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IRF-IT

Dr.-Ing. Christian Grimme Photo of Dr.-Ing. Christian Grimme

Address

Technische Universität Dortmund
Institut für Roboterforschung
Abteilung Informationstechnik
Otto-Hahn-Str. 8, Einfahrt 32-34
44221 Dortmund

Room IRF, 2. OG, 302

Info

 Research Interests

  • Evolutionary Multi-Objective Optimization and Nature Inspired Algorithms
    • The Predator Prey Model
    • Applications on Scheduling Problems (Materials)
  • Scheduling Algorithms
  • Grid Computing and Grid Scheduling

 

Projects

  • 2006-2009: Collaborative Climate Community Data and Processing Grid Project (C3-Grid)
  • 2009-2012: Grid für die Wissenschaft (WissGrid)

 

Teaching

Winter Term 2011/2012
  • Seminar: Optimierungsmethoden II
Summer Term 2011
  • Tutorial: Scheduling Probleme - Algorithmen und Anwendungen
Winter Term 2010/2011
  • Project Group (A&R): Multi-Objective Scheduling using Evolutionary Algorithms
  • Project Group (PG-547): Produktive Cloud Middleware
Summer Term 2010
  • Tutorial: Scheduling Probleme - Algorithmen und Anwendungen
  • Project Group (PG-547): Produktive Cloud Middleware
Winter Term 2009/2010
  • Seminar: Optimierungsmethoden I
  • Project Group (PG-538): Clouds - Peerbasiertes On-Demand Computing
Summer Term 2009
  • Tutorial: Scheduling Probleme - Algorithmen und Anwendungen
  • Seminar: Grid Technologien - Ausgewählte Themen
  • Project Group (PG-538): Clouds - Peerbasiertes On-Demand Computing
Winter Term 2008/2009
  • Seminar: Grid Technologien - Ausgewählte Themen
  • Project Group (PG-527): Entwicklung eines parallelen Frameworks für den Entwurf von Räuber-Beute-Systemen in der mehrkriteriellen Optimierung
Summer Term 2008
  • Tutorial: Scheduling Probleme - Algorithmen und Anwendungen
  • Project Group (PG-527): Entwicklung eines parallelen Frameworks für den Entwurf von Räuber-Beute-Systemen in der mehrkriteriellen Optimierung
  • Seminar: Grid Technologies - Selected Topics
Winter Term 2007/2008
  • Seminar: Grid Scheduling - Concepts and Technologies
Summer Term 2007
  • Seminar: Scheduling im Grid
  • Tutorial: Scheduling Problems and Solutions
Winter Term 2006/2007
  • Seminar: Softwareentwicklung in Grid-Umgebungen

 

Publications 

2011
Grimme, C., Lepping, J. & Papaspyrou, A., Parallel Predator-Prey Interaction for Evolutionary Multi-Objective Optimization. Natural Computing, 2011, available online.
Grimme, C. & Lepping, J., Integrating Niching into the Predator-Prey Model using Epsilon-Constraints. In Prococeedings of the Genetic and Evolutionary Computation Conference (GECCO 2011), Dublin Ireland, July 2011. ACM Press
Grimme, C., Kemmerling, M. & Lepping, J., An Expertise-Guided Multi-Criteria Approach to Scheduling Problems. In Prococeedings of the Genetic and Evolutionary Computation Conference (GECCO 2011), Dublin Ireland, July 2011. ACM Press
Grimme, C. & Lepping, J., Combining Basic Heuristics for Solving Multi-objective Scheduling Problems . In Proceedings of the 2011 IEEE Symposium on Computational Intelligence in Scheduling (CI-Sched 2011), Paris, 2011.
2010
Fölling, A., Grimme, C., Lepping, J. & Papaspyrou, A., Robust Load Delegation in Service Grid Environments, IEEE Transactions on Parallel and Distributed Systems, 21(9): 1304-1316, 2010
Fölling, A., Grimme, C., Lepping, J. & Papaspyrou, A., Connecting Community-Grids by Supporting Job Negotiation with Co-evolutionary Fuzzy-Systems , Soft Computing - A Fusion of Foundations, Methodologies and Applications , Springer, 2010.
Grimme, C., Lepping, J., Moreno Picon, J. & Papaspyrou, A.,Applying P2P Strategies to Scheduling in Decentralized Grid Computing Infrastructures. In Proceedings of the 39th International Conference on Parallel Processing Workshops, pp. 295-302, San Diego, 2010.
Fölling, A., Grimme, C., Lepping, J. & Papaspyrou, A.,The Gain of Resource Delegation in Distributed Computing Environments. In Proceedings of the 15th Job Scheduling Strategies for Parallel Processing, Lecture Notes in Computer Science (LNCS), vol. 6253, pp. 77-92, Atlanta, 2010, Springer.
2009
Fölling, A., Grimme, C., Lepping, J., Papaspyrou, A. & Schwiegelshohn, U.,Competitive Co-evolutionary Learning of Fuzzy Systems for Job Exchange in Computational Grids. Evolutionary Computation, 17(4): 545-560, 2009.
Fölling, A., Grimme, C., Lepping, J. & Papaspyrou, A.,Co-evolving Fuzzy Rule Sets for Job Exchange in Computational Grids. In Proceedings of the 2009 IEEE International Conference on Fuzzy Systems, pp. 1683--1688, August 2009. IEEE Press
Fölling, A., Grimme, C., Lepping, J. & Papaspyrou, A., Decentralized Grid Scheduling with Evolutionary Fuzzy Systems. In Proceedings of the 14th Job Scheduling Strategies for Parallel Processing, Lecture Notes in Computer Science (LNCS), 2009.Springer.
Grimme, C., Lepping, J. & Papaspyrou, A.,Adapting to the Habitat: On the Integration of Local Search into the Predator-Prey Model. In Proceedings of the Fifth International Conference on Evolutionary Multi-Criterion Optimization, Lecture Notes in Computer Science (LNCS), pp. 510-524, 2009.
Grimme, C. & Papaspyrou, A.,Cooperative Negotiation and Scheduling of Scientific Workflows in the Collaborative Climate Community Data and Processing Grid. Future Generation Computer Systems, 25:301-307, 2009.
Plantikow, S., Peter, K., Högqvist, M., Grimme, C. & Papaspyrou, A., Generalizing the Data Management of Three Community Grids. Future Generation Computer Systems, 25:281-289,2009.
 2008
Grimme, C., Lepping, J. & Papaspyrou, A., Prospects of Collaboration between Compute Providers by means of Job Interchange. In Proceedings of the 13th Job Scheduling Strategies for Parallel Processing, Lecture Notes in Computer Science (LNCS), vol. 4942, pp. 132-151, April 2008. Springer.
Grimme, C., Lepping, J. & Papaspyrou, A., Benefits of Job Exchange Between Autonomous Sites in Decentralized Computational Grids. In Proccedings of the 8th IEEE International Symposium on Cluster Computing and the Grid (CCGrid), pp. 25-32, May 2008. IEEE Computer Society.
Grimme, C., Lepping, J. & Papaspyrou, A., Discovering Performance Bounds for Grid Scheduling by using Evolutionary Multiobjective Optimization. In Prococeedings of the Genetic and Evolutionary Computation Conference (GECCO 2008), Atlanta, Georgia, USA, July 2008. ACM Press.
Grimme, C., Lepping, J. & Papaspyrou, A., The Parallel Predator-Prey Model: A Step Towards Practical Application. In Proceedings of the 10th International Conference on Parallel Problem Solving From Nature (PPSN), Lecture Notes in Computer Science (LNCS), September 2008. Springer.
2007
Freitag, S., Grimme, C., Papaspyrou, A. & Schley, L., On the Applicability of OGSA-BES to D-Grid Community Scheduling Systems. In Proceedings of the German E-Science Conference (GES), Baden-Baden, Germany, May 2007.
Grimme, C., Langhammer, T., Papaspyrou, A. & Schintke, F., Negotiation-based Choreography of Data-intensive Applications in the C3Grid Project. In Proceedings of the German E-Science Conference (GES), Baden-Baden, Germany, May 2007.
Grimme, C. & Lepping, J., Designing Multi-Objective Variation Operators Using a Predator-Prey Approach. In Proceedings of the Fourth International Conference on Evolutionary Multi-Criterion Optimization, Lecture Notes in Computer Science (LNCS), vol. 4403, pp. 21-35, March 2007. Springer.
Grimme, C., Lepping, J. & Papaspyrou, A., Exploring the Behavior of Building Blocks for Multi-Objective Variation Operator Design using Predator-Prey Dynamics. In Prococeedings of the Genetic and Evolutionary Computation Conference (GECCO 2007), pp. 805-812, London, June 2007. ACM Press.
Grimme, C., Lepping, J. & Papaspyrou, A., Identifying Job Migration Characteristics in Decentralized Grid Scheduling Scenarios. In Proceedings of the 19th International Conference on Parallel and Distributed Computing and Systems (PDCS), pp. 124-129, Cambridge (MA), USA, November 2007. ACTA Press.
Grimme, C., Lepping, J., Papaspyrou, A., Wieder, P., Yahyapour, R., Oleksiak, A., Wäldrich, O. & Ziegler, W., Towards a standards-based Grid Scheduling Architecture. Institute on Resource Management and Scheduling, CoreGRID Technical Report, TR-0123, December 2007.
 2006
Grimme, C. & Schmitt, K., Inside a Predator-Prey Model for Multi-Objective Optimization: A Second Study. In Proc. Genetic and Evolutionary Computation Conf.(GECCO 2006), Seattle WA, pp. 707-714, New York, 2006. ACM Press.
 2005
C. Grimme. Räuber-Beute-Systeme für die mehrkriterielle Optimierung. Internal Report of the Systems Analysis Research Group SYS-5/05, ISSN: 0941-4568, Dortmund University, Computer Science Section, December 2005.
 

Reviewing / Program Committee Activities

IEEE Transactions on Evolutionary Computation (TEVC)
European Conference on Parallel and Distributed Computing (EuroPar 2009)
Conference on Evolutionary Multi-Criterion Optimization (EMO 2009)
IEEE/ACM International Conference on Grid Computing (Grid 2008)
European Conference on Parallel and Distributed Computing (EuroPar 2008)
CoreGRID Integration Workshop (CoreGrid-WS 2008)
IEEE International Parallel & Distributed Processing Symposium (IPDPS 2007)
Conference on Evolutionary Multi-Criterion Optimization (EMO 2007)
International Symposium on Cluster Computing and the Grid (CCGrid 2007)
European Conference on Parallel and Distributed Computing (EuroPar 2007)
IEEE/ACM International Conference on Grid Computing (Grid 2007)

 

Grants and Awards

ACM Student Grant for participating in GECCO 2008, Atlanta, GA, USA
ACM Student Grant for participating in GECCO 2007, London, UK
Student Grant (Sponsor: Platform Computing), EMO 2007, Matsushima, Japan
Grid Today - Editor Choice Award 2006 within the D-Grid Community (Most Innovative Grid Implementation, C3-Grid)
ACM Student Grant for participating in GECCO 2006, Seattle, WA, USA