Volker Markl
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
174
Venues
22
Active years
1999–2026
Best venue rank
A*
Where they publish
- A*SIGMOD42 papers
- BEDBT30 papers
- A*ICDE24 papers
- NationalBTW21 papers
- A*VLDB20 papers
- CIDEAS7 papers
- ACIDR5 papers
- CDaMoN4 papers
- ACIKM3 papers
- BCLOUD3 papers
- A*WWW2 papers
- A*SIGIR2 papers
- ARecSys2 papers
- MulticonferenceICCS1 paper
- CDOLAP1 paper
- BSSDBM1 paper
- CDATA1 paper
- CIGARSS1 paper
- AICDCS1 paper
- A*ACL1 paper
- BGI1 paper
- NationalCOMAD1 paper
Papers
174 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | EDBT | Nova: Scalable Streaming Join Placement and Parallelization in Resource-Constrained Geo-Distributed Environments. | Xenofon Chatziliadis, Eleni Tzirita Zacharatou, Samira Akili, Alphan Eracar, Volker Markl |
| 2026 | EDBT | Practical Spreadsheet Parsing with SheetReader. | Haralampos Gavriilidis, Felix Henze, Joel Ziegler, Jonas Benn, Eleni Tzirita Zacharatou, Volker Markl |
| 2026 | EDBT | A Collection of Demonstrations with PostgreSQL for Teaching and Learning Database System Internals. | Stefan Halfpap, Daniel Hristov, Volker Markl |
| 2026 | ICDE | NebulaStream: An Adaptive and Efficient Multi-Query Stream Processing Engine. | Nils L. Schubert, Lukas Schwerdtfeger, Sara Schnaterbeck, Philipp M. Grulich, Bonaventura Del Monte, Steffen Zeuch, Volker Markl |
| 2026 | WWW | Evolving Proxy Kills Drift: Data-Efficient Streaming Time Series Anomaly Detection. | Qing Wei, Hao Miao, Yan Zhao, Kai Zheng, Bin Yang, Volker Markl, Christian S. Jensen |
| 2026 | SIGMOD | Incremental Stream Query Placement and Deployment in Action. | Danila Ferents, Ankit Chaudhary, Felix Lang, Nils L. Schubert, Varun Pandey, Jeyhun Karimov, Steffen Zeuch, Kaustubh Beedkar, Volker Markl |
| 2025 | BTW | Incremental Stream Query Merging In Action. | Ankit Chaudhary, Ninghong Zhu, Laura Mons, Steffen Zeuch, Varun Pandey, Volker Markl |
| 2025 | BTW | Enhancing In-Memory Spatial Indexing with Learned Search. | Varun Pandey, Alexander van Renen, Eleni Tzirita Zacharatou, Andreas Kipf, Ibrahim Sabek, Jialin Ding, Volker Markl, Alfons Kemper |
| 2025 | EDBT | CompoDB: A Demonstration of Modular Data Systems in Practice. | Haralampos Gavriilidis, Lennart Behme, Christian Munz, Varun Pandey, Volker Markl |
| 2025 | EDBT | Efficiently Indexing Large Data on GPUs with Fast Interconnects. | Josef Schmeier, Clemens Lutz, Volker Markl |
| 2025 | EDBT | Enabling Complex Event Processing in NebulaStream. | Ariane Ziehn, Lily Seidl, Samira Akili, Steffen Zeuch, Volker Markl |
| 2025 | ICDE | Incremental Stream Query Placement in Massively Distributed and Volatile Infrastructures. | Ankit Chaudhary, Kaustubh Beedkar, Jeyhun Karimov, Felix Lang, Steffen Zeuch, Volker Markl |
| 2025 | ICDE | Chameleon: Adaptive and Scalable Stream Processing Over Sensor Sources. | Dimitrios Giouroukis, Varun Pandey, Steffen Zeuch, Volker Markl |
| 2025 | SIGMOD | Apache Wayang in Action: Enabling Data Systems Integration via a Unified Data Analytics Framework. | Kaustubh Beedkar, Aurlien Bertrand, Haralampos Gavriilidis, Augusto Jos Fonseca, Zoi Kaoudi, Mingxi Liu, Volker Markl, Juri Petersen, Fbio Porto, Vctor Ribeiro, Mads Sejer Pedersen, Lucas Giusti Tavares, Michalis Vargiamis, Chen Xu |
| 2025 | SIGMOD | Finding What You're Looking For: A Distribution-Aware Dataset Search Engine in Action. | Lennart Behme, Leonard Geiler, Pratham Agrawal, Emil Badura, Benjamin Ueber, Kaustubh Beedkar, Volker Markl |
| 2025 | SIGMOD | Mobility Stream Processing on NebulaStream and MEOS. | Mariana M. Garcez Duarte, Dwi P. A. Nugroho, Georges Tod, Evert Bevernage, Pieter Moelans, Emine Tas, Esteban Zimnyi, Mahmoud Attia Sakr, Steffen Zeuch, Volker Markl |
| 2025 | SIGMOD | NebulaStream: An Extensible, High-Performance Streaming Engine for Multi-Modal Edge Applications. | Adrian Michalke, Aljoscha P. Lepping, Volker Markl, Ricardo Martinez, Nils L. Schubert, Lukas Schwerdtfeger, Taha Tekdogan, Steffen Zeuch, Ariane Ziehn, Christoph Falkensteiner, Kyle Krger, Alexander Meyer, Tobias Rschl, Svea Wilkending |
| 2025 | VLDB | Learning to Accelerate: Tuning Data Transfer Parameters. | Benedikt Didrich, Haralampos Gavriilidis, Vasilis Gkolemis, Matthias Boehm, Volker Markl |
| 2025 | VLDB | Composability and Interoperability for Federated Data Systems. | Haralampos Gavriilidis, Leonhard Rose, Joel Ziegler, Jonathan Gerloff, Benedikt Didrich, Midhun Kaippillil Venugopalan, Kaustubh Beedkar, Matthias Boehm, Volker Markl |
| 2025 | VLDB | Modular Neuro-Symbolic Knowledge Graph Completion. | Abelardo Carlos Martinez Lorenzo, Alexander Perfilyev, Volker Markl, Martha Clokie, Thomas Sicheritz-Pontn, Zoi Kaoudi |
| 2025 | VLDB | GPU-Accelerated Stochastic Gradient Descent for Scalable Operator Placement in Geo-Distributed Streaming Systems. | Tristan Joel Terhaag, Xenofon Chatziliadis, Eleni Tzirita Zacharatou, Volker Markl |
| 2024 | EDBT | Evaluation of Sampling Methods for Discovering Facts from Knowledge Graph Embeddings. | Rama Widyadhana Bhagaskoro, Volker Markl, Zoi Kaoudi |
| 2024 | EDBT | Benchmarking Stream Join Algorithms on GPUs: A Framework and its Application to the State-of-the-art. | Dwi P. A. Nugroho, Philipp M. Grulich, Steffen Zeuch, Clemens Lutz, Stefano Bortoli, Volker Markl |
| 2024 | EDBT | Bridging the Gap: Complex Event Processing on Stream Processing Systems. | Ariane Ziehn, Philipp M. Grulich, Steffen Zeuch, Volker Markl |
| 2024 | ICDE | Counting Butterflies in Fully Dynamic Bipartite Graph Streams. | Serafeim Papadias, Zoi Kaoudi, Varun Pandey, Jorge-Arnulfo Quian-Ruiz, Volker Markl |
| 2024 | SIGMOD | Multi-Backend Zonal Statistics Execution with Raven. | Gereon Dusella, Haralampos Gavriilidis, Laert Nuhu, Volker Markl, Eleni Tzirita Zacharatou |
| 2023 | BTW | Learn What Really Matters: A Learning-to-Rank Approach for ML-based Query Optimization. | Henriette Behr, Volker Markl, Zoi Kaoudi |
| 2023 | BTW | Workload Prediction for IoT Data Management Systems. | David Burrell, Xenofon Chatziliadis, Eleni Tzirita Zacharatou, Steffen Zeuch, Volker Markl |
| 2023 | CIDR | Towards Unifying Query Interpretation and Compilation. | Philipp M. Grulich, Aljoscha P. Lepping, Dwi Prasetyo Adi Nugroho, Varun Pandey, Bonaventura Del Monte, Steffen Zeuch, Volker Markl |
| 2023 | CIKM | Good Intentions: Adaptive Parameter Management via Intent Signaling. | Alexander Renz-Wieland, Andreas Kieslinger, Robert Gericke, Rainer Gemulla, Zoi Kaoudi, Volker Markl |
| 2023 | DaMoN | Exploiting Access Pattern Characteristics for Join Reordering. | Nils L. Schubert, Philipp M. Grulich, Steffen Zeuch, Volker Markl |
| 2023 | EDBT | Incremental Stream Query Merging. | Ankit Chaudhary, Steffen Zeuch, Volker Markl, Jeyhun Karimov |
| 2023 | ICCS | On Irregularity Localization for Scientific Data Analysis Workflows. | Anh Duc Vu, Christos Tsigkanos, Jorge-Arnulfo Quian-Ruiz, Volker Markl, Timo Kehrer |
| 2023 | ICDE | The Art of Losing to Win: Using Lossy Image Compression to Improve Data Loading in Deep Learning Pipelines. | Lennart Behme, Saravanan Thirumuruganathan, Alireza Rezaei Mahdiraji, Jorge-Arnulfo Quian-Ruiz, Volker Markl |
| 2023 | ICDE | In-Situ Cross-Database Query Processing. | Haralampos Gavriilidis, Kaustubh Beedkar, Jorge-Arnulfo Quian-Ruiz, Volker Markl |
| 2023 | SIGMOD | TeeBench: Seamless Benchmarking in Trusted Execution Environments. | Kajetan Jeremi Maliszewski, Tilman Dietzel, Jorge-Arnulfo Quian-Ruiz, Volker Markl |
| 2023 | VLDB | Towards Efficient and Secure UDF Execution with BabelfishLib (Lightning Talk). | Philipp M. Grulich, Steffen Zeuch, Volker Markl |
| 2022 | CIDR | DataFarm: Farm Your ML-based Query Optimizer's Food! - Human-Guided Training Data Generation -. | Robin Van De Water, Francesco Ventura, Zoi Kaoudi, Jorge-Arnulfo Quian-Ruiz, Volker Markl |
| 2022 | DOLAP | Efficient Specialized Spreadsheet Parsing for Data Science. | Felix Henze, Haralampos Gavriilidis, Eleni Tzirita Zacharatou, Volker Markl |
| 2022 | ICDE | Farming Your ML-based Query Optimizer's Food. | Robin Van De Water, Francesco Ventura, Zoi Kaoudi, Jorge-Arnulfo Quian-Ruiz, Volker Markl |
| 2022 | SIGMOD | Materialization and Reuse Optimizations for Production Data Science Pipelines. | Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Zoi Kaoudi, Tilmann Rabl, Volker Markl |
| 2022 | SIGMOD | Triton Join: Efficiently Scaling to a Large Join State on GPUs with Fast Interconnects. | Clemens Lutz, Sebastian Bre, Steffen Zeuch, Tilmann Rabl, Volker Markl |
| 2022 | SIGMOD | Rethinking Stateful Stream Processing with RDMA. | Bonaventura Del Monte, Steffen Zeuch, Tilmann Rabl, Volker Markl |
| 2022 | SIGMOD | NuPS: A Parameter Server for Machine Learning with Non-Uniform Parameter Access. | Alexander Renz-Wieland, Rainer Gemulla, Zoi Kaoudi, Volker Markl |
| 2022 | VLDB | Towards a Modular Data Management System Framework. | Haralampos Gavriilidis, Lennart Behme, Sokratis Papadopoulos, Stefano Bortoli, Jorge-Arnulfo Quian-Ruiz, Volker Markl |
| 2022 | SSDBM | In-Place Updates in Tree-Encoded Bitmaps. | Marcellus Prama Saputra, Eleni Tzirita Zacharatou, Serafeim Papadias, Volker Markl |
| 2021 | BTW | Fast CSV Loading Using GPUs and RDMA for In-Memory Data Processing. | Alexander Kumaigorodski, Clemens Lutz, Volker Markl |
| 2021 | BTW | Towards Resilient Data Management for the Internet of Moving Things. | Elena Beatriz Ouro Paz, Eleni Tzirita Zacharatou, Volker Markl |
| 2021 | CIDR | The Case for Distance-Bounded Spatial Approximations. | Eleni Tzirita Zacharatou, Andreas Kipf, Ibrahim Sabek, Varun Pandey, Harish Doraiswamy, Volker Markl |
| 2021 | DaMoN | An Energy-Efficient Stream Join for the Internet of Things. | Adrian Michalke, Philipp M. Grulich, Clemens Lutz, Steffen Zeuch, Volker Markl |
| 2021 | DATA | Database Systems and Information Management: Trends and a Vision. | Volker Markl |
| 2021 | EDBT | AdCom: Adaptive Combiner for Streaming Aggregations. | Felipe Oliveira Gutierrez, Kaustubh Beedkar, Abel Souza, Volker Markl |
| 2021 | EDBT | Automatic Tuning of Read-Time Tolerances for Optimized On-Demand Data-Streaming from Sensor Nodes. | Julius Hlsmann, Chiao-Yun Li, Jonas Traub, Volker Markl |
| 2021 | EDBT | Automating Data Quality Validation for Dynamic Data Ingestion. | Sergey Redyuk, Zoi Kaoudi, Volker Markl, Sebastian Schelter |
| 2021 | ICDE | Efficient Control Flow in Dataflow Systems: When Ease-of-Use Meets High Performance. | Gbor E. Gvay, Tilmann Rabl, Sebastian Bre, Lorand Madai-Tahy, Jorge-Arnulfo Quian-Ruiz, Volker Markl |
| 2021 | SIGMOD | Parallelizing Intra-Window Join on Multicores: An Experimental Study. | Shuhao Zhang, Yancan Mao, Jiong He, Philipp M. Grulich, Steffen Zeuch, Bingsheng He, Richard T. B. Ma, Volker Markl |
| 2021 | SIGMOD | ExDRa: Exploratory Data Science on Federated Raw Data. | Sebastian Baunsgaard, Matthias Boehm, Ankit Chaudhary, Behrouz Derakhshan, Stefan Geielsder, 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 | SIGMOD | Compliant Geo-distributed Query Processing. | Kaustubh Beedkar, Jorge-Arnulfo Quian-Ruiz, Volker Markl |
| 2021 | SIGMOD | Hybrid Evaluation for Distributed Iterative Matrix Computation. | Zihao Chen, Chen Xu, Juan Soto, Volker Markl, Weining Qian, Aoying Zhou |
| 2021 | SIGMOD | The Power of Nested Parallelism in Big Data Processing - Hitting Three Flies with One Slap -. | Gbor E. Gvay, Jorge-Arnulfo Quian-Ruiz, Volker Markl |
| 2021 | SIGMOD | Expand your Training Limits! Generating Training Data for ML-based Data Management. | Francesco Ventura, Zoi Kaoudi, Jorge-Arnulfo Quian-Ruiz, Volker Markl |
| 2020 | CIDR | The NebulaStream Platform for Data and Application Management in the Internet of Things. | Steffen Zeuch, Ankit Chaudhary, Bonaventura Del Monte, Haralampos Gavriilidis, Dimitrios Giouroukis, Philipp M. Grulich, Sebastian Bre, Jonas Traub, Volker Markl |
| 2020 | EDBT | Disco: Efficient Distributed Window Aggregation. | Lawrence Benson, Philipp M. Grulich, Steffen Zeuch, Volker Markl, Tilmann Rabl |
| 2020 | EDBT | Governor: Operator Placement for a Unified Fog-Cloud Environment. | Ankit Chaudhary, Steffen Zeuch, Volker Markl |
| 2020 | EDBT | Scaling a Public Transport Monitoring System to Internet of Things Infrastructures. | Haralampos Gavriilidis, Adrian Michalke, Laura Mons, Steffen Zeuch, Volker Markl |
| 2020 | EDBT | Towards Unsupervised Data Quality Validation on Dynamic Data. | Sergey Redyuk, Volker Markl, Sebastian Schelter |
| 2020 | SIGMOD | Optimizing Machine Learning Workloads in Collaborative Environments. | Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Ziawasch Abedjan, Tilmann Rabl, Volker Markl |
| 2020 | SIGMOD | Grizzly: Efficient Stream Processing Through Adaptive Query Compilation. | Philipp M. Grulich, Sebastian Bre, Steffen Zeuch, Jonas Traub, Janis von Bleichert, Zongxiong Chen, Tilmann Rabl, Volker Markl |
| 2020 | SIGMOD | Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects. | Clemens Lutz, Sebastian Bre, Steffen Zeuch, Tilmann Rabl, Volker Markl |
| 2020 | SIGMOD | Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines. | Bonaventura Del Monte, Steffen Zeuch, Tilmann Rabl, Volker Markl |
| 2020 | VLDB | Distributed Graph Analytics with Datalog Queries in Flink. | Muhammad Imran, Gbor E. Gvay, Volker Markl |
| 2019 | BTW | On-the-fly Reconfiguration of Query Plans for Stateful Stream Processing Engines. | Adrian Bartnik, Bonaventura Del Monte, Tilmann Rabl, Volker Markl |
| 2019 | BTW | An Overview of Hawk: A Hardware-Tailored Code Generator for the Heterogeneous Many Core Age. | Sebastian Bre, Henning Funke, Steffen Zeuch, Tilmann Rabl, Volker Markl |
| 2019 | BTW | Explanation of Air Pollution Using External Data Sources. | Mahdi Esmailoghli, Sergey Redyuk, Ricardo Martinez, Ziawasch Abedjan, Tilmann Rabl, Volker Markl |
| 2019 | BTW | A Comparison of Distributed Stream Processing Systems for Time Series Analysis. | Melissa Gehring, Marcela Charfuelan, Volker Markl |
| 2019 | DaMoN | Performance Analysis and Automatic Tuning of Hash Aggregation on GPUs. | Viktor Rosenfeld, Sebastian Bre, Steffen Zeuch, Tilmann Rabl, Volker Markl |
| 2019 | EDBT | Continuous Deployment of Machine Learning Pipelines. | Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Tilmann Rabl, Volker Markl |
| 2019 | EDBT | Resense: Transparent Record and Replay of Sensor Data in the Internet of Things. | Dimitrios Giouroukis, Julius Hlsmann, Janis von Bleichert, Morgan Geldenhuys, Tim Stullich, Felipe Oliveira Gutierrez, Jonas Traub, Kaustubh Beedkar, Volker Markl |
| 2019 | EDBT | Efficient Window Aggregation with General Stream Slicing. | Jonas Traub, Philipp M. Grulich, Alejandro Rodriguez Cuellar, Sebastian Bre, Asterios Katsifodimos, Tilmann Rabl, Volker Markl |
| 2019 | EDBT | Time Series Similarity Search for Streaming Data in Distributed Systems. | Ariane Ziehn, Marcela Charfuelan, Holmer Hemsen, Volker Markl |
| 2019 | ICDE | Multi-Dimensional Genomic Data Management for Region-Preserving Operations. | Olha Horlova, Abdulrahman Kaitoua, Volker Markl, Stefano Ceri |
| 2019 | ICDE | Muses: Distributed Data Migration System for Polystores. | Abdulrahman Kaitoua, Tilmann Rabl, Asterios Katsifodimos, Volker Markl |
| 2019 | IGARSS | Bigearthnet: A Large-Scale Benchmark Archive for Remote Sensing Image Understanding. | Gencer Sumbul, Marcela Charfuelan, Begm Demir, Volker Markl |
| 2019 | SIGMOD | AStream: Ad-hoc Shared Stream Processing. | Jeyhun Karimov, Tilmann Rabl, Volker Markl |
| 2019 | SIGMOD | Learning to Validate the Predictions of Black Box Machine Learning Models on Unseen Data. | Sergey Redyuk, Sebastian Schelter, Tammo Rukat, Volker Markl, Felix Biemann |
| 2018 | CLOUD | ScootR: Scaling R Dataframes on Dataflow Systems. | Andreas Kunft, Lukas Stadler, Daniele Bonetta, Cosmin Basca, Jens Meiners, Sebastian Bre, Tilmann Rabl, Juan Jos Fumero, Volker Markl |
| 2018 | DaMoN | Efficient k-means on GPUs. | Clemens Lutz, Sebastian Bre, Tilmann Rabl, Steffen Zeuch, Volker Markl |
| 2018 | EDBT | Efficient SIMD Vectorization for Hashing in OpenCL. | Tobias Behrens, Viktor Rosenfeld, Jonas Traub, Sebastian Bre, Volker Markl |
| 2018 | EDBT | Scalable Detection of Concept Drifts on Data Streams with Parallel Adaptive Windowing. | Philipp M. Grulich, Ren Saitenmacher, Jonas Traub, Sebastian Bre, Tilmann Rabl, Volker Markl |
| 2018 | ICDE | Benchmarking Distributed Stream Data Processing Systems. | Jeyhun Karimov, Tilmann Rabl, Asterios Katsifodimos, Roman Samarev, Henri Heiskanen, Volker Markl |
| 2018 | ICDE | Scotty: Efficient Window Aggregation for Out-of-Order Stream Processing. | Jonas Traub, Philipp Marian Grulich, Alejandro Rodriguez Cuellar, Sebastian Bre, Asterios Katsifodimos, Tilmann Rabl, Volker Markl |
| 2018 | SIGMOD | Pipelined Query Processing in Coprocessor Environments. | Henning Funke, Sebastian Bre, Stefan Noll, Volker Markl, Jens Teubner |
| 2017 | BTW | Emma in Action: Deklarative Datenflsse fr Skalierbare Datenanalyse. | Alexander Alexandrov, Georgi Krastev, Bernd Louis, Andreas Salzmann, Volker Markl |
| 2017 | BTW | Efficient Storage and Analysis of Genome Data in Databases. | Sebastian Dorok, Sebastian Bre, Jens Teubner, Horstfried Lpple, Gunter Saake, Volker Markl |
| 2017 | BTW | Gilbert: Declarative Sparse Linear Algebra on Massively Parallel Dataflow Systems. | Till Rohrmann, Sebastian Schelter, Tilmann Rabl, Volker Markl |
| 2017 | CLOUD | Optimized on-demand data streaming from sensor nodes. | Jonas Traub, Sebastian Bre, Tilmann Rabl, Asterios Katsifodimos, Volker Markl |
| 2017 | EDBT | STREAMLINE - Streamlined Analysis of Data at Rest and Data in Motion. | Philipp M. Grulich, Tilmann Rabl, Volker Markl, Csaba Istvn Sidl, Andrs A. Benczr |
| 2017 | EDBT | PROTEUS: Scalable Online Machine Learning for Predictive Analytics and Real-Time Interactive Visualization. | Bonaventura Del Monte, Jeyhun Karimov, Alireza Rezaei Mahdiraji, Tilmann Rabl, Volker Markl |
| 2017 | EDBT | I | Jonas Traub, Nikolaas Steenbergen, Philipp M. Grulich, Tilmann Rabl, Volker Markl |
| 2017 | ICDCS | Enabling Wide Area Data Analytics with Collaborative Distributed Processing Pipelines (CDPPs). | Anja Feldmann, Manfred Hauswirth, Volker Markl |
| 2017 | ICDE | Mosaics: Stratosphere, Flink and Beyond. | Volker Markl |
| 2017 | SIGMOD | Benchmarking Data Flow Systems for Scalable Machine Learning. | Christoph Boden, Andrea Spina, Tilmann Rabl, Volker Markl |
| 2016 | ACL | JEDI: Joint Entity and Relation Detection using Type Inference. | Johannes Kirschnick, Holmer Hemsen, Volker Markl |
| 2016 | CIKM | Cutty: Aggregate Sharing for User-Defined Windows. | Paris Carbone, Jonas Traub, Asterios Katsifodimos, Seif Haridi, Volker Markl |
| 2016 | ICDE | Efficient fault-tolerance for iterative graph processing on distributed dataflow systems. | Chen Xu, Markus Holzemer, Manohar Kaul, Volker Markl |
| 2016 | SIGIR | Semantification of Identifiers in Mathematics for Better Math Information Retrieval. | Moritz Schubotz, Alexey Grigorev, Marcus Leich, Howard S. Cohl, Norman Meuschke, Bela Gipp, Abdou S. Youssef, Volker Markl |
| 2016 | SIGMOD | Emma in Action: Declarative Dataflows for Scalable Data Analysis. | Alexander Alexandrov, Andreas Salzmann, Georgi Krastev, Asterios Katsifodimos, Volker Markl |
| 2016 | SIGMOD | Bridging the gap: towards optimization across linear and relational algebra. | Andreas Kunft, Alexander Alexandrov, Asterios Katsifodimos, Volker Markl |
| 2015 | BTW | Big Data-Zentren - Vorstellung und Panel. | Volker Markl, Erhard Rahm, Wolfgang Lehner, Michael Beigl, Thomas Seidl |
| 2015 | EDBT | Demonstrating Transfer-Efficient Sample Maintenance on Graphics Cards. | Max Heimel, Martin Kiefer, Volker Markl |
| 2015 | ICDE | Efficient sample generation for scalable meta learning. | Sebastian Schelter, Juan Soto, Volker Markl, Douglas Burdick, Berthold Reinwald, Alexandre V. Evfimievski |
| 2015 | SIGIR | Challenges of Mathematical Information Retrievalin the NTCIR-11 Math Wikipedia Task. | Moritz Schubotz, Abdou Youssef, Volker Markl, Howard S. Cohl |
| 2015 | SIGMOD | Implicit Parallelism through Deep Language Embedding. | Alexander Alexandrov, Andreas Kunft, Asterios Katsifodimos, Felix Schler, Lauritz Thamsen, Odej Kao, Tobias Herb, Volker Markl |
| 2015 | SIGMOD | Optimistic Recovery for Iterative Dataflows in Action. | Sergey Dudoladov, Chen Xu, Sebastian Schelter, Asterios Katsifodimos, Stephan Ewen, Kostas Tzoumas, Volker Markl |
| 2015 | SIGMOD | Self-Tuning, GPU-Accelerated Kernel Density Models for Multidimensional Selectivity Estimation. | Max Heimel, Martin Kiefer, Volker Markl |
| 2015 | VLDB | The Operator Variant Selection Problem on Heterogeneous Hardware. | Viktor Rosenfeld, Max Heimel, Christoph Viebig, Volker Markl |
| 2014 | EDBT | Demonstrating Self-Learning Algorithm Adaptivity in a Hardware-Oblivious Database Engine. | Max Heimel, Filip Haase, Martin Meinke, Sebastian Bre, Michael Saecker, Volker Markl |
| 2014 | GI | Breaking the Chains: On Declarative Analysis and Independence in the Big Data Era. | Volker Markl |
| 2014 | SIGMOD | Asymmetry in Large-Scale Graph Analysis, Explained. | Vasiliki Kalavri, Stephan Ewen, Kostas Tzoumas, Vladimir Vlassov, Volker Markl, Seif Haridi |
| 2014 | SIGMOD | Demonstrating efficient query processing in heterogeneous environments. | Tomas Karnagel, Matthias Hille, Mario Ludwig, Dirk Habich, Wolfgang Lehner, Max Heimel, Volker Markl |
| 2013 | BTW | Applying Stratosphere for Big Data Analytics. | Marcus Leich, Jochen Adamek, Moritz Schubotz, Arvid Heise, Astrid Rheinlnder, Volker Markl |
| 2013 | CIKM | "All roads lead to Rome": optimistic recovery for distributed iterative data processing. | Sebastian Schelter, Stephan Ewen, Kostas Tzoumas, Volker Markl |
| 2013 | ICDE | Peeking into the optimization of data flow programs with MapReduce-style UDFs. | Fabian Hueske, Mathias Peters, Aljoscha Krettek, Matthias Ringwald, Kostas Tzoumas, Volker Markl, Johann-Christoph Freytag |
| 2013 | RecSys | Distributed matrix factorization with mapreduce using a series of broadcast-joins. | Sebastian Schelter, Christoph Boden, Martin Schenck, Alexander Alexandrov, Volker Markl |
| 2013 | WWW | Large-scale social-media analytics on stratosphere. | Christoph Boden, Marcel Karnstedt, Miriam Fernndez, Volker Markl |
| 2013 | SIGMOD | Issues in big data testing and benchmarking. | Alexander Alexandrov, Christoph Brcke, Volker Markl |
| 2013 | SIGMOD | Iterative parallel data processing with stratosphere: an inside look. | Stephan Ewen, Sebastian Schelter, Kostas Tzoumas, Daniel Warneke, Volker Markl |
| 2012 | ICDE | Correlation Support for Risk Evaluation in Databases. | Katrin Eisenreich, Jochen Adamek, Philipp Rsch, Volker Markl, Gregor Hackenbroich |
| 2012 | RecSys | Scalable similarity-based neighborhood methods with MapReduce. | Sebastian Schelter, Christoph Boden, Volker Markl |
| 2012 | VLDB | A First Step Towards GPU-assisted Query Optimization. | Max Heimel, Volker Markl |
| 2011 | BTW | Operators for Analyzing and Modifying Probabilistic Data - A Question of Efficiency. | Jochen Adamek, Katrin Eisenreich, Volker Markl, Philipp Rsch |
| 2011 | BTW | MapReduce and PACT - Comparing Data Parallel Programming Models. | Alexander Alexandrov, Stephan Ewen, Max Heimel, Fabian Hueske, Odej Kao, Volker Markl, Erik Nijkamp, Daniel Warneke |
| 2011 | COMAD | Information Management in the Cloud - Parallel Dataflow Programming Beyond Map/Reduce. | Volker Markl |
| 2011 | SIGMOD | Tractor pulling on data warehouses. | Martin L. Kersten, Alfons Kemper, Volker Markl, Anisoara Nica, Meikel Poess, Kai-Uwe Sattler |
| 2010 | CLOUD | Nephele/PACTs: a programming model and execution framework for web-scale analytical processing. | Dominic Battr, Stephan Ewen, Fabian Hueske, Odej Kao, Volker Markl, Daniel Warneke |
| 2010 | ICDE | Cloudy skies for data management. | David Campbell, Brian Cooper, Dean Jacobs, Ashok Joshi, Volker Markl, Srinivas Narayanan |
| 2009 | BTW | A Bayesian Approach to Estimating the Selectivity of Conjunctive Predicates. | Max Heimel, Volker Markl, Keshava Murthy |
| 2008 | SIGMOD | Damia: data mashups for intranet applications. | David E. Simmen, Mehmet Altinel, Volker Markl, Sriram Padmanabhan, Ashutosh Singh |
| 2007 | BTW | Integrating Query-Feedback Based Statistics into Informix Dynamic Server. | Alexander Behm, Volker Markl, Peter J. Haas, Keshava Murthy |
| 2007 | CIDR | Impliance: A Next Generation Information Management Appliance. | Bishwaranjan Bhattacharjee, Joseph S. Glider, Richard A. Golding, Guy M. Lohman, Volker Markl, Hamid Pirahesh, Jun Rao, Robert M. Rees, Garret Swart |
| 2007 | ICDE | Collecting and Maintaining Just-in-Time Statistics. | Amr El-Helw, Ihab F. Ilyas, Wing Lau, Volker Markl, Calisto Zuzarte |
| 2007 | ICDE | Adaptively Reordering Joins during Query Execution. | Quanzhong Li, Minglong Shao, Volker Markl, Kevin S. Beyer, Latha S. Colby, Guy M. Lohman |
| 2007 | SIGMOD | Progressive optimization in a shared-nothing parallel database. | Wook-Shin Han, Jack Ng, Volker Markl, Holger Kache, Mokhtar Kandil |
| 2007 | VLDB | DAMIA - A Data Mashup Fabric for Intranet Applications. | Mehmet Altinel, Paul Brown, Susan Cline, Rajesh Kartha, Eric Louie, Volker Markl, Louis Mau, Yip-Hing Ng, David E. Simmen, Ashutosh Singh |
| 2007 | VLDB | Detecting Attribute Dependencies from Query Feedback. | Peter J. Haas, Fabian Hueske, Volker Markl |
| 2007 | VLDB | An Approach to Optimize Data Processing in Business Processes. | Marko Vrhovnik, Holger Schwarz, Oliver Suhre, Bernhard Mitschang, Volker Markl, Albert Maier, Tobias Kraft |
| 2006 | EDBT | Progressive Query Optimization for Federated Queries. | Stephan Ewen, Holger Kache, Volker Markl, Vijayshankar Raman |
| 2006 | EDBT | Integrating a Maximum-Entropy Cardinality Estimator into DB2 UDB. | Marcel Kutsch, Peter J. Haas, Volker Markl, Nimrod Megiddo, Tam Minh Tran |
| 2006 | ICDE | ISOMER: Consistent Histogram Construction Using Query Feedback. | Utkarsh Srivastava, Peter J. Haas, Volker Markl, Marcel Kutsch, Tam Minh Tran |
| 2006 | IDEAS | An inside analysis of a genetic-programming based optimizer. | Victor Munts-Mulero, Josep Llus Larriba-Pey, Josep Aguilar-Saborit, Calisto Zuzarte, Volker Markl |
| 2006 | SIGMOD | MAXENT: consistent cardinality estimation in action. | Volker Markl, Marcel Kutsch, Tam Minh Tran, Peter J. Haas, Nimrod Megiddo |
| 2006 | VLDB | POP/FED: Progressive Query Optimization for Federated Queries in DB2. | Holger Kache, Wook-Shin Han, Volker Markl, Vijayshankar Raman, Stephan Ewen |
| 2005 | BTW | A Learning Optimizer for a Federated Database Management System. | Stephan Ewen, Michael Ortega-Binderberger, Volker Markl |
| 2005 | SIGMOD | Automated statistics collection in action. | Peter J. Haas, Mokhtar Kandil, Alberto Lerner, Volker Markl, Ivan Popivanov, Vijayshankar Raman, Daniel C. Zilio |
| 2005 | VLDB | Consistently Estimating the Selectivity of Conjuncts of Predicates. | Volker Markl, Nimrod Megiddo, Marcel Kutsch, Tam Minh Tran, Peter J. Haas, Utkarsh Srivastava |
| 2004 | SIGMOD | CORDS: Automatic Discovery of Correlations and Soft Functional Dependencies. | Ihab F. Ilyas, Volker Markl, Peter J. Haas, Paul Brown, Ashraf Aboulnaga |
| 2004 | SIGMOD | Robust Query Processing through Progressive Optimization. | Volker Markl, Vijayshankar Raman, David E. Simmen, Guy M. Lohman, Hamid Pirahesh |
| 2004 | VLDB | Automated Statistics Collection in DB2 UDB. | Ashraf Aboulnaga, Peter J. Haas, Sam Lightstone, Guy M. Lohman, Volker Markl, Ivan Popivanov, Vijayshankar Raman |
| 2004 | VLDB | CORDS: Automatic Generation of Correlation Statistics in DB2. | Ihab F. Ilyas, Volker Markl, Peter J. Haas, Paul G. Brown, Ashraf Aboulnaga |
| 2004 | VLDB | Progressive Optimization in Action. | Vijayshankar Raman, Volker Markl, David E. Simmen, Guy M. Lohman, Hamid Pirahesh |
| 2003 | BTW | Transbase: a Leading-edge ROLAP Engine Supporting Multidimensional Indexing and Hierarchy Clustering. | Roland Pieringer, Klaus Elhardt, Frank Ramsak, Volker Markl, Robert Fenk, Rudolf Bayer |
| 2003 | ICDE | Combining Hierarchy Encoding and Pre-Grouping: Intelligent Grouping in Star Join Processing. | Roland Pieringer, Klaus Elhardt, Frank Ramsak, Volker Markl, Robert Fenk, Rudolf Bayer, Nikos Karayannidis, Aris Tsois, Timos K. Sellis |
| 2002 | IDEAS | Interval Processing with the UB-Tree. | Robert Fenk, Volker Markl, Rudolf Bayer |
| 2002 | SIGMOD | Learning table access cardinalities with LEO. | Volker Markl, Guy M. Lohman |
| 2002 | VLDB | Processing Star Queries on Hierarchically-Clustered Fact Tables. | Nikos Karayannidis, Aris Tsois, Timos K. Sellis, Roland Pieringer, Volker Markl, Frank Ramsak, Robert Fenk, Klaus Elhardt, Rudolf Bayer |
| 2001 | ICDE | The Transbase Hypercube RDBMS: Multidimensional Indexing of Relational Tables. | Volker Markl, Frank Ramsak, Roland Pieringer, Robert Fenk, Klaus Elhardt, Rudolf Bayer |
| 2001 | IDEAS | Interactive ROLAP on Large Datasets: A Case Study with UB-Trees. | Frank Ramsak, Volker Markl, Robert Fenk, Rudolf Bayer, Thomas Ruf |
| 2001 | IDEAS | Exploitation of Pre-sortedness for Sorting in Query Processing: The TempTris-Algorithm for UB-Trees. | Martin Zirkel, Volker Markl, Rudolf Bayer |
| 2001 | VLDB | LEO - DB2's LEarning Optimizer. | Michael Stillger, Guy M. Lohman, Volker Markl, Mokhtar Kandil |
| 2000 | IDEAS | Bulk Loading a Data Warehouse Built Upon a UB-Tree. | Robert Fenk, Akihiko Kawakami, Volker Markl, Rudolf Bayer, Shunji Osaki |
| 2000 | IDEAS | A Cost Function for Uniformly Partitioned UB-Trees. | Volker Markl, Rudolf Bayer |
| 2000 | VLDB | Integrating the UB-Tree into a Database System Kernel. | Frank Ramsak, Volker Markl, Robert Fenk, Martin Zirkel, Klaus Elhardt, Rudolf Bayer |
| 1999 | ICDE | Processing Operations with Restrictions in RDBMS without External Sorting: The Tetris Algorithm. | Volker Markl, Martin Zirkel, Rudolf Bayer |
| 1999 | IDEAS | Improving OLAP Performance by Multidimensional Hierarchical Clustering. | Volker Markl, Frank Ramsak, Rudolf Bayer |