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检索条件"任意字段=Israel Conference on Computer Systems and Software Engineering"

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Towards Practicable Machine Learning Development Using AI engineering Blueprints

Towards Practicable Machine Learning Development Using AI En...

引用

IEEE International conference on software Architecture Workshops (ICSAW)

作者： Nicolas Weeger Annika Stiehl Jóakim von Kistowski Stefan Geißelsöder Christian Uhl Ansbach UAS Ansbach Germany Aschaffenburg UAS Aschaffenburg Germany

ISBN: (数字)9798331533366

ISBN: (纸本)9798331533373

The implementation of artificial intelligence (AI) in business applications holds considerable promise for significant improvements. The development of AI systems is becoming increasingly complex, thereby underscoring the growing importance of AI engineering and MLOps techniques. Small and medium-sized enterprises (SMEs) face considerable challenges when implementing AI in their products or processes. These enterprises often lack the necessary resources and expertise to develop, deploy, and operate AI systems that are tailored to address their specific problems. Given the lack of studies on the application of AI engineering practices, particularly in the context of SMEs, this paper proposes a research plan designed to develop blueprints for the creation of proprietary machine learning (ML) models using AI engineering and MLOps practices. These blueprints enable SMEs to develop, deploy, and operate AI systems by providing reference architectures and suitable automation approaches for different types of ML. The efficacy of the blueprints is assessed through their application to a series of field projects. This process gives rise to further requirements and additional development loops for the purpose of generalization. The benefits of using the blueprints for organizations are demonstrated by observing the process of developing ML models and by conducting interviews with the developers.

关键词： software architecture Pipelines computer architecture Organizations Proposals Interviews Faces Context modeling

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A Generic System Architecture for the Design and Development of a Humanoid Digital Twin

A Generic System Architecture for the Design and Development...

引用

Innovation in Computing and engineering (ICE), International conference on

作者： Alan Jimcy Vivek Goutam Sudarshan Sridhar Srinivas A Dept. of CSE RNS Institute of Technology Bengaluru India Dept. of CSE-DS RNS Institute of Technology Bengaluru India

ISBN: (数字)9798350380460

ISBN: (纸本)9798350380477

The Humanoid Digital Twin (HDT) has found several applications in Industrial Automation, Healthcare etc. and has been the subject of interest for researchers. Since it involves intricate hardware and software interfaces, there is a real need to evolve newer architectures that seamlessly enable the working of the humanoid and its digital twin with good synchronization for real time applications. This paper proposes a generic architectural framework for developing a HDT. The architecture has been validated by the implementation of the Humanoid integrated with the digital twin. Also emphasized is the mechanism to make sure, the movement from one position to the other is smooth.

关键词： Technological innovation Automation Humanoid robots systems architecture Medical services computer architecture Real-time systems software Digital twins Synchronization

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Assessing the Viability and Economic Impact of Grid-Connected Photovoltaic systems Across Diverse Locations in Bangladesh

Assessing the Viability and Economic Impact of Grid-Connecte...

引用

International conference on Electrical, computer and Communication engineering (ECCE)

作者： Mithun Ray Nur Mohammad Md.Firoz Kabir A. B. M. Noushad Bhuiyan Rabeya Akter Riaz Uddin Md. Raihan Department of Electrical and Electronic Engineering City University Dhaka Bangladesh Department of Electrical and Electronic Engineering Chittagong University of Engineering and Technology (CUET) Chittagong Bangladesh Department of Electrical and Electronic Engineering Barisal Engineering College (BEC) Barisal Bangladesh Bangladesh Power Development Board (BPDB) Bangladesh

ISBN: (数字)9798350357509

ISBN: (纸本)9798350357516

This paper evaluates photovoltaic system performance across Bangladesh, analyzing economic viability and solar power potential. Monocrystalline solar cells were assessed using fixed orientation and dual-axis tracking to determine the optimal setup for grid-connected systems. The study confirms dual-axis tracking as the most effective orientation for maximizing electricity generation. Total electricity generation for all over the year shows between 2209.5MWh and 2007 MWh for fixed orientation depending upon the various area. By contrast, overall electricity generation for the dual-axis tracking system was between 2827.8 MWh and 2484.6843 MWh. The data has been simulated by RETScreen for all constituent *** present value (NPV), electricity export revenue, IRR, and simple payback are also explored with RETScreen software. The study indicates that the project can reduce greenhouse gas emissions by an average of 39,839 tons over 25 years.

关键词： Economics Hands Electric potential Electricity Photovoltaic cells software Solar panels Greenhouse gases

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Dynamic Integration of Digital Twins in the Metaverse: software engineering Perspectives

Dynamic Integration of Digital Twins in the Metaverse: Softw...

引用

Computational Intelligence Approaches and Applications (ICCIAA), International conference on

作者： Nedal Nwasra Khalil Omar Ahmed Alsalemi Software Engineering Department University of Petra Amman Jordan Computer Science Department University of Petra Amman Jordan Information Technology Department Al-Madinah College of Technology Madinah Saudi Arabia

ISBN: (数字)9798331523657

ISBN: (纸本)9798331523664

The paper presents an exploratory perspective of the seamless dynamic integration of the Digital Twin within the Metaverse from the software engineering viewpoint. Since the inception of Digital Twins as virtual counterparts of real-world entities, they have portrayed great promises of improving operational efficiency, especially in healthcare, smart manufacturing, and urban planning. However, their more and more seamless integration into such shared virtual environments as the Metaverse, dependent on immersive technologies, brings its specific software engineering challenges: real-time data synchronization, interoperability, scalability, and security. To cope with these challenges, this paper has proposed a layered software architecture belonging to data ingestion, processing, visualization, and user interaction. The key contributions take the form of a comprehensive literature review towards (1) identifying gaps in existing approaches in which this conceptual model and system architecture can facilitate modular and scalable integration of Digital Twins into the Metaverse and (2) practical implementation and benefits of such integration including real-time patient monitoring and interactive therapy simulations in which a healthcare use case can be demonstrated. This work addresses the technical and architectural challenges step by step and lays down the fundamental basis that will allow the integration of Digital Twins in real-time, secure, and user-centric immersive environments across a wide range of industries. Future research should be oriented towards standardization, improved data governance, and adaptive interaction paradigms.

关键词： Industries Metaverse systems architecture Medical services Real-time systems Digital twins Security Synchronization software engineering Systematic literature review

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ARTDet: A Novel Attention-Based Deep Learning Network for Real-Time Head Posture Detection of Students

ARTDet: A Novel Attention-Based Deep Learning Network for Re...

引用

software engineering and computer Science (CSECS), International conference on

作者： Tianrui Yang Pengsong Yang Ranlin Lu Xin Tan Xuhui Tang Yuxi Chen Gangqi Chen Artificial Intelligence Research Group Suson Intelligent Technology Co. Ltd. Chendu China No.44 Middle School of Xi'an No.1 Middle School Education Group Xi'an China School of Marine Science and Technology Northwestern Polytechnical University Xi'an China

ISBN: (数字)9798331522216

ISBN: (纸本)9798331522223

Head posture detection of students in classroom environments is crucial for monitoring engagement and optimizing the learning experience. However, this task remains challenging, especially in crowded and dynamic classroom settings where small targets are prevalent. To address this, we propose ARTDet (Attention-based Real-Time Detection for Classroom), a novel network for the detection of the head posture of students based on deep learning. To boost detection performance in classroom environments and address multi-student scenarios, we incorporate the NAM (Normalization-based Attention Module) into the backbone, greatly refining the model's capacity to detect small targets in challenging backgrounds. In addition, we create a custom classroom dataset, manually annotating each student with bounding boxes and posture classifications, providing valuable resources for training and evaluation. Extensive experimental validation demonstrates that ARTDet outperforms existing methods in both quantitative and qualitative assessments.

关键词： Deep learning Training computer science Attention mechanisms Refining Real-time systems Monitoring software engineering

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An Efficient Data Synchronization Tool Design and Implementation Based on Data Flow

An Efficient Data Synchronization Tool Design and Implementa...

引用

software engineering and computer Science (CSECS), International conference on

作者： Yanmei Luo Yaohui Zhang Zhen Liu Guiyu Lai Yong Wen Wenjie Gao Institute of Computer Applications China Academy of Engineering Physics China

ISBN: (数字)9798331522216

ISBN: (纸本)9798331522223

In the digital transformation of equipment development, there is an increasing demand for data synchronization. Traditional data synchronization schemes generally face reliability deficiencies and real-time bottlenecks, making it difficult to meet enterprise requirements for real-time synchronization of massive data. This paper introduces an efficient data synchronization tool based on data flow, aiming to address the shortcomings of traditional data synchronization methods. The tool adopts publish-subscribe pattern to build the data transmission architecture, and through the double-ended asynchronous queues to achieve decoupled communication mechanism, thus allowing one-to-many data synchronization. In the database synchronization layer, it innovatively adopts the data flow direct connection technology to replace the traditional SQL statement parsing, and achieves efficient synchronization of largescale data through zero middleware writing and batch streaming processing technology. This paper details the technical architecture and implementation of the tool, and verifies its superior performance in large-scale data synchronization scenarios through experiments. Experimental results show that the tool significantly outperforms traditional methods in terms of synchronization efficiency, and the synchronization latency of ten million data volumes can be controlled at the second level. Compared with the widely used data synchronization tool NIFI, our tool exhibits superior data synchronization performance in large-scale data synchronization scenarios, providing a new solution for high-efficiency data synchronization between databases.

关键词： Databases Scalability Publish-subscribe Relational databases Real-time systems Stability analysis software reliability Synchronization Middleware software engineering

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Intelligent Design System for Wave-Absorbing Metamaterials Based on Broadband Polarization-Independent Characteristics

Intelligent Design System for Wave-Absorbing Metamaterials B...

引用

Electronics, Energy systems and Power engineering (EESPE), IEEE International conference on

作者： Huili Dai Junshan Zhang Aixia Wang Xiaoqing Yan Rui Yan Jing Wei Xinrong Guo Xiuku Dan Department of Basic Sciences Engineering University of PAP Xi'an China Department of Basic Sciences Air Force Engineering University Xi'an China

ISBN: (数字)9798350389579

ISBN: (纸本)9798350389586

Wave-absorbing metamaterial has important application value in electromagnetic shielding and stealth protection, but their design procedures are complicated and the traditional design procedures are inefficient. In this study, an intelligent design system for wave absorber metamaterial based on B/S architecture is designed, realizing the integrated design of parametric modeling, electromagnetic simulation and intelligent optimization. The system adopts an improved genetic algorithm for structure optimization, integrates multiple basic structure unit automatic modeling function, and supports broadband polarization-independent property performance evaluation. The test results show that the system achieves efficient intelligent design of metamaterial structures and provides powerful tool support for metamaterial engineering applications, outperforming existing commercial software in terms of computational accuracy, optimization efficiency, and resource utilization.

关键词： Accuracy Electromagnetic scattering computer architecture Metamaterials software Parametric statistics Broadband communication Reflection coefficient Resource management Optimization

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SmartLib: Automated Library Management with RFID and Mobile Alerts

SmartLib: Automated Library Management with RFID and Mobile ...

引用

IEEE Students' conference on Electrical, Electronics and computer Science (SCEECS)

作者： Rathinakumar P S Prathyusha R Mirsha Department of Electronics and Communication Engineering SRM Institute of Science and Technology Chennai India

ISBN: (数字)9798331529833

ISBN: (纸本)9798331529840

The Manual Library Management System used at present is quite complex process which might take lot of time as it includes maintaining the records of personal, membership and fine details where there can be chances of making error and missing the important details. To avoid such issues and make the procedure much efficient The Automated Library Management System is introduced, which basically consists of a microcontroller (Arduino Nano ATmega328p), RFID along with a LCD display. BLYNK software is used in this process to emerge. Automated Library Management System is made simple and more flexible for managing the library, the updates, status of the member and other details would apprise through the software which would reduce the time and cost is feasible which could be profit for the user, hence manual efforts are reduced.

关键词： computer science Embedded systems Costs Microcontrollers Manuals Libraries software Liquid crystal displays Radiofrequency identification

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Eclipse SUMO and Unity 3D integration for emission studies based on driving behaviour in virtual reality environment 16

Eclipse SUMO and Unity 3D integration for emission studies b...

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16th International conference on Ambient systems, Networks and Technologies Networks, ANT 2025 / 8th International conference on Emerging Data and Industry 4.0, EDI40 2025

作者： Nagy, Viktor Májer, Csaba J. Lepold, Sámuel Széchenyi István University Faculty of Architecture Civil Engineering and Transport Sciences Department of Transport Egyetem tér 1 Gyor9026 Hungary

This paper explores the development of a traffic simulator that harnesses the power of OpenStreetMap (OSM) data, integrating it into a unified framework using Blender, SUMO (Simulation of Urban MObility), and Unity 3D. The project aims to provide a realistic and versatile platform for simulating complex transportation scenarios for urban planning, traffic management, and virtual environment creation. The process begins with the extraction and preprocessing of OSM data, ensuring the representation of road networks and geographic features. Blender, a 3D modelling software, is used to visualise and enhance the environment. The resulting 3D models are loaded into Unity. SUMO - a microscopic traffic simulation software - plays a role in modelling vehicle dynamics, traffic flow, and interactions within the simulated environment. Via an integration hub, bringing together the visuality of Unity 3D environment and SUMO's precise traffic simulation. Through this collaboration, the simulator offers real-time interaction and analysis. With the help of SUMO's free emissions module, the pollution resulting from driving behaviour can be measured not only at the individual level but also the impact on the network as well. The combination of OSM data, SUMO, Blender, and Unity 3D provides a powerful and free tool to study and optimise urban mobility, ultimately contributing to the development of smarter and more sustainable transportation systems. © 2025 Elsevier B.V.. All rights reserved.

关键词： Virtual environments

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Securing the Silver Surfers: Cybersecurity Awareness Among Older Adults 19

Securing the Silver Surfers: Cybersecurity Awareness Among O...

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19th International conference on Ubiquitous Information Management and Communication, IMCOM 2025

作者： Ahmad Nawi, Haslinda Sutan Omar, Siti Fatimah Basaruddin, Suzana Info. Science & Computing Department Management and Science University Selangor Malaysia Software Engineering Section UniKL MIIT Kuala Lumpur Malaysia Informatics & Analytics Section UniKL MIIT Kuala Lumpur Malaysia

ISBN: (纸本)9798331507817

This research investigates the perceptions of cybersecurity among older adults in Malaysia, aged 60 years and above, who are reliant on technology for basic activities. The data from 331 participants showed that 30.8% were online for 4-8 hours daily, while 3.3% were completely disconnected. Interestingly, more than half of the respondents were unaware of cybersecurity threats, especially malware and ransomware, which put their data in jeopardy. While there is some awareness related to unauthorized access and computer fraud, knowledge gaps remain significant, and effective educational interventions are thus needed. Informal, self-directed learning appears to be a widespread way of acquiring skills in this age group, often supplemented by community workshops and peer networks. Given that almost half of the older adults spend considerable time online, improving their digital skills in tandem with their support systems is an important goal for enhancing their online experiences. It indicates the need for a twin approach: enhancing cybersecurity awareness with specialized educational programs, alongside developing flexible opportunities for informal learning. Educational institutions and relevant policies are encouraged to prioritize building hands-on, specific cybersecurity education for seniors. Also, user interface design considering cybersecurity-related issues can make using the technological environment as user-friendly and secure as possible. These strategies will contribute to creating an inclusive digital society, where older adults are confident and safe in using digital technologies while continuously contributing to their personal and professional development. © 2025 IEEE.

关键词： Economic and social effects

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