Trends in Computation, Communication and Storage and the Consequences for Data-intensive Science

Authors:
Simone Ferlin Oliveira;Karl Furlinger;Dieter Kranzlmuller
Affiliations:
-;-;-
Venue:
HPCC '12 Proceedings of the 2012 IEEE 14th International Conference on High Performance Computing and Communication & 2012 IEEE 9th International Conference on Embedded Software and Systems
Year:
2012

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Cited 1

A generic approach for architecture-level performance modeling and prediction of virtualized storage systems

Proceedings of the 4th ACM/SPEC International Conference on Performance Engineering

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Abstract

The way we are doing science is changing: Data analysis and computation modeling became tightly coupled. Divergent technological trends for computer processors, storage and memory and communication systems showed to be a real challenge in performance of current computing systems. In this paper we analyze the trends that influence computer performance, point out the technical challenges and introduce our vision in developing a guideline to an optimum distribution of computer resources addressing primarily data transmission issues.