大规模分布式系统的有机设计：复杂网络视角
Organic Design of Massively Distributed Systems: A Complex Networks Perspective
摘要：
有机计算的愿景解决了未来信息系统设计中出现的挑战，这些系统由众多的、异构的、资源受限的和容易出错的组件或设备组成。在这里，有机的概念特别强调了这样一种观点，即为了便于管理，这种系统应该表现出与生物系统相似的自组织、自适应和自愈特性。近年来，人们从复杂系统科学的角度，特别是使用统计物理学和统计力学的概念框架，研究了自然系统许多有趣特征的基本原理。在这篇文章中，我们回顾了统计物理和网络系统之间的一些有趣的关系，并讨论了可预测的，可量化的和可控的自 * 属性的有机网络计算系统的工程应用。
英文摘要：
The vision of Organic Computing addresses challenges that arise in the design of future information systems that are comprised of numerous, heterogeneous, resource-constrained and error-prone components or devices. Here, the notion organic particularly highlights the idea that, in order to be manageable, such systems should exhibit self-organization, self-adaptation and self-healing characteristics similar to those of biological systems. In recent years, the principles underlying many of the interesting characteristics of natural systems have been investigated from the perspective of complex systems science, particularly using the conceptual framework of statistical physics and statistical mechanics. In this article, we review some of the interesting relations between statistical physics and networked systems and discuss applications in the engineering of organic networked computing systems with predictable, quantifiable and controllable self-* properties.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
