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Dr. Martin Grund, M.Sc.

Research Assistent

Phone: +49 (331) 5509-1308
Fax: +49 (331) 97 99 2 -579
E-Mail: martin.grund (at) hpi.uni-potsdam.de
Room: Hasso-Plattner-Villa, 2.05
Skype: My status
XING: Profile
LinkedIn: Profile
Blog Punchcard

Research Topics

Traditional databases are separated into ones for current data from the day-to-day business processes and ones for reporting and analytics. For fast moving businesses moving data from one silo to another is cumbersome and takes too much time. As a result the new data arriving in the reporting system is already old by the time it is loaded. HYRISE proposes a new way to solve this problem: It analyzes the query input and reorganizes the stored data in different dimensions.

In detail, HYRISE partitions the layout of the underlaying tables in a vertical and horizontal manner depending on the input to this layout management component. The workload is specified as a set of queries and weights and is processed by calculating the layout dependent costs for those queries. Based on our cost-model we can now calculate the best set of partitions for this input workload. This optimization allows great speed improvements compared to traditional storage models.

  • Hybrid Data Structures for Main Memory Databases
  • Query Execution in Main Memory Databases
  • Application-specific Data Management in Enterprise Applications
  • Common Data Model (CDM) for combined OLTP and OLAP

I finished is doctoral research at the HPI in October 2012 and graduated summa cum laude from HPI. Beginning in November 2012 I will start a research project at the University of Fribourg together with Prof. Philippe Cudre-Mauorux in the area of graph oriented data structures for In-Memory Database Management Systems.

Projects

  • HYRISE - Hybrid Storage Engine

PC Member (Conferences)

  • 2010 IEEE Conference on Data Engineering (ICDE) Demonstration Track

Publications

As seen in my DBLP Record. You can find my published presentations from different events at Speakerdeck.

Workshop and Conference Proceedings

2013 (2)

  1. Christian Tinnefeld, Donald Kossmann, Martin Grund, Joos-Hendrik Boese, Frank Renkes, Sikka Vishal, Hasso Plattner: Elastic Online Analytical Processing on RAMCloud, EDBT, 2013 BibTeX

  2. Martin Grund, Philippe Cudre-Mauroux, Jens Krüger, Hasso Plattner: Hybrid Graph and Relational Query Processing in Main Memory, DESWEB (in conjunction with ICDE), 2013 BibTeX

2012 (2)

  1. Johannes Wust, Jens Krüger, Martin Grund, Uwe Hartmann, Hasso Plattner: Sparse Dictionaries for In-Memory Column Stores, DBKDA, 2012 - Download, BibTeX

  2. Martin Grund, Philippe Cudre-Mauroux, Jens Krüger, Samuel Madden, Hasso Plattner: An overview of HYRISE - a Main Memory Hybrid Storage Engine, IEEE Data Engineering Bulletin, 2012 - Download, BibTeX

2011 (8)

  1. Martin Grund, Jens Krüger, Matthias Kleine, Alexander Zeier, Hasso Plattner: Optimal Query Operator Materialization Strategy for Hybrid Databases, DBKDA, 2011 - Download, BibTeX

  2. Jens Krüger, Martin Grund, Johannes Wust, Alexander Zeier, Hasso Plattner: Merging Differential Updates in In-Memory Column Store, DBKDA, 2011 - Download, BibTeX

  3. Martin Grund, Philippe Cudre-Mauroux, Samuel Madden: A Demonstration of HYRISE- A Main Memory Hybrid Storage Engine, VLDB, 2011 - Download, BibTeX

  4. Jens Krüger, Martin Grund, Ingo Jaeckel, Alexander Zeier, Hasso Plattner: Applicability of GPU Computing for Efficient Merge in In-Memory Databases, ADMS (in conjunction with VLDB), 2011 - Download, BibTeX

  5. Martin Grund, Jens Krüger, Jürgen Müller, Alexander Zeier, Hasso Plattner: Dynamic Partitioning for Enterprise Applications, IEEE International Conference on Industrial Engineering and Engineering Management, 2011 BibTeX

  6. Martin Grund, Jens Krüger, Hasso Plattner, Alexander Zeier, Philippe Cudre-Mauroux, Samuel Madden: HYRISE - A Hybrid Main Memory Storage Engine, PVLDB, 2011 - Download, BibTeX

  7. Jens Krüger, Changkyu Kim, Martin Grund, Nadathur Satish, David Schwalb, Jatin Chhugani, Pradeep Dubey, Hasso Plattner, Alexander Zeier: Fast Updates on Read-Optimized Databases Using Multi-Core CPUs, PVLDB, Volume 5, No. 1, 2011 - Download, BibTeX

  8. Jens Krüger, Martin Grund, Alexander Zeier, Hasso Plattner: An Architecture-Aware Compaction Process, Proceedings of the Fall 2010 Future SOC Lab Day, 2011 BibTeX

2010 (6)

  1. Jens Krüger, Martin Grund, Christian Tinnefeld, Hasso Plattner, Alexander Zeier, Franz Faerber: Optimizing Write Performance for Read Optimized Databases, Database Systems for Advanced Applications, Japan, 2010 - Download, BibTeX

  2. Jens Krüger, Martin Grund, Alexander Zeier, Hasso Plattner: Enterprise Application-specific Data Management, EDOC 2010, 2010 - Download, BibTeX

  3. Jens Krüger, Martin Grund, Martin Boissier, Alexander Zeier, Hasso Plattner: Data Structures for Mixed Workloads in In-Memory Databases, ICCIT, 2010 - Download, BibTeX

  4. Martin Grund, Jan Schaffner, Jens Krüger, Jan Brunnert, Alexander Zeier: The Effects of Virtualization on Main Memory Systems, Sixth International Workshop on Data Management on New Hardware, 2010 - Download, BibTeX

  5. Jens Krüger, Christian Tinnefeld, Martin Grund, Alexander Zeier, Hasso Plattner: A Case for Online Mixed Workload Processing, Third International Workshop on Testing (DBTest) co-located with SIGMOD Database Systems, 2010 - Download, BibTeX

  6. Jens Krüger, Martin Grund, Christian Tinnefeld, Benjamin Eckart, Alexander Zeier, Hasso Plattner: Hauptspeicherdatenbanken für Unternehmensanwendungen, Datenbank-Spektrum, 2010 - Download, BibTeX

2009 (3)

  1. Christian Tinnefeld, Stephan Müller, Jens Krüger, Martin Grund, Alexander Zeier: Leveraging Multi-Core CPUs in the Context of Demand Planning, 16th International Conference on Industrial Engineering and Engineering Management (IE&EM), Beijing, China, 2009 - Download, BibTeX

  2. Martin Grund, Jens Krüger, Christian Tinnefeld, Alexander Zeier: Vertical Partition for Insert-Only Scenarios in Enterprise Applications, 16th International Conference on Industrial Engineering and Engineering Management (IE&EM), Beijing, China, 2009 - Download, BibTeX

  3. Jens Krüger, Martin Grund, Christian Tinnefeld, Jan Schaffner, Stephan Müller, Alexander Zeier: Enterprise Data Management in Mixed Workload Environments, 16th International Conference on Industrial Engineering and Engineering Management (IE&EM), Beijing, China, 2009 - Download, BibTeX

2008 (4)

  1. Martin Grund, Jens Krüger, Alexander Zeier: Declarative Web Service Entities with Virtual Endpoints, IEEE SCC 2008, 2008 - Download, BibTeX

  2. Martin Grund, Jan Schaffner, Matthieu-P. Schapranow, Jens Krüger, Anja Bog: Shared Table Access Pattern Analysis for Multi-Tenant Applications, IEEE Symposium on Advanced Management of Information for Globalized Enterprises (AMIGE'08), Tianjin, China, 2008 - Download, BibTeX

  3. Martin Grund, Jens Krüger, Jan Schaffner, Matthieu-P. Schapranow, Anja Bog: Operational Reporting Using Navigational SQL, IEEE Symposium on Advanced Management of Information for Globalized Enterprises (AMIGE'08), Tianjin, China, 2008 - Download, BibTeX

  4. Matthieu-P. Schapranow, Martin Grund, Jens Krüger, Jan Schaffner, Anja Bog: Combining Advantages - Unified Data Stores in Global Enterprises, IEEE Symposium on Advanced Management of Information for Globalized Enterprises (AMIGE'08), Tianjin, China, 2008 - Download, BibTeX

Teaching Activities

  • Bachelorprojekt 2008/09 - Hauptspeicherorientierte Datenbanken *Seminar "Trends and Concepts in the Software Industry II" (Coach), Winter '09
  • Trends and Concepts Exercise Summer 2009 - Implement server side planing routines using SAP TREX
  • Seminar "Trends and Concepts in the Software Industry II" (Coach), Winter '10
  • Trends an Concepts Exercise Winter 2009/10
  • Trends an Concepts Exercise Summer 2010
  • Bachelorprojekt 2010/11 - Hauptspeicherorientierte Datenbanken

 
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