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Cluster Computing-The Journal of Networks Software Tools and Applications最新文献

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Quantification and analysis of performance fluctuation in distributed file system 分布式文件系统性能波动的量化与分析
3区 计算机科学
Cluster Computing-The Journal of Networks Software Tools and Applications Pub Date : 2023-09-22 DOI: 10.1007/s10586-023-04141-4
Yuchen Zhang, Xiao Zhang, Jinyang Yu, Yulong Shi, Linxuan Su
{"title":"Quantification and analysis of performance fluctuation in distributed file system","authors":"Yuchen Zhang, Xiao Zhang, Jinyang Yu, Yulong Shi, Linxuan Su","doi":"10.1007/s10586-023-04141-4","DOIUrl":"https://doi.org/10.1007/s10586-023-04141-4","url":null,"abstract":"","PeriodicalId":50674,"journal":{"name":"Cluster Computing-The Journal of Networks Software Tools and Applications","volume":"5 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":"136061009","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multi-ant colony optimization algorithm based on game strategy and hierarchical temporal memory model 基于博弈策略和分层时间记忆模型的多蚁群优化算法
3区 计算机科学
Cluster Computing-The Journal of Networks Software Tools and Applications Pub Date : 2023-09-22 DOI: 10.1007/s10586-023-04136-1
Qihuan Wu, Xiaoming You, Sheng Liu
{"title":"Multi-ant colony optimization algorithm based on game strategy and hierarchical temporal memory model","authors":"Qihuan Wu, Xiaoming You, Sheng Liu","doi":"10.1007/s10586-023-04136-1","DOIUrl":"https://doi.org/10.1007/s10586-023-04136-1","url":null,"abstract":"","PeriodicalId":50674,"journal":{"name":"Cluster Computing-The Journal of Networks Software Tools and Applications","volume":"55 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":"136060674","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
BRIEFBCS: binary robust independent elementary features based fuzzy vault scheme in BCS BRIEFBCS:基于二元鲁棒独立初等特征的模糊拱顶方案
3区 计算机科学
Cluster Computing-The Journal of Networks Software Tools and Applications Pub Date : 2023-09-22 DOI: 10.1007/s10586-023-04134-3
Prabhjot Kaur, Nitin Kumar
{"title":"BRIEFBCS: binary robust independent elementary features based fuzzy vault scheme in BCS","authors":"Prabhjot Kaur, Nitin Kumar","doi":"10.1007/s10586-023-04134-3","DOIUrl":"https://doi.org/10.1007/s10586-023-04134-3","url":null,"abstract":"","PeriodicalId":50674,"journal":{"name":"Cluster Computing-The Journal of Networks Software Tools and Applications","volume":"43 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":"136058786","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Gpu-based and streaming-enabled implementation of pre-processing flow towards enhancing optical character recognition accuracy and efficiency 基于gpu和支持流的预处理流程实现，旨在提高光学字符识别的准确性和效率
3区 计算机科学
Cluster Computing-The Journal of Networks Software Tools and Applications Pub Date : 2023-09-20 DOI: 10.1007/s10586-023-04137-0
Gener Serhan, Dattilo Parker, Gajaria Dhruv, Fusco Alexander, Akoglu Ali
{"title":"Gpu-based and streaming-enabled implementation of pre-processing flow towards enhancing optical character recognition accuracy and efficiency","authors":"Gener Serhan, Dattilo Parker, Gajaria Dhruv, Fusco Alexander, Akoglu Ali","doi":"10.1007/s10586-023-04137-0","DOIUrl":"https://doi.org/10.1007/s10586-023-04137-0","url":null,"abstract":"","PeriodicalId":50674,"journal":{"name":"Cluster Computing-The Journal of Networks Software Tools and Applications","volume":"97 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136306737","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Boosting the visibility of services in microservice architecture 提高微服务架构中服务的可见性
3区 计算机科学
Cluster Computing-The Journal of Networks Software Tools and Applications Pub Date : 2023-09-18 DOI: 10.1007/s10586-023-04132-5
Ahmet Vedat Tokmak, Akhan Akbulut, Cagatay Catal
{"title":"Boosting the visibility of services in microservice architecture","authors":"Ahmet Vedat Tokmak, Akhan Akbulut, Cagatay Catal","doi":"10.1007/s10586-023-04132-5","DOIUrl":"https://doi.org/10.1007/s10586-023-04132-5","url":null,"abstract":"Abstract Monolithic software architectures are no longer sufficient for the highly complex software-intensive systems, which modern society depends on. Service Oriented Architecture (SOA) surpassed monolithic architecture due to its reusability, platform independency, ease of maintenance, and scalability. Recent SOA implementations made use of cloud-native architectural approaches such as microservice architecture, which has resulted in a new challenge: the discovery difficulties of services. One way to dynamically discover and route traffic to service instances is to use a service discovery tool to locate the Internet Protocol (IP) address and port number of a microservice. In the event that replicated microservice instances are found to provide the same function, it is crucial to select the right microservice that provides the best overall experience for the end-user. Parameters including success rate, efficiency, delay time, and response time play a vital role in establishing a microservice’s Quality of Service (QoS). These assessments can be performed by means of a live health-check service, or, alternatively, by making a prediction of the current state of affairs with the application of machine learning-based approaches. In this research, we evaluate the performance of several classification algorithms for estimating the quality of microservices using the QWS dataset containing traffic data of 2505 microservices. Our research also analyzed the boosting algorithms, namely Gradient Boost, XGBoost, LightGBM, and CatBoost to improve the overall performance. We utilized parameter optimization techniques, namely Grid Search, Random Search, Bayes Search, Halvin Grid Search, and Halvin Random Search to fine-tune the hyperparameters of our classifier models. Experimental results demonstrated that the CatBoost algorithm achieved the highest level of accuracy (90.42%) in predicting microservice quality.","PeriodicalId":50674,"journal":{"name":"Cluster Computing-The Journal of Networks Software Tools and Applications","volume":"118 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135151684","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Hybrid artificial immune algorithm for energy-efficient distributed flexible job shop in semiconductor manufacturing 半导体制造中节能分布式柔性作业车间的混合人工免疫算法
3区 计算机科学
Cluster Computing-The Journal of Networks Software Tools and Applications Pub Date : 2023-09-15 DOI: 10.1007/s10586-023-04127-2
Chen Xiaolong, Du Yu
{"title":"Hybrid artificial immune algorithm for energy-efficient distributed flexible job shop in semiconductor manufacturing","authors":"Chen Xiaolong, Du Yu","doi":"10.1007/s10586-023-04127-2","DOIUrl":"https://doi.org/10.1007/s10586-023-04127-2","url":null,"abstract":"","PeriodicalId":50674,"journal":{"name":"Cluster Computing-The Journal of Networks Software Tools and Applications","volume":"355 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135393403","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploiting the adaptive neural fuzzy inference system for predicting the effect of notch depth on elastic new strain-concentration factor under combined loading 利用自适应神经模糊推理系统预测缺口深度对复合载荷下弹性新应变集中系数的影响
3区 计算机科学
Cluster Computing-The Journal of Networks Software Tools and Applications Pub Date : 2023-09-11 DOI: 10.1007/s10586-023-04131-6
Rami Al-Jarrah, Hitham Tlilan, Abdallah Khreishah
{"title":"Exploiting the adaptive neural fuzzy inference system for predicting the effect of notch depth on elastic new strain-concentration factor under combined loading","authors":"Rami Al-Jarrah, Hitham Tlilan, Abdallah Khreishah","doi":"10.1007/s10586-023-04131-6","DOIUrl":"https://doi.org/10.1007/s10586-023-04131-6","url":null,"abstract":"","PeriodicalId":50674,"journal":{"name":"Cluster Computing-The Journal of Networks Software Tools and Applications","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135982037","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Secure electronic medical records sharing scheme based on blockchain and quantum key 基于区块链和量子密钥的安全电子病历共享方案
IF 4.4 3区 计算机科学
Cluster Computing-The Journal of Networks Software Tools and Applications Pub Date : 2023-09-05 DOI: 10.1007/s10586-023-04110-x
Dexin Zhu, Yu Sun, Nianfeng Li, Lijun Song, Jun Zheng
{"title":"Secure electronic medical records sharing scheme based on blockchain and quantum key","authors":"Dexin Zhu, Yu Sun, Nianfeng Li, Lijun Song, Jun Zheng","doi":"10.1007/s10586-023-04110-x","DOIUrl":"https://doi.org/10.1007/s10586-023-04110-x","url":null,"abstract":"","PeriodicalId":50674,"journal":{"name":"Cluster Computing-The Journal of Networks Software Tools and Applications","volume":" ","pages":""},"PeriodicalIF":4.4,"publicationDate":"2023-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44727482","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Double auction mechanisms in edge computing resource allocation for blockchain networks 区块链网络边缘计算资源分配中的双拍卖机制
IF 4.4 3区 计算机科学
Cluster Computing-The Journal of Networks Software Tools and Applications Pub Date : 2023-09-04 DOI: 10.1007/s10586-023-04129-0
Ning Xie, Jixian Zhang, Xuejie Zhang, Weidong Li
{"title":"Double auction mechanisms in edge computing resource allocation for blockchain networks","authors":"Ning Xie, Jixian Zhang, Xuejie Zhang, Weidong Li","doi":"10.1007/s10586-023-04129-0","DOIUrl":"https://doi.org/10.1007/s10586-023-04129-0","url":null,"abstract":"","PeriodicalId":50674,"journal":{"name":"Cluster Computing-The Journal of Networks Software Tools and Applications","volume":" ","pages":""},"PeriodicalIF":4.4,"publicationDate":"2023-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43556220","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A survey on machine and deep learning in semiconductor industry: methods, opportunities, and challenges 半导体行业机器与深度学习研究:方法、机遇与挑战
IF 4.4 3区 计算机科学
Cluster Computing-The Journal of Networks Software Tools and Applications Pub Date : 2023-09-04 DOI: 10.1007/s10586-023-04115-6
A. Huang, Sheng Hui Meng, Tian-Jiun Huang
{"title":"A survey on machine and deep learning in semiconductor industry: methods, opportunities, and challenges","authors":"A. Huang, Sheng Hui Meng, Tian-Jiun Huang","doi":"10.1007/s10586-023-04115-6","DOIUrl":"https://doi.org/10.1007/s10586-023-04115-6","url":null,"abstract":"","PeriodicalId":50674,"journal":{"name":"Cluster Computing-The Journal of Networks Software Tools and Applications","volume":" ","pages":""},"PeriodicalIF":4.4,"publicationDate":"2023-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43649637","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","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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