Publications

Database Systems and Information Management

2023

Tuia, Devis; Schindler, Konrad; Demir, Begüm; Camps-Valls, Gustau; Zhu, Xiao Xiang; Kochupillai, Mrinalini; Džeroski, Sašo; Rijn, Jan N.; Hoos, Holger H.; Frate, Fabio Del; Datcu, Mihai; Quiané-Ruiz, Jorge-Arnulfo; Markl, Volker; Saux, Bertrand Le; Schneider, Rochelle
Artificial intelligence to advance Earth observation: a perspective
CoRR, abs/2305.08413
2023

DOI: 10.48550/arXiv.2305.08413
File: https://doi.org/10.48550/arXiv.2305.08413

Mao, Yancan; Zhao, Jianjun; Yang, Zhonghao; Zhang, Shuhao; Liu, Haikun; Markl, Volker
MorphStream: Scalable Processing of Transactions over Streams on Multicores
CoRR, abs/2307.12749
2023

DOI: 10.48550/arXiv.2307.12749
File: https://doi.org/10.48550/arXiv.2307.12749

Breß, Sebastian; Markl, Volker; Rosenfeld, Viktor
Query Processing on Heterogeneous CPU/GPU Systems
ACM Comput. Surv.
2023

DOI: https://doi.org/10.1145/3485126
File: https://dl.acm.org/doi/fullHtml/10.1145/3485126

Burrell, David; Chatziliadis, Xenofon; Zacharatou, Eleni Tzirita; Zeuch, Steffen; Markl, Volker
Workload Prediction for IoT Data Management Systems
In Birgitta König-Ries and Stefanie Scherzinger and Wolfgang Lehner and Gottfried Vossen, Editor, Datenbanksysteme für Business, Technologie und Web (BTW 2023), 20. Fachtagung des GI-Fachbereichs ,,Datenbanken und Informationssysteme" (DBIS), 06.-10, März 2023, Dresden, Germany, ProceedingsVolumeP-331fromLNI, Page 943–950
In Birgitta König-Ries and Stefanie Scherzinger and Wolfgang Lehner and Gottfried Vossen, Editor
Publisher: Gesellschaft für Informatik e.V.
2023

DOI: 10.18420/BTW2023-64
File: https://doi.org/10.18420/BTW2023-64

Behr, Henriette; Markl, Volker; Kaoudi, Zoi
Learn What Really Matters: A Learning-to-Rank Approach for ML-based Query Optimization
In Birgitta König-Ries and Stefanie Scherzinger and Wolfgang Lehner and Gottfried Vossen, Editor, Datenbanksysteme für Business, Technologie und Web (BTW 2023), 20. Fachtagung des GI-Fachbereichs ,,Datenbanken und Informationssysteme" (DBIS), 06.-10, März 2023, Dresden, Germany, ProceedingsVolumeP-331fromLNI, Page 535–554
In Birgitta König-Ries and Stefanie Scherzinger and Wolfgang Lehner and Gottfried Vossen, Editor
Publisher: Gesellschaft für Informatik e.V.
2023

DOI: 10.18420/BTW2023-25
File: https://doi.org/10.18420/BTW2023-25

2022

Papadias, Serafeim; Kaoudi, Zoi; Quiané-Ruiz, Jorge-Arnulfo; Markl, Volker
Space-Efficient Random Walks on Streaming Graphs
CoRR, abs/2209.06063
2022

DOI: 10.48550/arXiv.2209.06063
File: https://doi.org/10.48550/arXiv.2209.06063

Derakhshan, Behrouz; Mahdiraji, Alireza Rezaei; Kaoudi, Zoi; Rabl, Tilmann; Markl, Volker
Materialization and Reuse Optimizations for Production Data Science Pipelines
SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12 - 17, 2022, Page 1962–1976
Publisher: ACM
2022

DOI: 10.1145/3514221.3526186
File: https://doi.org/10.1145/3514221.3526186

Zeuch, Steffen; Chatziliadis, Xenofon; Chaudhary, Ankit; Giouroukis, Dimitrios; Grulich, Philipp M.; Nugroho, Dwi Prasetyo Adi; Ziehn, Ariane; Markl, Volker
NebulaStream: Data Management for the Internet of Things
Datenbank-Spektrum, 22 (2) :131–141
2022

DOI: 10.1007/s13222-022-00415-0
File: https://doi.org/10.1007/s13222-022-00415-0

Renz-Wieland, Alexander; Gemulla, Rainer; Kaoudi, Zoi; Markl, Volker
NuPS: A Parameter Server for Machine Learning with Non-Uniform Parameter Access
SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12 - 17, 2022, Page 481–495
Publisher: ACM
2022

DOI: 10.1145/3514221.3517860
File: https://doi.org/10.1145/3514221.3517860

Aksoy, Ahmet Kerem; Dushev, Pavel; Zacharatou, Eleni Tzirita; Hemsen, Holmer; Charfuelan, Marcela; Quiané-Ruiz, Jorge-Arnulfo; Demir, Begüm; Markl, Volker
Satellite Image Search in AgoraEO
CoRR, abs/2208.10830
2022

DOI: 10.48550/arXiv.2208.10830
File: https://doi.org/10.48550/arXiv.2208.10830

Kaoudi, Zoi; Lorenzo, Abelardo Carlos Martinez; Markl, Volker
Towards Loosely-Coupling Knowledge Graph Embeddings and Ontology-based Reasoning
CoRR, abs/2202.03173
2022

File: https://arxiv.org/abs/2202.03173

Abadi, Daniel; Ailamaki, Anastasia; Andersen, David G.; Bailis, Peter; Balazinska, Magdalena; Bernstein, Philip A.; Boncz, Peter A.; Chaudhuri, Surajit; Cheung, Alvin; Doan, AnHai; Dong, Luna; Franklin, Michael J.; Freire, Juliana; Halevy, Alon Y.; Hellerstein, Joseph M.; Idreos, Stratos; Kossmann, Donald; Kraska, Tim; Krishnamurthy, Sailesh; Markl, Volker; Melnik, Sergey; Milo, Tova; Mohan, C.; Neumann, Thomas; Ooi, Beng Chin; Ozcan, Fatma; Patel, Jignesh M.; Pavlo, Andrew; Popa, Raluca A.; Ramakrishnan, Raghu; Ré, Christopher; Stonebraker, Michael; Suciu, Dan
The Seattle report on database research
Commun. ACM, 65 (8) :72–79
2022

DOI: 10.1145/3524284
File: https://doi.org/10.1145/3524284

Gavriilidis, Haralampos; Behme, Lennart; Papadopoulos, Sokratis; Bortoli, Stefano; Quiané-Ruiz, Jorge-Arnulfo; Markl, Volker
Towards a Modular Data Management System Framework
In Satyanarayana R. Valluri and Mohamed Zait, Editor, 1st International Workshop on Composable Data Management Systems, CDMS@VLDB 2022, Sydney, Australia, September 9, 2022
In Satyanarayana R. Valluri and Mohamed Zait, Editor
2022

File: https://cdmsworkshop.github.io/2022/Proceedings/ShortPapers/Paper2_HaralamposGavriilidis.pdf

Ziehn, Ariane; Mandel, Christian; Stich, Kathrin; Dembinski, Rolf; Hochbaum, Karin; Zeuch, Steffen; Markl, Volker
IoT-PMA: Patient Health Monitoring in Medical IoT Ecosystems
Open J. Internet Things, 8 (1) :20–31
2022

File: https://www.ronpub.com/ojiot/OJIOT_2022v8i1n03_Ziehn.html

Lutz, Clemens; Breß, Sebastian; Zeuch, Steffen; Rabl, Tilmann; Markl, Volker
Triton Join: Efficiently Scaling to a Large Join State on GPUs with Fast Interconnects
SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12 - 17, 2022, Page 1017–1032
Publisher: ACM
2022

DOI: 10.1145/3514221.3517911
File: https://doi.org/10.1145/3514221.3517911

Maliszewski, Kajetan; Ruiz, Jorge Arnulfo Quiane; Traub, Jonas; Markl, Volker
What Is the Price for Joining Securely? Benchmarking Equi-Joins in Trusted Execution Environments
Proc. VLDB Endow.
2022

File: https://www.tu.berlin/fileadmin/www/10002226/Publications/Papers/Maliszewski_Benchmarking-Equi-Joins_VLDB-2022_Preprint.pdf

Markl, Volker
Making Learned Query Optimization Practical: A Technical Perspective
SIGMOD Rec., 51 (1) :5
2022

DOI: 10.1145/3542700.3542702
File: https://doi.org/10.1145/3542700.3542702

Monte, Bonaventura Del; Zeuch, Steffen; Rabl, Tilmann; Markl, Volker
Rethinking Stateful Stream Processing with RDMA
SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12 - 17, 2022, Page 1078–1092
Publisher: ACM
2022

DOI: 10.1145/3514221.3517826
File: https://doi.org/10.1145/3514221.3517826

Saputra, Marcellus Prama; Zacharatou, Eleni Tzirita; Papadias, Serafeim; Markl, Volker
In-Place Updates in Tree-Encoded Bitmaps
In Elaheh Pourabbas and Yongluan Zhou and Yuchen Li and Bin Yang, Editor, SSDBM 2022: 34th International Conference on Scientific and Statistical Database Management, Copenhagen, Denmark, July 6 - 8, 2022, Page 18:1–18:4
In Elaheh Pourabbas and Yongluan Zhou and Yuchen Li and Bin Yang, Editor
Publisher: ACM
2022

DOI: 10.1145/3538712.3538745
File: https://doi.org/10.1145/3538712.3538745

Markl, Volker; Borusan, Alexander; Härder, Theo
Editorial
Datenbank-Spektrum, 22 (2) :95–98
2022

DOI: 10.1007/s13222-022-00420-3
File: https://doi.org/10.1007/s13222-022-00420-3

Gévay, Gábor E.; Rabl, Tilmann; Breß, Sebastian; Madai-Tahy, Loránd; Quiané-Ruiz, Jorge-Arnulfo; Markl, Volker
Imperative or Functional Control Flow Handling: Why not the Best of Both Worlds?
SIGMOD Rec., 51 (1) :60–67
2022

DOI: 10.1145/3542700.3542715
File: https://doi.org/10.1145/3542700.3542715

Zhang, Shuhao; Soto, Juan; Markl, Volker
A Survey on Transactional Stream Processing
CoRR, abs/2208.09827
2022

DOI: 10.48550/arXiv.2208.09827
File: https://doi.org/10.48550/arXiv.2208.09827

Verwiebe, Juliane; Grulich, Philipp M.; Traub, Jonas; Markl, Volker
Algorithms for Windowed Aggregations and Joins on Distributed Stream Processing Systems
Datenbank-Spektrum, 22 (2) :99–107
2022

DOI: 10.1007/s13222-022-00417-y
File: https://doi.org/10.1007/s13222-022-00417-y

Grulich, Philipp M.; Zeuch, Steffen; Markl, Volker
Babelfish: Efficient Execution of Polyglot Queries
Proc. VLDB Endow., 15 (2)
2022

DOI: 10.14778/3489496.3489501
File: https://www.nebula.stream/paper/grulich_vldb2022.pdf

Water, Robin Van De; Ventura, Francesco; Kaoudi, Zoi; Quiané-Ruiz, Jorge-Arnulfo; Markl, Volker
DataFarm: Farm Your ML-based Query Optimizer's Food! - Human-Guided Training Data Generation -
12th Conference on Innovative Data Systems Research, CIDR 2022, Chaminade, CA, USA, January 9-12, 2022
Publisher: www.cidrdb.org
2022

File: https://www.cidrdb.org/cidr2022/papers/a37-water.pdf

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