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Service composition middleware for pervasive computing

Service composition middleware for pervasive computing

引用

international conference on electronic Computer Technology

作者： Kumaran, P. Shriram, R. Department of Computer Science and Engineering BS Abdur Rahman University Chennai India

ISBN: (纸本)9781424486779

The advent of pervasive computing has thrown various challenges in resource management and optimization. Services offered by the various platforms need to be composed together dynamically to offer the best outcomes to the user. Service composition in pervasive environments enables the users to utilize diverse services in the environment from heterogeneous service providers to solve complex queries. We present here a survey that classify the existing service composition model for pervasive environments in terms of interoperability, discoverability, adaptability, context awareness, QoS management, security, spontaneous management, and autonomous management. In this work, a dynamic parallel service composition based on community networks is introduced exhibiting the properties of quality of service, spontaneous management and contingency management. The middleware provides a model for real time service monitoring and adaptation. The prototype work is described along with a discussion of the results. © 2011 ieee.

关键词： Middleware

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Quantum Machine Learning Techniques based on Nurturing Agri-Ontology Framework in Agricultural science 3

Quantum Machine Learning Techniques based on Nurturing Agri-...

引用

3rd international conference on Applied Artificial Intelligence and computing, ICAAIC 2024

作者： Deepa, R. Jayalakshmi, V. Thilakavathy, P. Bennet Prabhu, A. Surendran, R. Srm Institute of Science and Technology School of Computing Department of Computing Technologies Chennai India Drbccc Hindu College Department of Computer Applications Chennai India Computer Science and Engineering Vels Institute of Science and Engineering Vels Institute of Science Technology and Advanced Studies Chennai India Kone Elevator India Technology & Engineering Centre Chennai India Saveetha School of Engineering Saveetha Institute of Medical and Technical Sciences Department of Computer Science and Engineering Chennai India

ISBN: (纸本)9798350375190

The absence of a consistent ontological framework often impedes efficient knowledge organization and sharing within the agricultural community, despite the quantity of data created in agricultural research. The lack of defined vocabulary and conceptual frameworks hinders data integration, agricultural research, and innovation by preventing interoperability between databases and systems. To address these issues, this research work proposes the Nurturing Agri-Ontology Framework (NAOF), which offers a systematic approach to creating and updating agricultural ontologies. Ontologies that faithfully portray agricultural ideas and connections can be more easily created with the help of NAOF, which combines ideas from knowledge management, agricultural science, and ontology engineering. NAOF aims to ensure that the ontologies produced reflect the wide range of viewpoints and terminology used in agricultural research by encouraging cooperation among stakeholders, ontology engineers, and domain specialists. In this study, the improvement of knowledge organization, sharing and integration in the agricultural area is shown with the application of NAOF. Using this research study, scientists can build ontologies that improve agricultural decision-making, data interoperability, and the discovery of new information. Using quantum machine learning techniques, a strong foundation of knowledge can be laid for several agricultural applications, such as precision agriculture, crop management, and the formulation of agricultural policies. Ontology coverage, interoperability, scalability, and usability are established evaluation parameters that are used to assess the efficacy of NAOF in this research work. The analysis shows that NAOF effectively solves the problems and creates a better agricultural knowledge ecosystem by thoroughly evaluating it using these standards. © 2024 ieee.

关键词： Ontology

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HOG and Cloud computing based Face Recognition for Attendance Monitoring 3

HOG and Cloud Computing based Face Recognition for Attendanc...

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3rd international conference on Artificial Intelligence and Smart energy, ICAIS 2023

作者： Sudha, V. Kalaiselvi, R. Jithenthiriya, C.K. Government Polytechnic College Dept. of Computer Engineering Coimbatore India Kumaraguru College of Technology Information Science and Engineering Coimbatore India Kumaraguru College of Technology Dept. Computer Science and Engineering Coimbatore India

ISBN: (纸本)9781665462167

Participation plays a key role in the classroom culture. When calling out the students' names at the beginning and end of a lecture, lecturers may miss a student, or someone may respond several times to substitute their peers. Face identification can be difficult when using low-definition video and other information systems with the assistance of facial recognition technologies. This necessitates the need to develop a novel device to quickly and accurately identify human faces from images and videos. Many algorithms and techniques have been recently developed to improve the facial recognition accuracy. Deep learning has been recently implemented in various real-time applications to identify and perceive multiple faces at the same time. When it comes to computers, however, it is unrealistic to attempt any of the human identity. The identification of the human identity is a critical aspect of biometrics. The biometric results are consistent with human characteristics. Remote and applied facial expressions can be used to enhance the results. Computers that identify and recognize faces can be used for a variety of purposes, including criminal recognition, network surveillance, biometric authentication, and so on. In this paper, an automated system for attendance recognition is proposed. © 2023 ieee.

关键词： Face recognition

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Dynamic Mobile IP and Nice-TCP for improving TCP/IP performance 3

引用

3rd international conference on Mobile Data Management (MDM 2002)

作者： Vulupala, V Kumar, V Univ Missouri Kansas City MO 64110 USA

ISBN: (纸本)0769515002

Mobile IP is an Internet protocol designed to support host mobility. It provides the host the ability to stay connected to the Internet regardless of its location. This paper presents a modified Mobile IP protocol, (Dynamic Mobile (IP-DM-IP)). DM-IP eliminates triangular routing, which exists in current Mobile IP and it can be easily implemented in the existing wireless infrastructure. In DM-IP the packets can be sent directly from the communicating host to the mobile node bypassing the "home agent". We also present a TCP protocol (Nice TCP (N-TCP)), which considers the packet losses due to mobility and wireless errors. The congestion control criteria are modified so that by default the TCP does not need to invoke congestion control algorithm if a packet is dropped. We show that N-TCP also works for Mobile ad hoc networks.

关键词： Cities and towns Computer science Internet Mobile computing Performance loss Protocols Routing TCPIP Throughput Wireless communication

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Research and design on a novel ogsa-based open content alliance scheme

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3rd international conference on grid and Cooperative computing, GCC2004

作者： Lv, Zhi Hui Zhong, Yi Ping Zhang, Shi Yong Department of Computing and Information Technology Fudan University Shanghai200433 China

ISBN: (纸本)3540235647

From the analysis of some hard drawbacks faced by content delivery and service system today, such as heterogeneous, isolated CDN systems and difficult integration, a novel OGSA-based open content alliance scheme, is introduced in this paper. OGSA (Open grid Services Architecture) is a new architecture of service-oriented grid middleware platform different from computational grid. We study and discuss the key modules for integrating heterogeneous content service systems based on OGSA standard. And then we describe the main functions realized by the alliance platform, including integration and registration service, content discovery service, content cooperating service and so forth. From our research experiences and related survey, we analyze the prospective research direction and challenges in this field. © Springer-Verlag Berlin Heidelberg 2004.

关键词： Middleware

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Research on transformation path of scientific and technological achievements of China Southern power Gr 2019

Research on transformation path of scientific and technologi...

引用

3rd international Workshop on education, Big Data and Information Technology, eBDIT 2019

作者： Gong, Yu Jing Duan, Li Yong WanG, Qi WanG, Qi Ya Zhou, Min Electric Power Research Institute of China Southern Power Grid Guangzhou510700 China China Southern Power Grid Co. Ltd. Guangzhou510700 China Department of Economic Management North China Electric Power University Baoding071003 China Guangxi Xinbaina Electric Co. Ltd. Nanning530007 China

ISBN: (纸本)9781450372053

The transformation of scientific and technological achievements is the key to the implementation of innovation-driven development, and the ultimate embodiment of the value of intellectual property. This paper analyses the status quo of the transformation of scientific and technological achievements of China and China Southern Power grid Corporation, and proposes the effective transformation path of the grid company. It also elaborates on the function realization of the platform for building scientific and technological achievements, aiming to carry out business for China Southern Power grid Corporation. Providing important theoretical support for improving the conversion rate of scientific and technological achievements. © 2019 Association for computing Machinery.

关键词： electric power transmission networks

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Missing Labels Feature Selection Based on Multilabel Multi-scale Fusion Fuzzy Rough Sets 3

Missing Labels Feature Selection Based on Multilabel Multi-s...

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3rd international conference on Digital Society and Intelligent Systems, DSInS 2023

作者： Yin, Tengyu Chen, Hongmei Wang, Zhihong Li, Tianrui School of Computing and Artificial Intelligence Southwest Jiaotong University Chengdu China

ISBN: (纸本)9798350331387

para>The fuzzy rough set (FRS) theory has gained much attention due to its outstanding multilabel feature selection (MFS) performance. However, most existing FRS-based MFS algorithms assume that the training samples are accurately labeled, but this assumption is typically untenable in practical applications. In addition, the single-scale learning strategies are far from satisfying actual application needs. To this end, a missing label feature selection algorithm based on multilabel multi-scale fusion FRS (MFMS) is proposed. First, a novel multilabel multi-scale fuzzy information system is formalized, in which multilabel multi-scale fuzzy similarity relation is designed to characterize knowledge at different scales. Then, the classification relevance of multilabel data with missing labels is explored by fusing knowledge granularities at multiple scales to achieve accurate missing-label learning. On this basis, a multilabel multi-scale fusion FRS model for missing labels is constructed. Finally, an MFS algorithm for multilabel data containing missing labels is raised by using the multi-scale fusion fuzzy dependency function as inspiration. extensive experiments prove the validity of the MFMS algorithm. © 2023 ieee.

关键词： Rough set theory

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Research and practice on large-scale electromagnetic transient task scheduling platform technology based on supercomputing 3

Research and practice on large-scale electromagnetic transie...

引用

3rd international conference on electronic Information engineering and Data Processing, eIeDP 2024

作者： He, Chunjiang Li, Qinxin Xu, Dechao Zhou, Zhiqiang Li, Xiaomeng China Electric Power Research Institute Beijing100192 China State Grid Henan Electric Power Company Electric Power Science Research Institute Henan Zhengzhou450052 China

ISBN: (纸本)9781510680531

This article introduces the development and simulation service mode of China's power system, and explores the feasibility and necessity of parallel simulation application of electromagnetic transient. The construction goals of a large-scale electromagnetic transient task scheduling platform were elaborated, and the platform architecture was compared with the current situation of the supercomputing center based on the online security analysis distributed parallel computing platform. We have conducted research on key technologies such as the construction and control of a unified resource pool on the platform, and the partitioning and distributed task scheduling mechanism. Based on the technical research, we have constructed a platform and verified the accuracy of parallel computing results on the platform. © 2024 SPIe.

关键词： Transients

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estimation of numerical reproducibility on CPU and GPU

Estimation of numerical reproducibility on CPU and GPU

引用

3rd international conference on Innovative Network Systems and Applications (iNetSApp) held in conjunction with Federated conference on Computer science and Information Systems (FedCSIS)

作者： Jezequel, Fabienne Lamotte, Jean-Luc Said, Issam Univ Paris 06 Sorbonne Univ LIP6 UMR 7606 F-75005 Paris France CNRS UMR 7606 LIP6 F-75005 Paris France Univ Pantheon Assas 12 Pl Pantheon F-75231 Paris 05 France

ISBN: (纸本)9788360810668

Differences in simulation results may be observed from one architecture to another or even inside the same architecture. Such reproducibility failures are often due to different rounding errors generated by different orders in the sequence of arithmetic operations. Reproducibility problems are particularly noticeable on new computing architectures such as multicore processors or GPUs (Graphics Processing Units). DSA (Discrete Stochastic Arithmetic) enables one to estimate rounding error propagation in simulation programs. In this paper, it is shown that DSA can be used to estimate which digits in simulation results may be different from one environment to another because of rounding errors. A particular implementation of DSA, which enables numerical validation in hybrid CPU-GPU environments, is described. The estimation of numerical reproducibility using DSA is illustrated by a wave propagation code which can be affected by reproducibility problems when executed on different architectures.

关键词： graphics processing units mathematics computing multiprocessing systems numerical analysis CPU DSA GPU arithmetic operations computing architectures discrete stochastic arithmetic hybrid CPU-GPU environments multicore processors numerical reproducibility estimation numerical validation reproducibility failures rounding errors simulation programs wave propagation code Accuracy Computer architecture estimation Graphics processing units Libraries Propagation Yttrium

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SBT-forest, an indexing approach for specialized binary tree

SBT-forest, an indexing approach for specialized binary tree

引用

3rd international conference on Information Technology and Applications, ICITA 2005

作者： Fu, Tak-Chung Chung, Fu-Lai Luk, Robert Ng, Chak-Man Department of Computing Hong Kong Polytechnic University Hong Kong Hong Kong Hong Kong Hong Kong

ISBN: (纸本)0769523161

In our previous work, a time series representation framework, Specialized Binary Tree (SB-Tree) has been proposed for representing the stock time series data effectively and efficiently. By putting a set of SB-Trees together, a time series database is formed while we termed it as a Specialized Binary Tree-Forest (i.e. SBT-Forest). By manipulating the SBT-Forest, different time series query and mining processes can be facilitated. However, the major challenge is how to locate a SB-Tree in the forest efficiently. Therefore, the development of an indexing approach for the SB-Trees is of fundamental importance for maintaining an acceptable speed for query. In this paper, a time series indexing approach, based on transforming the SB-Trees to symbol strings first and then indexing the symbol strings by a trie data structure, is proposed. The proposed approach is efficient and effective as well. As demonstrated in the experiments, the proposed approach speeds up the time series query process. The proposed approach can handle the problem of updating new entries to the database without any difficulty. © 2005 ieee.

关键词： Indexing (of information)

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