilmann Rabl, Volker Markl
2019 J jnl
Agora: Towards An Open Ecosystem for Democratizing Data Science & Artificial Intelligence.
CoRR
Jonas Traub, Jorge-Arnulfo Quiané-Ruiz, Zoi Kaoudi, Volker Markl
2019 J jnl
An Intermediate Representation for Optimizing Machine Learning Pipelines.
Proc. VLDB Endow.
Andreas Kunft, Asterios Katsifodimos, Sebastian Schelter, Sebastian Breß, Tilmann Rabl, Volker Markl
2019 — conf
An Overview of Hawk: A Hardware-Tailored Code Generator for the Heterogeneous Many Core Age.
BTW (Workshops)
Sebastian Breß, Henning Funke, Steffen Zeuch, Tilmann Rabl, Volker Markl
2019 J jnl
Analyzing Efficient Stream Processing on Modern Hardware.
Proc. VLDB Endow.
Steffen Zeuch, Sebastian Breß, Tilmann Rabl, Bonaventura Del Monte, Jeyhun Karimov, Clemens Lutz, Manuel Renz, Jonas Traub, Volker Markl
2019 J jnl
BigEarthNet: A Large-Scale Benchmark Archive For Remote Sensing Image Understanding.
CoRR
Gencer Sumbul, Marcela Charfuelan, Begüm Demir, Volker Markl
2019 C conf
Bigearthnet: A Large-Scale Benchmark Archive for Remote Sensing Image Understanding.
IGARSS
Gencer Sumbul, Marcela Charfuelan, Begüm Demir, Volker Markl
2019 B conf
Continuous Deployment of Machine Learning Pipelines.
EDBT
Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Tilmann Rabl, Volker Markl
2019 B conf
Efficient Window Aggregation with General Stream Slicing.
EDBT
Jonas Traub, Philipp M. Grulich, Alejandro Rodriguez Cuellar, Sebastian Breß, Asterios Katsifodimos, Tilmann Rabl, Volker Markl
2019 — conf
End-to-End Benchmarking of Deep Learning Platforms.
TPCTC
Vincent Deuschle, Alexander Alexandrov, Tim Januschowski, Volker Markl
2019 — conf
Explanation of Air Pollution Using External Data Sources.
BTW (Workshops)
Mahdi Esmailoghli, Sergey Redyuk, Ricardo Martinez, Ziawasch Abedjan, Tilmann Rabl, Volker Markl
2019 — conf
Extended Kalman Filter for Large Scale Vessels Trajectory Tracking in Distributed Stream Processing Systems.
AALTD@PKDD/ECML
Katarzyna Juraszek, Nidhi Saini, Marcela Charfuelan, Holmer Hemsen, Volker Markl
2019 — conf
Generating Reproducible Out-of-Order Data Streams.
DEBS
Philipp M. Grulich, Jonas Traub, Sebastian Breß, Asterios Katsifodimos, Volker Markl, Tilmann Rabl
2019 — conf
Learning to Validate the Predictions of Black Box Machine Learning Models on Unseen Data.
HILDA@SIGMOD
Sergey Redyuk, Sebastian Schelter, Tammo Rukat, Volker Markl, Felix Bießmann
2019 A* conf
Multi-Dimensional Genomic Data Management for Region-Preserving Operations.
ICDE
Olha Horlova, Abdulrahman Kaitoua, Volker Markl, Stefano Ceri
2019 A* conf
Muses: Distributed Data Migration System for Polystores.
ICDE
Abdulrahman Kaitoua, Tilmann Rabl, Asterios Katsifodimos, Volker Markl
2019 Misc conf
On-the-fly Reconfiguration of Query Plans for Stateful Stream Processing Engines.
BTW
Adrian Bartnik, Bonaventura Del Monte, Tilmann Rabl, Volker Markl
2019 J jnl
Particulate Matter Matters - The Data Science Challenge @ BTW 2019.
Datenbank-Spektrum
Holger J. Meyer, Hannes Grunert, Tim Waizenegger, Lucas Woltmann, Claudio Hartmann, Wolfgang Lehner, Mahdi Esmailoghli, Sergey Redyuk, Ricardo Martinez, Ziawasch Abedjan, Ariane Ziehn, Tilmann Rabl, Volker Markl, Christian Schmitz, Dhiren Devinder Serai, Tatiane Escobar Gava
2019 C conf
Performance Analysis and Automatic Tuning of Hash Aggregation on GPUs.
DaMoN
Viktor Rosenfeld, Sebastian Breß, Steffen Zeuch, Tilmann Rabl, Volker Markl
2019 J jnl
Representations and Optimizations for Embedded Parallel Dataflow Languages.
ACM Trans. Database Syst.
Alexander Alexandrov, Georgi Krastev, Volker Markl
2019 B conf
Resense: Transparent Record and Replay of Sensor Data in the Internet of Things.
EDBT
Dimitrios Giouroukis, Julius Hülsmann, Janis von Bleichert, Morgan Geldenhuys, Tim Stullich, Felipe Oliveira Gutierrez, Jonas Traub, Kaustubh Beedkar, Volker Markl
2019 J jnl
SENSE: Scalable Data Acquisition from Distributed Sensors with Guaranteed Time Coherence.
CoRR
Jonas Traub, Julius Hülsmann, Sebastian Breß, Tilmann Rabl, Volker Markl
2019 J jnl
The NebulaStream Platform: Data and Application Management for the Internet of Things.
CoRR
Steffen Zeuch, Ankit Chaudhary, Bonaventura Del Monte, Haralampos Gavriilidis, Dimitrios Giouroukis, Philipp M. Grulich, Sebastian Breß, Jonas Traub, Volker Markl
2019 J jnl
The Seattle Report on Database Research.
SIGMOD Rec.
Daniel Abadi, Anastasia Ailamaki, David G. Andersen, Peter Bailis, Magdalena Balazinska, Philip A. Bernstein, Peter Boncz, Surajit Chaudhuri, Alvin Cheung, AnHai Doan, Luna Dong, Michael J. Franklin, Juliana Freire, Alon Y. Halevy, Joseph M. Hellerstein, Stratos Idreos, Donald Kossmann, Tim Kraska, Sailesh Krishnamurthy, Volker Markl, Sergey Melnik, Tova Milo, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Jignesh M. Patel, Andrew Pavlo, Raluca A. Popa, Raghu Ramakrishnan, Christopher Ré, Michael Stonebraker, Dan Suciu
2019 — conf
Time Series Similarity Search for Streaming Data in Distributed Systems.
EDBT/ICDT Workshops
Ariane Ziehn, Marcela Charfuelan, Holmer Hemsen, Volker Markl
2018 J jnl
A survey of state management in big data processing systems.
VLDB J.
Quoc-Cuong To, Juan Soto, Volker Markl
2018 — conf
Benchmarking Distributed Data Processing Systems for Machine Learning Workloads.
TPCTC
Christoph Boden, Tilmann Rabl, Sebastian Schelter, Volker Markl
2018 A* conf
Benchmarking Distributed Stream Data Processing Systems.
ICDE
Jeyhun Karimov, Tilmann Rabl, Asterios Katsifodimos, Roman Samarev, Henri Heiskanen, Volker Markl
2018 J jnl
Benchmarking Distributed Stream Processing Engines.
CoRR
Jeyhun Karimov, Tilmann Rabl, Asterios Katsifodimos, Roman Samarev, Henri Heiskanen, Volker Markl
2018 — ch.
Big Data Platforms for Data Analytics.
Encyclopedia of Database Systems (2nd ed.)
Volker Markl, Vinayak R. Borkar, Matei Zaharia, Till Westmann, Alexander Alexandrov
2018 J jnl
Data Management Systems Research at TU Berlin.
SIGMOD Rec.
Ziawasch Abedjan, Sebastian B. Simonsen, Volker Markl, Tilmann Rabl, Juan Soto
2018 B conf
Efficient SIMD Vectorization for Hashing in OpenCL.
EDBT
Tobias Behrens, Viktor Rosenfeld, Jonas Traub, Sebastian Breß, Volker Markl
2018 J jnl
Efficient and Scalable k‑Means on GPUs.
Datenbank-Spektrum
Clemens Lutz, Sebastian Breß, Tilmann Rabl, Steffen Zeuch, Volker Markl
2018 C conf
Efficient k-means on GPUs.
DaMoN
Clemens Lutz, Sebastian Breß, Tilmann Rabl, Steffen Zeuch, Volker Markl
2018 J jnl
Eine nationale Daten- und Analyseinfrastruktur als Grundlage digitaler Souveränität.
Inform. Spektrum
Volker Markl
2018 J jnl
Fault-Tolerance for Distributed Iterative Dataflows in Action.
Proc. VLDB Endow.
Chen Xu, Rudi Poepsel Lemaitre, Juan Soto, Volker Markl
2018 J jnl
Generating custom code for efficient query execution on heterogeneous processors.
VLDB J.
Sebastian Breß, Bastian Köcher, Henning Funke, Steffen Zeuch, Tilmann Rabl, Volker Markl
2018 — conf
Heatflip: Temporal-Spatial Sampling for Progressive Heat Maps on Social Media Data.
IEEE BigData
Niklas Stoehr, Johannes Meyer, Volker Markl, Qiushi Bai, Taewoo Kim, De-Yu Chen, Chen Li
2018 J jnl
Labyrinth: Compiling Imperative Control Flow to Parallel Dataflows.
CoRR
Gábor E. Gévay, Tilmann Rabl, Sebastian Breß, Lorand Madai-Tahy, Volker Markl
2018 — conf
Mosaics in Big Data: Stratosphere, Apache Flink, and Beyond.
DEBS
Volker Markl
2018 — conf
Pipelined Query Processing in Coprocessor Environments.
SIGMOD Conference
Henning Funke, Sebastian Breß, Stefan Noll, Volker Markl, Jens Teubner
2018 — conf
PolyBench: The First Benchmark for Polystores.
TPCTC
Jeyhun Karimov, Tilmann Rabl, Volker Markl
2018 — ch.
Query Processing (in Relational Databases).
Encyclopedia of Database Systems (2nd ed.)
Volker Markl
2018 B conf
Scalable Detection of Concept Drifts on Data Streams with Parallel Adaptive Windowing.
EDBT
Philipp M. Grulich, René Saitenmacher, Jonas Traub, Sebastian Breß, Tilmann Rabl, Volker Markl
2018 — conf
ScootR: Scaling R Dataframes on Dataflow Systems.
SoCC
Andreas Kunft, Lukas Stadler, Daniele Bonetta, Cosmin Basca, Jens Meiners, Sebastian Breß, Tilmann Rabl, Juan José Fumero, Volker Markl
2018 A* conf
Scotty: Efficient Window Aggregation for Out-of-Order Stream Processing.
ICDE
Jonas Traub, Philipp Marian Grulich, Alejandro Rodriguez Cuellar, Sebastian Breß, Asterios Katsifodimos, Tilmann Rabl, Volker Markl
2017 J jnl
A Survey of State Management in Big Data Processing Systems.
CoRR
Quoc-Cuong To, Juan Soto, Volker Markl
2017 — conf
Benchmarking Data Flow Systems for Scalable Machine Learning.
BeyondMR@SIGMOD
Christoph Boden, Andrea Spina, Tilmann Rabl, Volker Markl
2017 J jnl
BlockJoin: Efficient Matrix Partitioning Through Joins.
Proc. VLDB Endow.
Andreas Kunft, Asterios Katsifodimos, Sebastian Schelter, Tilmann Rabl, Volker Markl
2017 Misc conf
Efficient Storage and Analysis of Genome Data in Databases.
BTW
Sebastian Dorok, Sebastian Breß, Jens Teubner, Horstfried Läpple, Gunter Saake, Volker Markl
2017 J jnl
Efficiently Storing and Analyzing Genome Data in Database Systems.
Datenbank-Spektrum
Sebastian Dorok, Sebastian Breß, Jens Teubner, Horstfried Läpple, Gunter Saake, Volker Markl
2017 Misc conf
Emma in Action: Deklarative Datenflüsse für Skalierbare Datenanalyse.
BTW
Alexander Alexandrov, Georgi Krastev, Bernd Louis, Andreas Salzmann, Volker Markl
2017 A conf
Enabling Wide Area Data Analytics with Collaborative Distributed Processing Pipelines (CDPPs).
ICDCS
Anja Feldmann, Manfred Hauswirth, Volker Markl
2017 J jnl
Erratum to: Special issue on best papers of VLDB 2015.
VLDB J.
Chen Li, Volker Markl
2017 J jnl
Estimating Join Selectivities using Bandwidth-Optimized Kernel Density Models.
Proc. VLDB Endow.
Martin Kiefer, Max Heimel, Sebastian Breß, Volker Markl
2017 J jnl
Generating Custom Code for Efficient Query Execution on Heterogeneous Processors.
CoRR
Sebastian Breß, Bastian Köcher, Henning Funke, Tilmann Rabl, Volker Markl
2017 Misc conf
Gilbert: Declarative Sparse Linear Algebra on Massively Parallel Dataflow Systems.
BTW
Till Rohrmann, Sebastian Schelter, Tilmann Rabl, Volker Markl
2017 B conf
I
EDBT
Jonas Traub, Nikolaas Steenbergen, Philipp M. Grulich, Tilmann Rabl, Volker Markl
2017 — ch.
Large-Scale Data Stream Processing Systems.
Handbook of Big Data Technologies
Paris Carbone, Gábor E. Gévay, Gábor Hermann, Asterios Katsifodimos, Juan Soto, Volker Markl, Seif Haridi
2017 A* conf
Mosaics: Stratosphere, Flink and Beyond.
ICDE
Volker Markl
2017 J jnl
On Fault Tolerance for Distributed Iterative Dataflow Processing.
IEEE Trans. Knowl. Data Eng.
Chen Xu, Markus Holzemer, Manohar Kaul, Juan Soto, Volker Markl
2017 — conf
Optimized on-demand data streaming from sensor nodes.
SoCC
Jonas Traub, Sebastian Breß, Tilmann Rabl, Asterios Katsifodimos, Volker Markl
2017 — conf
PEEL: A Framework for Benchmarking Distributed Systems and Algorithms.
TPCTC
Christoph Boden, Alexander Alexandrov, Andreas Kunft, Tilmann Rabl, Volker Markl
2017 — conf
PROTEUS: Scalable Online Machine Learning for Predictive Analytics and Real-Time Interactive Visualization.
EDBT/ICDT Workshops
Bonaventura Del Monte, Jeyhun Karimov, Alireza Rezaei Mahdiraji, Tilmann Rabl, Volker Markl
2017 B ed.
Proceedings of the 20th International Conference on Extending Database Technology, EDBT 2017, Venice, Italy, March 21-24, 2017.
EDBT
Volker Markl, Salvatore Orlando, Bernhard Mitschang, Periklis Andritsos, Kai-Uwe Sattler, Sebastian Breß
2017 — conf
STREAMLINE - Streamlined Analysis of Data at Rest and Data in Motion.
EDBT/ICDT Workshops
Philipp M. Grulich, Tilmann Rabl, Volker Markl, Csaba István Sidló, András A. Benczúr
2017 J jnl
Special issue on best papers of VLDB 2015.
VLDB J.
Chen Li, Volker Markl
2016 J jnl
Apache Flink in current research.
it Inf. Technol.
Tilmann Rabl, Jonas Traub, Asterios Katsifodimos, Volker Markl
2016 — conf
Big data on a few pixels.
IEEE BigData
Uwe Jugel, Zbigniew Jerzak, Volker Markl
2016 — conf
Bridging the gap: towards optimization across linear and relational algebra.
BeyondMR@SIGMOD
Andreas Kunft, Alexander Alexandrov, Asterios Katsifodimos, Volker Markl
2016 A conf
Cutty: Aggregate Sharing for User-Defined Windows.
CIKM
Paris Carbone, Jonas Traub, Asterios Katsifodimos, Seif Haridi, Volker Markl
2016 A* conf
Efficient fault-tolerance for iterative graph processing on distributed dataflow systems.
ICDE
Chen Xu, Markus Holzemer, Manohar Kaul, Volker Markl
2016 — conf
Emma in Action: Declarative Dataflows for Scalable Data Analysis.
SIGMOD Conference
Alexander Alexandrov, Andreas Salzmann, Georgi Krastev, Asterios Katsifodimos, Volker Markl
2016 — conf
Evaluating Link-based Recommendations for Wikipedia.
JCDL
Malte Schwarzer, Moritz Schubotz, Norman Meuschke, Corinna Breitinger, Volker Markl, Bela Gipp
2016 J jnl
Implicit Parallelism through Deep Language Embedding.
SIGMOD Rec.
Alexander Alexandrov, Asterios Katsifodimos, Georgi Krastev, Volker Markl
2016 — conf
JEDI: Joint Entity and Relation Detection using Type Inference.
ACL (System Demonstrations)
Johannes Kirschnick, Holmer Hemsen, Volker Markl
2016 A* conf
Semantification of Identifiers in Mathematics for Better Math Information Retrieval.
SIGIR
Moritz Schubotz, Alexey Grigorev, Marcus Leich, Howard S. Cohl, Norman Meuschke, Bela Gipp, Abdou S. Youssef, Volker Markl
2016 J jnl
Sharing Hash Codes for Multiple Purposes.
CoRR
Wikor Pronobis, Danny Panknin, Johannes Kirschnick, Vignesh Srinivasan, Wojciech Samek, Volker Markl, Manohar Kaul, Klaus-Robert Müller, Shinichi Nakajima
2016 J jnl
The Beckman report on database research.
Commun. ACM
Daniel Abadi, Rakesh Agrawal, Anastasia Ailamaki, Magdalena Balazinska, Philip A. Bernstein, Michael J. Carey, Surajit Chaudhuri, Jeffrey Dean, AnHai Doan, Michael J. Franklin, Johannes Gehrke, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, H. V. Jagadish, Donald Kossmann, Samuel Madden, Sharad Mehrotra, Tova Milo, Jeffrey F. Naughton, Raghu Ramakrishnan, Volker Markl, Christopher Olston, Beng Chin Ooi, Christopher Ré, Dan Suciu, Michael Stonebraker, Todd Walter, Jennifer Widom
2016 J jnl
Towards Streamlined Big Data Analytics.
ERCIM News
András A. Benczúr, Róbert Pálovics, Márton Balassi, Volker Markl, Tilmann Rabl, Juan Soto, Björn Hovstadius, Jim Dowling, Seif Haridi
2016 J jnl
VDDA: automatic visualization-driven data aggregation in relational databases.
VLDB J.
Uwe Jugel, Zbigniew Jerzak, Gregor Hackenbroich, Volker Markl
2015 J jnl
Apache Flink™: Stream and Batch Processing in a Single Engine.
IEEE Data Eng. Bull.
Paris Carbone, Asterios Katsifodimos, Stephan Ewen, Volker Markl, Seif Haridi, Kostas Tzoumas
2015 Misc conf
Big Data-Zentren - Vorstellung und Panel.
BTW
Volker Markl, Erhard Rahm, Wolfgang Lehner, Michael Beigl, Thomas Seidl
2015 A* conf
Challenges of Mathematical Information Retrievalin the NTCIR-11 Math Wikipedia Task.
SIGIR
Moritz Schubotz, Abdou Youssef, Volker Markl, Howard S. Cohl
2015 B conf
Demonstrating Transfer-Efficient Sample Maintenance on Graphics Cards.
EDBT
Max Heimel, Martin Kiefer, Volker Markl
2015 — conf
Die Apache Flink Plattform zur parallelen Analyse von Datenströmen und Stapeldaten.
LWA
Jonas Traub, Tilmann Rabl, Fabian Hueske, Till Rohrmann, Volker Markl
2015 A* conf
Efficient sample generation for scalable meta learning.
ICDE
Sebastian Schelter, Juan Soto, Volker Markl, Douglas Burdick, Berthold Reinwald, Alexandre V. Evfimievski
2015 J jnl
Front Matter.
Proc. VLDB Endow.
Chen Li, Volker Markl
2015 J jnl
Gesprengte Ketten - Smart Data, deklarative Datenanalyse, Apache Flink.
Inform. Spektrum
Volker Markl
2015 — conf
Implicit Parallelism through Deep Language Embedding.
SIGMOD Conference
Alexander Alexandrov, Andreas Kunft, Asterios Katsifodimos, Felix Schüler, Lauritz Thamsen, Odej Kao, Tobias Herb, Volker Markl
2015 — conf
Optimistic Recovery for Iterative Dataflows in Action.
SIGMOD Conference
Sergey Dudoladov, Chen Xu, Sebastian Schelter, Asterios Katsifodimos, Stephan Ewen, Kostas Tzoumas, Volker Markl
2015 — conf
SMART: An Application Framework for Real Time Big Data Analysis on Heterogeneous Cloud Environments.
CIT/IUCC/DASC/PICom
Julio C. S. dos Anjos, Marcos D. Assunção, Jean Luca Bez, Cláudio F. R. Geyer, Edison Pignaton de Freitas, Alexandre Carissimi, João Paulo Carvalho Lustosa da Costa, Gilles Fedak, Felix Freitag, Volker Markl, Paul Fergus, Rubem Pereira
2015 — conf
Self-Tuning, GPU-Accelerated Kernel Density Models for Multidimensional Selectivity Estimation.
SIGMOD Conference
Max Heimel, Martin Kiefer, Volker Markl
2015 — conf
The Operator Variant Selection Problem on Heterogeneous Hardware.
ADMS@VLDB
Viktor Rosenfeld, Max Heimel, Christoph Viebig, Volker Markl
2014 — conf
Asymmetry in Large-Scale Graph Analysis, Explained.
GRADES
Vasiliki Kalavri, Stephan Ewen, Kostas Tzoumas, Vladimir Vlassov, Volker Markl, Seif Haridi
2014 J jnl
Big Data - An Interdisciplinary Opportunity for Information Systems Research.
Bus. Inf. Syst. Eng.
Michael Schermann, Holmer Hemsen, Christoph Buchmüller, Till Bitter, Helmut Krcmar, Volker Markl, Thomas Hoeren
2014 J jnl
Big Data - Eine interdisziplinäre Chance für die Wirtschaftsinformatik.
Wirtschaftsinf.
Michael Schermann, Holmer Hemsen, Christoph Buchmüller, Till Bitter, Helmut Krcmar, Volker Markl, Thomas Hoeren
2014 — conf
Breaking the Chains: On Declarative Analysis and Independence in the Big Data Era.
GI-Jahrestagung
Volker Markl
2014 J jnl
Breaking the Chains: On Declarative Data Analysis and Data Independence in the Big Data Era.
Proc. VLDB Endow.
Volker Markl
2014 — conf
Challenges and Opportunities in Big Data Generation.
Informatiktage
Christoph Brücke, Marie Hoffmann, Juan Soto, Volker Markl
2014 — conf
Composite Key Generation on a Shared-Nothing Architecture.
TPCTC
Marie Hoffmann, Alexander Alexandrov, Periklis Andritsos, Juan Soto, Volker Markl
2014 B conf
Demonstrating Self-Learning Algorithm Adaptivity in a Hardware-Oblivious Database Engine.
EDBT
Max Heimel, Filip Haase, Martin Meinke, Sebastian Breß, Michael Saecker, Volker Markl
2014 — conf
Demonstrating efficient query processing in heterogeneous environments.
SIGMOD Conference
Tomas Karnagel, Matthias Hille, Mario Ludwig, Dirk Habich, Wolfgang Lehner, Max Heimel, Volker Markl
2014 — conf
Evaluation of Similarity-Measure Factors for Formulae Based on the NTCIR-11 Math Task.
NTCIR
Moritz Schubotz, Abdou Youssef, Volker Markl, Howard S. Cohl, Jimmy J. Li
2014 J jnl
Faster Visual Analytics through Pixel-Perfect Aggregation.
Proc. VLDB Endow.
Uwe Jugel, Zbigniew Jerzak, Gregor Hackenbroich, Volker Markl
2014 J jnl
Front Matter.
Proc. VLDB Endow.
Chen Li, Volker Markl
2014 J jnl
Front Matter.
Proc. VLDB Endow.
Chen Li, Volker Markl
2014 J jnl
M4: A Visualization-Oriented Time Series Data Aggregation.
Proc. VLDB Endow.
Uwe Jugel, Zbigniew Jerzak, Gregor Hackenbroich, Volker Markl
2014 J jnl
Ocelot/HyPE: Optimized Data Processing on Heterogeneous Hardware.
Proc. VLDB Endow.
Sebastian Breß, Max Heimel, Michael Saecker, Bastian Köcher, Volker Markl, Gunter Saake
2014 — ch.
Optimization of Massively Parallel Data Flows.
Large-Scale Data Analytics
Fabian Hueske, Volker Markl
2014 J jnl
The Beckman Report on Database Research.
SIGMOD Rec.
Daniel J. Abadi, Rakesh Agrawal, Anastasia Ailamaki, Magdalena Balazinska, Philip A. Bernstein, Michael J. Carey, Surajit Chaudhuri, Jeffrey Dean, AnHai Doan, Michael J. Franklin, Johannes Gehrke, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, H. V. Jagadish, Donald Kossmann, Samuel Madden, Sharad Mehrotra, Tova Milo, Jeffrey F. Naughton, Raghu Ramakrishnan, Volker Markl, Christopher Olston, Beng Chin Ooi, Christopher Ré, Dan Suciu, Michael Stonebraker, Todd Walter, Jennifer Widom
2014 J jnl
The Stratosphere platform for big data analytics.
VLDB J.
Alexander Alexandrov, Rico Bergmann, Stephan Ewen, Johann-Christoph Freytag, Fabian Hueske, Arvid Heise, Odej Kao, Marcus Leich, Ulf Leser, Volker Markl, Felix Naumann, Mathias Peters, Astrid Rheinländer, Matthias J. Sax, Sebastian Schelter, Mareike Höger, Kostas Tzoumas, Daniel Warneke
2013 A conf
"All roads lead to Rome": optimistic recovery for distributed iterative data processing.
CIKM
Sebastian Schelter, Stephan Ewen, Kostas Tzoumas, Volker Markl
2013 Misc conf
Applying Stratosphere for Big Data Analytics.
BTW
Marcus Leich, Jochen Adamek, Moritz Schubotz, Arvid Heise, Astrid Rheinländer, Volker Markl
2013 Misc ed.
Datenbanksysteme für Business, Technologie und Web (BTW), 15. Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme" (DBIS), 11.-15.3.2013 in Magdeburg, Germany. Proceedings
BTW
Volker Markl, Gunter Saake, Kai-Uwe Sattler, Gregor Hackenbroich, Bernhard Mitschang, Theo Härder, Veit Köppen
2013 A conf
Distributed matrix factorization with mapreduce using a series of broadcast-joins.
RecSys
Sebastian Schelter, Christoph Boden, Martin Schenck, Alexander Alexandrov, Volker Markl
2013 J jnl
Hardware-Oblivious Parallelism for In-Memory Column-Stores.
Proc. VLDB Endow.
Max Heimel, Michael Saecker, Holger Pirk, Stefan Manegold, Volker Markl
2013 — conf
Issues in big data testing and benchmarking.
DBTest
Alexander Alexandrov, Christoph Brücke, Volker Markl
2013 — conf
Iterative parallel data processing with stratosphere: an inside look.
SIGMOD Conference
Stephan Ewen, Sebastian Schelter, Kostas Tzoumas, Daniel Warneke, Volker Markl
2013 — conf
Large-scale social-media analytics on stratosphere.
WWW (Companion Volume)
Christoph Boden, Marcel Karnstedt, Miriam Fernández, Volker Markl
2013 A* conf
Peeking into the optimization of data flow programs with MapReduce-style UDFs.
ICDE
Fabian Hueske, Mathias Peters, Aljoscha Krettek, Matthias Ringwald, Kostas Tzoumas, Volker Markl, Johann-Christoph Freytag
2013 — conf
Querying Large Collections of Mathematical Publications: NTCIR10 Math Task.
NTCIR
Moritz Schubotz, Marcus Leich, Volker Markl
2012 B ed.
15th International Conference on Extending Database Technology, EDBT '12, Berlin, Germany, March 27-30, 2012, Proceedings
EDBT
Elke A. Rundensteiner, Volker Markl, Ioana Manolescu, Sihem Amer-Yahia, Felix Naumann, Ismail Ari
2012 — conf
A First Step Towards GPU-assisted Query Optimization.
ADMS@VLDB
Max Heimel, Volker Markl
2012 — conf
Benchmarking in the Cloud: What It Should, Can, and Cannot Be.
TPCTC
Enno Folkerts, Alexander Alexandrov, Kai Sachs, Alexandru Iosup, Volker Markl, Cafer Tosun
2012 — conf
Big Data Analytics on Modern Hardware Architectures: A Technology Survey.
eBISS
Michael Saecker, Volker Markl
2012 A* conf
Correlation Support for Risk Evaluation in Databases.
ICDE
Katrin Eisenreich, Jochen Adamek, Philipp Rösch, Volker Markl, Gregor Hackenbroich
2012 J jnl
Myriad: Scalable and Expressive Data Generation.
Proc. VLDB Endow.
Alexander Alexandrov, Kostas Tzoumas, Volker Markl
2012 A conf
Scalable similarity-based neighborhood methods with MapReduce.
RecSys
Sebastian Schelter, Christoph Boden, Volker Markl
2012 J jnl
Spinning Fast Iterative Data Flows
CoRR
Stephan Ewen, Kostas Tzoumas, Moritz Kaufmann, Volker Markl
2012 J jnl
Spinning Fast Iterative Data Flows.
Proc. VLDB Endow.
Stephan Ewen, Kostas Tzoumas, Moritz Kaufmann, Volker Markl
2011 J jnl
Das Fachgebiet "Datenbanksysteme und Informationsmanagement" (DIMA) an der Technischen Universität Berlin stellt sich vor.
Datenbank-Spektrum
Yuexiao Li, Volker Markl
2011 — ed.
Enabling Real-Time Business Intelligence - 4th International Workshop, BIRTE 2010, Held at the 36th International Conference on Very Large Databases, VLDB 2010, Singapore, September 13, 2010, Revised Selected Papers
BIRTE
Malú Castellanos, Umeshwar Dayal, Volker Markl
2011 J jnl
Information Management in the Cloud (Dagstuhl Seminar 11321).
Dagstuhl Reports
Anastassia Ailamaki, Michael J. Carey, Donald Kossmann, Steve Loughran, Volker Markl
2011 Misc conf
Information Management in the Cloud - Parallel Dataflow Programming Beyond Map/Reduce.
COMAD
Volker Markl
2011 Misc conf
MapReduce and PACT - Comparing Data Parallel Programming Models.
BTW
Alexander Alexandrov, Stephan Ewen, Max Heimel, Fabian Hueske, Odej Kao, Volker Markl, Erik Nijkamp, Daniel Warneke
2011 Misc conf
Operators for Analyzing and Modifying Probabilistic Data - A Question of Efficiency.
BTW
Jochen Adamek, Katrin Eisenreich, Volker Markl, Philipp Rösch
2011 J jnl
Special issue: best papers of VLDB 2009.
VLDB J.
Serge Abiteboul, Volker Markl, Tova Milo, Jignesh M. Patel
2011 — conf
Tractor pulling on data warehouses.
DBTest
Martin L. Kersten, Alfons Kemper, Volker Markl, Anisoara Nica, Meikel Poess, Kai-Uwe Sattler
2010 — conf
10381 Summary and Abstracts Collection - Robust Query Processing.
Robust Query Processing
Goetz Graefe, Arnd Christian König, Harumi Anne Kuno, Volker Markl, Kai-Uwe Sattler
2010 A* conf
Cloudy skies for data management.
ICDE
David Campbell, Brian Cooper, Dean Jacobs, Ashok Joshi, Volker Markl, Srinivas Narayanan
2010 — conf
Handling of Uncertainty and Temporal Indeterminacy for What-if Analysis.
BIRTE
Katrin Eisenreich, Gregor Hackenbroich, Volker Markl, Philipp Rösch, Robert Schulze
2010 J jnl
Massively Parallel Data Analysis with PACTs on Nephele.
Proc. VLDB Endow.
Alexander Alexandrov, Dominic Battré, Stephan Ewen, Max Heimel, Fabian Hueske, Odej Kao, Volker Markl, Erik Nijkamp, Daniel Warneke
2010 — conf
Nephele/PACTs: a programming model and execution framework for web-scale analytical processing.
SoCC
Dominic Battré, Stephan Ewen, Fabian Hueske, Odej Kao, Volker Markl, Daniel Warneke
2010 — ed.
Robust Query Processing, 19.09. - 24.09.2010
Robust Query Processing
Goetz Graefe, Arnd Christian König, Harumi Anne Kuno, Volker Markl, Kai-Uwe Sattler
2010 J jnl
Special issue: best papers of VLDB 2008.
VLDB J.
Peter Buneman, Volker Markl, Beng Chin Ooi, Kenneth A. Ross
2009 Misc conf
A Bayesian Approach to Estimating the Selectivity of Conjunctive Predicates.
BTW
Max Heimel, Volker Markl, Keshava Murthy
2009 — conf
Ad-Hoc Queries over Document Collections - A Case Study.
BIRTE
Alexander Löser, Steffen Lutter, Patrick Düssel, Volker Markl
2009 J jnl
Cost-Based Predictive Spatiotemporal Join.
IEEE Trans. Knowl. Data Eng.
Wook-Shin Han, Jaehwa Kim, Byung Suk Lee, Yufei Tao, Ralf Rantzau, Volker Markl
2009 J jnl
Discovering and Exploiting Statistical Properties for Query Optimization in Relational Databases: A Survey.
Stat. Anal. Data Min.
Peter J. Haas, Ihab F. Ilyas, Guy M. Lohman, Volker Markl
2009 — ch.
Query Processing (in Relational Databases).
Encyclopedia of Database Systems
Volker Markl
2008 — conf
08421 Abstracts Collection - Uncertainty Management in Information Systems.
Uncertainty Management in Information Systems
Christoph Koch, Birgitta König-Ries, Volker Markl, Maurice van Keulen
2008 — conf
08421 Executive Summary - Uncertainty Management in Information Systems.
Uncertainty Management in Information Systems
Christoph Koch, Birgitta König-Ries, Volker Markl, Maurice van Keulen
2008 — conf
Damia: data mashups for intranet applications.
SIGMOD Conference
David E. Simmen, Mehmet Altinel, Volker Markl, Sriram Padmanabhan, Ashutosh Singh
2008 — conf
Data Mashups for Situational Applications.
MBSDI
Volker Markl, Mehmet Altinel, David E. Simmen, Ashutosh Singh
2008 J jnl
Databases and Web 2.0 panel at VLDB 2007.
SIGMOD Rec.
Sihem Amer-Yahia, Volker Markl, Alon Y. Halevy, AnHai Doan, Gustavo Alonso, Donald Kossmann, Gerhard Weikum
2008 B ed.
EDBT 2008, 11th International Conference on Extending Database Technology, Nantes, France, March 25-29, 2008, Proceedings
EDBT
Alfons Kemper, Patrick Valduriez, Noureddine Mouaddib, Jens Teubner, Mokrane Bouzeghoub, Volker Markl, Laurent Amsaleg, Ioana Manolescu
2008 J jnl
Informationsintegration im Web 2.0.
Datenbank-Spektrum
Volker Markl
2008 J jnl
Parallelizing query optimization.
Proc. VLDB Endow.
Wook-Shin Han, Wooseong Kwak, Jinsoo Lee, Guy M. Lohman, Volker Markl
2008 — conf
Situational Business Intelligence.
BIRTE
Alexander Löser, Fabian Hueske, Volker Markl
2008 — ed.
Uncertainty Management in Information Systems, 12.10. - 17.10.2008
Uncertainty Management in Information Systems
Christoph Koch, Birgitta König-Ries, Volker Markl, Maurice van Keulen
2007 A* conf
Adaptively Reordering Joins during Query Execution.
ICDE
Quanzhong Li, Minglong Shao, Volker Markl, Kevin S. Beyer, Latha S. Colby, Guy M. Lohman
2007 A* conf
An Approach to Optimize Data Processing in Business Processes.
VLDB
Marko Vrhovnik, Holger Schwarz, Oliver Suhre, Bernhard Mitschang, Volker Markl, Albert Maier, Tobias Kraft
2007 A* conf
Collecting and Maintaining Just-in-Time Statistics.
ICDE
Amr El-Helw, Ihab F. Ilyas, Wing Lau, Volker Markl, Calisto Zuzarte
2007 J jnl
Consistent selectivity estimation via maximum entropy.
VLDB J.
Volker Markl, Peter J. Haas, Marcel Kutsch, Nimrod Megiddo, Utkarsh Srivastava, Tam Minh Tran
2007 A* conf
DAMIA - A Data Mashup Fabric for Intranet Applications.
VLDB
Mehmet Altinel, Paul Brown, Susan Cline, Rajesh Kartha, Eric Louie, Volker Markl, Louis Mau, Yip-Hing Ng, David E. Simmen, Ashutosh Singh
2007 A* conf
Detecting Attribute Dependencies from Query Feedback.
VLDB
Peter J. Haas, Fabian Hueske, Volker Markl
2007 A conf
Impliance: A Next Generation Information Management Appliance.
CIDR
Bishwaranjan Bhattacharjee, Joseph S. Glider, Richard A. Golding, Guy M. Lohman, Volker Markl, Hamid Pirahesh, Jun Rao, Robert M. Rees, Garret Swart
2007 Misc conf
Integrating Query-Feedback Based Statistics into Informix Dynamic Server.
BTW
Alexander Behm, Volker Markl, Peter J. Haas, Keshava Murthy
2007 — conf
Progressive optimization in a shared-nothing parallel database.
SIGMOD Conference
Wook-Shin Han, Jack Ng, Volker Markl, Holger Kache, Mokhtar Kandil
2006 C conf
An inside analysis of a genetic-programming based optimizer.
IDEAS
Victor Muntés-Mulero, Josep Lluís Larriba-Pey, Josep Aguilar-Saborit, Calisto Zuzarte, Volker Markl
2006 — conf
Analyzing the Genetic Operations of an Evolutionary Query Optimizer.
BNCOD
Victor Muntés-Mulero, Josep Aguilar-Saborit, Calisto Zuzarte, Volker Markl, Josep Lluís Larriba-Pey
2006 J jnl
Autonomic features of the IBM DB2 universal database for linux, UNIX, and windows.
IEEE Trans. Syst. Man Cybern. Syst.
Christian Garcia-Arellano, Sam Lightstone, Guy M. Lohman, Volker Markl, Adam J. Storm
2006 J jnl
Challenges and Trends in Information Management.
Datenbank-Spektrum
Karin Kailing, Alexander Löser, Volker Markl
2006 A* conf
ISOMER: Consistent Histogram Construction Using Query Feedback.
ICDE
Utkarsh Srivastava, Peter J. Haas, Volker Markl, Marcel Kutsch, Tam Minh Tran
2006 J jnl
Impliance: A Next Generation Information Management Appliance
CoRR
Bishwaranjan Bhattacharjee, Vuk Ercegovac, Joseph S. Glider, Richard A. Golding, Guy M. Lohman, Volker Markl, Hamid Pirahesh, Jun Rao, Robert M. Rees, Frederick Reiss, Eugene J. Shekita, Garret Swart
2006 B conf
Integrating a Maximum-Entropy Cardinality Estimator into DB2 UDB.
EDBT
Marcel Kutsch, Peter J. Haas, Volker Markl, Nimrod Megiddo, Tam Minh Tran
2006 — conf
MAXENT: consistent cardinality estimation in action.
SIGMOD Conference
Volker Markl, Marcel Kutsch, Tam Minh Tran, Peter J. Haas, Nimrod Megiddo
2006 J jnl
Making DB2Products Self-Managing: Strategies and Experiences.
IEEE Data Eng. Bull.
Sam Lightstone, Guy M. Lohman, Peter J. Haas, Volker Markl, Jun Rao, Adam J. Storm, Maheswaran Surendra, Daniel C. Zilio
2006 A* conf
POP/FED: Progressive Query Optimization for Federated Queries in DB2.
VLDB
Holger Kache, Wook-Shin Han, Volker Markl, Vijayshankar Raman, Stephan Ewen
2006 B conf
Progressive Query Optimization for Federated Queries.
EDBT
Stephan Ewen, Holger Kache, Volker Markl, Vijayshankar Raman
2005 Misc conf
A Learning Optimizer for a Federated Database Management System.
BTW
Stephan Ewen, Michael Ortega-Binderberger, Volker Markl
2005 J jnl
A learning optimizer for a federated database management system.
Inform. Forsch. Entwickl.
Stephan Ewen, Michael Ortega-Binderberger, Volker Markl
2005 — conf
Automated statistics collection in action.
SIGMOD Conference
Peter J. Haas, Mokhtar Kandil, Alberto Lerner, Volker Markl, Ivan Popivanov, Vijayshankar Raman, Daniel C. Zilio
2005 A* conf
Consistently Estimating the Selectivity of Conjuncts of Predicates.
VLDB
Volker Markl, Nimrod Megiddo, Marcel Kutsch, Tam Minh Tran, Peter J. Haas, Utkarsh Srivastava
2004 A* conf
Automated Statistics Collection in DB2 UDB.
VLDB
Ashraf Aboulnaga, Peter J. Haas, Sam Lightstone, Guy M. Lohman, Volker Markl, Ivan Popivanov, Vijayshankar Raman
2004 — conf
Automatic Relationship Discovery in Self-Managing Database Systems.
ICAC
Ihab F. Ilyas, Volker Markl, Peter J. Haas, Paul G. Brown, Ashraf Aboulnaga
2004 — conf
CORDS: Automatic Discovery of Correlations and Soft Functional Dependencies.
SIGMOD Conference
Ihab F. Ilyas, Volker Markl, Peter J. Haas, Paul Brown, Ashraf Aboulnaga
2004 A* conf
CORDS: Automatic Generation of Correlation Statistics in DB2.
VLDB
Ihab F. Ilyas, Volker Markl, Peter J. Haas, Paul G. Brown, Ashraf Aboulnaga
2004 A* conf
Progressive Optimization in Action.
VLDB
Vijayshankar Raman, Volker Markl, David E. Simmen, Guy M. Lohman, Hamid Pirahesh
2004 J jnl
Reminiscences on Influential Papers.
SIGMOD Rec.
Kenneth A. Ross, Peter Boncz, Ihab F. Ilyas, Volker Markl, Vasilis Vassalos
2004 — conf
Robust Query Processing through Progressive Optimization.
SIGMOD Conference
Volker Markl, Vijayshankar Raman, David E. Simmen, Guy M. Lohman, Hamid Pirahesh
2003 A* conf
Combining Hierarchy Encoding and Pre-Grouping: Intelligent Grouping in Star Join Processing.
ICDE
Roland Pieringer, Klaus Elhardt, Frank Ramsak, Volker Markl, Robert Fenk, Rudolf Bayer, Nikos Karayannidis, Aris Tsois, Timos K. Sellis
2003 J jnl
LEO: An autonomic query optimizer for DB2.
IBM Syst. J.
Volker Markl, Guy M. Lohman, Vijayshankar Raman
2003 Misc conf
Transbase: a Leading-edge ROLAP Engine Supporting Multidimensional Indexing and Hierarchy Clustering.
BTW
Roland Pieringer, Klaus Elhardt, Frank Ramsak, Volker Markl, Robert Fenk, Rudolf Bayer
2002 C conf
Interval Processing with the UB-Tree.
IDEAS
Robert Fenk, Volker Markl, Rudolf Bayer
2002 — conf
Learning table access cardinalities with LEO.
SIGMOD Conference
Volker Markl, Guy M. Lohman
2002 A* conf
Processing Star Queries on Hierarchically-Clustered Fact Tables.
VLDB
Nikos Karayannidis, Aris Tsois, Timos K. Sellis, Roland Pieringer, Volker Markl, Frank Ramsak, Robert Fenk, Klaus Elhardt, Rudolf Bayer
2001 C conf
Exploitation of Pre-sortedness for Sorting in Query Processing: The TempTris-Algorithm for UB-Trees.
IDEAS
Martin Zirkel, Volker Markl, Rudolf Bayer
2001 — conf
HINTA: A Linearization Algorithm for Physical Clustering of Complex OLAP Hierarchies.
DMDW
Roland Pieringer, Volker Markl, Frank Ramsak, Rudolf Bayer
2001 C conf
Interactive ROLAP on Large Datasets: A Case Study with UB-Trees.
IDEAS
Frank Ramsak, Volker Markl, Robert Fenk, Rudolf Bayer, Thomas Ruf
2001 A* conf
LEO - DB2's LEarning Optimizer.
VLDB
Michael Stillger, Guy M. Lohman, Volker Markl, Mokhtar Kandil
2001 — conf
The Transbase Hypercube RDBMS: Multidimensional Indexing of Relational Tables.
ICDE Demo Sessions
Volker Markl, Frank Ramsak, Roland Pieringer, Robert Fenk, Klaus Elhardt, Rudolf Bayer
2000 C conf
A Cost Function for Uniformly Partitioned UB-Trees.
IDEAS
Volker Markl, Rudolf Bayer
2000 C conf
Bulk Loading a Data Warehouse Built Upon a UB-Tree.
IDEAS
Robert Fenk, Akihiko Kawakami, Volker Markl, Rudolf Bayer, Shunji Osaki
2000 A* conf
Integrating the UB-Tree into a Database System Kernel.
VLDB
Frank Ramsak, Volker Markl, Robert Fenk, Martin Zirkel, Klaus Elhardt, Rudolf Bayer
2000 J jnl
Mistral - Processing Relational Queries using a Multidimensional Access Technique.
Datenbank Rundbr.
Volker Markl
2000 — conf
Modellierung und Verwaltung hierarchisch strukturierter Informationen in relationalen Datenbanksystemen.
Grundlagen von Datenbanken
Roland Pieringer, Volker Markl, Rudolf Bayer
2000 — conf
Processing relational OLAP queries with UB-Trees and multidimensional hierarchical clustering.
DMDW
Volker Markl, Rudolf Bayer
1999 C conf
Improving OLAP Performance by Multidimensional Hierarchical Clustering.
IDEAS
Volker Markl, Frank Ramsak, Rudolf Bayer
1999 — book
MISTRAL: Processing Relational Queries using a Multidimensional Access Technique.
Volker Markl
1999 — ch.
MISTRAL: Processing Relational Queries using a Multidimensional Access Technique.
Ausgezeichnete Informatikdissertationen
Volker Markl
1999 — conf
Physical Data Modeling for Multidimensional Access Methods.
Grundlagen von Datenbanken
Frank Ramsak, Volker Markl, Rudolf Bayer
1999 A* conf
Processing Operations with Restrictions in RDBMS without External Sorting: The Tetris Algorithm.
ICDE
Volker Markl, Martin Zirkel, Rudolf Bayer
1998 — conf
The Tetris-Algorithm for Sorted Reading from UB-Tree.
Grundlagen von Datenbanken
Volker Markl