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Adaptive per-user per-object cache consistency management for mobile data access in wireless mesh networks 总被引:1,自引:0,他引:1
Yinan LiAuthor Vitae Ing-Ray Chen Author Vitae 《Journal of Parallel and Distributed Computing》2011,71(7):1034-1046
We propose and analyze an adaptive per-user per-object cache consistency management (APPCCM) scheme for mobile data access in wireless mesh networks. APPCCM supports strong data consistency semantics through integrated cache consistency and mobility management. The objective of APPCCM is to minimize the overall network cost incurred due to data query/update processing, cache consistency management, and mobility management. In APPCCM, data objects can be adaptively cached at the mesh clients directly or at mesh routers dynamically selected by APPCCM. APPCCM is adaptive, per-user and per-object as the decision regarding where to cache a data object accessed by a mesh client is made dynamically, depending on the mesh client’s mobility and data query/update characteristics, and the network’s conditions. We develop analytical models for evaluating the performance of APPCCM and devise a computational procedure for dynamically calculating the overall network cost incurred. We demonstrate via both model-based analysis and simulation validation that APPCCM outperforms non-adaptive cache consistency management schemes that always cache data objects at the mesh client, or at the mesh client’s current serving mesh router for mobile data access in wireless mesh networks. 相似文献
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韩磊 《计算机光盘软件与应用》2011,(15)
在当今激烈的竞争中,信息对于医院及学校的生存与发展起着至关重要的作用。在信息分析研究中,采用数据仓库技术能大大提高方便性、准确性和及时性,可支持单位的行政管理及主管部门的决策。该文介绍了数据仓库的产生、发展,数据仓库与传统数据库相比所具有的优点以及如何建立数据仓库,在信息管理系统中,数据仓库如何应用及体现。 相似文献
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Broadcast schemes play an important role in the performance of mobile ad hoc networks, which are a clear example of ubiquitous wireless multi-hop networks where nodes collaborate in a distributed way. They are widely used as a dissemination mechanism and as a part of the discovery phase of routing protocols. The simple flooding algorithm is the usual mechanism employed in mobile ad hoc networks, but its inefficiency has been demonstrated in congested scenarios due to the high number of collisions and contentions. However, these problems can be partially alleviated by using a probabilistic broadcast approach in which every node forwards the incoming packets according to a certain forwarding probability. In this paper, we use a simple probabilistic broadcast protocol to evaluate the effects of congestion on the performance of broadcasting in ad hoc networks through a mediation analysis. We hypothesize that the congestion mediates in the relationship between the forwarding probability (independent variable) and the output metric (dependent variable). We consider several output metrics according to the application of the broadcasting protocol such as reachability, broadcasting delay, packet delivery fraction and end to end delay. The simulation results show the existence of the mediating effects and how such effects may be counterbalanced depending on the target use of the probabilistic broadcast scheme. 相似文献
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随着大数据技术的不断成熟,大数据环境下数据治理工作对企业数据资产管理提出更高的要求。大数据时代,数据即为资产,且数据呈现出新的特点,即需要处理的数据量更大,需要处理的数据种类更多,数据产生和变化的速度更快。电网大数据具有多样性、一源共享、多源多标准、业务连动性等特点,如何针对全局数据的可用性、完整性、安全性和可用性进行全面管理,利用电网海量生产、运行数据从而产生实际的应用价值并且使得结构化和非结构化的信息价值最大化,已成为迫切需要解决的问题。本文针对数据分析问题,设计并实现一种完善的大数据调度管理平台,来满足可扩展的、分布式的、支持异构分析工具的、面向服务的大数据的要求,加快数据分析速度,为企业管理提供更好的服务。 相似文献
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We study the problem of designing a storage efficient secure multicast key management scheme based on one-way function trees (OFT) for a prespecified key update communication overhead. Canetti, Malkin and Nissim presented a hybrid model that divides a group of N members into clusters of M members and assigns each cluster to one leaf node of a key tree. Using the model, we formulate a constrained optimization problem to minimize the center storage in terms of the cluster size M. Due to the monotonicity of the center storage with respect to M, we convert the constrained optimization into a fixed point equation and derive the optimal M* explicitly. We show that the asymptotic value of the optimal M*, given as with μ=O(logN) and a being the degree of a key tree, leads to the minimal storage as , when the update communication constraint is given as O(logN). We present an explicit design algorithm that achieves minimal center storage for a given update communication constraint. 相似文献
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本文的研究工作主要围绕在医院信息系统(HIS)中使用数据挖掘技术展开。将数据挖掘理论应用于实际的医院信息系统(HIS)系统中,实现医院信息系统(HIS)系统与数据挖掘技术的结合。本文对数据挖掘的概念及国内外应用现状,以及数据挖掘在医院信息系统中的应用和展望进行了阐述。 相似文献
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吴超飞 《计算机光盘软件与应用》2012,(4):54+68
信息管理中,数据库管理是其中最为重要的环节。如何解决好信息管理中数据库技术问题是各种软件设计、系统开发需要考虑的首要问题,本文就其话题进行了论述,首先从数据库技术发展的概述进行分析,其次从数据库技术在信息管理中的特征着手,最后提出了数据库技术在信息管理中的应用对策,主要有加强数据库系统的完整性、提高数据库技术的安全性、促进数据库与信息管理一体化三个方面,为数据库技术的发展具有重要的现实意义。 相似文献
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提出了一种基于压缩矩阵运算的电信告警关联规则挖掘算法.它解决了apriori等算法需多次扫描数据库的问题,通过扫描告警事务库并进行压缩变换得到压缩告警关联矩阵,对关联矩阵进行运算得到告警间的关联规则.仿真实验证明,该算法与apriori等算法相比,时间效率有了明显提高,同时有效节约了存储空间. 相似文献
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As the number of video streams to be supported by a digital video delivery system (DVDS) increases, an improved understanding
of the necessity for reliable and cost-efficient support for a considerable number of video streams (in the magnitude of tens
of thousands), and the dependency largely on software capabilities emerges. Even in the presence of an optimal hardware configuration,
or model, and associated costs, using software to exploit the underlying hardware capabilities is of paramount importance.
Although a number of DVDSs have become operational, their ability to deliver the required services mainly depends on the small
number of streams supported and the hardware trade-offs. It is imperative that current software developments account for
the eventual scalability of the number of video streams without commensurate increase in hardware. In this paper, we present
strategies for the management of video streams in order to maintain and satisfy their space and time requirements. We use
a DVDS architectural model with functionally dichotomized nodes: a single-node partition is responsible for data retrieval,
while the remaining partition of nodes accepts user requests, determines object locations, and routes requests through the
network that connects both partitions. We present a detailed analysis of the issues related to queuing I/O requests and data
buffering. The discussion includes the requirements for arranging and scheduling I/O requests and data buffers, with the objective
of guaranteeing the required data availability rates for continuous media display. 相似文献
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张安峰 《电脑编程技巧与维护》2011,(14):47-49
从分析目前高校实验室管理的内容和存在的主要问题出发,提出了实验室网络信息化管理平台的设计方案,方案采用前台应用层、中间业务层、后台数据层三层架构,基于B/S和C/S相结合的开发模式和模块化设计的体系结构. 相似文献
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Jeffrey E. Wieselthier Craig M. Barnhart Anthony Ephremides 《Discrete Event Dynamic Systems》1995,5(2-3):243-280
In this paper we apply the ideas of ordinal optimization and the technique of Standard Clock (SC) simulation to the voice-call admission-control problem in integrated voice/data multihop radio networks. This is an important problem in networking that is not amenable to exact analysis by means of the usual network modeling techniques. We first describe the use of the SC approach on sequential machines, and quantify the speedup in simulation time that is achieved by its use in a number of queueing examples. We then develop an efficient simulation model for wireless integrated networks based on the use of the SC approach, which permits the parallel simulation of a large number of admission-control policies, thereby reducing computation time significantly. This model is an extension of the basic SC approach in that it incorporates fixed-length data packets, whereas SC simulation is normally limited to systems with exponentially distributed interevent times. Using this model, we demonstrate the effectiveness of ordinal-optimization techniques, which provide a remarkably good ranking of admission-control policies after relatively short simulation runs, thereby facilitating the rapid determination of good policies. Moreover, we demonstrate that the use of crude, inaccurate analytical and simulation models can provide highly accurate policy rankings that can be used in conjunction with ordinal-optimization methods, provided that they incorporate the key aspects of system operation. 相似文献
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本文论述了政府机关人事工资信息管理系统的设计目标以及系统的功能结构,结合实际项目的背景,提出了人事工资管理系统的解决方案,并以分模块的形式探讨了系统的功能,介绍了系统的特点。 相似文献
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Green manufacturing has been a major concern in recent years. As product lifecycle management strategies embrace sustainability within its spectrum of multi-disciplinary efforts, it has become crucial that manufacturing companies have the ability to exchange product and process related data with emphasis on sustainability not only amongst its internal information systems like CAD, CAPP and ERP, but also throughout their supply chain and other stakeholders. Industry demands solutions for interoperability between heterogeneous systems that can account for the necessary semantics in order to establish seamless, unambiguous information sharing of data from a product's cradle to its grave. One of the most promising approaches to overcome these issues is the use of ontologies that serve as interlingua, for translating between local data structures. The present research proposes an ontology that relates sustainability terms to product and process data entities through semantic ties. 相似文献
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对于信息中心网络(ICN)中原始数据恢复机制的网络带宽利用率低下的问题,提出一种基于网络编码的实时数据重传(NC-RDR)算法。首先,根据网络的实时状态对网络中丢失的数据包进行统计;然后,将网络编码结合到信息中心网络中,对统计的丢失的数据包进行组合编码;最后,将编码后的数据包重传发送给接收端。对提出的方案进行分析,仿真结果表明,与基于网络编码的多播数据恢复(NC-MDR)算法相比,在传输带宽(平均传输次数)方面,降低了约30%,因此,在信息中心网络中,该算法能有效地减少网络重传次数,提高网络传输效率。 相似文献