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International Journal of Distributed Systems and Technologies最新文献

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ПРОЕКТУВАННЯ АРХІТЕКТУРИ ВЕБ-ЗАСТОСУНКУ ДЛЯ ІМІТАЦІЙНОГО МОДЕЛЮВАННЯ УПРАВЛІННЯ ТРАНСПОРТНИМИ ПОТОКАМИ
IF 1.1
International Journal of Distributed Systems and Technologies Pub Date : 2023-03-14 DOI: 10.32782/2521-6643-2022.1-63.6
O. Д. Фірсов, Ю. В. Ульяновська, М. Ф. Мормуль, Д. О. Пікулін
{"title":"ПРОЕКТУВАННЯ АРХІТЕКТУРИ ВЕБ-ЗАСТОСУНКУ ДЛЯ ІМІТАЦІЙНОГО МОДЕЛЮВАННЯ УПРАВЛІННЯ ТРАНСПОРТНИМИ ПОТОКАМИ","authors":"O. Д. Фірсов, Ю. В. Ульяновська, М. Ф. Мормуль, Д. О. Пікулін","doi":"10.32782/2521-6643-2022.1-63.6","DOIUrl":"https://doi.org/10.32782/2521-6643-2022.1-63.6","url":null,"abstract":"Робота присвячена питанню проектування веб-додатку для імітаційного моделювання дорожнього руху на перехресті. Проаналізовано загальну схему роботи ділянки транспортної мережі міста та запропоновано шляхи її удосконалення за допомогою спеціалізованого програмного забезпечення. Розроблені параметри функціонування імітаційної моделі, складено алгоритми (описовi та графiчнi) вирiшення проблеми розробки веб-додатку для моделювання дорожнього руху. Побудовано UML-діаграми кожного етапу роботи застосунку.","PeriodicalId":43267,"journal":{"name":"International Journal of Distributed Systems and Technologies","volume":"49 1","pages":""},"PeriodicalIF":1.1,"publicationDate":"2023-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88114900","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
ПРОЕКТУВАННЯ РОЗПОДІЛЕНИХ ІНФОРМАЦІЙНИХ СИСТЕМ НА ОСНОВІ ВИКОРИСТАННЯ ТЕХНОЛОГІЇ СЛАБОЗВ’ЯЗАНИХ КОМПОНЕНТІВ
IF 1.1
International Journal of Distributed Systems and Technologies Pub Date : 2023-03-14 DOI: 10.32782/2521-6643-2022.1-63.1
А. Ю. Зінченко
{"title":"ПРОЕКТУВАННЯ РОЗПОДІЛЕНИХ ІНФОРМАЦІЙНИХ СИСТЕМ НА ОСНОВІ ВИКОРИСТАННЯ ТЕХНОЛОГІЇ СЛАБОЗВ’ЯЗАНИХ КОМПОНЕНТІВ","authors":"А. Ю. Зінченко","doi":"10.32782/2521-6643-2022.1-63.1","DOIUrl":"https://doi.org/10.32782/2521-6643-2022.1-63.1","url":null,"abstract":"У даній роботі розглядається побудова архітектурних рішень на основі технології слабозв’язаних програмних модулів автоматизованих інформаційних систем підприємств та установ. Детально проаналізовано використання принципу інверсії залежностей у реалізації сервіс-орієнтованої архітектури, побудови веб-сервісів (SOAP і REST), а також архітектурної моделі хмарних обчислень SaaS. Зокрема, детально описано використання інверсії управління через ін’єкції залежностей (Constructor injection, Parameter injection, Setter injection, Interface injection) при проектуванні програмних модулів інформаційної технології. Для підвищення надійності захисту персональних даних при проектуванні архітектурних рішень розглянуто основні механізми несанкціонованого доступу в сервіс-орієнтованих системах, а також шляхи їх подолання","PeriodicalId":43267,"journal":{"name":"International Journal of Distributed Systems and Technologies","volume":"73 1","pages":""},"PeriodicalIF":1.1,"publicationDate":"2023-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84944447","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
Research on Human Falling Recognition Based on Inertial Sensors 基于惯性传感器的人体跌倒识别研究
IF 1.1
International Journal of Distributed Systems and Technologies Pub Date : 2022-04-01 DOI: 10.4018/ijdst.291077
{"title":"Research on Human Falling Recognition Based on Inertial Sensors","authors":"","doi":"10.4018/ijdst.291077","DOIUrl":"https://doi.org/10.4018/ijdst.291077","url":null,"abstract":"This article aims to recognize human fall behavior based on wearable inertial sensors. The experiment in this paper mainly adopts data fusion algorithm, which can extract various features that can represent activities in time domain, frequency domain and time-frequency domain from the original data of human motion to effectively distinguish activities. In addition to considering the validity of the data, we also need to consider the way the data relates to the real situation and the comfort of the user in real life. Experimental data shows that in the data collection process, in order to obtain datasets that are easy to calculate, accurate and effective, two aspects need to be considered: the location of the data collection device and the frequency of data collection. Experimental results show that feature extraction has a great influence on the accuracy of activity recognition. Using 6 features of the elderly specifically selected for activity recognition, the original sensor data is directly trained through LSTM-RNN, and the accuracy of activity recognition can reach 92.28%.","PeriodicalId":43267,"journal":{"name":"International Journal of Distributed Systems and Technologies","volume":"1 1","pages":""},"PeriodicalIF":1.1,"publicationDate":"2022-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42464971","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 MATHEMATICAL STATISTICS METHODS FOR FORECASTING THE NUMBER OF CUSTOMS DECLARATIONS 应用数理统计方法预测报关单数量
IF 1.1
International Journal of Distributed Systems and Technologies Pub Date : 2022-01-01 DOI: 10.32782/2521-6643-2022.2-64.4
V. V. Lebid, Yu. A. Meish, N. Maiborodina, V. P. Herasymenko
{"title":"APPLICATION OF MATHEMATICAL STATISTICS METHODS FOR FORECASTING THE NUMBER OF CUSTOMS DECLARATIONS","authors":"V. V. Lebid, Yu. A. Meish, N. Maiborodina, V. P. Herasymenko","doi":"10.32782/2521-6643-2022.2-64.4","DOIUrl":"https://doi.org/10.32782/2521-6643-2022.2-64.4","url":null,"abstract":"","PeriodicalId":43267,"journal":{"name":"International Journal of Distributed Systems and Technologies","volume":"103 1","pages":""},"PeriodicalIF":1.1,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73656428","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
Optimal Prediction of Bitcoin Prices Based on Deep Belief Network and Lion Algorithm with Adaptive Price Size: Optimal Prediction of Bitcoin Prices 基于深度信念网络和自适应价格大小的Lion算法的比特币价格最优预测:比特币价格最优预测
IF 1.1
International Journal of Distributed Systems and Technologies Pub Date : 2022-01-01 DOI: 10.4018/IJDST.296251
B. Rajakumar, D. Binu, Mustafizur Rahman Shaek
{"title":"Optimal Prediction of Bitcoin Prices Based on Deep Belief Network and Lion Algorithm with Adaptive Price Size: Optimal Prediction of Bitcoin Prices","authors":"B. Rajakumar, D. Binu, Mustafizur Rahman Shaek","doi":"10.4018/IJDST.296251","DOIUrl":"https://doi.org/10.4018/IJDST.296251","url":null,"abstract":"","PeriodicalId":43267,"journal":{"name":"International Journal of Distributed Systems and Technologies","volume":"13 1","pages":"1-28"},"PeriodicalIF":1.1,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70455455","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
FSAQoS: A Fuzzy-Based System for Assessment of QoS of V2V Communication Links in SDN-VANETs and Its Performance Evaluation 基于模糊的sdn - vanet V2V通信链路QoS评估系统及其性能评价
IF 1.1
International Journal of Distributed Systems and Technologies Pub Date : 2022-01-01 DOI: 10.4018/IJDST.300338
Ermioni Qafzezi, Kevin Bylykbashi, Phudit Ampririt, Makoto Ikeda, Keita Matsuo, L. Barolli
{"title":"FSAQoS: A Fuzzy-Based System for Assessment of QoS of V2V Communication Links in SDN-VANETs and Its Performance Evaluation","authors":"Ermioni Qafzezi, Kevin Bylykbashi, Phudit Ampririt, Makoto Ikeda, Keita Matsuo, L. Barolli","doi":"10.4018/IJDST.300338","DOIUrl":"https://doi.org/10.4018/IJDST.300338","url":null,"abstract":"","PeriodicalId":43267,"journal":{"name":"International Journal of Distributed Systems and Technologies","volume":"13 1","pages":"1-13"},"PeriodicalIF":1.1,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70455500","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
Meta-Heuristic-Based Hybrid Resnet with Recurrent Neural Network for Enhanced Stock Market Prediction 基于元启发式的混合Resnet与递归神经网络增强股市预测
IF 1.1
International Journal of Distributed Systems and Technologies Pub Date : 2022-01-01 DOI: 10.4018/ijdst.307152
Sowmya Kethi Reddi, Ch. Ramesh Babu
{"title":"Meta-Heuristic-Based Hybrid Resnet with Recurrent Neural Network for Enhanced Stock Market Prediction","authors":"Sowmya Kethi Reddi, Ch. Ramesh Babu","doi":"10.4018/ijdst.307152","DOIUrl":"https://doi.org/10.4018/ijdst.307152","url":null,"abstract":"This paper is to design a new hybrid deep learning model for stock market prediction. Initially, the collected stock market data from the benchmark sources are pre-processed using empirical wavelet transform (EWT). This pre-processed data is subjected to the prediction model based on hybrid deep learning approach by adopting Resnet and recurrent neural network (RNN). Here, the fully connected layer of Resnet is replaced with the RNN. In both the Resnet and RNN structures, the parameter is optimized using the probabilistic spider monkey optimization (P-SMO) for attaining accurate prediction. When analyzing the proposed P-SMO-ResRNN, it secures 6.27%, 12.26%, 15.13%, 13.61%, and 14.10% more than RNN, DNN, NN, KNN, and SVM, respectively, regarding the MASE analysis. Hence, the proposed model shows enhanced performance. With the elaborated model and estimation of prediction term based on several analyses, this work supports the stock analysis research community.","PeriodicalId":43267,"journal":{"name":"International Journal of Distributed Systems and Technologies","volume":" ","pages":""},"PeriodicalIF":1.1,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48871269","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
FEDERATED EUROPEAN DATA INFRASTRUCTURE GAIA-X AS A TOOL OF EUROPEAN TECHNOLOGICAL SOVEREIGNTY: EXPERIENCE FOR UKRAINE 联邦欧洲数据基础设施gaia-x作为欧洲技术主权的工具:乌克兰的经验
IF 1.1
International Journal of Distributed Systems and Technologies Pub Date : 2022-01-01 DOI: 10.32782/2521-6643-2022.2-64.6
R. I. Chanyshev
{"title":"FEDERATED EUROPEAN DATA INFRASTRUCTURE GAIA-X AS A TOOL OF EUROPEAN TECHNOLOGICAL SOVEREIGNTY: EXPERIENCE FOR UKRAINE","authors":"R. I. Chanyshev","doi":"10.32782/2521-6643-2022.2-64.6","DOIUrl":"https://doi.org/10.32782/2521-6643-2022.2-64.6","url":null,"abstract":"","PeriodicalId":43267,"journal":{"name":"International Journal of Distributed Systems and Technologies","volume":"6 1","pages":""},"PeriodicalIF":1.1,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79370206","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
IntSG: An SDN-Based Integration of Space-Ground Networks With Ensure Challenges 基于sdn的空间-地面网络融合与挑战
IF 1.1
International Journal of Distributed Systems and Technologies Pub Date : 2022-01-01 DOI: 10.4018/ijdst.308005
V. Deepa, B. Sivakumar
{"title":"IntSG: An SDN-Based Integration of Space-Ground Networks With Ensure Challenges","authors":"V. Deepa, B. Sivakumar","doi":"10.4018/ijdst.308005","DOIUrl":"https://doi.org/10.4018/ijdst.308005","url":null,"abstract":"","PeriodicalId":43267,"journal":{"name":"International Journal of Distributed Systems and Technologies","volume":"13 1","pages":"1-13"},"PeriodicalIF":1.1,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70455552","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
TARGETED MANAGEMENT OF ECONOMIC DEVELOPMENT RESERVES OF HOSPITALITY INDUSTRY ENTERPRISES 酒店业企业经济发展储备的针对性管理
IF 1.1
International Journal of Distributed Systems and Technologies Pub Date : 2022-01-01 DOI: 10.32782/2521-6643-2022.2-64.7
{"title":"TARGETED MANAGEMENT OF ECONOMIC DEVELOPMENT RESERVES OF HOSPITALITY INDUSTRY ENTERPRISES","authors":"","doi":"10.32782/2521-6643-2022.2-64.7","DOIUrl":"https://doi.org/10.32782/2521-6643-2022.2-64.7","url":null,"abstract":"","PeriodicalId":43267,"journal":{"name":"International Journal of Distributed Systems and Technologies","volume":"1 1","pages":""},"PeriodicalIF":1.1,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78321093","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
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