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ORCIDVolker Markl
Person information
- affiliation: German Research Center for Artificial Intelligence (DFKI), Berlin, Germany
- affiliation: TU Berlin, Institute of Software Engineering and Theoretical Computer Science, Germany
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2020 – today
- 2023
[j88]Viktor Rosenfeld
, Sebastian Breß, Volker Markl:
Query Processing on Heterogeneous CPU/GPU Systems. ACM Comput. Surv. 55(2): 11:1-11:38 (2023)- [j87]Haralampos Gavriilidis, Felix Henze, Eleni Tzirita Zacharatou, Volker Markl:
SheetReader: Efficient Specialized Spreadsheet Parsing. Inf. Syst. 115: 102183 (2023) - [j86]Martin Kiefer, Ilias Poulakis, Eleni Tzirita Zacharatou, Volker Markl:
Optimistic Data Parallelism for FPGA-Accelerated Sketching. Proc. VLDB Endow. 16(5): 1113-1125 (2023) - [c171]Henriette Behr, Volker Markl, Zoi Kaoudi:
Learn What Really Matters: A Learning-to-Rank Approach for ML-based Query Optimization. BTW 2023: 535-554 - [c170]David Burrell, Xenofon Chatziliadis, Eleni Tzirita Zacharatou, Steffen Zeuch, Volker Markl:
Workload Prediction for IoT Data Management Systems. BTW 2023: 943-950 - [c169]Ankit Chaudhary, Steffen Zeuch, Volker Markl, Jeyhun Karimov:
Incremental Stream Query Merging. EDBT 2023: 604-617 - [i27]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 abs/2305.08413 (2023) - 2022
- [j85]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): 72-79 (2022) - [j84]Gábor E. Gévay, Juan Soto, Volker Markl:
Handling Iterations in Distributed Dataflow Systems. ACM Comput. Surv. 54(9): 199:1-199:38 (2022) - [j83]Volker Markl, Alexander Borusan, Theo Härder:
Editorial. Datenbank-Spektrum 22(2): 95-98 (2022) - [j82]Juliane Verwiebe, Philipp M. Grulich, Jonas Traub, Volker Markl:
Algorithms for Windowed Aggregations and Joins on Distributed Stream Processing Systems. Datenbank-Spektrum 22(2): 99-107 (2022) - [j81]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): 131-141 (2022) - [j80]Kaustubh Beedkar, Jorge-Arnulfo Quiané-Ruiz, Volker Markl:
Navigating Compliance with Data Transfers in Federated Data Processing. IEEE Data Eng. Bull. 45(1): 50-61 (2022) - [j79]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): 20-31 (2022) - [j78]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): 3646-3649 (2022) - [j77]Sergey Redyuk, Zoi Kaoudi, Sebastian Schelter, Volker Markl:
DORIAN in action: Assisted Design of Data Science Pipelines. Proc. VLDB Endow. 15(12): 3714-3717 (2022) - [j76]Serafeim Papadias, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl:
Space-Efficient Random Walks on Streaming Graphs. Proc. VLDB Endow. 16(2): 356-368 (2022) - [j75]Volker Markl:
Making Learned Query Optimization Practical: A Technical Perspective. SIGMOD Rec. 51(1): 5 (2022) - [j74]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): 60-67 (2022) - [j73]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): 971-1003 (2022) - [c168]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 - [c167]Felix Henze, Haralampos Gavriilidis, Eleni Tzirita Zacharatou, Volker Markl:
Efficient Specialized Spreadsheet Parsing for Data Science. DOLAP 2022: 41-50 - [c166]Robin Van De Water, Francesco Ventura, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl:
Farming Your ML-based Query Optimizer's Food. ICDE 2022: 3186-3189 - [c165]Bonaventura Del Monte, Steffen Zeuch, Tilmann Rabl, Volker Markl:
Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines [Abstract]. LWDA 2022: 6-7 - [c164]Alexander Renz-Wieland, Rainer Gemulla, Zoi Kaoudi, Volker Markl:
NuPS: A Parameter Server for Machine Learning with Non-Uniform Parameter Access. SIGMOD Conference 2022: 481-495 - [c163]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: 1017-1032 - [c162]Bonaventura Del Monte, Steffen Zeuch, Tilmann Rabl, Volker Markl:
Rethinking Stateful Stream Processing with RDMA. SIGMOD Conference 2022: 1078-1092 - [c161]Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Zoi Kaoudi, Tilmann Rabl, Volker Markl:
Materialization and Reuse Optimizations for Production Data Science Pipelines. SIGMOD Conference 2022: 1962-1976 - [c160]Marcellus Prama Saputra, Eleni Tzirita Zacharatou, Serafeim Papadias, Volker Markl:
In-Place Updates in Tree-Encoded Bitmaps. SSDBM 2022: 18:1-18:4 - [c159]Haralampos Gavriilidis, Lennart Behme, Sokratis Papadopoulos, Stefano Bortoli, Jorge-Arnulfo Quiané-Ruiz, Volker Markl:
Towards a Modular Data Management System Framework. CDMS@VLDB 2022 - [i26]Zoi Kaoudi, Abelardo Carlos Martinez Lorenzo, Volker Markl:
Towards Loosely-Coupling Knowledge Graph Embeddings and Ontology-based Reasoning. CoRR abs/2202.03173 (2022) - [i25]Felix Henze, Haralampos Gavriilidis, Eleni Tzirita Zacharatou, Volker Markl:
Efficient Specialized Spreadsheet Parsing for Data Science. CoRR abs/2202.13189 (2022) - [i24]Alexander Renz-Wieland, Andreas Kieslinger, Robert Gericke, Rainer Gemulla, Zoi Kaoudi, Volker Markl:
Good Intentions: Adaptive Parameter Servers via Intent Signaling. CoRR abs/2206.00470 (2022) - [i23]Shuhao Zhang, Juan Soto, Volker Markl:
A Survey on Transactional Stream Processing. CoRR abs/2208.09827 (2022) - [i22]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 abs/2208.10830 (2022) - [i21]Serafeim Papadias, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl:
Space-Efficient Random Walks on Streaming Graphs. CoRR abs/2209.06063 (2022) - 2021
- [j72]Ioannis Prapas, Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Volker Markl:
Continuous Training and Deployment of Deep Learning Models. Datenbank-Spektrum 21(3): 203-212 (2021) - [j71]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): 255-260 (2021) - [j70]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): 59-70 (2021) - [j69]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): 71-82 (2021) - [j68]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): 1818-1831 (2021) - [j67]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): 2699-2702 (2021) - [j66]Alexander Renz-Wieland, Tobias Drobisch, Zoi Kaoudi, Rainer Gemulla, Volker Markl:
Just Move It! Dynamic Parameter Allocation in Action. Proc. VLDB Endow. 14(12): 2707-2710 (2021) - [j65]Kaustubh Beedkar, David Brekardin, Jorge-Arnulfo Quiané-Ruiz, Volker Markl:
Compliant Geo-distributed Data Processing in Action. Proc. VLDB Endow. 14(12): 2843-2846 (2021) - [j64]Philipp Marian Grulich, Steffen Zeuch, Volker Markl:
Babelfish: Efficient Execution of Polyglot Queries. Proc. VLDB Endow. 15(2): 196-210 (2021) - [j63]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): 659-672 (2021) - [j62]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): 1:1-1:46 (2021) - [c158]Alexander Kumaigorodski, Clemens Lutz, Volker Markl:
Fast CSV Loading Using GPUs and RDMA for In-Memory Data Processing. BTW 2021: 19-38 - [c157]Elena Beatriz Ouro Paz, Eleni Tzirita Zacharatou, Volker Markl:
Towards Resilient Data Management for the Internet of Moving Things. BTW 2021: 279-301 - [c156]Eleni Tzirita Zacharatou, Andreas Kipf, Ibrahim Sabek, Varun Pandey, Harish Doraiswamy, Volker Markl:
The Case for Distance-Bounded Spatial Approximations. CIDR 2021 - [c155]Adrian Michalke, Philipp M. Grulich, Clemens Lutz, Steffen Zeuch, Volker Markl:
An Energy-Efficient Stream Join for the Internet of Things. DaMoN 2021: 8:1-8:6 - [c154]Volker Markl:
Database Systems and Information Management: Trends and a Vision. DATA 2021: 11-12 - [c153]Sergey Redyuk, Zoi Kaoudi, Volker Markl, Sebastian Schelter:
Automating Data Quality Validation for Dynamic Data Ingestion. EDBT 2021: 61-72 - [c152]Felipe Oliveira Gutierrez, Kaustubh Beedkar, Abel Souza, Volker Markl:
AdCom: Adaptive Combiner for Streaming Aggregations. EDBT 2021: 409-414 - [c151]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: 517-522 - [c150]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: 1428-1439 - [c149]Kaustubh Beedkar, Jorge-Arnulfo Quiané-Ruiz, Volker Markl:
Compliant Geo-distributed Query Processing. SIGMOD Conference 2021: 181-193 - [c148]Zihao Chen, Chen Xu, Juan Soto, Volker Markl, Weining Qian, Aoying Zhou:
Hybrid Evaluation for Distributed Iterative Matrix Computation. SIGMOD Conference 2021: 300-312 - [c147]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: 605-618 - [c146]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: 1865-1878 - [c145]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: 2089-2101 - [c144]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: 2450-2463 - [i20]Alexander Renz-Wieland, Rainer Gemulla, Zoi Kaoudi, Volker Markl:
Replicate or Relocate? Non-Uniform Access in Parameter Servers. CoRR abs/2104.00501 (2021) - [i19]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 abs/2105.07921 (2021) - 2020
- [j61]Abdulrahman Kaitoua, Tilmann Rabl, Volker Markl:
A distributed data exchange engine for polystores. it Inf. Technol. 62(3-4): 145-156 (2020) - [j60]Steffen Zeuch, Eleni Tzirita Zacharatou, Shuhao Zhang, Xenofon Chatziliadis, Ankit Chaudhary, Bonaventura Del Monte, Dimitrios Giouroukis, Philipp M. Grulich, Ariane Ziehn, Volker Markl:
NebulaStream: Complex Analytics Beyond the Cloud. Open J. Internet Things 6(1): 66-81 (2020) - [j59]Alexander Renz-Wieland, Rainer Gemulla, Steffen Zeuch, Volker Markl:
Dynamic Parameter Allocation in Parameter Servers. Proc. VLDB Endow. 13(11): 1877-1890 (2020) - [j58]Julius Hülsmann, Jonas Traub, Volker Markl:
Demand-based Sensor Data Gathering with Multi-Query Optimization. Proc. VLDB Endow. 13(12): 2801-2804 (2020) - [j57]Martin Kiefer, Ilias Poulakis, Sebastian Breß, Volker Markl:
Scotch: Generating FPGA-Accelerators for Sketching at Line Rate. Proc. VLDB Endow. 14(3): 281-293 (2020) - [j56]Jonas Traub, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl:
Agora: Bringing Together Datasets, Algorithms, Models and More in a Unified Ecosystem [Vision]. SIGMOD Rec. 49(4): 6-11 (2020) - [c143]Steffen Zeuch, Ankit Chaudhary, Bonaventura Del Monte, Haralampos Gavriilidis, Dimitrios Giouroukis, Philipp M. Grulich, Sebastian Breß, Jonas Traub, Volker Markl:
The NebulaStream Platform for Data and Application Management in the Internet of Things. CIDR 2020 - [c142]Dimitrios Giouroukis, Alexander Dadiani, Jonas Traub, Steffen Zeuch, Volker Markl:
A survey of adaptive sampling and filtering algorithms for the internet of things. DEBS 2020: 27-38 - [c141]Lawrence Benson, Philipp M. Grulich, Steffen Zeuch, Volker Markl, Tilmann Rabl:
Disco: Efficient Distributed Window Aggregation. EDBT 2020: 423-426 - [c140]Haralampos Gavriilidis, Adrian Michalke, Laura Mons, Steffen Zeuch, Volker Markl:
Scaling a Public Transport Monitoring System to Internet of Things Infrastructures. EDBT 2020: 627-630 - [c139]Ankit Chaudhary, Steffen Zeuch, Volker Markl:
Governor: Operator Placement for a Unified Fog-Cloud Environment. EDBT 2020: 631-634 - [c138]Sergey Redyuk, Volker Markl, Sebastian Schelter:
Towards Unsupervised Data Quality Validation on Dynamic Data. EDBT/ICDT Workshops 2020 - [c137]Clemens Lutz, Sebastian Breß, Steffen Zeuch, Tilmann Rabl, Volker Markl:
Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects. SIGMOD Conference 2020: 1633-1649 - [c136]Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Ziawasch Abedjan, Tilmann Rabl, Volker Markl:
Optimizing Machine Learning Workloads in Collaborative Environments. SIGMOD Conference 2020: 1701-1716 - [c135]Bonaventura Del Monte, Steffen Zeuch, Tilmann Rabl, Volker Markl:
Rhino: Efficient Management of Very Large Distributed State for Stream Processing Engines. SIGMOD Conference 2020: 2471-2486 - [c134]Philipp M. Grulich, Sebastian Breß, Steffen Zeuch, Jonas Traub, Janis von Bleichert, Zongxiong Chen, Tilmann Rabl, Volker Markl:
Grizzly: Efficient Stream Processing Through Adaptive Query Compilation. SIGMOD Conference 2020: 2487-2503 - [c133]Muhammad Imran, Gábor E. Gévay, Volker Markl:
Distributed Graph Analytics with Datalog Queries in Flink. SFDI/LSGDA@VLDB 2020: 70-83 - [i18]Alexander Renz-Wieland, Rainer Gemulla, Steffen Zeuch, Volker Markl:
Dynamic Parameter Allocation in Parameter Servers. CoRR abs/2002.00655 (2020) - [i17]Eleni Tzirita Zacharatou, Andreas Kipf, Ibrahim Sabek, Varun Pandey, Harish Doraiswamy, Volker Markl:
The Case for Distance-Bounded Spatial Approximations. CoRR abs/2010.12548 (2020)
2010 – 2019
- 2019
- [j55]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:
Particulate Matter Matters - The Data Science Challenge @ BTW 2019. Datenbank-Spektrum 19(3): 165-182 (2019) - [j54]Steffen Zeuch, Sebastian Breß, Tilmann Rabl, Bonaventura Del Monte, Jeyhun Karimov, Clemens Lutz, Manuel Renz, Jonas Traub, Volker Markl:
Analyzing Efficient Stream Processing on Modern Hardware. Proc. VLDB Endow. 12(5): 516-530 (2019) - [j53]Andreas Kunft, Asterios Katsifodimos, Sebastian Schelter, Sebastian Breß, Tilmann Rabl, Volker Markl:
An Intermediate Representation for Optimizing Machine Learning Pipelines. Proc. VLDB Endow. 12(11): 1553-1567 (2019) - [j52]Jeyhun Karimov, Tilmann Rabl, Volker Markl:
AJoin: Ad-hoc Stream Joins at Scale. Proc. VLDB Endow. 13(4): 435-448 (2019) - [j51]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. SIGMOD Rec. 48(4): 44-53 (2019) - [j50]Alexander Alexandrov, Georgi Krastev, Volker Markl:
Representations and Optimizations for Embedded Parallel Dataflow Languages. ACM Trans. Database Syst. 44(1): 4:1-4:44 (2019) - [c132]Sebastian Breß, Henning Funke, Steffen Zeuch, Tilmann Rabl, Volker Markl:
An Overview of Hawk: A Hardware-Tailored Code Generator for the Heterogeneous Many Core Age. BTW (Workshops) 2019: 87-90 - [c131]Adrian Bartnik, Bonaventura Del Monte, Tilmann Rabl, Volker Markl:
On-the-fly Reconfiguration of Query Plans for Stateful Stream Processing Engines. BTW 2019: 127-146 - [c130]Melissa Gehring, Marcela Charfuelan, Volker Markl:
A Comparison of Distributed Stream Processing Systems for Time Series Analysis. BTW (Workshops) 2019: 205-214 - [c129]Mahdi Esmailoghli, Sergey Redyuk, Ricardo Martinez, Ziawasch Abedjan, Tilmann Rabl, Volker Markl:
Explanation of Air Pollution Using External Data Sources. BTW (Workshops) 2019: 297-300 - [c128]Viktor Rosenfeld, Sebastian Breß, Steffen Zeuch, Tilmann Rabl, Volker Markl:
Performance Analysis and Automatic Tuning of Hash Aggregation on GPUs. DaMoN 2019: 8:1-8:11 - [c127]Philipp M. Grulich, Jonas Traub, Sebastian Breß, Asterios Katsifodimos, Volker Markl, Tilmann Rabl:
Generating Reproducible Out-of-Order Data Streams. DEBS 2019: 256-257 - [c126]Jonas Traub, Philipp M. Grulich, Alejandro Rodriguez Cuellar, Sebastian Breß, Asterios Katsifodimos, Tilmann Rabl, Volker Markl:
Efficient Window Aggregation with General Stream Slicing. EDBT 2019: 97-108 - [c125]Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Tilmann Rabl, Volker Markl:
Continuous Deployment of Machine Learning Pipelines. EDBT 2019: 397-408 - [c124]Dimitrios Giouroukis, Julius Hülsmann, Janis von Bleichert, Morgan Geldenhuys, Tim Stullich, Felipe Oliveira Gutierrez, Jonas Traub, Kaustubh Beedkar, Volker Markl:
Resense: Transparent Record and Replay of Sensor Data in the Internet of Things. EDBT 2019: 590-593 - [c123]Ariane Ziehn, Marcela Charfuelan, Holmer Hemsen, Volker Markl:
Time Series Similarity Search for Streaming Data in Distributed Systems. EDBT/ICDT Workshops 2019 - [c122]Olha Horlova, Abdulrahman Kaitoua, Volker Markl, Stefano Ceri:
Multi-Dimensional Genomic Data Management for Region-Preserving Operations. ICDE 2019: 1166-1177 - [c121]Abdulrahman Kaitoua, Tilmann Rabl, Asterios Katsifodimos, Volker Markl:
Muses: Distributed Data Migration System for Polystores. ICDE 2019: 1602-1605 - [c120]Gencer Sumbul, Marcela Charfuelan, Begüm Demir, Volker Markl:
Bigearthnet: A Large-Scale Benchmark Archive for Remote Sensing Image Understanding. IGARSS 2019: 5901-5904 - [c119]Katarzyna Juraszek, Nidhi Saini, Marcela Charfuelan, Holmer Hemsen, Volker Markl:
Extended Kalman Filter for Large Scale Vessels Trajectory Tracking in Distributed Stream Processing Systems. AALTD@PKDD/ECML 2019: 151-166 - [c118]Sergey Redyuk, Sebastian Schelter, Tammo Rukat, Volker Markl, Felix Bießmann:
Learning to Validate the Predictions of Black Box Machine Learning Models on Unseen Data. HILDA@SIGMOD 2019: 4:1-4:4 - [c117]Jeyhun Karimov, Tilmann Rabl, Volker Markl:
AStream: Ad-hoc Shared Stream Processing. SIGMOD Conference 2019: 607-622 - [c116]Vincent Deuschle, Alexander Alexandrov, Tim Januschowski, Volker Markl:
End-to-End Benchmarking of Deep Learning Platforms. TPCTC 2019: 116-132 - [i16]Gencer Sumbul, Marcela Charfuelan, Begüm Demir, Volker Markl:
BigEarthNet: A Large-Scale Benchmark Archive For Remote Sensing Image Understanding. CoRR abs/1902.06148 (2019) - [i15]Jonas Traub, Jorge-Arnulfo Quiané-Ruiz, Zoi Kaoudi, Volker Markl:
Agora: Towards An Open Ecosystem for Democratizing Data Science & Artificial Intelligence. CoRR abs/1909.03026 (2019) - [i14]Steffen Zeuch, Ankit Chaudhary, Bonaventura Del Monte, Haralampos Gavriilidis, Dimitrios Giouroukis, Philipp M. Grulich, Sebastian Breß, Jonas Traub, Volker Markl:
The NebulaStream Platform: Data and Application Management for the Internet of Things. CoRR abs/1910.07867 (2019) - [i13]Jonas Traub, Julius Hülsmann, Sebastian Breß, Tilmann Rabl, Volker Markl:
SENSE: Scalable Data Acquisition from Distributed Sensors with Guaranteed Time Coherence. CoRR abs/1912.04648 (2019) - 2018
- [j49]Clemens Lutz, Sebastian Breß, Tilmann Rabl, Steffen Zeuch, Volker Markl:
Efficient and Scalable k‑Means on GPUs. Datenbank-Spektrum 18(3): 157-169 (2018) - [j48]Volker Markl:
Eine nationale Daten- und Analyseinfrastruktur als Grundlage digitaler Souveränität. Inform. Spektrum 41(6): 433-439 (2018) - [j47]Chen Xu, Rudi Poepsel Lemaitre, Juan Soto, Volker Markl:
Fault-Tolerance for Distributed Iterative Dataflows in Action. Proc. VLDB Endow. 11(12): 1990-1993 (2018) - [j46]