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2024 6th international conference on Next Generation Data-Driven Networks, NGDN 2024

2024 6th International Conference on Next Generation Data-Dr...

引用

6th international conference on Next Generation Data-Driven Networks, NGDN 2024

ISBN: (纸本)9798350388374

the proceedings contain 93 papers. the topics discussed include: a data quality quantitative evaluation of marine policy based on PMC model;text guided road marking point cloud completion;EFSNet: a threat detection method based on system event feature sequence;multi-test knowledge tracing prediction model based on learning cycle;MAGIC: memory advanced general index compression for learned indexes;microservices crowdsourcing platform for industrial control systems;IoT-based smart farming system with security powered by solar energy;MMLT: a novel multimodal lightweight convolutional transformer for fault diagnosis with imbalanced data in IoT;GPMBC-FZ: a query optimization method in distributed database;and energy and effective computing contract toward heterogeneity in terminal-edge-cloud computing network.

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Efficient Transmission and Secure Sharing of Sensing data under distributed ISAC Conditions 19

Efficient Transmission and Secure Sharing of Sensing data un...

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19th IEEE international Wireless Communications and Mobile computing (IEEE IWCMC)

作者： Mu, Junsheng Jing, Zexuan Cui, Yuanhao Jing, Xiaojun Zhou, Quan Ouyang, Wenjiang Beijing Univ Posts & Telecommun Sch Informat & Commun Engn Beijing Peoples R China

ISBN: (纸本)9798350333398

To solve the problems of limited computing resources and data privacy in the IoE scenario of 6G networks, this paper propose an efficient transmission and secure sharing architecture of sensing data based on federated learning. the architecture considers an integrated sensing and communication (ISAC) approach, employs knowledge distillation techniques to compress and accelerate data processing models, and implements data communication technology based on airborne computing aggregation to reduce data transmission delays and improve the efficiency of data communication and computation among nodes. To address the challenge of data sharing for large-scale heterogeneous network nodes in the integrated scenario, this paper adopts a sample expansion technology of distributed remote sensing data based on WGAN-GP to address the issue of insufficient data, and considers blockchain encryption technology to protect data privacy, thus promoting progress in data privacy sharing under distributed ISAC conditions and facilitating the construction of the 6G communication network.

关键词： Integrated sensing and communication WGANGP blockchain

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Leader Election in internet of things Using Blockchain: Issues and Challenges 6

Leader Election in Internet of Things Using Blockchain: Issu...

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6th international conference on Information Systems and Computer Networks, ISCON 2023

作者： Kumari, Khushboo Murmu, Mahendra Kumar National Institute of Technology Kurukshetra Department of Computer Engineering Kurukshetra India

ISBN: (纸本)9798350346961

Now days, internet of things (IoTs) is the most promising area of research, for the problems, in order to create distributed and innovative solutions. An IoT connects large amount of heterogeneous devices in the network and manages. During the process, intruder may affect the data at any stage. therefore, elegancy on data processing is the obvious requirements which can leads to timely and fair decision. In this direction, the present paper proposes the scope of leader election requirements for IoT networks. the leader election is a method to identify a privilege node from the connected components which can handle the coordination and control the systems. Our aim is to look into the problem using blockchain technology. the blockchain technology may help to select safe and secure leader for IoT. the research includes various design constraints of the leader election in IoT using blockchain technology. Also, our works cover mapping of blockchain with IoT environment and discusses related issues and challenges.. © 2023 IEEE.

关键词： internet of things

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the Application of Edge computing in the Operation Control of Integrated Energy Systems 5

The Application of Edge Computing in the Operation Control o...

引用

5th international conference on Clean Energy and Electric Power Engineering, ICCEPE 2024

作者： Yang, Yuqiang Li, Lei Zhao, Qiming Lu, Pengfei State Grid Zhejiang Electric Power Company LTD. Marketing Department Hangzhou China

ISBN: (纸本)9798350390315

With the development of new technologies such as big data, cloud computing, internet of things, mobile internet, and artificial intelligence, the connotation of integrated energy services continues to expand. Integrated energy system services have many management objects, handle a large amount of data, and have high privacy and security requirements. the traditional centralized cloud computing architecture is difficult to meet the application requirements. the distributed edge computing technology provides a new idea to solve this problem. Starting from the actual business requirements, the difficulties and challenges faced by the operation control of the integrated energy system are analyzed, and a hierarchical collaborative control architecture of the integrated energy system based on the internet of things is constructed. the applicability and value points of edge computing technology are analyzed from the four levels of the perception layer, network layer, platform layer, and application layer. then, taking the industrial park as an example, a regional integrated energy system operation control model and solution method based on multilateral collaboration are proposed. Finally, the application prospects of edge computing in integrated energy services are prospected. © 2024 IEEE.

关键词： Mobile edge computing

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MLPing: Real-time Proactive Fault Detection and Alarm for Large-scale distributed IDC Network 44

MLPing: Real-time Proactive Fault Detection and Alarm for La...

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44th IEEE international conference on distributed computing Systems (ICDCS)

作者： Yu, Xian Ye, Kejiang He, Dongbiao Chen, Xianfan Xu, Chengzhong Li, Jianhui Xie, Gaogang Chinese Acad Sci CNIC Beijing Peoples R China Chinese Acad Sci SIAT Beijing Peoples R China Sangfor Technol Inc Shenzhen Peoples R China Univ Macau Fac Sci & Technol Macau Peoples R China

ISBN: (纸本)9798350386066;9798350386059

through providing cheap rack and network hosting services, third-party internet data centers (IDCs) have gained significant popularity among cloud service providers. Real-time monitoring of the quality of the IDC network and proactively alarming is crucial to guaranteeing the reliability of cloud services. the prevailing approach to addressing this problem involves utilizing active probes and making evaluations based on the results of single-link or multi-link probing. However, the existing efforts still tend to generate a significant number of unnecessary alerts, resulting in enormous operational costs. For this reason, we first build a large-scale distributed ping-based dial test system that enables monitoring the quality of the IDC network in a many-to-one probe mode. We develop an efficient exporter tool based on the standard Prometheus' data interface to ensure real-time and precise measurement data collection. To quickly and accurately detect potential network issues, we also design a multi-step heuristic-based fault detection and alarm method. Furthermore, we propose a comprehensive alarm life-cycle model based on the results of multi-link probing to guide alarm management in production practice. this system has been successfully deployed in the production environment of Sangfor company's managed cloud for over a year, enabling proactive diagnosis of hundreds of IDC gateway IP addresses. the actual statistical results indicate a significant improvement in the mean time to repair (MTTR) for IDC network failures, reducing it from a few hours to just a few minutes. the average daily number of alarms generated by this system is less than 15, decreasing approximately 85% compared to before. the alarm accuracy exceeds 95% and the false negative rate is less than 2%.

关键词： internet data center network active probing fault detection alarm aggregation

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Real Time Gas Alert Leakage System using Arduino and NodeMCU 6

Real Time Gas Alert Leakage System using Arduino and NodeMCU

引用

6th international conference on Mobile computing and Sustainable Informatics, ICMCSI 2025

作者： Gurupriya, M. Umesh Raghav, P. Pavan Nikhith, S. Bhargav Reddy, P. Rohit, K.C. Department of Computer Science and Engineering Amrita School of Computing Amrita Vishwa Vidyapeetham Bengaluru India Standard Chartered Global business Services Bengaluru India

ISBN: (纸本)9798331522667

Today, gas leakage has become a common problem in both industrial and household sectors as it can cause explosions, fires, and toxic exposures. the real time gas alert system ensures that gas leaks are not only detected but also transfer alerts so that risks are reduced and lives can be saved. the system involves an Arduino board that is already connected to a gas sensor. From there, the sensor information stays sent to a NodeMCU module which connected to the internet and sends alerts to users through the Blynk app and email once gas emission conforms to particular standards over a certain duration. Furthermore, if the intensity of the gas surpasses the threshold for a specific time period, the system activates the sending of the alarm through an automated procedure. the system presents a very good solution to gas leakage and gas positioning in a sight plan in regions where gas safety is of greater concern. © 2025 IEEE.

关键词： Chemical sensors

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Authentication and Authorization of IoT Edge Devices Using Artificial Intelligence 6th

Authentication and Authorization of IoT Edge Devices Using...

引用

6th IFIP international conference on internet of things, IFIP IoT 2023

作者： Zareen, Muhammad Sharjeel Tahir, Shahzaib Aslam, Baber College of Signals National University of Sciences and Technology Islamabad Pakistan

ISBN: (纸本)9783031458774

the field of internet of things (IoT) has experienced rapid growth, but it has also introduced significant security and privacy challenges. In particular, the authentication and authorization of edge devices pose major concerns due to their limited resources. While various solutions have been proposed, most of them rely on increasing the computing power, storage, and power capabilities of edge devices. However, these solutions are not practical because of the constraints imposed by the small size and cost-effectiveness requirements of IoT edge devices. Some suggestions involve the use of lightweight cryptographic primitives, but not all edge devices have the necessary resources to implement such solutions. this paper presents a novel approach to addressing the authentication and authorization challenges in edge devices by leveraging artificial intelligence (AI). the proposed solution adopts a fog computing model within the framework of a smart home, but it does not depend on the computational or storage capabilities of the edge devices. © 2024, IFIP international Federation for Information Processing.

关键词： internet of things

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Routing Schemes for Data Collection: Review and Outlook 24

Routing Schemes for Data Collection: Review and Outlook

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6th international conference on Big Data Engineering (BDE)

作者： Jia, Guoqing Sun, Changhui Fang, Weidong Zhu, Chunsheng Song, Guannan Zhang, Wuxiong Qinghai Minzu Univ Coll Phys & Elect Informat Engn Xining 810007 Peoples R China Chinese Acad Sci Shanghai Inst Microsyst & Informat Technol Sci & Technol Microsyst Lab Shanghai 201899 Peoples R China Shenzhen Technol Univ Coll Big Data & Internet Shenzhen 518118 Peoples R China Shuiyan Microsyst & Informat Technol Co Ltd Nanchang 330096 Jiangxi Peoples R China

ISBN: (纸本)9798400717857

Currently, increasing attention is being devoted to the optimization of routing schemes in the field of distributed data collection, as effective data collection relies on efficient data transmission and routing. the crucial role in data transmission is played by routing schemes, while their practical application is constrained by issues such as energy limitations of sensor nodes and security concerns in data transmission. Comparatively popular planar-based and hierarchical-based routing schemes in this field have been investigated over the past five years in this study, objectively evaluating the performance of widely used routing schemes, examining the advantages and disadvantages of current routing scheme improvements, and proposing future research directions. the practical application of routing schemes in this field will be advanced by our work.

关键词： Data collection Intelligent sensing Routing protocols

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Adaptive DoS Attack Detection in SDN 6

Adaptive DoS Attack Detection in SDN

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6th IEEE international conference on Emerging Smart computing and Informatics, ESCI 2024

作者： Mathew, Rejo Rajan Vidhate, Amarsinh Ramrao Adik Institute of Technology Dept of Information Technology Navi Mumbai India Ramrao Adik Institute of Technology Dept of Computer Engineering Navi Mumbai India

ISBN: (纸本)9798350306613

SDN is gaining popularity for a few years now. there has been a massive increase in the adoption of SDN, especially with the rise in demand for IoT, and 5G networks which have led to a lot of research in this area. As adoption increased threats have also risen. Out of all the attacks Denial of Service attacks has been most used against SDN. Most countermeasures that are proposed by researchers are specific to attacks on the individual layer and are short-Term ones. Most DoS attack detection focuses on Fast DoS attack. the paper proposes and implements an adaptive DoS Attack detection method which detects Fast DoS attack and detects Low DoS attack avoiding any confusion with congestion. © 2024 IEEE.

关键词： Blockchain distributed Denial of Service OpenFlow SDN Software Defined Network

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Multicast Routing over Industrial internet of things 6th

Multicast Routing over Industrial Internet of Things

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6th conference on computing Systems and Applications

作者： Lakhlef, Issam Eddine Djamaa, Badis Senouci, Mustapha Reda Ecole Mil Polytech Distributed & Complex Syst Lab BP 17 Algiers 16046 Algeria

ISBN: (纸本)9783031718472;9783031718489

In the industrial sector, we are currently witnessing the advent of the fourth industrial revolution, commonly known as the Industrial internet of things (IIoT). this cutting-edge digital technology relies heavily on connectivity, real-time processing, machine-to-machine communication, and machine learning. In this context, the imperatives of reliability, flexibility, mobility, and cost-effectiveness have led to a strong push towards Low-power and Lossy Networks (LLN) solutions for industrial systems. IP multicast presents a solution for a multitude of IIoT applications, ranging from over-the-air programming and information sharing to device configuration and resource discovery. It achieves this by enabling the transmission of packets from a single source to multiple destinations, thereby conserving resources such as bandwidth, energy, and time. the IPv6 over IEEE 802.15.4 TSCH (6TiSCH), as implemented, does not handle multicast traffic. To meet their needs, this document aims to propose an approach for implementing multicast in 6TiSCH networks via unicast without affecting MAC layer protocols. A series of extensive simulations were conducted to evaluate the performance of the multicast protocols under scrutiny. the obtained results not only affirm the viability of our proposed approach for implementing multicasting in 6TiSCH networks but also highlight the superior performance of ESMRF and BMFA when compared to MPL in terms of resource consumption and end-to-end delays. they also demonstrate the reliability of MPL.

关键词： Industrial internet of things Multicast TSCH 6TiSCH Contiki-NG

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