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Multi-Attribute Decision Making (MADM) theory is a way to obtain good quality assessment for parallel and distributed software. It provides adequate tools to compute a synthetic characterization, named High Performance Computing (HPC) merit, which may be used in operations like software comparisons / rankings / optimizations. The paper presents the general assessment model with its associated assessment problems and a terse and telling case study. The assessment model is described and solved by the Internet mathematical service named OPTCHOICE (MADM modeling and optimal choice problem solving). It provides a multitude of normalization and solving methods generating diverse assessments, but always a global assessment is delivered.

Parallel and Distributed Software Assessment in Multi-Attribute Decision Making Paradigm