Volker Markl

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 197

Top Venues

Publications

Anastasiia Kozar, Bonaventura Del Monte, Steffen Zeuch, Volker Markl
Fault Tolerance Placement in the Internet of Things. Proc. ACM Manag. Data 2 (3) (2024)
Kai Norman Clasen, Leonard W. Hackel, Tom Burgert, Gencer Sumbul, Begüm Demir, Volker Markl
reBEN: Refined BigEarthNet Dataset for Remote Sensing Image Analysis. CoRR (2024)
Steffen Zeuch, Ankit Chaudhary, Viktor Rosenfeld, Taha Tekdogan, Adrian Michalke, Matthis Gördel, Ariane Ziehn, Volker Markl
Using and Enhancing NebulaStream - A Tutorial. DEBS (2024)
Dwi P. A. Nugroho, Philipp M. Grulich, Steffen Zeuch, Clemens Lutz, Stefano Bortoli, Volker Markl
Benchmarking Stream Join Algorithms on GPUs: A Framework and its Application to the State-of-the-art. EDBT (2024)
Xenofon Chatziliadis, Eleni Tzirita Zacharatou, Alphan Eracar, Steffen Zeuch, Volker Markl
Efficient Placement of Decomposable Aggregation Functions for Stream Processing over Large Geo-Distributed Topologies. Proc. VLDB Endow. 17 (6) (2024)
Serafeim Papadias, Zoi Kaoudi, Varun Pandey, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
Counting Butterflies in Fully Dynamic Bipartite Graph Streams. ICDE (2024)
Gereon Dusella, Haralampos Gavriilidis, Laert Nuhu, Volker Markl, Eleni Tzirita Zacharatou
Multi-Backend Zonal Statistics Execution with Raven. SIGMOD Conference Companion (2024)
Volker Markl
NebulaStream - Data Stream Processing in Massively Distributed, Heterogeneous, Volatile Environments. DEBS (2024)
Sergey Redyuk, Zoi Kaoudi, Sebastian Schelter, Volker Markl
Assisted design of data science pipelines. VLDB J. 33 (4) (2024)
Ariane Ziehn, Philipp M. Grulich, Steffen Zeuch, Volker Markl
Bridging the Gap: Complex Event Processing on Stream Processing Systems. EDBT (2024)
Rama Widyadhana Bhagaskoro, Volker Markl, Zoi Kaoudi
Evaluation of Sampling Methods for Discovering Facts from Knowledge Graph Embeddings. EDBT (2024)
Shuhao Zhang, Juan Soto, Volker Markl
A survey on transactional stream processing. VLDB J. 33 (2) (2024)
David Justen, Daniel Ritter, Campbell Fraser, Andrew Lamb, Nga Tran, Allison Lee, Thomas Bodner, Mhd Yamen Haddad, Steffen Zeuch, Volker Markl, Matthias Boehm
POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance. Proc. VLDB Endow. 17 (6) (2024)
Philipp M. Grulich, Aljoscha P. Lepping, Dwi P. A. Nugroho, Varun Pandey, Bonaventura Del Monte, Steffen Zeuch, Volker Markl
Query Compilation Without Regrets. Proc. ACM Manag. Data 2 (3) (2024)
Juliane Verwiebe, Philipp M. Grulich, Jonas Traub, Volker Markl
Correction to: Survey of window types for aggregation in stream processing systems. VLDB J. 33 (1) (2024)
Kajetan Jeremi Maliszewski, Tilman Dietzel, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
TeeBench: Seamless Benchmarking in Trusted Execution Environments. SIGMOD Conference Companion (2023)
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
Artificial intelligence to advance Earth observation: a perspective. CoRR (2023)
Kajetan Jeremi Maliszewski, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
Cracking-Like Join for Trusted Execution Environments. Proc. VLDB Endow. 16 (9) (2023)
Yancan Mao, Jianjun Zhao, Zhonghao Yang, Shuhao Zhang, Haikun Liu, Volker Markl
MorphStream: Scalable Processing of Transactions over Streams on Multicores. CoRR (2023)
Haralampos Gavriilidis, Kaustubh Beedkar, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
In-Situ Cross-Database Query Processing. ICDE (2023)
Kaustubh Beedkar, Bertty Contreras-Rojas, Haralampos Gavriilidis, Zoi Kaoudi, Volker Markl, Rodrigo Pardo-Meza, Jorge-Arnulfo Quiané-Ruiz
Apache Wayang: A Unified Data Analytics Framework. SIGMOD Rec. 52 (3) (2023)
Yordan Grigorov, Haralampos Gavriilidis, Sergey Redyuk, Kaustubh Beedkar, Volker Markl
P2D: A Transpiler Framework for Optimizing Data Science Pipelines. DEEM@SIGMOD (2023)
David Burrell, Xenofon Chatziliadis, Eleni Tzirita Zacharatou, Steffen Zeuch, Volker Markl
Workload Prediction for IoT Data Management Systems. BTW (2023)
Juliane Verwiebe, Philipp M. Grulich, Jonas Traub, Volker Markl
Survey of window types for aggregation in stream processing systems. VLDB J. 32 (5) (2023)
Alexander Renz-Wieland, Andreas Kieslinger, Robert Gericke, Rainer Gemulla, Zoi Kaoudi, Volker Markl
Good Intentions: Adaptive Parameter Management via Intent Signaling. CIKM (2023)
Martin Kiefer, Ilias Poulakis, Eleni Tzirita Zacharatou, Volker Markl
Optimistic Data Parallelism for FPGA-Accelerated Sketching. Proc. VLDB Endow. 16 (5) (2023)
Haralampos Gavriilidis, Leonhard Rose, Joel Ziegler, Kaustubh Beedkar, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
XDB in Action: Decentralized Cross-Database Query Processing for Black-Box DBMSes. Proc. VLDB Endow. 16 (12) (2023)
Xiao Li, Huan Li, Hua Lu, Christian S. Jensen, Varun Pandey, Volker Markl
Missing Value Imputation for Multi-attribute Sensor Data Streams via Message Propagation. Proc. VLDB Endow. 17 (3) (2023)
Yancan Mao, Jianjun Zhao, Shuhao Zhang, Haikun Liu, Volker Markl
MorphStream: Adaptive Scheduling for Scalable Transactional Stream Processing on Multicores. Proc. ACM Manag. Data 1 (1) (2023)
Nils L. Schubert, Philipp M. Grulich, Steffen Zeuch, Volker Markl
Exploiting Access Pattern Characteristics for Join Reordering. DaMoN (2023)
Ankit Chaudhary, Steffen Zeuch, Volker Markl, Jeyhun Karimov
Incremental Stream Query Merging. EDBT (2023)
Henriette Behr, Volker Markl, Zoi Kaoudi
Learn What Really Matters: A Learning-to-Rank Approach for ML-based Query Optimization. BTW (2023)
Aljoscha P. Lepping, Hoang Mi Pham, Laura Mons, Balint Rueb, Philipp M. Grulich, Ankit Chaudhary, Steffen Zeuch, Volker Markl
Showcasing Data Management Challenges for Future IoT Applications with NebulaStream. Proc. VLDB Endow. 16 (12) (2023)
Varun Pandey, Alexander van Renen, Eleni Tzirita Zacharatou, Andreas Kipf, Ibrahim Sabek, Jialin Ding, Volker Markl, Alfons Kemper
Enhancing In-Memory Spatial Indexing with Learned Search. CoRR (2023)
Haralampos Gavriilidis, Felix Henze, Eleni Tzirita Zacharatou, Volker Markl
SheetReader: Efficient Specialized Spreadsheet Parsing. Inf. Syst. 115 (2023)
Philipp M. Grulich, Aljoscha P. Lepping, Dwi Prasetyo Adi Nugroho, Varun Pandey, Bonaventura Del Monte, Steffen Zeuch, Volker Markl
Towards Unifying Query Interpretation and Compilation. CIDR (2023)
Serafeim Papadias, Zoi Kaoudi, Varun Pandey, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
Counting Butterflies in Fully Dynamic Bipartite Graph Streams. CoRR (2023)
Lennart Behme, Saravanan Thirumuruganathan, Alireza Rezaei Mahdiraji, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
The Art of Losing to Win: Using Lossy Image Compression to Improve Data Loading in Deep Learning Pipelines. ICDE (2023)
Viktor Rosenfeld, Sebastian Breß, Volker Markl
Query Processing on Heterogeneous CPU/GPU Systems. ACM Comput. Surv. 55 (2) (2023)
Philipp M. Grulich, Steffen Zeuch, Volker Markl
Towards Efficient and Secure UDF Execution with BabelfishLib (Lightning Talk). VLDB Workshops (2023)
Anh Duc Vu, Christos Tsigkanos, Jorge-Arnulfo Quiané-Ruiz, Volker Markl, Timo Kehrer
On Irregularity Localization for Scientific Data Analysis Workflows. ICCS (1) (2023)
Xiao Li, Huan Li, Hua Lu, Christian S. Jensen, Varun Pandey, Volker Markl
Missing Value Imputation for Multi-attribute Sensor Data Streams via Message Propagation (Extended Version). CoRR (2023)
Ahmet Kerem Aksoy, Pavel Dushev, Eleni Tzirita Zacharatou, Holmer Hemsen, Marcela Charfuelan, Jorge-Arnulfo Quiané-Ruiz, Begüm Demir, Volker Markl
Satellite Image Search in AgoraEO. CoRR (2022)
Marcellus Prama Saputra, Eleni Tzirita Zacharatou, Serafeim Papadias, Volker Markl
In-Place Updates in Tree-Encoded Bitmaps. SSDBM (2022)
Robin Van De Water, Francesco Ventura, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
DataFarm: Farm Your ML-based Query Optimizer's Food! - Human-Guided Training Data Generation -. CIDR (2022)
Clemens Lutz, Sebastian Breß, Steffen Zeuch, Tilmann Rabl, Volker Markl
Triton Join: Efficiently Scaling to a Large Join State on GPUs with Fast Interconnects. SIGMOD Conference (2022)
Felix Henze, Haralampos Gavriilidis, Eleni Tzirita Zacharatou, Volker Markl
Efficient Specialized Spreadsheet Parsing for Data Science. CoRR (2022)
Alexander Renz-Wieland, Rainer Gemulla, Zoi Kaoudi, Volker Markl
NuPS: A Parameter Server for Machine Learning with Non-Uniform Parameter Access. SIGMOD Conference (2022)
Ariane Ziehn, Christian Mandel, Kathrin Stich, Rolf Dembinski, Karin Hochbaum, Steffen Zeuch, Volker Markl
IoT-PMA: Patient Health Monitoring in Medical IoT Ecosystems. Open J. Internet Things 8 (1) (2022)
Serafeim Papadias, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
Space-Efficient Random Walks on Streaming Graphs. Proc. VLDB Endow. 16 (2) (2022)
Volker Markl, Alexander Borusan, Theo Härder
Editorial. Datenbank-Spektrum 22 (2) (2022)
Bonaventura Del Monte, Steffen Zeuch, Tilmann Rabl, Volker Markl
Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines [Abstract]. LWDA (2022)
Bonaventura Del Monte, Steffen Zeuch, Tilmann Rabl, Volker Markl
Rethinking Stateful Stream Processing with RDMA. SIGMOD Conference (2022)
Steffen Zeuch, Xenofon Chatziliadis, Ankit Chaudhary, Dimitrios Giouroukis, Philipp M. Grulich, Dwi Prasetyo Adi Nugroho, Ariane Ziehn, Volker Markl
NebulaStream: Data Management for the Internet of Things. Datenbank-Spektrum 22 (2) (2022)
Robin Van De Water, Francesco Ventura, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
Farming Your ML-based Query Optimizer's Food. ICDE (2022)
Serafeim Papadias, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
Space-Efficient Random Walks on Streaming Graphs. CoRR (2022)
Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Zoi Kaoudi, Tilmann Rabl, Volker Markl
Materialization and Reuse Optimizations for Production Data Science Pipelines. SIGMOD Conference (2022)
Juliane Verwiebe, Philipp M. Grulich, Jonas Traub, Volker Markl
Algorithms for Windowed Aggregations and Joins on Distributed Stream Processing Systems. Datenbank-Spektrum 22 (2) (2022)
Kaustubh Beedkar, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
Navigating Compliance with Data Transfers in Federated Data Processing. IEEE Data Eng. Bull. 45 (1) (2022)
Muhammad Imran, Gábor E. Gévay, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
Fast datalog evaluation for batch and stream graph processing. World Wide Web 25 (2) (2022)
Shuhao Zhang, Juan Soto, Volker Markl
A Survey on Transactional Stream Processing. CoRR (2022)
Zoi Kaoudi, Abelardo Carlos Martinez Lorenzo, Volker Markl
Towards Loosely-Coupling Knowledge Graph Embeddings and Ontology-based Reasoning. CoRR (2022)
Gábor E. Gévay, Juan Soto, Volker Markl
Handling Iterations in Distributed Dataflow Systems. ACM Comput. Surv. 54 (9) (2022)
Felix Henze, Haralampos Gavriilidis, Eleni Tzirita Zacharatou, Volker Markl
Efficient Specialized Spreadsheet Parsing for Data Science. DOLAP (2022)
Ahmet Kerem Aksoy, Pavel Dushev, Eleni Tzirita Zacharatou, Holmer Hemsen, Marcela Charfuelan, Jorge-Arnulfo Quiané-Ruiz, Begüm Demir, Volker Markl
Satellite Image Search in AgoraEO. Proc. VLDB Endow. 15 (12) (2022)
Alexander Renz-Wieland, Andreas Kieslinger, Robert Gericke, Rainer Gemulla, Zoi Kaoudi, Volker Markl
Good Intentions: Adaptive Parameter Servers via Intent Signaling. CoRR (2022)
Gábor E. Gévay, Tilmann Rabl, Sebastian Breß, Lorand Madai-Tahy, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
Imperative or Functional Control Flow Handling: Why not the Best of Both Worlds? SIGMOD Rec. 51 (1) (2022)
Daniel Abadi, Anastasia Ailamaki, David G. Andersen, Peter Bailis, Magdalena Balazinska, Philip A. Bernstein, Peter A. 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
The Seattle report on database research. Commun. ACM 65 (8) (2022)
Volker Markl
Making Learned Query Optimization Practical: A Technical Perspective. SIGMOD Rec. 51 (1) (2022)
Sergey Redyuk, Zoi Kaoudi, Sebastian Schelter, Volker Markl
DORIAN in action: Assisted Design of Data Science Pipelines. Proc. VLDB Endow. 15 (12) (2022)
Haralampos Gavriilidis, Lennart Behme, Sokratis Papadopoulos, Stefano Bortoli, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
Towards a Modular Data Management System Framework. CDMS@VLDB (2022)
Alexander Renz-Wieland, Tobias Drobisch, Zoi Kaoudi, Rainer Gemulla, Volker Markl
Just Move It! Dynamic Parameter Allocation in Action. Proc. VLDB Endow. 14 (12) (2021)
Shuhao Zhang, Yancan Mao, Jiong He, Philipp M. Grulich, Steffen Zeuch, Bingsheng He, Richard T. B. Ma, Volker Markl
Parallelizing Intra-Window Join on Multicores: An Experimental Study. SIGMOD Conference (2021)
Ioannis Prapas, Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Volker Markl
Continuous Training and Deployment of Deep Learning Models. Datenbank-Spektrum 21 (3) (2021)
Gencer Sumbul, Arne de Wall, Tristan Kreuziger, Filipe Marcelino, Hugo Costa, Pedro Benevides, Mario Caetano, Begüm Demir, Volker Markl
BigEarthNet-MM: A Large Scale Multi-Modal Multi-Label Benchmark Archive for Remote Sensing Image Classification and Retrieval. CoRR (2021)
Dimitrios Giouroukis, Johannes Jestram, Steffen Zeuch, Volker Markl
Streaming Data through the IoT via Actor-Based Semantic Routing Trees. Open J. Internet Things 7 (1) (2021)
Francesco Ventura, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
Expand your Training Limits! Generating Training Data for ML-based Data Management. SIGMOD Conference (2021)
Elena Beatriz Ouro Paz, Eleni Tzirita Zacharatou, Volker Markl
Towards Resilient Data Management for the Internet of Moving Things. BTW (2021)
Kaustubh Beedkar, David Brekardin, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
Compliant Geo-distributed Data Processing in Action. Proc. VLDB Endow. 14 (12) (2021)
Julius Hülsmann, Chiao-Yun Li, Jonas Traub, Volker Markl
Automatic Tuning of Read-Time Tolerances for Optimized On-Demand Data-Streaming from Sensor Nodes. EDBT (2021)
Volker Markl
Database Systems and Information Management: Trends and a Vision. DATA (2021)
Sergey Redyuk, Zoi Kaoudi, Volker Markl, Sebastian Schelter
Automating Data Quality Validation for Dynamic Data Ingestion. EDBT (2021)
Alexander Renz-Wieland, Rainer Gemulla, Zoi Kaoudi, Volker Markl
Replicate or Relocate? Non-Uniform Access in Parameter Servers. CoRR (2021)
Xenofon Chatziliadis, Eleni Tzirita Zacharatou, Steffen Zeuch, Volker Markl
Monitoring of Stream Processing Engines Beyond the Cloud: An Overview. Open J. Internet Things 7 (1) (2021)
Kajetan Jeremi Maliszewski, Jorge-Arnulfo Quiané-Ruiz, Jonas Traub, Volker Markl
What Is the Price for Joining Securely? Benchmarking Equi-Joins in Trusted Execution Environments. Proc. VLDB Endow. 15 (3) (2021)
Kaustubh Beedkar, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
Compliant Geo-distributed Query Processing. SIGMOD Conference (2021)
Eleni Tzirita Zacharatou, Andreas Kipf, Ibrahim Sabek, Varun Pandey, Harish Doraiswamy, Volker Markl
The Case for Distance-Bounded Spatial Approximations. CIDR (2021)
Philipp Marian Grulich, Steffen Zeuch, Volker Markl
Babelfish: Efficient Execution of Polyglot Queries. Proc. VLDB Endow. 15 (2) (2021)
Adrian Michalke, Philipp M. Grulich, Clemens Lutz, Steffen Zeuch, Volker Markl
An Energy-Efficient Stream Join for the Internet of Things. DaMoN (2021)
Gábor E. Gévay, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
The Power of Nested Parallelism in Big Data Processing - Hitting Three Flies with One Slap -. SIGMOD Conference (2021)
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
The Collaborative Research Center FONDA. Datenbank-Spektrum 21 (3) (2021)
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
ExDRa: Exploratory Data Science on Federated Raw Data. SIGMOD Conference (2021)
Gábor E. Gévay, Tilmann Rabl, Sebastian Breß, Lorand Madai-Tahy, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
Efficient Control Flow in Dataflow Systems: When Ease-of-Use Meets High Performance. ICDE (2021)
Zihao Chen, Zhizhen Xu, Chen Xu, Juan Soto, Volker Markl, Weining Qian, Aoying Zhou
HyMAC: A Hybrid Matrix Computation System. Proc. VLDB Endow. 14 (12) (2021)
Zihao Chen, Chen Xu, Juan Soto, Volker Markl, Weining Qian, Aoying Zhou
Hybrid Evaluation for Distributed Iterative Matrix Computation. SIGMOD Conference (2021)
Jonas Traub, Philipp Marian Grulich, Alejandro Rodriguez Cuellar, Sebastian Breß, Asterios Katsifodimos, Tilmann Rabl, Volker Markl
Scotty: General and Efficient Open-source Window Aggregation for Stream Processing Systems. ACM Trans. Database Syst. 46 (1) (2021)
Alexander Kumaigorodski, Clemens Lutz, Volker Markl
Fast CSV Loading Using GPUs and RDMA for In-Memory Data Processing. BTW (2021)
Rudi Poepsel Lemaitre, Martin Kiefer, Joscha Von Hein, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
In the Land of Data Streams where Synopses are Missing, One Framework to Bring Them All. Proc. VLDB Endow. 14 (10) (2021)
Felipe Oliveira Gutierrez, Kaustubh Beedkar, Abel Souza, Volker Markl
AdCom: Adaptive Combiner for Streaming Aggregations. EDBT (2021)
Abdulrahman Kaitoua, Tilmann Rabl, Volker Markl
A distributed data exchange engine for polystores. it Inf. Technol. 62 (3-4) (2020)

Volker Markl.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Volker Markl