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2022 10th International Scientific Conference on Computer Science (COMSCI)最新文献

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Structure of resources in an enterprise IT organization subject to optimal defect detection 企业IT组织中服从最优缺陷检测的资源结构
2022 10th International Scientific Conference on Computer Science (COMSCI) Pub Date : 2022-05-30 DOI: 10.1109/COMSCI55378.2022.9912586
Plamen Nakov
{"title":"Structure of resources in an enterprise IT organization subject to optimal defect detection","authors":"Plamen Nakov","doi":"10.1109/COMSCI55378.2022.9912586","DOIUrl":"https://doi.org/10.1109/COMSCI55378.2022.9912586","url":null,"abstract":"At a decade of distributed cloud, hyper-automation, digitalization, Internet of Things (IoT) world, use of large volume IT resources in business is inevitable. Organizations use vast amount of IT systems to automate processes and tend to focus on digitalization at all costs. Automation and day-to-day business require huge computing power at a high-availability and reliability. Cybersecurity is crucial for success of every business. To address these needs, organizations must have in-depth understanding of their own resource structure (assets, network, services, applications, relationships, etc.). This paper focuses on how organizations can keep information about their resources and analyzes how organizations can ensure optimal defect detection in its own resource structure.This paper proposes unique approach for structuring of multi-layer resources, focused on formalization of detection, localization, and effective defect remediation.","PeriodicalId":399680,"journal":{"name":"2022 10th International Scientific Conference on Computer Science (COMSCI)","volume":"466 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122498254","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Column-oriented data model for data-intensive systems 面向列的数据模型，用于数据密集型系统
2022 10th International Scientific Conference on Computer Science (COMSCI) Pub Date : 2022-05-30 DOI: 10.1109/COMSCI55378.2022.9912610
Simeon Emanuilov, A. Dimov
{"title":"Column-oriented data model for data-intensive systems","authors":"Simeon Emanuilov, A. Dimov","doi":"10.1109/COMSCI55378.2022.9912610","DOIUrl":"https://doi.org/10.1109/COMSCI55378.2022.9912610","url":null,"abstract":"Traditional relational row-oriented databases have some performance issues in the case of data-intensive systems that process large amounts of data. On the other hand, a column-oriented approach to data presentation has shown promising results when applied in analytical processing. This paper shows a design for a webhook (event notifications) software system to facilitate the usage of the columnar approach in data-intensive software systems. It will be an example of using the column store where the analytical requirement is not the primary one. The approach can be applied to any system in the data-intensive context, which has many data points and requirements to store, fetch, and aggregate based on a few specific from many fields.","PeriodicalId":399680,"journal":{"name":"2022 10th International Scientific Conference on Computer Science (COMSCI)","volume":"SE-7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126574864","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
“Metaverse” is a New ICT Blockbuster “超宇宙”是一个新的ICT重磅炸弹
2022 10th International Scientific Conference on Computer Science (COMSCI) Pub Date : 2022-05-30 DOI: 10.1109/COMSCI55378.2022.9912599
Vesselin Gueorguiev, D. Georgieva
{"title":"“Metaverse” is a New ICT Blockbuster","authors":"Vesselin Gueorguiev, D. Georgieva","doi":"10.1109/COMSCI55378.2022.9912599","DOIUrl":"https://doi.org/10.1109/COMSCI55378.2022.9912599","url":null,"abstract":"Computers are an essential part of our daily lives. For many people, computers are not only a convenient means of work but an integral part of the concept of “life”. Metaverse is the hottest innovation in the ICT society that has been offered for development in the last decade. It will undoubtedly take some time for users to use VR collaborative platform as regularly as they do now. Undoubtedly, a new culture of life will emerge. There will be ups and downs, but the goal is worth it. The presented paper describes the prerequisites and the readiness of the ICT community to participate in the project “Metaverse”.","PeriodicalId":399680,"journal":{"name":"2022 10th International Scientific Conference on Computer Science (COMSCI)","volume":"59 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128457220","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design of Remote Labs and Experiments about Embedded Systems and Robotics Learning 嵌入式系统与机器人学习的远程实验室与实验设计
2022 10th International Scientific Conference on Computer Science (COMSCI) Pub Date : 2022-05-30 DOI: 10.1109/COMSCI55378.2022.9912587
Ventsislav Nachev, D. Gotseva
{"title":"Design of Remote Labs and Experiments about Embedded Systems and Robotics Learning","authors":"Ventsislav Nachev, D. Gotseva","doi":"10.1109/COMSCI55378.2022.9912587","DOIUrl":"https://doi.org/10.1109/COMSCI55378.2022.9912587","url":null,"abstract":"In the last years a lot of students all over the world have been forced to use distance learning technologies and tools. Many advantages of distance learning have been seen and this will lead to its wider application in the future. But there are still many problems in practical training in electronics and robotics, because students do not have access to physical devices, tools and lab equipment. In this paper we discuss architectures and technical development for real time remote controlled lab for teaching electronics, robotics and embedded systems.","PeriodicalId":399680,"journal":{"name":"2022 10th International Scientific Conference on Computer Science (COMSCI)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114678723","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Understanding student loans in Uzbekistan 了解乌兹别克斯坦的学生贷款
2022 10th International Scientific Conference on Computer Science (COMSCI) Pub Date : 2022-05-30 DOI: 10.1109/COMSCI55378.2022.9912596
Masuda Isaeva
{"title":"Understanding student loans in Uzbekistan","authors":"Masuda Isaeva","doi":"10.1109/COMSCI55378.2022.9912596","DOIUrl":"https://doi.org/10.1109/COMSCI55378.2022.9912596","url":null,"abstract":"In this study, we analyze the effect of reform on the student loan system in Uzbekistan. Using the panel data method, we captured the changes in the volume of student loans in different regions of Uzbekistan. The main purpose of this study is to explore the role of regional characteristics that can amplify or weaken the effect of reform. We employ population size, income, number of universities in a region, and inflation rate to represent region-specific characteristics. Our findings show that new policies had a significant positive effect on the volume of student loans. However, this effect is stronger for regions with low income.","PeriodicalId":399680,"journal":{"name":"2022 10th International Scientific Conference on Computer Science (COMSCI)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121544564","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparative Analysis of Specialized Standards and Methods on Increasing the Effectiveness and Role of PDCA for Risk Control in Management Systems 提高PDCA在管理体系风险控制中的有效性和作用的专业标准和方法的比较分析
2022 10th International Scientific Conference on Computer Science (COMSCI) Pub Date : 2022-05-30 DOI: 10.1109/COMSCI55378.2022.9912583
V. Stefanova-Stoyanova, Petko Danov
{"title":"Comparative Analysis of Specialized Standards and Methods on Increasing the Effectiveness and Role of PDCA for Risk Control in Management Systems","authors":"V. Stefanova-Stoyanova, Petko Danov","doi":"10.1109/COMSCI55378.2022.9912583","DOIUrl":"https://doi.org/10.1109/COMSCI55378.2022.9912583","url":null,"abstract":"This article analyzes Risk management (RM) activities against different ISO standards. The aim is to improve the coordination and interoperability of risk management activities in IT, IT services management, quality management, project management, and information security management. The ISO 31000: 2018 standard was chosen as a structured input for ISO 20000-1: 2018, ISO 21500: 2021, ISO 27000: 2018, ISO 9001: 2015 and ISO Annex SL standards relative to RM. The PDCA cycle has been chosen as one of the main methods for planning, implementing, and improving quality management systems and their processes. For a management system to be more effective, more reliable, and capable of preventing negative results, it must deal with the possible resulting risks.","PeriodicalId":399680,"journal":{"name":"2022 10th International Scientific Conference on Computer Science (COMSCI)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129772947","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Analytical Choice of an Effective Cyber Security Structure with Artificial Intelligence in Industrial Control Systems 工业控制系统中有效的人工智能网络安全结构的分析选择
2022 10th International Scientific Conference on Computer Science (COMSCI) Pub Date : 2022-05-30 DOI: 10.1109/COMSCI55378.2022.9912608
R. Trifonov, Slavcho Manolov, Georgi Tsochev, G. Pavlova, Kamelia Raynova
{"title":"Analytical Choice of an Effective Cyber Security Structure with Artificial Intelligence in Industrial Control Systems","authors":"R. Trifonov, Slavcho Manolov, Georgi Tsochev, G. Pavlova, Kamelia Raynova","doi":"10.1109/COMSCI55378.2022.9912608","DOIUrl":"https://doi.org/10.1109/COMSCI55378.2022.9912608","url":null,"abstract":"The new paradigm of industrial development, called Industry 4.0, faces the problems of Cybersecurity, and as it has already manifested itself in Information Systems, focuses on the use of Artificial Intelligence tools. The authors of this article build on their experience with the use of the above mentioned tools to increase the resilience of Information Systems against Cyber threats, approached to the choice of an effective structure of Cyber-protection of Industrial Systems, primarily analyzing the objective differences between them and Information Systems. A number of analyzes show increased resilience of the decentralized architecture in the management of large-scale industrial processes to the centralized management architecture. These considerations provide sufficient grounds for the team of the project to give preference to the decentralized structure with flock behavior for further research and experiments. The challenges are to determine the indicators which serve to assess and compare the impacts on the controlled elements.","PeriodicalId":399680,"journal":{"name":"2022 10th International Scientific Conference on Computer Science (COMSCI)","volume":"2013 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128220370","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Risk Optimization on Husbandry Management 畜牧业管理中的风险优化
2022 10th International Scientific Conference on Computer Science (COMSCI) Pub Date : 2022-05-30 DOI: 10.1109/COMSCI55378.2022.9912584
T. Stoilov, K. Stoilova
{"title":"Risk Optimization on Husbandry Management","authors":"T. Stoilov, K. Stoilova","doi":"10.1109/COMSCI55378.2022.9912584","DOIUrl":"https://doi.org/10.1109/COMSCI55378.2022.9912584","url":null,"abstract":"The management of animal husbandry targets the maximization of the production outcomes and simultaneously decreasing the risk in their economic life. This research makes an analysis of possible analytical models, which target increase of the husbandry returns and minimization of the risk by allocated investment resources in several production components of animals. These models are based on formal developments of the portfolio theory. Several analytical models are derived. Their peculiarities and solutions are analyzed and compared.","PeriodicalId":399680,"journal":{"name":"2022 10th International Scientific Conference on Computer Science (COMSCI)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127801429","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Application of GPU Accelerated Deep Learning Neural Networks for COVID-19 Recognition from X-Ray Scans GPU加速深度学习神经网络在x射线扫描COVID-19识别中的应用
2022 10th International Scientific Conference on Computer Science (COMSCI) Pub Date : 2022-05-30 DOI: 10.1109/COMSCI55378.2022.9912590
M. Nikolov, G. Tsenov, O. Nakov, Milena Lazarova, V. Mladenov
{"title":"Application of GPU Accelerated Deep Learning Neural Networks for COVID-19 Recognition from X-Ray Scans","authors":"M. Nikolov, G. Tsenov, O. Nakov, Milena Lazarova, V. Mladenov","doi":"10.1109/COMSCI55378.2022.9912590","DOIUrl":"https://doi.org/10.1109/COMSCI55378.2022.9912590","url":null,"abstract":"In this paper we are presenting the results of creation and training of a stand-alone expert system aimed at detection and diagnosis of COVID infection, that is based on automatic readings of X-ray imaging X Ray, which determines whether the patient has COVID pneumonia. The system is realized with deep learning neural networks and is accelerated with GPU utilized, instead of CPU.","PeriodicalId":399680,"journal":{"name":"2022 10th International Scientific Conference on Computer Science (COMSCI)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116412729","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Adaptation of Seven-Layered IoT Architecture for Energy Efficiency Management in Smart House 七层物联网架构在智能家居能效管理中的应用
2022 10th International Scientific Conference on Computer Science (COMSCI) Pub Date : 2022-05-30 DOI: 10.1109/COMSCI55378.2022.9912604
Milka Kutseva
{"title":"Adaptation of Seven-Layered IoT Architecture for Energy Efficiency Management in Smart House","authors":"Milka Kutseva","doi":"10.1109/COMSCI55378.2022.9912604","DOIUrl":"https://doi.org/10.1109/COMSCI55378.2022.9912604","url":null,"abstract":"This article provides an overview of the different types of Internet of Things (IoT) architectures, with more emphasis on new seven-layered model architecture for future big data-driven smart homes applied when building a system for achieving energy efficiency. One of the next evolutionary stages in Internet-based computations is the Internet of Things (IoT), which is already making a beneficial difference in a wide range of application sectors, including smart cities, sustainable living, healthcare, production, etc. We can transform the conventional grid into a more effective and intelligent energy grid with the help of IoT. The standards for various IoT technologies, including sensing, communication, and computing technologies, as well as how they relate to smart energy grids, will be the main focus of this article. Additionally, this article gives a thorough outline of the prior research on its IoT applications for Smart Grid systems. We conclude by highlighting a brand-new layered architecture that is suggested for the management and processing of massive data in future Smart Homes. The suggested Representational State Transfer (REST)-based architecture for future smart homes’ efficient data interchange and processing activities has seven layers, including physical, fog computing, network, cloud computing, service, session, and application.","PeriodicalId":399680,"journal":{"name":"2022 10th International Scientific Conference on Computer Science (COMSCI)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116898480","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
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