Unique scalable scientific algorithms are required in order to enable vital scientific research applications to exploit the computational power of large-scale systems. This is especially true for the present rate of leading petascale machines and the roadway to exascale computer as HPC systems remain to scale up in calculate node and cpu core count. Scientific algorithms for exa-flop and multi-petaflop systems require to be fault forgiving and mistake resistant, since the probability of mistakes increases with range. Durability at the system software and at the algorithmic degree is required as a crosscutting initiative. Ultimately, with the advent of heterogeneous compute nodes that use conventional cpus along with GPGPUs, scientific formulas require to match these designs to draw out the most efficiency. Scientific key science applications need unique mathematical models and system software that deal with the scalability and durability difficulties of existing- and future-generation extreme-scale HPC systems. Authors are welcomed to submit manuscripts in English structured as technological documents not surpassing 8 letter dimension pages including numbers, recommendations and tables using the IEEE layout for conference procedures. Submitted documents need to represent original unpublished research that is not presently under evaluation for any other conference or journal. At least one writer of an approved paper should sign up for and go to the workshop. Complete paper or prolonged abstract entry: 8 October, 2010; Notification of acceptance: 15 October, 2010; Camera-ready papers and expanded abstracts: 3 November, 2010. The finest papers will be released in a special Issue of Elsevier Science's International Journal of Computational Science.
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