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Session 11: Performance Modeling and Evaluation   Towards A Better Understanding of Workload Dynamics on Data-Intensive Clusters and Grids Hui Li and Lex Wolters Efficient Statistical Performance Modeling for Autonomic, Service-Oriented Systems Rui Zhang, Alan Bivens and Iead Rezek Multicore Surprises: Lessons Learned from Optimizing Sweep3D on the Cell Broadband Engine Fabrizio Petrini, Gordon Fossum, Juan Fernandez, Ana Lucia Verbanescu, Mike Kistler and Michael Perrone Challenges in Mapping Graph Exploration Algorithms on Advanced Multi-core Processors Oreste Villa, Daniele Paolo Scarpazza, Fabrizio Petrini and Juan Fernandez Peinador