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ORCIDVolker Markl
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- 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
- 2024
[j104]Anastasiia Kozar
, Bonaventura Del Monte, Steffen Zeuch, Volker Markl:
Fault Tolerance Placement in the Internet of Things. Proc. ACM Manag. Data 2(3): 138 (2024)- [j103]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): 165 (2024) - [j102]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): 1350-1363 (2024) - [j101]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): 1501-1514 (2024) - [j100]Lennart Behme, Sainyam Galhotra, Kaustubh Beedkar, Volker Markl:
Fainder: A Fast and Accurate Index for Distribution-Aware Dataset Search. Proc. VLDB Endow. 17(11): 3269-3282 (2024) - [j99]Stefan Halfpap, Jan Kossmann, Rainer Schlosser, Volker Markl:
Looking Deeply into the Magic Mirror: An Interactive Analysis of Database Index Selection Approaches. Proc. VLDB Endow. 17(12): 4301-4304 (2024) - [j98]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): 251 (2024) - [j97]Shuhao Zhang, Juan Soto, Volker Markl:
A survey on transactional stream processing. VLDB J. 33(2): 451-479 (2024) - [j96]Sergey Redyuk, Zoi Kaoudi, Sebastian Schelter, Volker Markl:
Assisted design of data science pipelines. VLDB J. 33(4): 1129-1153 (2024) - [c187]Volker Markl:
NebulaStream - Data Stream Processing in Massively Distributed, Heterogeneous, Volatile Environments. DEBS 2024: 1-3 - [c186]Steffen Zeuch, Ankit Chaudhary, Viktor Rosenfeld, Taha Tekdogan, Adrian Michalke, Matthis Gördel, Ariane Ziehn, Volker Markl:
Using and Enhancing NebulaStream - A Tutorial. DEBS 2024: 212-216 - [c185]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: 188-200 - [c184]Ariane Ziehn, Philipp M. Grulich, Steffen Zeuch, Volker Markl:
Bridging the Gap: Complex Event Processing on Stream Processing Systems. EDBT 2024: 447-460 - [c183]Rama Widyadhana Bhagaskoro, Volker Markl, Zoi Kaoudi:
Evaluation of Sampling Methods for Discovering Facts from Knowledge Graph Embeddings. EDBT 2024: 664-675 - [c182]Serafeim Papadias, Zoi Kaoudi, Varun Pandey, Jorge-Arnulfo Quiané-Ruiz, Volker Markl:
Counting Butterflies in Fully Dynamic Bipartite Graph Streams. ICDE 2024: 2917-2930 - [c181]Gereon Dusella, Haralampos Gavriilidis, Laert Nuhu, Volker Markl, Eleni Tzirita Zacharatou:
Multi-Backend Zonal Statistics Execution with Raven. SIGMOD Conference Companion 2024: 532-535 - [i32]Kai Norman Clasen, Leonard W. Hackel, Tom Burgert, Gencer Sumbul, Begüm Demir, Volker Markl:
reBEN: Refined BigEarthNet Dataset for Remote Sensing Image Analysis. CoRR abs/2407.03653 (2024) - 2023
- [j95]Viktor Rosenfeld, Sebastian Breß, Volker Markl:
Query Processing on Heterogeneous CPU/GPU Systems. ACM Comput. Surv. 55(2): 11:1-11:38 (2023) - [j94]Haralampos Gavriilidis, Felix Henze, Eleni Tzirita Zacharatou, Volker Markl:
SheetReader: Efficient Specialized Spreadsheet Parsing. Inf. Syst. 115: 102183 (2023) - [j93]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): 59:1-59:26 (2023) - [j92]Martin Kiefer, Ilias Poulakis, Eleni Tzirita Zacharatou, Volker Markl:
Optimistic Data Parallelism for FPGA-Accelerated Sketching. Proc. VLDB Endow. 16(5): 1113-1125 (2023) - [j91]Kajetan Jeremi Maliszewski, Jorge-Arnulfo Quiané-Ruiz, Volker Markl:
Cracking-Like Join for Trusted Execution Environments. Proc. VLDB Endow. 16(9): 2330-2343 (2023) - [j90]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): 3930-3933 (2023) - [j89]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): 4078-4081 (2023) - [j88]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): 345-358 (2023) - [j87]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): 30-35 (2023) - [j86]Juliane Verwiebe, Philipp M. Grulich, Jonas Traub, Volker Markl:
Survey of window types for aggregation in stream processing systems. VLDB J. 32(5): 985-1011 (2023) - [c180]Henriette Behr, Volker Markl, Zoi Kaoudi:
Learn What Really Matters: A Learning-to-Rank Approach for ML-based Query Optimization. BTW 2023: 535-554 - [c179]David Burrell, Xenofon Chatziliadis, Eleni Tzirita Zacharatou, Steffen Zeuch, Volker Markl:
Workload Prediction for IoT Data Management Systems. BTW 2023: 943-950 - [c178]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 - [c177]Alexander Renz-Wieland, Andreas Kieslinger, Robert Gericke, Rainer Gemulla, Zoi Kaoudi, Volker Markl:
Good Intentions: Adaptive Parameter Management via Intent Signaling. CIKM 2023: 2156-2166 - [c176]Nils L. Schubert, Philipp M. Grulich, Steffen Zeuch, Volker Markl:
Exploiting Access Pattern Characteristics for Join Reordering. DaMoN 2023: 10-18 - [c175]Yordan Grigorov, Haralampos Gavriilidis, Sergey Redyuk, Kaustubh Beedkar, Volker Markl:
P2D: A Transpiler Framework for Optimizing Data Science Pipelines. DEEM@SIGMOD 2023: 3:1-3:4 - [c174]Ankit Chaudhary, Steffen Zeuch, Volker Markl, Jeyhun Karimov:
Incremental Stream Query Merging. EDBT 2023: 604-617 - [c173]Anh Duc Vu, Christos Tsigkanos, Jorge-Arnulfo Quiané-Ruiz, Volker Markl, Timo Kehrer:
On Irregularity Localization for Scientific Data Analysis Workflows. ICCS (1) 2023: 336-351 - [c172]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: 936-949 - [c171]Haralampos Gavriilidis, Kaustubh Beedkar, Jorge-Arnulfo Quiané-Ruiz, Volker Markl:
In-Situ Cross-Database Query Processing. ICDE 2023: 2794-2807 - [c170]Kajetan Jeremi Maliszewski, Tilman Dietzel, Jorge-Arnulfo Quiané-Ruiz, Volker Markl:
TeeBench: Seamless Benchmarking in Trusted Execution Environments. SIGMOD Conference Companion 2023: 163-166 - [c169]Philipp M. Grulich, Steffen Zeuch, Volker Markl:
Towards Efficient and Secure UDF Execution with BabelfishLib (Lightning Talk). VLDB Workshops 2023 - [i31]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) - [i30]Yancan Mao, Jianjun Zhao, Zhonghao Yang, Shuhao Zhang, Haikun Liu, Volker Markl:
MorphStream: Scalable Processing of Transactions over Streams on Multicores. CoRR abs/2307.12749 (2023) - [i29]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 abs/2309.06354 (2023) - [i28]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 abs/2311.07344 (2023) - [i27]Serafeim Papadias, Zoi Kaoudi, Varun Pandey, Jorge-Arnulfo Quiané-Ruiz, Volker Markl:
Counting Butterflies in Fully Dynamic Bipartite Graph Streams. CoRR abs/2312.03435 (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]