Pub Date : 2023-10-27DOI: 10.1007/s10723-023-09689-4
Xiangming Zhou, Laila Almutairi, Theyab R. Alsenani, Mohammad Nazir Ahmad
{"title":"Honeypot Based Industrial Threat Detection Using Game Theory in Cyber-Physical System","authors":"Xiangming Zhou, Laila Almutairi, Theyab R. Alsenani, Mohammad Nazir Ahmad","doi":"10.1007/s10723-023-09689-4","DOIUrl":"https://doi.org/10.1007/s10723-023-09689-4","url":null,"abstract":"","PeriodicalId":54817,"journal":{"name":"Journal of Grid Computing","volume":"218 4","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136262312","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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 : 2023-10-16DOI: 10.1007/s10723-023-09697-4
Tianye Luo, Shijun Li, Ji Li, Jie Guo, Ruilong Feng, Ye Mu, Tianli Hu, Yu Sun, Ying Guo, He Gong
{"title":"Image Fuzzy Edge Information Segmentation Based on Computer Vision and Machine Learning","authors":"Tianye Luo, Shijun Li, Ji Li, Jie Guo, Ruilong Feng, Ye Mu, Tianli Hu, Yu Sun, Ying Guo, He Gong","doi":"10.1007/s10723-023-09697-4","DOIUrl":"https://doi.org/10.1007/s10723-023-09697-4","url":null,"abstract":"","PeriodicalId":54817,"journal":{"name":"Journal of Grid Computing","volume":"13 10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136113072","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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 : 2023-10-14DOI: 10.1007/s10723-023-09687-6
Madala Guru Brahmam, Vijay Anand R
{"title":"ICSMPC: Design of an Iterative-Learning Contextual Side Chaining Model for Improving Security of Priority-Aware Cloud Resources","authors":"Madala Guru Brahmam, Vijay Anand R","doi":"10.1007/s10723-023-09687-6","DOIUrl":"https://doi.org/10.1007/s10723-023-09687-6","url":null,"abstract":"","PeriodicalId":54817,"journal":{"name":"Journal of Grid Computing","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135804328","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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 : 2023-10-10DOI: 10.1007/s10723-023-09688-5
Bei Cheng
{"title":"Multi-Population Cooperative Elite Algorithm for Efficient Computation Offloading in Mobile Edge Computing","authors":"Bei Cheng","doi":"10.1007/s10723-023-09688-5","DOIUrl":"https://doi.org/10.1007/s10723-023-09688-5","url":null,"abstract":"","PeriodicalId":54817,"journal":{"name":"Journal of Grid Computing","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136293727","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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 : 2023-09-27DOI: 10.1007/s10723-023-09685-8
Dacheng Chen, Xinhua Liu
{"title":"Mayfly Taylor Optimization-Based Graph Attention Network for Task Scheduling in Edge Computing","authors":"Dacheng Chen, Xinhua Liu","doi":"10.1007/s10723-023-09685-8","DOIUrl":"https://doi.org/10.1007/s10723-023-09685-8","url":null,"abstract":"","PeriodicalId":54817,"journal":{"name":"Journal of Grid Computing","volume":"77 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135537331","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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 : 2023-09-22DOI: 10.1007/s10723-023-09684-9
Syed Muhammad Ali Naqvi, Mohammad Shabaz, Muhammad Attique Khan, Syeda Iqra Hassan
{"title":"Adversarial Attacks on Visual Objects Using the Fast Gradient Sign Method","authors":"Syed Muhammad Ali Naqvi, Mohammad Shabaz, Muhammad Attique Khan, Syeda Iqra Hassan","doi":"10.1007/s10723-023-09684-9","DOIUrl":"https://doi.org/10.1007/s10723-023-09684-9","url":null,"abstract":"","PeriodicalId":54817,"journal":{"name":"Journal of Grid Computing","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136060691","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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 : 2023-09-01DOI: 10.1007/s10723-023-09686-7
Miguel Caballer, Germán Moltó, Amanda Calatrava, Ignacio Blanquer
The edge-to-cloud continuum involves heterogeneous computing resources, including low-power physical devices, Virtual Machines (VMs) in cloud management platforms and serverless computing services based on the FaaS (Functions as a Service) model. This requires novel strategies to describe and efficiently deploy complex applications that execute across the computing continuum. To this end, this paper introduces the developments in the Infrastructure Manager (IM), an open-source TOSCA-based orchestrator to provision and configure virtualized computing resources from a wide range of cloud platforms. By supplementing TOSCA with additional types, the IM can also provision from FaaS platforms across the computing continuum by leveraging public cloud services such as AWS Lambda and on-premises serverless platforms, such as OSCAR. This allows event-driven data-processing applications across multiple computing platforms and architectures. The evolution of the Infrastructure Manager is described to accommodate the definition in TOSCA of complex applications that span across the computing continuum and their automated provisioning and configuration using Infrastructure as Code (IaC) approaches. Its effectiveness is assessed through a real use case involving a machine-learning classifier application for assisting in the early diagnosis of Rheumatic Heart Disease (RHD). The results show that the new developments enable the IM to efficiently deploy complete application architectures described in TOSCA across the computing continuum, from VMs to FaaS services.
{"title":"Infrastructure Manager: A TOSCA-Based Orchestrator for the Computing Continuum","authors":"Miguel Caballer, Germán Moltó, Amanda Calatrava, Ignacio Blanquer","doi":"10.1007/s10723-023-09686-7","DOIUrl":"https://doi.org/10.1007/s10723-023-09686-7","url":null,"abstract":"The edge-to-cloud continuum involves heterogeneous computing resources, including low-power physical devices, Virtual Machines (VMs) in cloud management platforms and serverless computing services based on the FaaS (Functions as a Service) model. This requires novel strategies to describe and efficiently deploy complex applications that execute across the computing continuum. To this end, this paper introduces the developments in the Infrastructure Manager (IM), an open-source TOSCA-based orchestrator to provision and configure virtualized computing resources from a wide range of cloud platforms. By supplementing TOSCA with additional types, the IM can also provision from FaaS platforms across the computing continuum by leveraging public cloud services such as AWS Lambda and on-premises serverless platforms, such as OSCAR. This allows event-driven data-processing applications across multiple computing platforms and architectures. The evolution of the Infrastructure Manager is described to accommodate the definition in TOSCA of complex applications that span across the computing continuum and their automated provisioning and configuration using Infrastructure as Code (IaC) approaches. Its effectiveness is assessed through a real use case involving a machine-learning classifier application for assisting in the early diagnosis of Rheumatic Heart Disease (RHD). The results show that the new developments enable the IM to efficiently deploy complete application architectures described in TOSCA across the computing continuum, from VMs to FaaS services.","PeriodicalId":54817,"journal":{"name":"Journal of Grid Computing","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135305090","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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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