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Proceedings Autonomous Decentralized Systems, 2005. ISADS 2005.最新文献

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Autonomous decentralized service level management for real-time assurance 自主分散的服务水平管理,实时保证
Pub Date : 2005-04-04 DOI: 10.1109/ISADS.2005.1452038
I. Luque, Xiaodong Lu, M. Kanda, K. Moriyama, Yasushi Kuba, Ryuji Takanuki
To distinguish itself in today's competitive market, the service provider can offer the customer a service level agreement. User differentiation is required, appearing a need of a system able to assure the heterogeneous requirements of the users in such a mission-critical environment. In this paper, we propose an autonomous decentralized information service architecture; where he cooperation between the autonomous subsystems - mobile agents and nodes - helps the routing of the Pull-MA requests, leading to accomplish the heterogeneous service level objectives for real-time of each user in an ever-changing environment. The effectiveness of the proposed technology has been proved through simulation. The results show that the system is able to satisfy the different requirements of real-time required by each user.
为了在当今竞争激烈的市场中脱颖而出,服务提供商可以向客户提供服务水平协议。用户差异化是必需的,在这样一个关键任务的环境中,系统需要能够保证用户的异构需求。本文提出了一种自治的分散信息服务体系结构;其中自主子系统(移动代理和节点)之间的合作有助于路由Pull-MA请求,从而在不断变化的环境中实现每个用户实时的异构服务级别目标。通过仿真验证了该技术的有效性。结果表明,该系统能够满足不同用户对实时性的不同要求。
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引用次数: 0
Decentralized architecture for fault tolerant multi agent system 容错多智能体系统的分散体系结构
Pub Date : 2005-04-04 DOI: 10.1109/ISADS.2005.1452043
Z. Khan, S. Shahid, H. F. Ahmad, Arshad Ali, H. Suguri
Multi agent systems (MAS) are expected to be involved in futuristic technologies. Agents require some execution environment in which they can publish their service interfaces and can provide services to other agent. Such execution environment is called agent platform (AP). From a technical point of view any abnormal behavior of platform can distress agents residing on that platform. That's why it is necessary to provide a suitable architecture for the AP which should not only provide fault tolerance but also scalability features. There also exist some management components within the platform, which provide services to application agents. All the agents within MAS are managed by agent management system (AMS) which is the mandatory supervisory authority of any AP. To be more scalable, a single agent platform can be distributed over several machines which not only provides load balancing but also fault tolerance depending upon the distributed architecture of the AP. In existing systems, AMS is centralized i.e. it exists on one machine. With centralized AMS, this infrastructure lacks fault tolerance, which is a key feature of high assurance. Absence of fault tolerance is the main reason for the small number of deployments of MAS. Failure of AMS leads towards abnormal behavior in the distributed platform. This paper proposes virtual agent cluster (VAC) paradigm which strongly supports decentralized AMS to achieve fault tolerance in distributed AP. VAC provides fault tolerance by using separate communication layers among different machines. Experiments show that it improves performance, brings autonomy and supports fault recovery along with load balancing in distributed AP.
多智能体系统(MAS)有望参与未来技术。代理需要一些执行环境,它们可以在其中发布自己的服务接口,并向其他代理提供服务。这种执行环境称为代理平台(AP)。从技术角度来看,平台的任何异常行为都会使驻留在该平台上的代理陷入困境。这就是为什么有必要为AP提供合适的体系结构,该体系结构不仅应该提供容错功能,还应该提供可伸缩性功能。平台中还存在一些管理组件,它们向应用程序代理提供服务。MAS中的所有代理都由代理管理系统(AMS)管理,该系统是任何AP的强制性监督机构。为了更具可扩展性,单个代理平台可以分布在多台机器上,这不仅提供负载平衡,还可以根据AP的分布式架构提供容错。在现有系统中,AMS是集中式的,即它存在于一台机器上。对于集中式AMS,这种基础设施缺乏容错性,而容错性是高保证的关键特征。缺乏容错能力是MAS部署数量少的主要原因。AMS故障会导致分布式平台出现异常行为。本文提出了虚拟代理集群(VAC)模式,该模式强有力地支持分散的AMS来实现分布式AP的容错。VAC通过在不同机器之间使用单独的通信层来实现容错。实验表明,该方法提高了分布式AP的性能,带来了自主性,并支持故障恢复和负载均衡。
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引用次数: 31
Autonomics in telecommunications service activation 电信业务激活中的自治问题
Pub Date : 2005-04-04 DOI: 10.1109/ISADS.2005.1452183
S. Magrath, F. Chiang, S. Markovits, R. Braun, F. Cuervo
The motivation for this paper is to extend the state of the art in distributed autonomics praxis as applied to telecommunications network management. We describe how the task assignment problem, common in telecommunications service activation workflow processes, can be effectively solved through the use of distributed autonomic auction agents. In doing so, we present our telecommunications service architecture that locates autonomic mechanisms. We describe a formal framework for the autonomic mechanism based on Holland's adaptation theory. We then present the results of an experimental simulation study that shows that the autonomic mechanism provides near optimal performance for the problem, whilst conferring significant advantages over other common implementations in terms of robustness, scalability and disaster recovery. We conclude that autonomic mechanisms confer significant advantages to TMN, but it does so by hiding complexity rather than simplifying the system operations as has sometimes been reported.
本文的动机是将分布式自治实践的最新技术扩展到电信网络管理中。我们描述了如何通过使用分布式自治拍卖代理有效地解决电信服务激活工作流过程中常见的任务分配问题。在此过程中,我们展示了定位自治机制的电信服务体系结构。本文以Holland的适应理论为基础,描述了自主机制的形式化框架。然后,我们给出了一项实验模拟研究的结果,该结果表明,自治机制为该问题提供了接近最佳的性能,同时在鲁棒性、可伸缩性和灾难恢复方面,与其他常见实现相比,具有显著的优势。我们得出结论,自主机制赋予TMN显著的优势,但它是通过隐藏复杂性而不是简化系统操作来实现的,正如有时报道的那样。
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引用次数: 13
Web services-based collaborative and cooperative computing 基于Web服务的协作和协作计算
Pub Date : 2005-04-04 DOI: 10.1109/ISADS.2005.1452134
W. Tsai, Z. Cao, Yinong Chen, R. Paul
This paper presents an integrated development process for Web services. The key differences with the traditional software development are that this new process involves collaboration and cooperation among all parties involved: developers, brokers, and clients. The process defines a new way of developing trustworthy Web services based on the existing Internet infrastructure. The paper serves as a roadmap to research on Web services specification, discovery, ontology, composition, re-composition, testing, reliability assessing, ranking, and collaboration and cooperation among all parities involved in Web services research, development, and application.
本文介绍了Web服务的集成开发过程。与传统软件开发的关键区别在于,这个新过程涉及到所有相关方之间的协作和合作:开发人员、代理和客户。该过程定义了一种基于现有Internet基础设施开发可信Web服务的新方法。本文可作为研究Web服务规范、发现、本体、组合、重组、测试、可靠性评估、排序以及Web服务研究、开发和应用中涉及的各方之间的协作和合作的路线图。
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引用次数: 13
WNN-based NGN traffic prediction 基于无线网络的下一代网络流量预测
Pub Date : 2005-04-04 DOI: 10.1109/ISADS.2005.1452059
Qigang Zhao, X. Fang, Qunzhan Li, Zhengyou He
In this paper we introduce a methodology to predict IP traffic in IP-based next generation network (NGN). By using Netflow traffic collecting technology, we've collected some traffic data for the analysis from an NGN operator. To build wavelet basis neural network (NN), we replace Sigmoid function with the wavelet in NN, and use wavelet multiresolution analysis method to decompose the traffic signal and then employ the decomposed component sequences to train the NN. By using the methods, we build a NGN traffic prediction model by which to predict one day's traffic. The experimental results show that the traffic prediction method of wavelet NN (WNN) is more accurate than that without using wavelet in the NGN traffic forecasting.
本文介绍了一种基于IP的下一代网络(NGN)中IP流量预测的方法。通过使用Netflow流量采集技术,我们从一家NGN运营商那里收集了一些流量数据进行分析。为了构建小波基神经网络(NN),我们将神经网络中的小波替换为Sigmoid函数,并利用小波多分辨率分析方法对交通信号进行分解,然后利用分解后的分量序列对神经网络进行训练。利用这些方法,我们建立了NGN流量预测模型,用于预测某一天的流量。实验结果表明,小波神经网络(WNN)的流量预测方法比不使用小波神经网络的流量预测方法更准确。
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引用次数: 20
The Yaoyorozu project designing ubiquitous information society in 2010 2010年设计泛在信息社会的尧尧祖项目
Pub Date : 2005-04-04 DOI: 10.1109/ISADS.2005.1452114
M. Funabashi, K. Homma, Toshiro Sasaki
The Yaoyorozu project has been conducted in order to design ubiquitous information society in 2010. This design problem calls for collaboration of humanity and engineering sciences. In order to foster collaboration among researchers in diversified disciplines, development of scenarios is emphasized that facilitates communications and discussions among the participants. The present paper describes background and the research organization as well as summary of the research accomplishments so far.
Yaoyorozu项目是为了在2010年设计无处不在的信息社会而进行的。这个设计问题需要人文科学和工程科学的合作。为了促进不同学科的研究人员之间的合作,强调了场景的发展,以促进参与者之间的交流和讨论。本文介绍了研究背景和研究组织,并对迄今为止的研究成果进行了总结。
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引用次数: 1
IIPP and CIT based intelligent autonomous QA system 基于IIPP和CIT的智能自主QA系统
Pub Date : 2005-04-04 DOI: 10.1109/ISADS.2005.1452149
Wang Cong, Guo Yahui, L. Jianyi
This paper proposes an architecture of autonomous question answering system, which is based on intelligent information push-pull (IIPP) technology, comprehensive information (CI) theory and intelligent autonomous decentralized systems (IADS). In this system, topic-based association rules mining is applied for finding all association rules and a new criterion, IIPP for acquiring the required knowledge from large information source. The effectiveness of this system is demonstrated in the rural information system, which has not only autonomous controllability and coordinability, but also some activity, mobility, sensibility, reactivity and sociality.
本文提出了一种基于智能信息推拉(IIPP)技术、综合信息(CI)理论和智能自治分散系统(IADS)的自主问答系统架构。该系统采用基于主题的关联规则挖掘技术来查找所有的关联规则,并采用IIPP标准从海量信息源中获取所需的知识。农村信息系统不仅具有自主的可控性和协调性,而且具有一定的活动性、移动性、敏感性、反应性和社会性。
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引用次数: 0
A bidding strategy for advance resource reservation in sequential ascending auctions 序升拍卖中资源提前预留的竞价策略
Pub Date : 2005-04-04 DOI: 10.1109/ISADS.2005.1452068
Zhixing Huang, Yuhui Qiu
Grid computing is a newly emerging technology that enables users to share a large number of computing resources distributed over a network. Due to that grid, computational resources are not storable, the advance reservation of these resources is necessary for users to request resources from multiple scheduling systems at a specific time. Meanwhile, auction is an appropriate mechanism to reach an economically efficient allocation of goods, services, resources, etc. In this paper, we use auction-based scheduling method for resource reservation. We propose a variant version of traditional ascending auction for automatic resource reservation. And we introduce a novel heuristic strategy to guide agents on participating actions, we also compare our bidding strategies with several other different bidding strategies for the computational resource reservation in homogenous and heterogeneous scenarios. The experimental results show that our heuristic bidding strategy outperforms those methods in both cases.
网格计算是一种新兴技术,它使用户能够共享分布在网络上的大量计算资源。由于这种网格,计算资源是不可存储的,这些资源的预先预留对于用户在特定时间从多个调度系统请求资源是必要的。同时,拍卖是实现商品、服务、资源等经济高效配置的合适机制。本文采用基于拍卖的资源预留调度方法。提出了一种基于传统升序拍卖的资源自动预约算法。引入了一种新的启发式策略来指导智能体的参与行为,并在同质和异构场景下,将我们的竞价策略与其他几种不同的竞价策略进行了比较。实验结果表明,启发式竞价策略在两种情况下都优于上述方法。
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引用次数: 7
An immune-based model for Web data mining 基于免疫的Web数据挖掘模型
Pub Date : 2005-04-04 DOI: 10.1109/ISADS.2005.1452133
Wang Feng, Xuwei Li, Zhu Hong
This paper presents an immune-based model for Web data mining, in which the rule library and statistic dictionary are used to build search schemas, and data from different sources are wrapped to XML. By using Web content mining and Web structure mining, data are abstracted to mediated schemas and then compared with search schemas. As the information about Web page content and its links are optimized, the traditional search strategy based on keyword matching can be improved. At the same time, many ideas of immune system are introduced to increase the search efficiency. Now many Web data mining system using immune approaches by Andrew Seeker, Alex A. Freitas, and Jon Timmis, (2003), H.A. Abbass, R.A. Sarker, and C.S. Newton (2001) are concerned with data clustering, while immunity is mainly used for data processing after clustering in this model.
本文提出了一种基于免疫的Web数据挖掘模型,该模型利用规则库和统计字典构建搜索模式,并将不同来源的数据包装成XML。通过Web内容挖掘和Web结构挖掘,将数据抽象为中介模式,然后与搜索模式进行比较。随着网页内容及其链接信息的优化,传统的基于关键词匹配的搜索策略得到了改进。同时,为了提高搜索效率,引入了许多免疫系统的思想。目前,Andrew Seeker、Alex A. Freitas和Jon Timmis(2003)、H.A. Abbass、R.A. Sarker和C.S. Newton(2001)等使用免疫方法的Web数据挖掘系统主要关注数据聚类,而免疫主要用于该模型中聚类后的数据处理。
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引用次数: 4
A multiagent-based path rerouting method in MPLS networks MPLS网络中基于多agent的路径重路由方法
Pub Date : 2005-04-04 DOI: 10.1109/ISADS.2005.1452136
S. Inoue, Naoki Ueno, M. Amamiya, Y. Kakuda
The constraint-based routed label distribution protocol (CR-LDP) is a well-known traffic engineering technologies in MPLS networks. CR-LDP is a signaling protocol for establishing a label switching path (LSP) and has a function such that CR-LDP coordinates LSPs that conflict (for example, the LSPs share a link). However CR-LDP coordinates such LSPs only. Therefore such coordination (i.e. rerouting a LSP) would result in other conflicts (i.e. the rerouted LSP would share a link with other LSPs). This paper proposes a new traffic engineering method which is called the "multiagent-based path rerouting method (MPRM)". When a conflict occurs, MPRM coordinates all LSPs without concerning the conflict in order to avoid new conflicts caused by dissolving the conflict. For avoidance of new conflicts, MPRM performs not only rerouting of LSPs that make the conflict but also rerouting some LSPs that result in no conflicts. This paper also evaluates basic performance of CR-LDP and MPRM.
基于约束的路由标签分发协议CR-LDP (routing label distribution protocol)是一种著名的MPLS网络流量工程技术。CR-LDP是一种建立LSP (label switching path)的信令协议,具有协调冲突LSP(如共享一条链路)的功能。但是CR-LDP只协调这样的lsp。因此,这种协调(即重路由)会导致其他冲突(即重路由的LSP会与其他LSP共享一条链路)。本文提出了一种新的流量工程方法——“基于多智能体的路径重路由方法(MPRM)”。当冲突发生时,MPRM在不考虑冲突的情况下协调所有lsp,避免冲突解除后产生新的冲突。为了避免新的冲突,MPRM不仅对产生冲突的lsp进行重路由,而且对不产生冲突的lsp进行重路由。本文还对CR-LDP和MPRM的基本性能进行了评价。
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引用次数: 3
期刊
Proceedings Autonomous Decentralized Systems, 2005. ISADS 2005.
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