EAN: 9783031116575

SPRINGERBRIEFS IN COMPUTER SCIENCE DEVELOPING...

This open access book provides information how to choose and collect the appropriate metrics
for a software project in an organization. There are several kinds of metrics  based on the
analysis of source code and developed for different programming paradigms such as structured
programming and object-oriented programming (OOP). This way  the book follows three main
objectives: (i) to identify existing and easily-collectible measures  if possible in the early
phases of software development  for predicting and modeling both the traditional attributes of
software systems and attributes specifically related to their efficient use of resources  and
to create new metrics for such purposes  (ii) to describe ways to collect these measures during
the entire lifecycle of a system  using minimally-invasive monitoring of design-time processes
and consolidate them into conceptual frameworks able to support model building by using a
variety of approaches  including statistics  data mining and computational intelligence  and
(iii) to present models and tools to support design time evolution of systems based on
design-time measures and to empirically validate them. The book provides researchers and
advanced professionals with methods for understanding the full implications of alternative
choices and their relative attractiveness in terms of enhancing system resilience. It also
explores the simultaneous use of multiple models that reflect different system interpretations
or stakeholder perspectives.

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