443 research outputs found

    Large Scale Distributed Knowledge Infrastructures

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    A Framework for the Maintenance and Evolution of ePolicy-guided Web Applications

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    In this paper we present an “ePolicy framework” that can be used to develop transactional-based ePolicy-guided Web applications. This framework incorporates a non-proprietary component based architecture, a well-defined standards-based user interface, a structured representation of ePolicies, ePolicy operations and user input data, and incorporates a maintenance management component. Each component is self-contained and can therefore be independently maintained. ePolicies and associated ePolicy operations are not embedded in the system software but are stored centrally in an external store (Policy Repository) and are dynamically loaded as required. Executable code (marshalled from XML) is automatically generated from the ePolicies and the ePolicy operations and used in policy-guided evaluation. The Policy Repository, accessible by suitably privileged components, removes ePolicy duplication and from a maintenance perspective, this approach reduces the possibility of errors being introduced by data duplication. Updates to ePolicies are seamlessly applied the next time an ePolicy is loaded. ePolicies are represented in a standard uniform format and as all components use this uniform format, maintainers do not need to understand or handle multiple data formats. They are represented using a policy hierarchy composed of three layers: meta-ePolicies, ePolicy-groups and ePolicies. Each of the components is designed using Object-Oriented principles. Our ePolicy framework will work in a centralized or distributed environment. We believe that using our framework to develop ePolicy-guided evaluation systems will reduce data maintenance and expedite software evolution

    Introduction to the Special Issue on Sustainable Solutions for the Intelligent Transportation Systems

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    The intelligent transportation systems improve the transportation system’s operational efficiency and enhance its safety and reliability by high-tech means such as information technology, control technology, and computer technology. In recent years, sustainable development has become an important topic in intelligent transportation’s development, including new infrastructure and energy distribution, new energy vehicles and new transportation systems, and the development of low-carbon and intelligent transportation equipment. New energy vehicles’ development is a significant part of green transportation, and its automation performance improvement is vital for smart transportation. The development of intelligent transportation and green, low-carbon, and intelligent transportation equipment needs to be promoted, a significant feature of transportation development in the future. For intelligent infrastructure and energy distribution facilities, the electricity for popular electric vehicles and renewable energy, such as nuclear power and hydrogen power, should be considered

    Processing Structured Hypermedia : A Matter of Style

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    With the introduction of the World Wide Web in the early nineties, hypermedia has become the uniform interface to the wide variety of information sources available over the Internet. The full potential of the Web, however, can only be realized by building on the strengths of its underlying research fields. This book describes the areas of hypertext, multimedia, electronic publishing and the World Wide Web and points out fundamental similarities and differences in approaches towards the processing of information. It gives an overview of the dominant models and tools developed in these fields and describes the key interrelationships and mutual incompatibilities. In addition to a formal specification of a selection of these models, the book discusses the impact of the models described on the software architectures that have been developed for processing hypermedia documents. Two example hypermedia architectures are described in more detail: the DejaVu object-oriented hypermedia framework, developed at the VU, and CWI's Berlage environment for time-based hypermedia document transformations

    A Cognitive Routing framework for Self-Organised Knowledge Defined Networks

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    This study investigates the applicability of machine learning methods to the routing protocols for achieving rapid convergence in self-organized knowledge-defined networks. The research explores the constituents of the Self-Organized Networking (SON) paradigm for 5G and beyond, aiming to design a routing protocol that complies with the SON requirements. Further, it also exploits a contemporary discipline called Knowledge-Defined Networking (KDN) to extend the routing capability by calculating the “Most Reliable” path than the shortest one. The research identifies the potential key areas and possible techniques to meet the objectives by surveying the state-of-the-art of the relevant fields, such as QoS aware routing, Hybrid SDN architectures, intelligent routing models, and service migration techniques. The design phase focuses primarily on the mathematical modelling of the routing problem and approaches the solution by optimizing at the structural level. The work contributes Stochastic Temporal Edge Normalization (STEN) technique which fuses link and node utilization for cost calculation; MRoute, a hybrid routing algorithm for SDN that leverages STEN to provide constant-time convergence; Most Reliable Route First (MRRF) that uses a Recurrent Neural Network (RNN) to approximate route-reliability as the metric of MRRF. Additionally, the research outcomes include a cross-platform SDN Integration framework (SDN-SIM) and a secure migration technique for containerized services in a Multi-access Edge Computing environment using Distributed Ledger Technology. The research work now eyes the development of 6G standards and its compliance with Industry-5.0 for enhancing the abilities of the present outcomes in the light of Deep Reinforcement Learning and Quantum Computing

    AH 2003 : workshop on adaptive hypermedia and adaptive web-based systems

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