Abstract
The Cosmic Microwave Background (CMB) is a snapshot of the Universe some 400,000 years after the Big Bang. The pattern of anisotropies in the CMB carries a wealth of information about the fundamental parameters of cosmology. Extracting this information is an extremely computationally expensive endeavor, requiring massively parallel computers and software packages capable of exploiting them. One such package is the Microwave Anisotropy Dataset Computational Analysis Package (MADCAP) which has been used to analyze data from a number of CMB experiments. In this work, we compare MADCAP performance on the vector-based Earth Simulator (ES) and Cray X1 architectures and two leading superscalar systems, the IBM Power3 and Power4. Our results highlight the complex interplay between the problem size, architectural paradigm, interconnect, and vendor-supplied numerical libraries, while isolating the I/O filesystem as the key bottleneck across all the platforms.
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© 2004 Springer-Verlag Berlin Heidelberg
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Carter, J., Borrill, J., Oliker, L. (2004). Performance Characteristics of a Cosmology Package on Leading HPC Architectures. In: Bougé, L., Prasanna, V.K. (eds) High Performance Computing - HiPC 2004. HiPC 2004. Lecture Notes in Computer Science, vol 3296. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30474-6_23
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DOI: https://doi.org/10.1007/978-3-540-30474-6_23
Publisher Name: Springer, Berlin, Heidelberg
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