Pub Date : 2023-03-31DOI: 10.23940/ijpe.23.01.p5.4354
P. Kumari, Parmeet Kaur
Existing fault tolerance approaches in the cloud are broadly based on replication and checkpointing. Each of these approaches has its advantages and limitations. This paper presents an adaptable fault tolerance method for determining which of the two approaches will be appropriate for the successful execution of a task in the given cloud conditions. The proposed method classifies the failure risk of host machines available for task execution based on their failure history. Subsequently, fuzzy logic is used to determine the appropriate fault tolerance approach by considering a host's failure risk, user-defined task's priority, and level of resource redundancy. Setting a task's priority provides a user with control to solicit a desired fault tolerance level while the availability of resources reflects a cloud provider's capability to offer fault tolerance. Simulation experiments have verified that the proactive selection of a fault-tolerance method increases the number of tasks that complete successfully.
{"title":"An Adaptable Approach to Fault Tolerance in Cloud Computing","authors":"P. Kumari, Parmeet Kaur","doi":"10.23940/ijpe.23.01.p5.4354","DOIUrl":"https://doi.org/10.23940/ijpe.23.01.p5.4354","url":null,"abstract":"Existing fault tolerance approaches in the cloud are broadly based on replication and checkpointing. Each of these approaches has its advantages and limitations. This paper presents an adaptable fault tolerance method for determining which of the two approaches will be appropriate for the successful execution of a task in the given cloud conditions. The proposed method classifies the failure risk of host machines available for task execution based on their failure history. Subsequently, fuzzy logic is used to determine the appropriate fault tolerance approach by considering a host's failure risk, user-defined task's priority, and level of resource redundancy. Setting a task's priority provides a user with control to solicit a desired fault tolerance level while the availability of resources reflects a cloud provider's capability to offer fault tolerance. Simulation experiments have verified that the proactive selection of a fault-tolerance method increases the number of tasks that complete successfully.","PeriodicalId":39483,"journal":{"name":"International Journal of Performability Engineering","volume":"19 1","pages":"43"},"PeriodicalIF":0.0,"publicationDate":"2023-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"68774420","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}
Pub Date : 2023-01-01DOI: 10.23940/ijpe.23.04.p1.223233
Chia-En Lai, Chin-Yu Huang
{"title":"Developing a Modified Fuzzy-GE Algorithm for Enhanced Test Suite Reduction Effectiveness","authors":"Chia-En Lai, Chin-Yu Huang","doi":"10.23940/ijpe.23.04.p1.223233","DOIUrl":"https://doi.org/10.23940/ijpe.23.04.p1.223233","url":null,"abstract":"","PeriodicalId":39483,"journal":{"name":"International Journal of Performability Engineering","volume":"19 1","pages":"223"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"68774533","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}
Pub Date : 2023-01-01DOI: 10.23940/ijpe.23.04.p4.252262
Taniya Hasija, K. R. Ramkumar, Bhupendra Singh, Amanpreet Kaur, S. Mittal
{"title":"A Performance Analysis of Root-Converging Methods for Developing Post Quantum Cryptography Algorithms to Mitigate Key-Size-Based Attacks","authors":"Taniya Hasija, K. R. Ramkumar, Bhupendra Singh, Amanpreet Kaur, S. Mittal","doi":"10.23940/ijpe.23.04.p4.252262","DOIUrl":"https://doi.org/10.23940/ijpe.23.04.p4.252262","url":null,"abstract":"","PeriodicalId":39483,"journal":{"name":"International Journal of Performability Engineering","volume":"19 1","pages":"252"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"68774617","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}
Pub Date : 2023-01-01DOI: 10.23940/ijpe.23.07.p3.443451
Manpreet Kaur, S. Rani
{"title":"Recommender System: Towards Identification of Shilling Attacks in Rating System Using Machine Learning Algorithms","authors":"Manpreet Kaur, S. Rani","doi":"10.23940/ijpe.23.07.p3.443451","DOIUrl":"https://doi.org/10.23940/ijpe.23.07.p3.443451","url":null,"abstract":"","PeriodicalId":39483,"journal":{"name":"International Journal of Performability Engineering","volume":"19 1","pages":"443"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"68774846","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}
Pub Date : 2023-01-01DOI: 10.23940/ijpe.23.06.p7.417424
Kavita Pandey, Shikha Jain
{"title":"A Secured and Privacy Preserved VANET Communication using Blockchain","authors":"Kavita Pandey, Shikha Jain","doi":"10.23940/ijpe.23.06.p7.417424","DOIUrl":"https://doi.org/10.23940/ijpe.23.06.p7.417424","url":null,"abstract":"","PeriodicalId":39483,"journal":{"name":"International Journal of Performability Engineering","volume":"19 1","pages":"417"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"68775299","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}
Pub Date : 2023-01-01DOI: 10.23940/ijpe.23.03.p4.184192
Aditi Sharma, Parmeet Kaur
{"title":"A Survey of Distributed Data Storage in the Cloud for Multitenant Applications","authors":"Aditi Sharma, Parmeet Kaur","doi":"10.23940/ijpe.23.03.p4.184192","DOIUrl":"https://doi.org/10.23940/ijpe.23.03.p4.184192","url":null,"abstract":"","PeriodicalId":39483,"journal":{"name":"International Journal of Performability Engineering","volume":"19 1","pages":"184"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"68774509","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}
Pub Date : 2023-01-01DOI: 10.23940/ijpe.23.07.p1.425433
Babaljeet Kaur, S. Rani
{"title":"Are the Customers Receiving Exact Recommendations from the E-Commerce Companies? Towards the Identification of Gray Sheep Users Using Personality Parameters","authors":"Babaljeet Kaur, S. Rani","doi":"10.23940/ijpe.23.07.p1.425433","DOIUrl":"https://doi.org/10.23940/ijpe.23.07.p1.425433","url":null,"abstract":"","PeriodicalId":39483,"journal":{"name":"International Journal of Performability Engineering","volume":"19 1","pages":"425"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"68774821","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}
Pub Date : 2023-01-01DOI: 10.23940/ijpe.23.08.p5.526535
S. Kulkarni Niranjan, L. Nalbalwar Sanjay, B. Nandgaonkar Anil
{"title":"Adaptive Approach for Dynamic Spectrum Utilization in Wireless Communication System","authors":"S. Kulkarni Niranjan, L. Nalbalwar Sanjay, B. Nandgaonkar Anil","doi":"10.23940/ijpe.23.08.p5.526535","DOIUrl":"https://doi.org/10.23940/ijpe.23.08.p5.526535","url":null,"abstract":"","PeriodicalId":39483,"journal":{"name":"International Journal of Performability Engineering","volume":"24 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":"136005344","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}
Pub Date : 2023-01-01DOI: 10.23940/ijpe.23.09.p3.579586
Sekar Janarthanan, Kumar T Ganesh
{"title":"Hyperparameter Tuning in Deep Learning-Based Image Classification to Improve Accuracy using Adam Optimization","authors":"Sekar Janarthanan, Kumar T Ganesh","doi":"10.23940/ijpe.23.09.p3.579586","DOIUrl":"https://doi.org/10.23940/ijpe.23.09.p3.579586","url":null,"abstract":"","PeriodicalId":39483,"journal":{"name":"International Journal of Performability Engineering","volume":"4 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":"134887671","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}
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