Simulation and design studies of knowledge processing in intelligent network environments.
Item
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Title
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Simulation and design studies of knowledge processing in intelligent network environments.
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Identifier
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AAI3047235
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identifier
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3047235
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Creator
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Kazmi, Tasneem H.
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Contributor
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Adviser: Syed V. Ahamed
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Date
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2002
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Language
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English
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Publisher
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City University of New York.
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Subject
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Computer Science | Artificial Intelligence
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Abstract
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The communication market is witnessing unprecedented growth fueled by an information explosion and a technology explosion. In the radio frequency domain, the trend is to shift from narrowband to wideband with a host of standards designed for a variety of application needs. Many technologies including wideband code-division multiple access, intelligent antennas, software-defined radio, and digital processing devices are greatly improving the spectral efficiency of third-generation wireless systems.;In the mobile network area, we are moving from circuit-switched systems to packet-switched systems and eventually an all-IP network will evolve from it. The IP provides a multi-service layer, which has enormous potential to generate revenues. The technology of wireless mobile Internet is expected to revolutionize the world in terms of services which could be provided to the customers at any place and at any time, at reasonably affordable cost.;Wireless and photonic networks can handle the deluge of Internet traffic explosion both in core and access networks. The variety and volume of information is growing every day, resulting in increase, in the demands of various types of multimedia services.;Knowledge Processing is an innovative, creative, and fascinating aspect of human life in which intuitive queries are addressed to the network by the users so as to obtain appealing, satisfying, and comprehensive responses from the network, and the knowledge-based intelligent network responds to the inquirers after processing the queries through its knowledge processing units and knowledge databases. Therefore, a study of multi-layered designs of knowledge-based networks with intelligence embedded in network components is proposed to accept this challenge so as to meet ever-growing multimedia service requirements and diversified queries of the customers.;In this thesis, various aspects of intelligent network designs, their topologies, and appropriate simulation methodologies were studied to evaluate the network efficiency with respect to parameters: inter-arrival time, buffer size, rate control, flow control, and trafficking policy. The impacts of these parameters were observed, assessed and analyzed for channel utilization, protocol utilization, throughput, traffic pattern, different types of delays, and efficiency of knowledge processing, based on simulation reports and graphs.;In a nutshell, "This research deals with various aspects of Designs and Simulation Methodologies of Knowledge-Based Intelligent Networks capable of performing knowledge processing with varying parameters and network characteristics at different levels of human accessibility". It is envisioned that knowledge-based intelligent network infrastructure equipped with knowledge processing functions will spawn new markets for entrepreneurial developers, spurring competition and accelerating the creation of innovative solutions for all facets of global communications.
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Type
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dissertation
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Source
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PQT Legacy CUNY.xlsx
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degree
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Ph.D.
