Pub Date : 2023-01-01DOI: 10.1504/ijwgs.2023.10057615
Dr. Bijay Paikaray, S. Pradhan, Shubham Nayak, S. P. Sahoo, Swarnaprabha Jena, S. Chakravarty
{"title":"Automatic leaf diseases detection and classification of cucumber leaves using internet of things and machine learning models","authors":"Dr. Bijay Paikaray, S. Pradhan, Shubham Nayak, S. P. Sahoo, Swarnaprabha Jena, S. Chakravarty","doi":"10.1504/ijwgs.2023.10057615","DOIUrl":"https://doi.org/10.1504/ijwgs.2023.10057615","url":null,"abstract":"","PeriodicalId":54935,"journal":{"name":"International Journal of Web and Grid Services","volume":"19 1","pages":"350-388"},"PeriodicalIF":1.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66704916","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The industrial internet of things (IIoT) is a flexible and scalable manufacturing system that can collect and analyse data from sensors based on machine learning, cloud, and edge computing. Recommendation systems can identify patterns in big data and reduce irrelevant data, with the singular value decomposition (SVD) algorithm being commonly used. Based on the found regularities in the data, it is possible to predict the most probable future events, such as emergency shutdowns of equipment, the occurrence of emergencies, etc. This paper explores the SVD method for anomaly detection in IIoT and proposes the federated singular value decomposition (FedSVD) method, which better protects large-scale IIoT data privacy. Results show FedSVD has greater accuracy and duration of calculations. A masking-based FedSVD method is proposed for anomaly detection and data protection. Choosing the optimal algorithm for IIoT and recommendation systems can automate the processing of critical parameters and improve efficiency.
{"title":"A masking-based federated singular value decomposition method for anomaly detection in industrial internet of things","authors":"Olena Hordiichuk Bublivska, Halyna Beshley, Natalia Kryvinska, Mykola Beshley","doi":"10.1504/ijwgs.2023.133502","DOIUrl":"https://doi.org/10.1504/ijwgs.2023.133502","url":null,"abstract":"The industrial internet of things (IIoT) is a flexible and scalable manufacturing system that can collect and analyse data from sensors based on machine learning, cloud, and edge computing. Recommendation systems can identify patterns in big data and reduce irrelevant data, with the singular value decomposition (SVD) algorithm being commonly used. Based on the found regularities in the data, it is possible to predict the most probable future events, such as emergency shutdowns of equipment, the occurrence of emergencies, etc. This paper explores the SVD method for anomaly detection in IIoT and proposes the federated singular value decomposition (FedSVD) method, which better protects large-scale IIoT data privacy. Results show FedSVD has greater accuracy and duration of calculations. A masking-based FedSVD method is proposed for anomaly detection and data protection. Choosing the optimal algorithm for IIoT and recommendation systems can automate the processing of critical parameters and improve efficiency.","PeriodicalId":54935,"journal":{"name":"International Journal of Web and Grid Services","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135555754","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijwgs.2023.133501
Turki Ali Alghamdi, Nadeem Javaid
{"title":"A comprehensive survey on security, privacy and authentication in blockchain","authors":"Turki Ali Alghamdi, Nadeem Javaid","doi":"10.1504/ijwgs.2023.133501","DOIUrl":"https://doi.org/10.1504/ijwgs.2023.133501","url":null,"abstract":"","PeriodicalId":54935,"journal":{"name":"International Journal of Web and Grid Services","volume":"109 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135556544","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijwgs.2023.133509
Shinji Sakamoto
{"title":"A hybrid intelligent system for wireless mesh networks: assessment of implemented system for two instances and three router replacement methods using <i>V</i><SUB align=\"right\">max parameter","authors":"Shinji Sakamoto","doi":"10.1504/ijwgs.2023.133509","DOIUrl":"https://doi.org/10.1504/ijwgs.2023.133509","url":null,"abstract":"","PeriodicalId":54935,"journal":{"name":"International Journal of Web and Grid Services","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135556880","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijwgs.2023.10054492
Hongyan Wang, Qibo Sun, Shangguang Wang
{"title":"A survey on the optimisation of age of information in wireless networks","authors":"Hongyan Wang, Qibo Sun, Shangguang Wang","doi":"10.1504/ijwgs.2023.10054492","DOIUrl":"https://doi.org/10.1504/ijwgs.2023.10054492","url":null,"abstract":"","PeriodicalId":54935,"journal":{"name":"International Journal of Web and Grid Services","volume":"9 1","pages":"1-33"},"PeriodicalIF":1.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75176332","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijwgs.2023.10054497
Fan Ding, Minjin Ma
{"title":"Data locality-aware and QoS-aware dynamic cloud workflow scheduling in Hadoop for heterogeneous environment","authors":"Fan Ding, Minjin Ma","doi":"10.1504/ijwgs.2023.10054497","DOIUrl":"https://doi.org/10.1504/ijwgs.2023.10054497","url":null,"abstract":"","PeriodicalId":54935,"journal":{"name":"International Journal of Web and Grid Services","volume":"54 1","pages":"113-135"},"PeriodicalIF":1.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75727104","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijwgs.2023.10058699
Nazia Bibi, U. Tariq, Robertas Damaševičius, Majed Alhaisoni, Muhammad Attique Khan, Zeshan Iqbal, Alina Mirza, A. Maqbool, Tauseef Ahmed Rana
{"title":"Web semantics and ontologies-based framework for software component selection from online repositories","authors":"Nazia Bibi, U. Tariq, Robertas Damaševičius, Majed Alhaisoni, Muhammad Attique Khan, Zeshan Iqbal, Alina Mirza, A. Maqbool, Tauseef Ahmed Rana","doi":"10.1504/ijwgs.2023.10058699","DOIUrl":"https://doi.org/10.1504/ijwgs.2023.10058699","url":null,"abstract":"","PeriodicalId":54935,"journal":{"name":"International Journal of Web and Grid Services","volume":"19 1","pages":"318-349"},"PeriodicalIF":1.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66704541","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"An Energy-aware Negotiation Protocol for Live Migration of Virtual Machines","authors":"Makoto Takizawa, Tomoya Enokido, Dilawaer Duolikun","doi":"10.1504/ijwgs.2023.10059624","DOIUrl":"https://doi.org/10.1504/ijwgs.2023.10059624","url":null,"abstract":"","PeriodicalId":54935,"journal":{"name":"International Journal of Web and Grid Services","volume":"81 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136007563","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1504/ijwgs.2023.10059065
Nadeem Javaid, Turki Ali Alghamdi
{"title":"A comprehensive survey on security, privacy and authentication in blockchain","authors":"Nadeem Javaid, Turki Ali Alghamdi","doi":"10.1504/ijwgs.2023.10059065","DOIUrl":"https://doi.org/10.1504/ijwgs.2023.10059065","url":null,"abstract":"","PeriodicalId":54935,"journal":{"name":"International Journal of Web and Grid Services","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135441493","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Automatic leaf diseases detection and classification of cucumber leaves using internet of things and machine learning models","authors":"Swana Prabha Jena, Sujata Chakravarty, Siba Prasad Sahoo, Shubham Nayak, Subrat Kumar Pradhan, Bijay Kumar Paikaray","doi":"10.1504/ijwgs.2023.133506","DOIUrl":"https://doi.org/10.1504/ijwgs.2023.133506","url":null,"abstract":"","PeriodicalId":54935,"journal":{"name":"International Journal of Web and Grid Services","volume":"238 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135783574","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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