Marcus Pinnecke, B.Sc.

M.Sc. Marcus Pinnecke

Fakultät für Informatik
AG Datenbanken & Software Engineering
Universitätsplatz 2, 39106, Magdeburg, G29-125
Vita

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Projekte

Completed projects

COOPeR: Cross-device OLTP/OLAP PRocessing
Duration: 01.09.2016 bis 30.06.2021

Database Management Systems (DBMS) face two challenges today. On the one hand DBMS must handle Online Transaction Processing (OLTP), and Online Analytical Processing (OLAP) in combination to enable real-time analysis of business processes. The real-time analysis of business processes is necessary to improve the quality of reports and analyzes, since fresh data is favored for modern analysis rather than historical data only. On the other hand, computer systems become increasingly heterogeneous to provide better hardware performance. The architecture changes from single-core CPUs to multi-core CPUs supported by several co-processors. These trends must be considered in DBMS to improve the quality and performance, and to ensure that DBMS satisfy future requirements (e.g., more complex queries, or more increased data volume). Unfortunately, current research approaches address only one of these two challenges: either the combination of OLTP and OLAP workloads in traditional CPU-based systems, or co-processor acceleration for a single workload type is considered. Therefore, an unified approach addressing both challenges at once is missing. In this project we want to include both challenges of DBMS to enable efficient processing of combined OLTP / OLAP workloads in hybrid CPU / Co-processor systems. This is necessary in order to realize real-time business intelligence. The main challenge is guaranteeing the ACID properties for OLTP, while at the same time to combine and to process efficiently OLTP / OLAP workloads in such a hybrid systems.

View project in the research portal

Publikationen

2022

2020

2019

  • Gabriel Campero Durand, Rufat Piriyev, Marcus Pinnecke, David Broneske, and Gunter Saake. Automated Vertical Partitioning with Deep Reinforcement Learning. European Conference on Advances in Databases and Information Systems, September 2019. (PDF)
     
  • Rutuja Pawar, Sepideh Sobhgol, Gabriel Campero Durand, Marcus Pinnecke, David Broneske, and Gunter Saake. Codd's World: Topics and their Evolution in the Database Community Publication Graph. In Grundlagen von Datenbanken, volume 2367, pages 1–6, June 2019.
     
  • Roman Zoun, Kay Schallert, David Broneske, Wolfram Fenske, Marcus Pinnecke, Robert Heyer, Sven Brehmer, Dirk Benndorf, and Gunter Saake. MSDataStream - Connecting a Bruker Mass Spectrometer to the Internet. In Datenbanksysteme für Business, Technologie und Web, pages 507 – 510. Gesellschaft für Informatik, March 2019.
     
  • Marcus Pinnecke, Gabriel Campero, Roman Zoun, David Broneske, and Gunter Saake. Protobase: It’s About Time for Backend/Database Co-Design. In Holger Meyer, Norbert Ritter, Andreas Thor, Daniela Nicklas, Andreas Heuer, and Meike Klettke, editors, BTW 2019 – Workshopband, volume P-289 of Lecture Notes in Informatics (LNI), pages 515–518. Gesellschaft für Informatik, March 2019.
     
  • Marcus Pinnecke, Gabriel Campero, Roman Zoun, David Broneske, and Gunter Saake. Protobase: It's About Time for Backend/Database Co-Design. In Datenbanksysteme für Business, Technologie und Web (BTW), pages 515–518, 2019.
     

2018

2017

2016

2015

  • Marcus Pinnecke, David Broneske, and Gunter Saake. Toward GPU Accelerated Data Stream Processing. In Proceedings of the 27th GI-Workshop Grundlagen von Datenbanken, Gommern, Germany, May 26-29, 2015., pages 78–83, 2015.
     
  • Marcus Pinnecke and Bastian Hoßbach. Query optimization in heterogenous event processing federations. Datenbank-Spektrum, 15(3):193–202, 2015.
     
  • Marcus Pinnecke. Konzept und prototypische Implementierung eines föderativen Complex Event Processing Systeme mit Operatorverteilung. In Datenbanksysteme für Business, Technologie und Web (BTW 2015), Workshopband, pages 233–242. GI, 2015.
     

 

Forschung

Last Modification: 17.06.2021 - Contact Person: