- author = "Lidia Yamamoto and Christian Tschudin",
- title = "Experiments on the Automatic Evolution of Protocols using Genetic Programming",
- institution = "University of Basel",
- year = "2005",
- number = "CS-2005-002",
- month = "21 " # apr,
- keywords = "genetic algorithms, genetic programming, protocol synthesis, protocol evolution",
-
URL = "
http://cn.cs.unibas.ch/people/ly/doc/wac2005tr-lyct.pdf",
-
abstract = "One of the biggest challenges in obtaining truly
autonomic, self managed networks is to automate the
process of software evolution, and in particular, the
evolution of protocol implementations and
configurations. Such networks ultimately require
self-modifying, evolving protocol software. Otherwise
humans must intervene in every situation that has not
been anticipated at design time. For this to become
feasible autonomic systems must ensure non-disruptive,
resilient on-line software evolution.
We are starting to explore approaches to network evolution that operate directly at the code level. We investigate related code steering techniques in two directions: One is the fully automatic selection of protocol service elements where, depending on device characteristics and current operation environment, each communication entity has to select among a potentially wide variety of protocol implementations providing similar services. The other direction relates to the automatic synthesis of new protocol elements which are the result of optimising existing implementations for a specific context. In both cases we look at genetic programming as a tool to generate new code and software configurations automatically. We propose a framework for such a resilient protocol evolution and report on first exploratory results on the adaptation and re-adaptation to environmental conditions, and the elimination of superfluous code.",
-
notes = "A slightly condensed version of this report will
appear at LNCS 3854, Proc. 2nd. Workshop on Autonomic
Communication (WAC 2005),
\cite{conf/wac/YamamotoT05}.
Cited by \cite{Weise:2011:ieeeTEC}",
- size = "16 pages",
