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research on the Application of computer Big Data Technology in the Construction of Virtual simulation Laboratory for Sports Majors 2

Research on the Application of Computer Big Data Technology ...

引用

2nd IEEE international conference on Data Science and computer Application, ICDSCA 2022

作者： Zhang, Aiping Leshan Normal University Leshan614004 China

ISBN: (数字)9781665472005

ISBN: (纸本)9781665472005

The application of virtual simulation teaching system in physical education teaching in colleges and universities is an inevitable trend of the integration of information technology and physical education teaching. This paper mainly integrates the characteristics of VR technology and the characteristics of the physical education process itself, and strengthens the application of exercise intensity and load in the VR physical education simulation system. 3D modeling of rehearsal scenes and personnel through virtual reality technology. The entire rehearsal process is simulated with the help of virtual simulation. According to the characteristics of physical education, the system applies virtual reality technology to traditional teaching to achieve autonomous learning and improve teaching quality. © 2022 IEEE.

关键词： 3D modeling

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computer simulation modeling for Pressure Visualization Measurement in Human Motion Mechanics Experiment 3

Computer Simulation Modeling for Pressure Visualization Meas...

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3rd international conference on Machine Learning and Big Data Analytics for IoT Security and Privacy, SPIoT2023

作者： You, Fan School of Physical Education and Equestrian Wuhan Business University Wuhan China

With the gradual dissemination of the idea of national fitness, more and more people are paying attention to exercise, which has made human motion mechanics a focus of current research, and the visualization measurement of human motion pressure has also become a focus of discussion. However, current pressure visualization measurement technologies often have problems such as inaccurate measurement results, low visualization level, and low clarity of pressure presentation, which has led to a bottleneck in research on human motion mechanics. In order to better promote the development of human motion mechanics, this article conducted research on the current popular computer simulation modeling technology, indicating that this technology has unique advantages in pressure visualization measurement of human motion mechanics. The measurement effect of computer simulation modeling technology has been demonstrated through experiments. Compared to traditional measurement methods, this method achieved 800 at a pressure of 300 Newton. Compared to traditional methods under the same pressure, the method presented in this article has higher visual clarity and can visually display the pressure situation. This not only benefits people in better studying the mechanics of human motion, but also helps to better formulate exercise plans and engage in correct and scientific exercise. It plays an important role in clinical medical diagnosis, biomechanics, and sports. © 2023 The Authors. Published by Elsevier B.V.

关键词： Visualization

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Enabling Real World Scale Structural Superlubricity All-Atom simulation on the Next-Generation Sunway Supercomputer 23

Enabling Real World Scale Structural Superlubricity All-Atom...

引用

2023 international conference for High Performance Computing, Networking, Storage and Analysis, SC 2023

作者： Duan, Xiaohui Wang, Jin Gao, Ping Ma, Ming Gan, Lin Liu, Xin Fu, Haohuan Xue, Wei Chen, Dexun Yang, Guangwen Liu, Weiguo School of Software Shandong University China International School for Advanced Studies Trieste Italy Tsinghua University Department of Computer Science and Technology Beijing China Department of Engineering Mechanics Center for Nano and Micro Mechanics Tsinghua University Beijing China National Supercomputing Center in Wuxi Wuxi China Ministry of Education Key Lab for Earth System Modeling Department of Earth System Science Tsinghua University Beijing China

ISBN: (纸本)9798400701092

Molecular dynamics (MD) simulation can provide an affordable way for inspecting microscopic phenomena, which is a powerful complement to real-world experiments. But the spatial scale of MD simulations is usually magnitudes smaller than experiment systems. In this paper, we present our work, redesigning the widely used inter-layer potential in structural superlubricity. By carrying out a specialized neighbor list for inter-layer potential computation, the total memory access amount is reduced significantly. Besides, a simple but efficient vectorization strategy is implemented based on the new neighbor list. In the extreme case, our work can scale to 38 million cores to achieve a sustainable performance of 61 PFLOPS, enabling a simulation of a superlubricity system of 32 μm2 with 7.2 billion atoms at 4.75 ns/day, which is 11,834 times of reported largest scale simulation in superlubricity systems in contact area and almost ten times faster in time-to-solution. Furthermore, we have done a simulation at 9 μm2 which results in consistency with real-world experiments and verified some theoretical predictions in the mesoscopic scale. © 2023 ACM.

关键词： Molecular dynamics

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Security Architecture Design and Implementation Challenges of Software Defined Network in Industrial Internet 5

Security Architecture Design and Implementation Challenges o...

引用

5th international conference on computers, Information Processing and advanced education, CIPAE 2024

作者： Yin, Qingbao The 36th Research Institute of China Electronics Technology Group Corporation Zhejiang Jiaxing314001 China

ISBN: (纸本)9798331527662

The application of Software Defined Network (SDN) in the industrial internet environment faces many security challenges, including the expansion of attack surface, the centralized risk of the control plane, and the potential vulnerabilities of the north-south interface. In order to analyze these problems in depth, this work first analyzes the existing industrial internet security threats and the application status of SDN in the security field. Secondly, this work designs and implements an SDN security architecture model, including the control layer, data layer, and application layer. This work focuses on traffic monitoring, threat detection, and response mechanisms. The simulation environment of industrial internet is established by using Mininet simulation tool, which is used to simulate actual network traffic and attack scenarios in industrial Internet. Various types of attacks are introduced, including Denial of Service, Man-In-The-Middle, and the defense and recovery capabilities of the SDN architecture are tested under different attack intensities. Finally, through the simulation experiment platform, the performance of the designed SDN architecture in the actual industrial Internet environment is comprehensively evaluated, and the threat detection is optimized based on the Random Forest Algorithm. Quantitative analysis is conducted using Key Performance Indicators such as network latency, throughput, and security event response time. The research results indicate that the SDN architecture can effectively control the growth of network latency and security event response time under different attack intensities. Meanwhile, the SDN architecture also shows advantages in maintaining network throughput, with a throughput reduction ratio controlled within 10% under high-intensity attacks. In addition, the threat detection model based on the random forest algorithm achieves around 90% accuracy, recall, and F1 score, demonstrating its efficiency and universality in threa

关键词： industrial Internet network threat detection random forest software defined network

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Finite Element simulations of Phase Change Memory Devices Using Semiconductor Physics

Finite Element Simulations of Phase Change Memory Devices Us...

引用

2024 IEEE Nanotechnology Materials and Devices conference, NMDC 2024

作者： Muneer, Sadid Noor, Nafisa United International University Department of Electrical and Electronic Engineering Dhaka Bangladesh North South University Department of Electrical and Computer Engineering Dhaka1229 Bangladesh

ISBN: (纸本)9798331541439

Phase change memory (PCM) is a non-volatile memory in which data is stored as resistance contrast between amorphous and crystalline phases. Many simulation models have been developed to study crystalline to amorphous transition (reset) and amorphous to crystalline transition (set) operations. Ge2Sb2Tes (GST) is the most widely used phase change material, which is a p-type semiconductor in both phases. This work presents a finite element simulation platform that uses semiconductor physics to calculate charge carrier concentration during device operation, along with heat transport physics to estimate temperature. Crystallinity is tracked by solving a simple ordinary differential equation. A PCM line cell, which has experienced a reset pulse of 3.5 V, shows melting, bandgap collapse, and amorphization in the middle. Carrier trapping in the amorphous portion and Schottky barrier formation in the amorphous-crystalline boundary are observed. This type of modeling will be particularly useful in investigating carrier kinetics during set and reset operations and charge trapping-detrapping inside the PCM devices. © 2024 IEEE.

关键词： Carrier concentration

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Application research of Operation and Maintenance Scene Fusion and Intelligent Knowledge Assistant 5

Application Research of Operation and Maintenance Scene Fusi...

引用

5th international conference on computers, Information Processing and advanced education, CIPAE 2024

作者： Wang, Feifeng Lin, Zhengping Wang, Xin Li, Dajian Meng, Chunzhi Qin, Jian Guangxi Power Grid Co. Ltd. Electric Power Science Research Institute Nanning China Electric Power Research Institute of China Southern Power Grid Company Guangzhou China Guangxi Power Grid Co. Ltd. Nanning China Digital Intelligence Operation Center of Guangxi Power Grid Co. Ltd. Nanning China

ISBN: (纸本)9798331527662

In order to improve the intelligent level of power measuring equipment operation and maintenance, this paper introduces intelligent knowledge assistance technology into the reconstruction of power measuring equipment maintenance and operation scenario. The scene view of power measuring equipment operation is fused by vector library. A 3D vision imaging model based on machine vision was established. The feature of operation and maintenance scene is extracted by using fuzzy degree detection and visual reconstruction, and three-dimensional reconstruction is carried out by intelligent knowledge assistant technology. This paper uses pixel-based image fusion and virtual reality rendering techniques to enhance visual information in the operating environment. Multiple view images are encoded with the corresponding camera parameters and attitude information. According to the power metering device operation and maintenance scenario, the spatial distribution set is reorganized to achieve 3D VR vision reconstruction optimization. simulation results show that the algorithm proposed in this paper can reproduce the running state of electric energy measuring equipment quickly and accurately. © 2024 IEEE.

关键词： Machine vision

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research and simulation of adaptive routing mechanism in InfiniBand network 3

Research and simulation of adaptive routing mechanism in Inf...

引用

3rd international conference on advanced Manufacturing Technology and Manufacturing Systems, ICAMTMS 2024

作者： Wu, Ruolan Wan, Wei Li, Junhong School of Computer and Artificial Intelligence Zhengzhou University Zhengzhou450001 China Co. Ltd. Beijing100193 China School of Software Tsinghua University Beijing100084 China

ISBN: (纸本)9781510681804

InfiniBand interconnect network is widely used in parallel computing. Network adapter (HCA) is one of the necessary hardware components for architecture deployment. With the expansion of nodes in parallel computing system, InfiniBand network may have higher performance requirements. However, the current InfiniBand network uses deterministic routing, and adaptive routing can be introduced to meet higher requirements. Because the original InfiniBand protocol is strictly sequence-preserving, adding adaptive routes to the network improves performance but requires out-of-order rearrangement of network cards, which requires a certain cache capability. In this paper, the function extension of InfiniBand protocol is designed to realize the adaptive function and complete the modeling and simulation. Two indexes related to out-of-order are also designed in this paper, and the direct influence of adaptive routing on packet out-of-order and network adapter buffer depth is studied from many aspects. Through the simulation of the above system, the experimental result of All-to-All communication between model nodes shows that under the Greedy and RoundRobin adaptive port selection algorithms, the buffer depth required by the network card is 61 and 62 2KB of packet space, respectively. This provides an estimate of the buffer that the network card needs to handle out-of-order packets. © 2024 SPIE.

关键词： Parallel processing systems

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A NOVEL REAL-TIME DEVS simulation ARCHITECTURE WITH HARDWARE-IN-THE-LOOP CAPABILITIES

A NOVEL REAL-TIME DEVS SIMULATION ARCHITECTURE WITH HARDWARE...

引用

2024 Annual modeling and simulation conference, ANNSIM 2024

作者： Fernández-Sebastián, Óscar Cárdenas, Román Arroba, Patricia Risco-Martín, José L. Department of Computer Architecture and Automation Universidad Complutense de Madrid Spain Department of Electronic Engineering Universidad Politécnica de Madrid Spain Center for Computational Simulation Universidad Politécnica de Madrid Spain

ISBN: (纸本)9781713899310

advanced Modelling and simulation (M&S) techniques, including Digital Twins (DTs) and Hardware-In-the-Loop (HIL) simulation, are essential for the design and operation of today’s complex systems. Despite these advances, there remains a gap between the simulation methods used in design and those used in implementation. This paper introduces a Real-Time (RT) simulation framework that connects models using the Discrete-Event System Specification (DEVS) with external systems, improving implementation and operation. The Python xDEVS tool has been enhanced to introduce a new suite of real-time simulation components and a DEVS-based communication interface, facilitating adaptable communication protocols. The framework demonstrates its capability to integrate both DEVS and non-DEVS systems and establish effective communication through various experiments, ranging from RT simulation of DEVS models to complex multi-component systems. This tool has significant potential in supporting real and incremental system implementations through HIL techniques, making a valuable contribution to complex system design and operation. © 2024 Society for modeling & simulation international (SCS).

关键词： Hardware-in-the-loop simulation

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research on the Application of computer Artificial Intelligence Evolutionary Game Technology in the Prevention of Big Data Killing System 4

Research on the Application of Computer Artificial Intellige...

引用

4th international conference on computers, Information Processing and advanced education, CIPAE 2023

作者： Liang, Tian Shanghai University School of Management Shanghai200444 China

ISBN: (纸本)9798350342710

In this paper, the government regulation as the lead to establish the e-commerce platform "big data killing"pricing behavior and user consumption channel selection evolutionary game model. Then this paper based on the "java"backend design language and front-end design language "WXML"design and development of a set of price comparison small program. The system can display and compare the prices of the same goods or services on different e-commerce platforms in real time. This makes it easy for consumers to buy at the most favorable price. The evolutionary stability strategies of consumers and merchants are analyzed systematically, and the results are simulated by MATLAB software. The simulation results show that the ratio of price-sensitive old users and sticky new users as well as the fine of regulatory authorities are the key factors affecting the stable state of the evolutionary game system. Transfer costs and psychological losses can influence users' willingness to choose a "retention"strategy. © 2023 IEEE.

关键词： Big data

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research on the Construction and Application of Virtual simulation Experiment Teaching Environment for Vehicle Engineering Specialty 14

Research on the Construction and Application of Virtual Simu...

引用

14th international conference on educational and Information Technology, ICEIT 2025

作者： Bin, Zheng School of Intelligent Manufacturing Panzhihua University Panzhihua China

ISBN: (纸本)9798331540883

According to the actual needs of students majoring in vehicle engineering, this paper focuses on the application of virtual simulation experimental environment in their professional learning and ability training. Through the experimental courses such as automobile CAD/CAE/ CAM, automobile engine parts design and modeling, and automobile chassis parts design and modeling, students can simulate the real automobile design, analysis and manufacturing process in the virtual environment. This teaching method can effectively make up for the lack of resources and security risks in traditional experimental teaching, and can also improve their learning effect. The characteristics and requirements of vehicle engineering major are deeply analyzed, especially for the core experimental courses. The subject will discuss the talent demand of vehicle engineering specialty, and compare the matching degree between the industry demand and the existing experimental course system of vehicle engineering. On this basis, the subject will propose an automobile virtual simulation experimental platform architecture, which will use advanced virtual simulation technology to simulate the real automobile design, and provide an immersive and interactive learning experience. This topic will adopt a variety of teaching methods to stimulate students' initiative. These methods will be integrated into the automobile virtual simulation experimental platform, providing students with diversified learning paths and rich experimental opportunities. The teaching mode will provide students with a brand-new learning experience and help to cultivate their experimental ability and innovative spirit. © 2025 IEEE.

关键词： Students

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