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Research on Pervasive Simulation Based on Grid and Pervasive computing technology

Research on Pervasive Simulation Based on Grid and Pervasive...

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Asia Simulation conference 2008/the 7th international conference on System Simulation and Scientific computing（ICSC‘2008）

作者： Ni Li School of Automation Science and Electrical Engineering,Beijing University of Aeronautics and Astronautics,Beijing,P.R.China Zhen Xiao School of Automation Science and Electrical Engineering,Beijing University of Aeronautics and Astronautics,Beijing,P.R.China Lijuan Xu School of Automation Science and Electrical Engineering,Beijing University of Aeronautics and Astronautics,Beijing,P.R.China Xiaoyuan Peng School of Automation Science and Electrical Engineering,Beijing University of Aeronautics and Astronautics,Beijing,P.R.China

Pervasive Simulation technology integrates and applies the pervasive computing technology, grid technology, distributed interactive simulation technology and web technology to provide a simulation supporting platform. the Pervasive Simulation architecture can be built to encapsulate different simulation resources as services so that they can be shared and reused in WAN. It can support the access of simulation resources through the Web browser of intelligent terminals and facilitates. And the dynamical assembly and fast construction of the complex simulation systems can also be supported. In this paper, the Pervasive Simulation Architecture based on grid and pervasive computing technology was brought forward and the six involved key technologies to construct the architecture were also researched and discussed in detail.

关键词： Cluster Research on Pervasive Simulation Based on Grid and Pervasive computing technology Simulation

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Controllability of bandlimited graph processes over random time varying graphs

Controllability of bandlimited graph processes over random t...

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作者： Gama, Fernando Isufi, Elvin Ribeiro, Alejandro Leus, Geert Department of Electrical and Systems Engineering University of Pennsylvania PhiladelphiaPA United States Multimedia Computing Group Delft University of Technology DelftXE Netherlands Circuits and Systems Group Delft University of Technology DelftAA Netherlands

Controllability of complex networks arises in many technological problems involving social, financial, road, communication, and smart grid networks. In many practical situations, the underlying topology might change randomly with time, due to link failures such as changing friendships, road blocks or sensor malfunctions. thus, it leads to poorly controlled dynamics if randomness is not properly accounted for. We consider the problem of controlling the network state when the topology varies randomly with time. Our problem concerns target states that are bandlimited over the graph;these are states that have nonzero frequency content only on a specific graph frequency band. We thus leverage graph signal processing and exploit the bandlimited model to drive the network state from a fixed set of control nodes. When controlling the state from a few nodes, we observe that spurious, out-of-band frequency content is created. therefore, we focus on controlling the network state over the desired frequency band, and then use a graph filter to get rid of the unwanted frequency content. To account for the topological randomness, we develop the concept of controllability in the mean, which consists of driving the expected network state towards the target state. A detailed mean squared error analysis is performed to quantify the statistical deviation between the final controlled state on a particular graph realization and the actual target state. Finally, we propose different control strategies and evaluate their effectiveness on synthetic network models and social networks. © 1991-2012 IEEE.

关键词： Linear systems

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An intelligent data structure approaches for mobile devices

An intelligent data structure approaches for mobile devices

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international conference on Advanced Communication technology (ICACT)

作者： N. Mallikharjuna Rao M. M Naidu P. Seetharam Annamacharya P.G College of Computer Studies Rajampet India S. V College of Engineering Tirupathi AP India Annamacharya Institute of Technology and Sciences Rajampet

Mobile terminals like smart phones, mobile phones are becoming more and more popular and increasing day by day in recent years in India. However, the data on them is still managed in a way similar to that for traditional databases. this study proposes a method of file structure specifications in a fuzzy query database system which supports a search engine for component selection and which performs efficient and accurate queries. In this paper, we have developed a fuzzy database file structure frame work for mobile environment for solving transition between the terminals. A key requirement in such an environment is to support frequent connection and disconnection of database sites. We start with the overall architecture of the Fuzzy database, which is followed with some specific design issues like query, schema and transactions.

关键词： Mobile communication Mobile computing Organizing Indexing distributed databases

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international conference on Parallel and distributed Systems (ICPADS)

作者： Xiangfeng Luo Jingjing Ni Jun Zhang Lizhe Wang School of Computer Engineering and Science High Performance Computing Center Shanghai University Shanghai China Pervasive Technology Institute Indiana University USA

Similar Link Network (SiLN) is a semantic over layer on Web resources with similar relations instead of hyperlinks, which aims at providing plentiful semantics for intelligent Web activities. However, SiLN is difficult to be built based on cosine computation in large-scale Web resources due to its high building time complexity and weak connectivity. Herein, three strategies are proposed to address those issues. First, dividing and conquering strategy is applied to divide the large-scale Web resources into amounts of rough similar communities, which reduces SiLN's building time complexity significantly. After that, a multi-level structure network is designed to effectively manage the large-scale Web resources to guarantee SiLN's connectivity. Finally, two-level feedback with isolated resources strategy is developed to improve the accuracy of the building of SiLN. Experimental results have proved that our proposed method of building SiLN is feasible and efficient, with the merits of low complexity, good connectivity and high precision.

关键词： Communities Buildings Partitioning algorithms Accuracy Semantics Complexity theory Sparse matrices

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Peer-based communication for a distributed, virtual Traffic Management Center

Peer-based communication for a distributed, virtual Traffic ...

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international conference on intelligent Transportation

作者： Basel H. Kilani Patrick A. Campbell Joseph P. Havlicek Monte P. Tull Alan R. Stevenson Ronald D. Barnes School of Electrical and Computer Engineering University of Oklahoma Norman OK USA Oklahoma Department of Transportation Technology Services Division Oklahoma City OK 73105 USA

In an effort to monitor and alleviate roadway traffic conditions, the Oklahoma Department of Transportation (ODOT) has deployed a statewide intelligent Transportation Systems (ITS) architecture consisting of a large number of devices, including cameras, dynamic message signs, and speed sensors along Oklahoma highways. these devices are connected throughout a private ITS fiber-optic network to controlling stations located at stakeholder agencies statewide, forming a virtual Traffic Management Center (TMC). this decentralized approach allows individual consoles on the virtual TMC to display and control reachable devices even if portions of the network become disconnected. Enabling this fault-tolerant design is a novel peer-based communications protocol. the communication system is dynamically configured and automatically resolves communications regardless of network configuration. this paper introduces this robust peer-based approach and describes its implementation within the Oklahoma virtual TMC. Results of this implementation of the system are also presented.

关键词： IP networks Databases Peer to peer computing Transportation Fault tolerance Fault tolerant systems

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Generating a Personalised Sensor Data Generation System for the Fusion of Adversarial Networks and Behavioural Matter-of-Fact Mapping 8th

Generating a Personalised Sensor Data Generation System for ...

引用

8th EAI international conference on Machine Learning and intelligent Communications, MLICOM 2023

作者： Cao, Jingge Sun, Lijuan Wu, Jingchen Zhang, Xiujian Wu, Xu Key Laboratory of Trustworthy Distributed Computing and Service Ministry of Education Beijing China School of Cyberspace Security BUPT Beijing China Key Laboratory of Artificial Intelligence Measurement and Standards for State Market Regulation Beijing Aerospace Institute for Metrology and Measurement Technology Beijing100076 China

ISBN: (纸本)9783031717154

Generative models such as Generative Adversarial Networks and Variational Self-Encoders have been shown to generate highly simulated synthetic data with incredible results in areas such as text, images, and audio. However, to date there is no proven method for generating sensor data for mobile terminals. this is because sensor-generated data is high-dimensional, high-complexity, and contains a lot of noise and variations, which makes it difficult for generative models to learn realistic distributions from this data. In addition, different users acquiring sensor data for the same action will also have different features, which makes it more challenging to generate fine-grained sensor data. In order to solve the above problems, we propose a personalised sensor data generation system for fusion of generative adversarial networks and behavioural matter-of-fact mapping, which creatively introduces matter-of-fact mapping and aims to reduce the probability of occurrence of situations that do not conform to the matter-of-fact logic in the personalised sensor data set by utilising matter-of-fact logic and temporal relationships originated from matter-of-fact mapping, and thus improve the accuracy of user behavioural sensor data generation. the results demonstrate that the sensor data generated by the method proposed in this paper achieves 90% accuracy under the behavioural action recognition task and generates personalised sensor data for a long period of time through the designed state transfer template. © ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 2024.

关键词： Generative adversarial networks

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Deploying Mobile Software Agents for distributed Data Mining on Wireless Sensor Networks: A Comparative Analysis

Deploying Mobile Software Agents for Distributed Data Mining...

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international conference on Tools with Artificial Intelligence

作者： Ranjani Nagarajan Alfredo Cuzzocrea Mohamed Medhat Gaber Caulfield School of Information Technology Monash University ICAR-CNR and University of Calabria School of Computing University of Portsmouth

ISBN: (纸本)9781479902279

In this paper, we investigate the deployment of mobile software agents in the field of distributed data mining in wireless sensor networks. the paper provides a survey of various current mobile software agents based distributed Data Mining systems like BODHI, PADMA, Papyrus, JAM, InfoSleuth and DKN and discusses their salient features. Flexibility and autonomy of mobile software agents make them a suitable tool for software deployment in wireless sensor networks. We then discuss the deployment of mobile software agents on two popular sensor architectures Crossbow Mica2 motes and Sun SPOT. the limitation of the Sun SPOT environment in supporting mobile software agents due to the absence of serializable interface on Sun SPOTs is discussed. the common pitfalls while deploying mobile software agents using Agilla agent framework on Crossbow motes are also discussed.

关键词： intelligent agents data mining Wireless sensor networks Mobile deployment Sunspots Crossbows

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Using Fuzzy technology in Ambient Intelligence Environments

Using Fuzzy Technology in Ambient Intelligence Environments

引用

IEEE international conference on Fuzzy Systems (FUZZ-IEEE)

作者： G. Acampora V. Loia Dipartimento di Matematica e Informatica Università di Salerno Fisciano Italy

Ambient intelligence (AmI, shortly) gathers best results from three key technologies, ubiquitous computing, ubiquitous communication, and intelligent user friendly interfaces. the functional and spatial distribution of tasks is a natural thrust to employ multi-agent paradigm to design and implement AmI environments. Two critical issues, common in most of applications, are (1) how to detect in a general and efficient way "context" from sensors and (2) how to process contextual information in order to improve the functionality of services. In this work we experiment a framework where hybrid techniques (distributed fuzzy control, mobile agents, fuzzy rules induction algorithms) are mixed to gain flexibility and uniformity

关键词： Ambient intelligence Fuzzy control Fuzzy sets Fuzzy systems XML Fuzzy logic Proportional control Hardware Computer languages Markup languages

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Research on Industrial Internet Data Collection Application Based on Raspberry Pi

Research on Industrial Internet Data Collection Application ...

引用

Electronic Information Engineering and Computer Communication (EIECC), international conference on

作者： Lingyue Xia Bo Zhang Jianqiang Wang Shandong University of Engineering and Vocational Technology Jinan China

ISBN: (数字)9798331534622

ISBN: (纸本)9798331534639

this study designed an edge computing system based on Raspberry Pi, which improved the real-time and effectiveness of industrial data through data collection, processing algorithms and model simulation. the system uses industrial protocols to realize data collection from multiple sensors, and completes preliminary data processing and feature extraction through the algorithm module of the edge node. the simulation part uses precise data analysis technology to evaluate the system performance. the results show that the scheme performs well in terms of latency and bandwidth occupancy, and significantly reduces the data transmission load. the reliability and scalability of the edge computing system based on Raspberry Pi in complex industrial environments have been verified. through the research and implementation of this system, the application potential of Raspberry Pi in industrial Internet data collection is demonstrated, which provides a technical reference for the further development of intelligent manufacturing and lays the foundation for the promotion and application of edge computing in the industrial field.

关键词： distributed databases Bandwidth Data collection Feature extraction Data models Manufacturing Internet Reliability Optimization Edge computing

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A Blockchain-Based Secure Data Storage and Trading Model for Wireless Sensor Networks 34th

A Blockchain-Based Secure Data Storage and Trading Model for...

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34th international conference on Advanced Information Networking and Applications, AINA 2020

作者： Ali, Shahab Javaid, Nadeem Javeed, Danish Ahmad, Ijaz Ali, Anwar Badamasi, Umar Mohammed COMSATS University Islamabad Islamabad Pakistan Changchun University of Science and Technology Changchun China

ISBN: (纸本)9783030440404

Data storage on local devices provides fast, secure and complete access to the users. However, it needs sufficient storage, which is not feasible for light-weight clients’ environments. In such scenarios, the usage of external devices makes the system vulnerable to data tampering, privacy leakage, and other data security issues. Wireless Sensor Networks (WSNs) consist of resource constrained devices, where external storage is preferred due to the lack of storage capacity in local devices. therefore, using a centralized storage mechanism in WSNs causes slow data retrieval, which affects further operations on data. Relying on trusted parties also cause certain privacy and trust issues. Various data trading mechanisms are introduced to efficiently utilize the stored data. However, they still lack in certain aspects as discussed above. therefore, we propose and implement a Secure Incentive-based Data Storage and Trading Model (SIDSTM), which provides a secure and efficient distributed storage mechanism. the proposed scheme uses AES-128 encryption scheme to encrypt the data for privacy purposes. An elliptic curve Diffie-Hellman key exchange is used for securely exchanging the private keys among the network peers. In WSNs, there are fewer data trading models so far. Anyone can access the data if he has access to the hash provided by the IPFS in the InterPlanetary File System (IPFS). thus, IPFS provides efficient data access and storage mechanism. However, it deletes the data after a certain time interval due to the limited storage. therefore, the proposed model provides incentives to motivate IPFS’s peers for data storage. It also eliminates the need for the third-party involvement in data trading. the simulations are conducted to prove the effectiveness of the proposed model by evaluating its efficiency and scalability. © 2020, Springer Nature Switzerland AG.

关键词： Wireless sensor networks

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