Traffic routing for evaluating self-adaptation
Traffic routing for evaluating self-adaptation
复制标题
用于评估自适应的流量路由
DOI：
10.1109/seams.2012.6224388
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发表时间：
2012
期刊：
影响因子：
--
通讯作者：
Jonathan Ramaswamy
中科院分区：
文献类型：
--
作者：
Jochen Wuttke;Yuriy Brun;Alessandra Gorla;Jonathan Ramaswamy
为了提高评估自适应机制的能力，我们提出了自动交通路由问题。这个问题涉及大量代理，部分知识和不确定性，使其非常适合使用许多不同的自适应机制解决。该问题的定义明确的性质允许对基本机制和所涉及算法进行比较和正确评估。我们（1）定义问题，（2）概述可以通过自我适应来解决的不确定性和部分信息的来源，（3）列举应评估自适应系统的维度，以提供基准，以比较以比较自动适应和传统机制，（4）呈现Adasim，这是一种开源的流量路由模拟器，可以轻松实现和比较解决自动流量路由问题的系统，（5）通过实现两个交通路由系统来演示ADASIM。
Toward improving the ability to evaluate self-adaptation mechanisms, we present the automated traffic routing problem. This problem involves large numbers of agents, partial knowledge, and uncertainty, making it well-suited to be solved using many, distinct self-adaptation mechanisms. The well-defined nature of the problem allows for comparison and proper evaluation of the underlying mechanisms and the involved algorithms. We (1) define the problem, (2) outline the sources of uncertainty and partial information that can be addressed by self-adaptation, (3) enumerate the dimensions along which self-adaptive systems should be evaluated to provide a benchmark for comparison of self-adaptation and traditional mechanisms, (4) present Adasim, an open-source traffic routing simulator that allows easy implementation and comparison of systems solving the automated traffic routing problem, and (5) demonstrate Adasim by implementing two traffic routing systems.