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ON KNOWLEDGE GRID AND GRID INTELLIGENCE: A SURVEY   总被引:1,自引:0,他引:1  
The next generation Web Intelligence (WI) aims at enabling users to go beyond the existing online information search and knowledge queries functionalities and to gain, from the Web, practical wisdom for problem solving. To support such a Wisdom Web, we envision that a grid-like computing infrastructure with intelligent service agencies is needed, where these agencies can interact, self-organize, learn, and evolve their course of actions, identities, and interrelationships for new knowledge creation, as well as scientific and social evolution. In this paper, we first provide an overview of recent development in WI and Semantic/Knowledge Grid. Then, the fundamental capabilities of the Wisdom Web as well as the conceptual architecture of an intelligent Grid for supporting it are described. Technical challenges for realizing Grid Intelligence are highlighted and the recent advancements in related research areas are reviewed.  相似文献
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Proxy servers are common solutions to relieve organizational networks from heavy traffic by storing the most frequently referenced web objects in their local cache. These proxies are commonly known as cooperative proxy systems and are usually organized in such a way as to optimize the utilization of their storage capacity. However, the design of the organizational structure of such proxy system depends heavily on the designer's knowledge of the network's performance. This article describes three methods to tackle this load balancing problem. They allow the self-organization of proxy servers by modeling each server as an autonomous entity that can make local decisions based on the traffic pattern it has served.  相似文献
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杨博  刘际明  杨建宁  白媛  刘大有 《软件学报》2012,23(11):2955-2970
现有的传播网络结构推断方法大都面向信息传播过程,所能处理的数据与可获得的流行病监控数据形式和特性均不相同,不适合处理具有粗粒度、时空多尺度和数据缺失等特性的流行病监控数据.针对该问题,提出了基于自治计算的流行病传播网络建模方法和网络结构推断方法.该方法采用多自治体建模传播网络结构和流行病传播过程,采用蒙特卡罗模拟结合群智能优化的反馈过程调节系统参数,以缩小模拟系统涌现行为与真实监控数据间差异为目标,改变自治体的行为,促使模拟系统向真实系统逐步演化,以此方式推断出传播网络结构及与流行病相关的主要生物学参数.采用2009年H1N1猪流感在香港爆发的真实监控数据分析验证了所提出的模型与方法的有效性和适用情况,并以香港地区流行病风险评估为例介绍了流行病传播网络推断的一种应用模式.  相似文献
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