发布求助
文献互助 智能选刊 最新文献

2020 6th International Symposium on System and Software Reliability (ISSSR)最新文献

筛选
英文 中文
A Novel Application Approach for Anomaly Detection and Fault Determination Process based on Machine Learning 一种基于机器学习的异常检测与故障判断新方法
2020 6th International Symposium on System and Software Reliability (ISSSR) Pub Date : 2020-10-01 DOI: 10.1109/ISSSR51244.2020.00009
Yang Hong, Lisong Wang, Jiexiang Kang, Hongya Wang, Zhongjie Gao
{"title":"A Novel Application Approach for Anomaly Detection and Fault Determination Process based on Machine Learning","authors":"Yang Hong, Lisong Wang, Jiexiang Kang, Hongya Wang, Zhongjie Gao","doi":"10.1109/ISSSR51244.2020.00009","DOIUrl":"https://doi.org/10.1109/ISSSR51244.2020.00009","url":null,"abstract":"Research on the fault is a systematic project, which mainly includes fault detection, identification, and fault handling. The system fault is often manifested in the form of abnormal data (anomaly). However, the traditional fault analysis, such as fault tree analysis (FTA), cannot explore the potential system anomaly. Therefore, it is necessary to combine the FTA with anomaly detection together. Currently, machine learning has been applied to the anomaly detection field widely. But simultaneously, it is unable to determine whether the anomaly is caused by the system fault. Focusing on fault detection and identification, this paper represents a novel approach that associates the application of machine learning in anomaly detection with the FTA organically to determine the characteristics of the anomaly. The effectiveness of the approach is verified through an illustrative example. Finally, we introduce the next stage of work about fault handling.","PeriodicalId":210543,"journal":{"name":"2020 6th International Symposium on System and Software Reliability (ISSSR)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115196741","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
Network Entity Landmark Mining Technology 网络实体地标式挖掘技术
2020 6th International Symposium on System and Software Reliability (ISSSR) Pub Date : 2020-10-01 DOI: 10.1109/ISSSR51244.2020.00020
Yong Gan, Yuanbo Liu, Helin Zhang, Dongwei Jia
{"title":"Network Entity Landmark Mining Technology","authors":"Yong Gan, Yuanbo Liu, Helin Zhang, Dongwei Jia","doi":"10.1109/ISSSR51244.2020.00020","DOIUrl":"https://doi.org/10.1109/ISSSR51244.2020.00020","url":null,"abstract":"With the increasingly prominent role of network entity landmarks in IP geolocation and cyberspace security, research on mining technology of network entity landmark is becoming more and more in-depth. Based on this, we will focus on the application and methods of network entity landmark mining (both traditional and more recent). This paper first outlines the basic concepts and applications of network entity landmark mining technology; then, we divide the existing landmark mining algorithms into two types: city level and street level, and analyze each type of typical algorithm; finally, we made a comprehensive comparison of some network entity landmark mining algorithms.","PeriodicalId":210543,"journal":{"name":"2020 6th International Symposium on System and Software Reliability (ISSSR)","volume":"333 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114520481","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
Message from the Chairs 来自主席的信息
2020 6th International Symposium on System and Software Reliability (ISSSR) Pub Date : 2020-10-01 DOI: 10.1109/isssr51244.2020.00005
MCSoC
{"title":"Message from the Chairs","authors":"MCSoC","doi":"10.1109/isssr51244.2020.00005","DOIUrl":"https://doi.org/10.1109/isssr51244.2020.00005","url":null,"abstract":"The 2019 IEEE 13th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC-2019) is an annual international symposium favored by the Nanyang Technological University and the Technical Committee on Microprocessors and Micro-computers of the IEEE Computer Society in cooperation with the IEEE Singapore Section. MCSoC 2019 is hosted in Singapore – a charming island country in Southeast Asia – at Nanyang Technological University.","PeriodicalId":210543,"journal":{"name":"2020 6th International Symposium on System and Software Reliability (ISSSR)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124485157","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
Security of Edge Computing Based on Trusted Computing 基于可信计算的边缘计算安全性研究
2020 6th International Symposium on System and Software Reliability (ISSSR) Pub Date : 2020-10-01 DOI: 10.1109/ISSSR51244.2020.00030
B. Ma, Ziying Ye, Xufang Zhang, Jiajing Chen, Yang Zhou, Qing Xia
{"title":"Security of Edge Computing Based on Trusted Computing","authors":"B. Ma, Ziying Ye, Xufang Zhang, Jiajing Chen, Yang Zhou, Qing Xia","doi":"10.1109/ISSSR51244.2020.00030","DOIUrl":"https://doi.org/10.1109/ISSSR51244.2020.00030","url":null,"abstract":"With the development of information communication technology and Internet of Things technology, the number of devices connected to the network and the amount of data generated are exponentially increasing, thus resulting in a series of new application scenarios. The traditional centralized cloud computing big data processing model can no longer content the current data growth needs. Thus, born edge computing, a new computing model that migrates some or all of the computing tasks of the original cloud computing center to near the data source, gradually received extensive attention from all walks of life. According to the current cloud computing and edge computing application scenarios, analyze some security threats faced by edge computing in applications. Analyze and organize the security part of the existing edge computing reference architecture, and refine the edge computing security protection architecture and principles. By introducing trusted computing and blockchain technology, the credibility and adaptability of the edge computing security protection system is increased, making it more adaptable to the current practical application scenarios.","PeriodicalId":210543,"journal":{"name":"2020 6th International Symposium on System and Software Reliability (ISSSR)","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130346194","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
High Performance Multi-Mobile Node Routing Communication Protocol based on Reliable Active Node 基于可靠主节点的高性能多移动节点路由通信协议
2020 6th International Symposium on System and Software Reliability (ISSSR) Pub Date : 2020-10-01 DOI: 10.1109/ISSSR51244.2020.00025
Yu-ping Li, Ying Li, Yuexin Wang
{"title":"High Performance Multi-Mobile Node Routing Communication Protocol based on Reliable Active Node","authors":"Yu-ping Li, Ying Li, Yuexin Wang","doi":"10.1109/ISSSR51244.2020.00025","DOIUrl":"https://doi.org/10.1109/ISSSR51244.2020.00025","url":null,"abstract":"When using traditional OSPF routing protocol to forward packets, network nodes do not participate in reliability work, which leads to low packet forwarding rate, long average end-to-end delay, high energy consumption and short lifetime of network nodes. In order to solve these problems, a high-performance multi-mobile node routing communication protocol based on reliable active node is proposed. According to the functional requirements of the model, the reliable active node is divided into forward active node and reliable active node. Through the estimation of packets transmission delay time, the independence of communication link quality, the calculation of node forwarding moderate index and the selection of active network neighbor nodes, the routing protocol is designed. Simulation results show that packets forwarding rate is improved effectively, the overall energy consumption of network nodes is reduced, the average end-to-end delay is shortened, and the network node lifetime is prolonged.","PeriodicalId":210543,"journal":{"name":"2020 6th International Symposium on System and Software Reliability (ISSSR)","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134639297","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
A Novel Bayesian Algorithm for Reliability of Exponential Model under Zero Failure Environment 零故障环境下指数模型可靠性的贝叶斯算法
2020 6th International Symposium on System and Software Reliability (ISSSR) Pub Date : 2020-10-01 DOI: 10.1109/ISSSR51244.2020.00033
H. Ren, Fan Zhang
{"title":"A Novel Bayesian Algorithm for Reliability of Exponential Model under Zero Failure Environment","authors":"H. Ren, Fan Zhang","doi":"10.1109/ISSSR51244.2020.00033","DOIUrl":"https://doi.org/10.1109/ISSSR51244.2020.00033","url":null,"abstract":"With the development of science and technology, the quality and lifetime of products become more better, and in type-I life testing, zero-failure data often occurs, especially in some high reliability and small sampling tests. Therefore the problem of zero-failure data becomes a new research hot topic in the reliability engineering. The aim of this paper is to observe the reliability estimation of the exponential distribution using a novel Bayesian algorithm. The new algorithm constructs the prior distribution of the reliability parameter on the basis of the memoryless property of exponential distribution. Bayesian estimators are derived under symmetric entropy loss function. At last, a practical example shows that the effectiveness of the proposed estimators.","PeriodicalId":210543,"journal":{"name":"2020 6th International Symposium on System and Software Reliability (ISSSR)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121368256","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
A Local Feature Descriptor based on Improved Codebook Model 基于改进码本模型的局部特征描述符
2020 6th International Symposium on System and Software Reliability (ISSSR) Pub Date : 2020-10-01 DOI: 10.1109/ISSSR51244.2020.00028
Wu Qinggang, Zhai Xueming, Y. Baohua
{"title":"A Local Feature Descriptor based on Improved Codebook Model","authors":"Wu Qinggang, Zhai Xueming, Y. Baohua","doi":"10.1109/ISSSR51244.2020.00028","DOIUrl":"https://doi.org/10.1109/ISSSR51244.2020.00028","url":null,"abstract":"The commonly used local descriptors often suffer from the sensitivity to image rotation. To overcome such disadvantages, this paper proposes a new local feature descriptor based on an improved codebook of ascending permutation. The proposed descriptor is composed of four steps. Firstly, the original image is uniformly divided into numerous blocks. Then, the pixel values in each block are arranged into column vectors in clockwise. Subsequently, the pixel values in the column vector are sorted in ascending permutation. Finally, such pixel values that arranged in ascending order are used as the local feature descriptor for the given image block. The proposed local features can also be transferred to improve the classical local descriptors. To validate the effectiveness of the proposed descriptor, extensive experiments are conducted on Caltech 101 dataset, and the results demonstrate that the improved model of ascending permutation is more robust to image rotation than original ones.","PeriodicalId":210543,"journal":{"name":"2020 6th International Symposium on System and Software Reliability (ISSSR)","volume":"92 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124269584","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
A Survey on Automatic Bug Fixing 关于自动Bug修复的调查
2020 6th International Symposium on System and Software Reliability (ISSSR) Pub Date : 2020-10-01 DOI: 10.1109/ISSSR51244.2020.00029
Heling Cao, Yangxia Meng, Jianshu Shi, Lei Li, Tiaoli Liao, Chenyang Zhao
{"title":"A Survey on Automatic Bug Fixing","authors":"Heling Cao, Yangxia Meng, Jianshu Shi, Lei Li, Tiaoli Liao, Chenyang Zhao","doi":"10.1109/ISSSR51244.2020.00029","DOIUrl":"https://doi.org/10.1109/ISSSR51244.2020.00029","url":null,"abstract":"To reduce the cost of software debugging, Automatic Bug Fixing (ABF) techniques have been proposed for efficiently fixing and maintaining software, aiming to rapidly correct bugs in software. In this paper, we conduct a survey, analysing the capabilities of existing ABF techniques based on the test case set. We organize knowledge in this area by surveying 133 high-quality papers from 1990 to June 2020 and supplement 57 latest high-quality papers from 2017 to June 2020. This paper shows that existing ABF approaches can be divided into three main strategies: search-based, semantic-based, and template-based. Search-based ABF considers using search strategies, such as genetic programming, context similarity, to change the programs into the correct one. Semantic-based ABF involves symbolic execution and constraint solving, such as satisfiability modulo theories solver, contracts, to fix bugs. Different from the two kinds of theories above, template-based ABF is mainly based on fixing templates, such as other programs, bug reports, to fix bugs. Besides, we provide a summary of the commonly used defect benchmarks and all the available tools that are frequently used in the field of ABF. We also discuss the empirical foundations and argumentation in the area and prospect the trend of future study.","PeriodicalId":210543,"journal":{"name":"2020 6th International Symposium on System and Software Reliability (ISSSR)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128157211","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: 5
首页 上一页
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整，为了账户安全，请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们：info@booksci.cn Book学术提供免费学术资源搜索服务，方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号：604180095
Book学术官方微信
小红书