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检索条件"任意字段=IEEE International Conference on Distributed Computing in Sensor Systems"

共 30906 条记录，以下是1121-1130 订阅

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Distribution Network Digital Twin: a Basic Machine Learning based Voltage Estimator 14

Distribution Network Digital Twin: a Basic Machine Learning ...

引用

14th ieee international conference on Communications, Control, and computing Technologies for Smart Grids, SmartGridComm 2023

作者： Iaali, Mohamad El Razi, Reza Bruyere, Antoine Francois, Bruno Soares, Joao Univ. Lille Arts et Metiers Institute of Technology Centrale Lille Junia Ulr 2697 - L2EP LilleF-59000 France Gecad - Res. Group on Intelligent Engineering and Computing for Advanced Innovation and Development Lasi - Intelligent Systems Associate LAboratory Polytechnic of Porto Porto Portugal

ISBN: (纸本)9781665455541

The increasing integration of renewable energy sources, and the widespread use of electric vehicles have introduced greater complexity and dynamics in power flows in distribution systems. With bidirectional power flows enhancing the observability of the grid becomes essential to identify critical feeders. In this context, data-driven methods offer a promising approach to enhance situational awareness for power system operators and improve their understanding of the system behavior under variabilities. This paper proposes a voltage estimation method based on a Machine Learning algorithm to address this challenge. By leveraging data-driven techniques, the proposed method aims to provide accurate and efficient voltage estimations in distribution networks, contributing to the effective management and control of modern power systems. © 2023 ieee.

关键词： distributed power generation

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Enhancing Subcluster Identification in IoT sensor Networks with Hierarchical Clustering Algorithms and Dendrograms 8

Enhancing Subcluster Identification in IoT Sensor Networks w...

引用

8th ieee international conference on Software Engineering and Computer systems, ICSECS 2023

作者： Bajaber, Fuad King Abdulaziz University Faculty of Computing and Information Technology Department of Information Technology Jeddah Saudi Arabia

ISBN: (纸本)9798350310931

IoT sensor networks (ISNs) have gained significant attention due to their broad applicability in various fields. One crucial aspect in ISNs is the efficient utilization of network resources, including energy, latency, and scalability. In this paper, we propose a hierarchical clustering-based approach to improve energy efficiency, latency reduction, and scalability in ISNs. By employing complete-linkage hierarchical clustering, the network is divided into clusters, and dendrograms are utilized to further partition clusters into subclusters. The objective is to optimize network performance with respect to energy efficiency, latency, and scalability. Extensive simulations and performance evaluations are conducted to assess the effectiveness of the approach. The results demonstrate that the hierarchical clustering approach offers improved energy efficiency, reduced latency, and enhanced scalability in ISNs, making it a promising solution for resource optimization in these networks. © 2023 ieee.

关键词： sensor networks

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A Review of Features, Vulnerabilities, Cyber-Attacks and Protective Actions in Smart Grid systems 6

A Review of Features, Vulnerabilities, Cyber-Attacks and Pro...

引用

6th ieee international Electrical and Energy conference, CIEEC 2023

作者： Zhong, Yongjie Wang, Zidong Li, Jingxia Fan, Zhongming Ji, Ling Chen, Kai Nanjing Sac Power Grid Automation Co. Ltd. Nanjing211153 China

ISBN: (纸本)9798350346671

The future power system will be an innovative administration of existing power grids, which is called smart grid. Above all, the application of advanced communication and computing tools is going to significantly improve the productivity and consistency of smart grid systems with renewable energy resources. Together with the topographies of the smart grid, cyber security appears as a serious concern since a huge number of automatic devices are linked through communication networks. Cyber-attacks on these devices have a direct influence on the reliability of extensive infrastructure of the power system. In this survey, several published works related to smart grid systems, features, requirements, main constituents, vulnerabilities, potential intentional attacks, and suggested countermeasures for these threats have been investigated. © 2023 ieee.

关键词： distributed power generation

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Energy Efficient Mechanism for Reusing Mobile Nodes in WSN and IoT Networks 17

Energy Efficient Mechanism for Reusing Mobile Nodes in WSN a...

引用

17th Annual ieee international conference on distributed computing in sensor systems (ieee DCOSS)

作者： Temene, Natalie Sergiou, Charalampos Ioannou, Christiana Georgiou, Chryssis Vassiliou, Vasos Univ Cyprus Nicosia Cyprus CYENS Ctr Excellence Nicosia Cyprus

ISBN: (纸本)9781665439299

The operation of Internet of Things (IoT) networks and Wireless sensor Networks (WSN) is often disrupted by a number of problems, such as path disconnections, network segmentations, node faults, security attacks, etc. A method that gains momentum in resolving some of those issues is the use of mobile nodes or nodes deployed by mobile robots. The use of mobile elements essentially increases the resources and the capacity of the network. In this work, we propose a scheme that utilizes mobile nodes for the creation of alternative paths from source to sink by also accounting the energy levels of the nodes as a contributing factor regarding the creation of alternative paths. We offer both a high level description of the concept and also a detailed algorithmic solution. The evaluation of the solution was performed in a case study of resolving congestion in the network. Results have shown that the proposed algorithm can significantly contribute to the alleviation of the problem of congestion in IoT and WSNs and can easily be used for other types of network problems.

关键词： Internet of Things Wireless sensor Networks Mobility Reuse Energy Efficient Mobile Nodes

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Proceedings - 2023 ieee international conference on Software Services Engineering, SSE 2023

Proceedings - 2023 IEEE International Conference on Software...

引用

2023 ieee international conference on Software Services Engineering, SSE 2023

ISBN: (纸本)9798350340754

The proceedings contain 38 papers. The topics discussed include: automated pattern-based recommendation for improving API operation performance and reliability in cloud-based architectures;the ultimate battle against zero-day exploits: toward fully autonomous cyber-physical defense;automatically refactoring application transactions for microservice-oriented architecture;goal-driven adversarial search for distributed self-adaptive systems;analyzing and researching the intermediate layer of alliance medical data combined with edge computing;predicting road traffic risks with CNN-and-LSTM learning over spatio-temporal and multi-feature traffic data;Chat2Code: a chatbot for model specification and code generation, the case of smart contracts;a workflow for the continuous deployment of quantum services;and connecting cloud computing and machine learning through functional situation-awareness: a user-centric smart monitoring application.

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FNotify: A Low-Latency and Scalable Publish/Subscribe System using RDMA 24

FNotify: A Low-Latency and Scalable Publish/Subscribe System...

引用

24th ieee international conference on High Performance computing and Communications, 8th ieee international conference on Data Science and systems, 20th ieee international conference on Smart City and 8th ieee international conference on Dependability in sensor, Cloud and Big Data systems and Application, HPCC/DSS/SmartCity/DependSys 2022

作者： Xu, Yusen Shen, Sijie Han, Mingcong Chen, Rong Institute of Parallel and Distributed Systems Seiee Shanghai Jiao Tong University Shanghai China

ISBN: (纸本)9798350319934

Publish/subscribe systems are widely used as messaging middleware in various scenarios, such as online business, financial trading, and social media. However, the network overhead intro-duced by the pub/sub system can severely impact application performance. Especially in the latency-sensitive applications of the data center, optimizing the latency of publishing or delivering messages of the pub/sub system is particularly important. RDMA network has gained popularity in relevant applications due to its low latency, high bandwidth and ability to bypass the CPU. Never-theless, it is still challenging to design and optimize the pub/sub system using RDMA. Through an in-depth analysis of RDMA features, we design and implement FNotify, a high-performance RDMA-accelerated pub/sub system. FNotify optimizes latency and CPU load using in-memory message management and one-sided RDMA primitives for message collection. FNotify also proposes a topic-based partitioning scheme to achieve good scal-ability. We conducted a comprehensive evaluation and analysis on an 8-node RDMA cluster to verify the validity of our design by comparing the performance of FNotify with Apache Kafka (a state-of-the-art pub/sub system) in a typical pub/sub application scenario and various micro-benchmarks. Experimental results show that FNotify improves overall performance by 1.5× to 3.9× and reduces end-to-end latency by more than 20× compared to Apache Kafka. © 2022 ieee.

关键词： Middleware

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Blockchain-Based Virtual Skin System for Metaverse: Design and Implementation 15

Blockchain-Based Virtual Skin System for Metaverse: Design a...

引用

15th international conference on Cyber-Enabled distributed computing and Knowledge Discovery, CyberC 2023

作者： Meng, Debin Li, Jinbo Wang, Mingyu Wang, Guanghui Henan University School of Software Kaifeng China Henan International Joint Laboratory of Intelligent Network Theory and Key Technology Kaifeng China

ISBN: (纸本)9798350308693

The virtual skin system is an enabling component for the applications and services in the Metaverse. Traditional virtual skin systems are usually designed with a unified style, which can still be improved to meet customized demands. By extending the scope of existing virtual skin systems, we propose a Blockchain-based Virtual Skin (BVS) system for effective virtual skin management to enhance customization, security, and trust for Metaverse applications and services. In particular, functional modules are designed for the BVS system, including the virtual skin creation, registration, storage, and transaction processes. The blockchain networks and smart contracts are also presented. Furthermore, the proposed BVS system is implemented using the Hyperledger Fabric platform. The performance of the BVS system is evaluated by conducting experiments. It is illustrative that the BVS system has advantages of high security, efficiency, and low cost compared with traditional virtual skin systems. © 2023 ieee.

关键词： Smart contract

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Scheduling and Optimization of Wireless sensor Networks Lifetime using Soft computing 13

Scheduling and Optimization of Wireless Sensor Networks Life...

引用

13th ieee international conference on Communication systems and Network Technologies, CSNT 2024

作者： Alqahtani, Abeer College of Computer Science and Engineering University of Jeddah Department of Computer Science and Artificial Intelligence Saudi Arabia

ISBN: (数字)9798350305463

ISBN: (纸本)9798350305463

The paper presents a novel approach to address the problem of lifetime maximization in Wireless sensor Networks (WSNs) with limited initial energy constraints. The authors introduce a scheduling approach called Non-disjoint Set Cover (NDSC) and propose a method based on the Particle Swarm Optimization (PSO) algorithm to optimize the lifetime of randomly deployed WSNs. The approach involves dividing the problem into two sub-problems. The first sub-problem focuses on finding the maximum number of NDSCs that achieve full coverage of the targets in the area. PSO, using a heuristic method, is employed to address this sub-problem. The second sub-problem deals with finding an optimal scheduling approach to maximize the WSN lifetime while considering the limited initial energy reserve in each sensor. Again, PSO, based on a heuristic method, is used to tackle this sub-problem. The NDSCs obtained from the first sub-problem serve as inputs for the scheduling in the second sub-problem. The solutions obtained by the proposed NDSC-PSO method are compared with those obtained by the NDSC-GA (Genetic Algorithm) method from the literature. Additionally, the quality of the NDSC-PSO solutions is evaluated by comparing them with exact solutions obtained using an Integer Linear Programming (ILP) method from the literature. The experimental results demonstrate that the NDSC-PSO method outperforms the NDSC-GA method in terms of finding optimal solutions for the same instances. The proposed method effectively maximizes the lifetime of WSNs while considering limited initial energy constraints. The paper contributes to the existing literature by presenting a novel approach that utilizes the PSO algorithm for finding NDSCs and scheduling them in WSNs. © 2024 ieee.

关键词： Wireless sensor networks

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A distributed Cluster Based Protocol to Extend Lifetime using Fitness Function algorithm in Wireless sensor Networks

A Distributed Cluster Based Protocol to Extend Lifetime usin...

引用

2023 ieee international conference on Recent Trends in Electronics and Communication, ICRTEC 2023

作者： Harish, S.V. Archana, N.V. Nie Institute of Technology Dept of Ece Mysuru India The National Institute of Engineering Dept of Eee Mysuru India

ISBN: (纸本)9798350396195

Cluster networks are very essential in the field of WS networks to cut down the energy ingestion in overall nodes present in distributed randomized networks. Clustering approach is more appropriate technique for energy efficient processes to extend their lifetime with a balanced network. The assortment of Cluster-Heads in a distributed network is the dominant task for all researchers. The major factors that influence sensor nodes are that they are malfunctioning due to power reduction, environmental hazards, interference, communication links, collisions, and a few more. Multi-hop communication is used to improve data gathering by reducing the distance among neighbouring nodes. To overcome and balance these problems, a distributed cluster-based routing protocol (DCBRP) using fitness functions as a prototype has been proposed by heuristic methodology. This new DCBRP protocol is simulated using a MATLAB tool and compared with the existing protocol based on performance evaluation metrics like packet delivery ratio, active nodes, throughput, and network life-time. © 2023 ieee.

关键词： Heuristic methods

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A Deployment-First Methodology to Mechanism Design and Refinement in distributed systems

A Deployment-First Methodology to Mechanism Design and Refin...

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2023 ieee international conference on Pervasive computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2023

作者： De Vos, Martijn Ishmaev, Georgy Pouwelse, Johan Roos, Stefanie Delft University of Technology Netherlands

ISBN: (纸本)9781665453813

Catalyzed by the popularity of blockchain technology, there has recently been a renewed interest in the design, implementation and evaluation of decentralized systems. Most of these systems are intended to be deployed at scale and in heterogeneous environments with real users and unpredictable workloads. Nevertheless, most research in this field evaluates such systems in controlled environments that poorly reflect the complex conditions of real-world environments. In this work, we argue that deployment is crucial to understanding decentralized mechanisms in a real-world environment and an enabler to building more robust and sustainable systems. We highlight the merits of deployment by comparing this approach with other experimental setups and show how our lab applied a deployment-first methodology. We then outline how we use Tribler, our peer-to-peer file-sharing application, to deploy and monitor decentralized mechanisms at scale. We illustrate the application of our methodology by describing a deployment trial in experimental tokenomics. Finally, we summarize four lessons learned from multiple deployment trials where we applied our methodology. © 2023 ieee.

关键词： Machine design

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