Database Systems and Information Management
Publications
2023
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
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
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
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
Breß,
Sebastian;
Markl,
Volker;
Rosenfeld,
Viktor
Query Processing on Heterogeneous CPU/GPU Systems
ACM Comput. Surv.
2023
Query Processing on Heterogeneous CPU/GPU Systems
ACM Comput. Surv.
2023
2022
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
IoT-PMA: Patient Health Monitoring in Medical IoT Ecosystems
Open J. Internet Things, 8 (1) :20–31
2022
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
What Is the Price for Joining Securely? Benchmarking Equi-Joins in Trusted Execution Environments
Proc. VLDB Endow.
2022
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
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
Kaoudi,
Zoi;
Lorenzo,
Abelardo Carlos Martinez;
Markl,
Volker
Towards Loosely-Coupling Knowledge Graph Embeddings and Ontology-based Reasoning
CoRR, abs/2202.03173
2022
Towards Loosely-Coupling Knowledge Graph Embeddings and Ontology-based Reasoning
CoRR, abs/2202.03173
2022
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
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
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
The Seattle report on database research
Commun. ACM, 65 (8) :72–79
2022
- DOI
- 10.1145/3524284
Papadias,
Serafeim;
Kaoudi,
Zoi;
Quiané-Ruiz,
Jorge-Arnulfo;
Markl,
Volker
Space-Efficient Random Walks on Streaming Graphs
CoRR, abs/2209.06063
2022
Space-Efficient Random Walks on Streaming Graphs
CoRR, abs/2209.06063
2022
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
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
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
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
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
NebulaStream: Data Management for the Internet of Things
Datenbank-Spektrum, 22 (2) :131–141
2022
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
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
Markl,
Volker
Making Learned Query Optimization Practical: A Technical Perspective
SIGMOD Rec., 51 (1) :5
2022
Making Learned Query Optimization Practical: A Technical Perspective
SIGMOD Rec., 51 (1) :5
2022
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
Satellite Image Search in AgoraEO
CoRR, abs/2208.10830
2022
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
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
Markl,
Volker;
Borusan,
Alexander;
Härder,
Theo
Editorial
Datenbank-Spektrum, 22 (2) :95–98
2022
Editorial
Datenbank-Spektrum, 22 (2) :95–98
2022
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
Imperative or Functional Control Flow Handling: Why not the Best of Both Worlds?
SIGMOD Rec., 51 (1) :60–67
2022
Zhang,
Shuhao;
Soto,
Juan;
Markl,
Volker
A Survey on Transactional Stream Processing
CoRR, abs/2208.09827
2022
A Survey on Transactional Stream Processing
CoRR, abs/2208.09827
2022
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
Algorithms for Windowed Aggregations and Joins on Distributed Stream Processing Systems
Datenbank-Spektrum, 22 (2) :99–107
2022
Grulich,
Philipp M.;
Zeuch,
Steffen;
Markl,
Volker
Babelfish: Efficient Execution of Polyglot Queries
Proc. VLDB Endow., 15 (2)
2022
Babelfish: Efficient Execution of Polyglot Queries
Proc. VLDB Endow., 15 (2)
2022
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
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
Redyuk,
Sergey;
Kaoudi,
Zoi;
Schelter,
Sebastian;
Markl,
Volker
DORIAN in action: Assisted Design of Data Science Pipelines
Proc. VLDB Endow., 15 (12) :3714–3717
2022
DORIAN in action: Assisted Design of Data Science Pipelines
Proc. VLDB Endow., 15 (12) :3714–3717
2022
Henze,
Felix;
Gavriilidis,
Haralampos;
Zacharatou,
Eleni Tzirita;
Markl,
Volker
Efficient Specialized Spreadsheet Parsing for Data Science
In Kostas Stefanidis and Lukasz Golab, Editor, Proceedings of the 24th International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data (DOLAP) co-located with the 25th International Conference on Extending Database Technology and the 25th International Conference on Database Theory (EDBT/ICDT 2022), Edinburgh, UK, March 29, 2022Volume3130fromCEUR Workshop Proceedings, Page 41–50
In Kostas Stefanidis and Lukasz Golab, Editor
Publisher: CEUR-WS.org
2022
Efficient Specialized Spreadsheet Parsing for Data Science
In Kostas Stefanidis and Lukasz Golab, Editor, Proceedings of the 24th International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data (DOLAP) co-located with the 25th International Conference on Extending Database Technology and the 25th International Conference on Database Theory (EDBT/ICDT 2022), Edinburgh, UK, March 29, 2022Volume3130fromCEUR Workshop Proceedings, Page 41–50
In Kostas Stefanidis and Lukasz Golab, Editor
Publisher: CEUR-WS.org
2022
