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distributed Diagnostics System for Pump Maintenance 11

Distributed Diagnostics System for Pump Maintenance

引用

11th IEEE international conference on Intelligent Data Acquisition and Advanced computing Systems - Technology and Applications (IDAACS)

作者： Orkisz, Pawel Polak, Krzysztof AGH Univ Sci & Technol Al Mickiewicza 30 Krakow Poland

ISBN: (纸本)9781665426053

the presented work contains a description of the pump device wireless diagnostics system. A dedicated SCADA system has been developed and allows the determination and evaluation of the pump system operating parameters. Device diagnostics is performed automatically based on current and historical mechanical, hydraulic and electrical parameters collected in the database. the presented system consists of a central server and measurement stations with integrated GSM routers. Each of the stations can be used both as an element of a distributed measurement system and can autonomously implement a selected control algorithm. the influence of the object's hydraulic parameters on vibrations was examined and the assessment of selected hydraulic parameters recorded during the test was presented.

关键词： distributed control and measurement system SCADA pump vibration deep wells

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A distributed Computation Offloading Strategy for Edge computing Based on Deep Reinforcement Learning 1

引用

11th European-Alliance-for-Innovation (EAI) international conference on Mobile Networks and Management (MONAMI)

作者： Lai, Hongyang Yang, Zhuocheng Li, Jinhao Wu, Celimuge Bao, Wugedele Univ Elect Sci & Technol China Chengdu Peoples R China Univ Electrocommun Tokyo Japan Hohhot Minzu Coll Hohhot Peoples R China

ISBN: (数字)9783030947637

ISBN: (纸本)9783030947637;9783030947620

Mobile edge computing (MEC) has emerged as a new key technology to reduce time delay at the edge of wireless networks, which provides a new solution of distributed computing. But due to the heterogeneity and instability of wireless local area networks, how to obtain a generalized computing offloading strategy is still an unsolved problem. In this research, we deploy a real small-scale MEC system with one edge server and several smart mobile devices and propose a task offloading strategy for one subject device on optimizing time and energy consumption. We formulate the long-term offloading problem as an infinite Markov Decision Process (MDP). then we use deep Q-learning algorithm to help the subject device to find its optimal offloading decision in the MDP model. Compared with a strategy with fixed parameters, our Q-learning agent shows better performance and higher robustness in a scenario with an unstable network condition.

关键词： Mobile edge computing Computation offloading Markov Decision Process Deep reinforcement learning

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Modeling Datasets in distributed Monitoring Systems 11

Modeling Datasets in Distributed Monitoring Systems

引用

11th IEEE international conference on Intelligent Data Acquisition and Advanced computing Systems - Technology and Applications (IDAACS)

作者： Bekeneva, Yana A. St Petersburg Electrotech Univ LETI Ul Prof Popova 5 St Petersburg 197376 Russia

ISBN: (纸本)9781665426053

Automated detection of abnormal events in processes in real time is an urgent and important task. To identify various kinds of anomalies, various Data Mining methods are often used. Often, to obtain high accuracy of the analysis, preliminary training is required using a large amount of data and representative samples. However, it is not always possible to obtain a representative sample of various kinds of anomalies from real sources. this paper proposes an approach to modeling datasets generated by distributed heterogeneous monitoring systems.

关键词： monitoring systems vehicle movement generation datasets modeling system anomalies data mining

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Affine-Projection Maximum Asymmetric Correntropy Criterion Algorithm Under System Identifications

Affine-Projection Maximum Asymmetric Correntropy Criterion A...

引用

international conference on Computer Science and Network Technology (ICCSNT)

作者： Yan Peng Xinqi Huang Canping Yu Qi Mao Yingsong Li College of Information and Communication Engineering Harbin Engineering University Harbin China Key Laboratory of Intelligent Computing and Signal Processing Ministry of Education Anhui University China

the Affine-Projection Maximum Asymmetric Correntropy Criterion (APMACC) is constructed, drawing upon the fundamental principles of the maximum asymmetric correntropy criterion and an affine-projection scheme. the APMACC algorithm incorporates the asymmetric Gaussian model as a kernel function within the Affine-Projection (AP) algorithm framework, thereby endowing it with robustness against asymmetrically distributed noise. Furthermore, the bound for step-size is established in the literature. Simulation results demonstrate that the APMACC has fast convergence and low steady-state.

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Role of IT in Service Sector, the Case of Hesil Technologies Company 11

Role of IT in Service Sector, the Case of Hesil Technologies...

引用

11th international conference on Cloud computing, Data Science and Engineering (Confluence)

作者： Mohamed, Abdul Moid Alotaibi, Ibrahim Amity Univ Dubai Sch Managenement & Commerce Dubai U Arab Emirates

ISBN: (纸本)9781665414517

the aim of this paper is to extensively examine the formulation of Information Technology in a service sector and how effective it has been in the current time. this study states the change IT has brought and the ease through which companies have been generating revenue. ALso, the authors have made an observation on how IT has cut down manpower and have emerged automated services. In this study, we have also analyzed the technological developments and its effectiveness in the service sector whereby notching great advancements. Also, understanding how IT has revolutionized the businesses and has brought intense competition into the world IT has handled many relationships, whether it may be internal or external the more innovation brought out in the businesses, more IT is getting advanced as new thing require better enhancements.

关键词： service information technology advancement networking marketing

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Enhancing Cloud-Native Security through eBPF Technology

Enhancing Cloud-Native Security Through eBPF Technology

引用

IEEE international conference on Cyber Security and Cloud computing (CSCloud)

作者： Ming Feng Jia Zhou Yi Tang UCloud Technology Co. Ltd

ISBN: (数字)9798350376982

ISBN: (纸本)9798350376999

In the cloud industry, eBPF (extended Berkeley Packet Filter) security technology is one of the most popular and influential technologies in the Linux kernel in recent years. With the rapid development of networking and cloud-native technologies, eBPF is extensively applied in network and security, performance analysis, container and cloud-native environments, operations and troubleshooting, as well as observability of application systems. this paper focuses on the practical application of eBPF technology in cloud environments for ensuring the secure operation, event-driven security handling capability, and performance hotspots observation of transaction systems. the integration of eBPF technology significantly enhances efficiency and reduces costs across the development, testing, and operational phases of systems, providing effective means for security optimization, assisting in testing, and facilitating fault localization and troubleshooting during secure production operations. Moreover, eBPF plays a crucial role in handling security events in cloud environments.

关键词： Technological innovation Cloud computing security System performance Computer architecture Solids Real-time systems Security

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Smart Contract Based Solution for Secure distributed SDN 11

Smart Contract Based Solution for Secure Distributed SDN

引用

11th IFIP international conference on New Technologies, Mobility and Security, NTMS 2021

作者： Almakhour, Mouhamad Wehby, Ayoub Sliman, Layth Samhat, Abed Ellatif Mellouk, Abdelhamid Paris-Est Creteil University Lissi VitryF-94400 France Lebanese University Faculty of Engineering-CRSI Hadath Lebanon Efrei Engineering School-Paris Villejuif France

ISBN: (纸本)9781665443999

Software-Defined networking (SDN) separates network data plane and control plane, thus facilitates the introduction of control approaches in centralised and distributed modes. In this context, data plane should be remotely accessible for software-based control. In addition, physically-distributed control plane architectures should maintain secure communications between the SDN control plane elements. Securing distributed SDN is one of the applications that can take benefit from the use of Blockchain technology. In this paper, we achieve the security between the SDN controllers using Blockchain based smart contracts. We propose the use of smart contracts that embedded the SDN rules. We show different scenarios invoking smart contracts that are developed to secure the distributed SDN and to avoid unauthorised access and DoS attacks. © 2021 IEEE.

关键词： Smart contract

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SURVEY PAPER ON BLOCKCHAIN BASED CLOUD computing APPLICATIONS

SURVEY PAPER ON BLOCKCHAIN BASED CLOUD COMPUTING APPLICATION...

引用

11th international conference of Computer Communication and Informatics (ICCCI)

作者： Gupta, Yash Shrivastava, Ankit Kunal, Kishore Sadashiv, Naidila Kumar, Dilip S. M. JSSATE Bangalore Dept Comp Sci & Engn Bangalore Karnataka India JSSATE Dept CSE Bangalore Karnataka India Univ Visvesvaraya Coll Engn Dept CSE Bangalore Karnataka India

ISBN: (纸本)9781728158754

Evolution of Blockchain since the past few years has been simply breathtaking, it has drawn attention as the next generation technology. there have been several use cases of block chain other than in crypto-currencies. In recent studies it has been estimated that the market of block chain is expected to grow by a huge amount in upcoming years. Cloud computing is currently being adopted in numerous different IT environments due to its efficiency and availability. the article aims to highlight various cloud computing applications which are based on blockchain.

关键词： Cloud computing Blockchain Cryptography Informatics Research and development Next generation networking

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Optimal Computation Resource Allocation Scheme for LEO Satellite Networks 11th

Optimal Computation Resource Allocation Scheme for LEO Satel...

引用

11th international conference on Computer Engineering and Networks, CENet2021

作者： Fu, Jiajia Wu, Zanhong Chen, Yuhang Huang, Xuchuan Electric Power Dispatching Control Center of Guangdong Power Grid Co. Ltd. Guangzhou510600 China State Key Laboratory of Networking and Switching Technology Beijing University of Posts and Telecommunications Beijing100876 China

ISBN: (纸本)9789811665530

Past few years have witnessed the development of the satellite technology. With the rapid growth of global mobile services, people have higher and higher requirements for the quality of satellite communications. the communication delay can be effectively reduced by offloading the computing task to satellite. this paper introduces a LEO (Low Earth Orbit, LEO) satellite computing resource allocation scheme based on on-board resource pool. through the ISL (Inter Satellite Link, ISL), the computing equipment of each satellite is combined into a resource pool to allocate computing resources to users in a centralized way. In order to ensure the fairness between users in the process of allocation, we describe the task of computing resource allocation as a constrained optimization problem with the goal of minimizing the variance between the supply and demand. Furthermore, the augmented Lagrange multiplier method is adopted to obtain the optimal solution, which dynamically allocates computing resources for each user. the simulation results are presented to verify the effectiveness and convergence of the proposed scheme. © 2022, the Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： Resource allocation

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the Testing Mechanism for Software and Services Based on Mike Cohn's Testing Pyramid Modification 11

The Testing Mechanism for Software and Services Based on Mik...

引用

11th IEEE international conference on Intelligent Data Acquisition and Advanced computing Systems - Technology and Applications (IDAACS)

作者： Mukhin, Vadym Kornaga, Yaroslav Bazaka, Yurii Krylov, Ievgen Barabash, Andrii Yakovleva, Alla Mukhin, Oleg Natl Tech Univ Ukraine Igor Sikorsky Kyiv Polytech Inst Dept Syst Design Kiev Ukraine Natl Tech Univ Ukraine Igor Sikorsky Kyiv Polytech Inst Dept Tech Cybernet Kiev Ukraine Natl Tech Univ Ukraine Igor Sikorsky Kyiv Polytech Inst Dept Math Methods Syst Anal Kiev Ukraine

ISBN: (纸本)9781665426053

We modify the Mike Cohn's testing pyramid in order to adapt it for testing the distributed information processing systems, which allowed to expand the testing capabilities and apply the features of distributed systems, Recommendations for further use of the mechanisms of the modified Mike Cohn's pyramid have been developed, We define the requirements to ensure the permanent operation of all services of the distributed computer system, which is hosting the distributed information processing system and to ensure the permanent transfer of request packets at a certain rate, A model for testing software for distributed systems based on the autonomous deployment of software components has been developed, which is based on the a modified Mike Cohn's pyramid, which allows to increase testing efficiency and reduce the number of bulk tests,

关键词： distributed system testing pyramid probability of proper work

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