{"title":"一种用于有效交换、存档和分析可靠性数据的通用时间序列数据格式","authors":"T. Kopley, T. Dungan","doi":"10.1109/IIRW.2012.6468946","DOIUrl":null,"url":null,"abstract":"We present a generalized time-series data format for reliability data that can be used for all the standard degradation and failure data typically encountered in reliability studies in the semiconductor industry. The format, which we call the Time-Series Data Format or TSDF, allows storage of all metadata associated with a data set, including device under test (DUT) information, split information, stress conditions, measurement definitions, as well as degradation data, and if present, full IV curve data. TSDF can be the foundation of a flexible and useful reliability data analysis platform. It is presented here as a proposal, with the understanding that a common data format would be useful to the reliability community. Suggestions for improvements to the format are welcome.","PeriodicalId":165120,"journal":{"name":"2012 IEEE International Integrated Reliability Workshop Final Report","volume":"79 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A generalized time-series data format for efficient exchange, archiving, and analysis of reliability data\",\"authors\":\"T. Kopley, T. Dungan\",\"doi\":\"10.1109/IIRW.2012.6468946\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We present a generalized time-series data format for reliability data that can be used for all the standard degradation and failure data typically encountered in reliability studies in the semiconductor industry. The format, which we call the Time-Series Data Format or TSDF, allows storage of all metadata associated with a data set, including device under test (DUT) information, split information, stress conditions, measurement definitions, as well as degradation data, and if present, full IV curve data. TSDF can be the foundation of a flexible and useful reliability data analysis platform. It is presented here as a proposal, with the understanding that a common data format would be useful to the reliability community. Suggestions for improvements to the format are welcome.\",\"PeriodicalId\":165120,\"journal\":{\"name\":\"2012 IEEE International Integrated Reliability Workshop Final Report\",\"volume\":\"79 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2012-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2012 IEEE International Integrated Reliability Workshop Final Report\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IIRW.2012.6468946\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 IEEE International Integrated Reliability Workshop Final Report","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IIRW.2012.6468946","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A generalized time-series data format for efficient exchange, archiving, and analysis of reliability data
We present a generalized time-series data format for reliability data that can be used for all the standard degradation and failure data typically encountered in reliability studies in the semiconductor industry. The format, which we call the Time-Series Data Format or TSDF, allows storage of all metadata associated with a data set, including device under test (DUT) information, split information, stress conditions, measurement definitions, as well as degradation data, and if present, full IV curve data. TSDF can be the foundation of a flexible and useful reliability data analysis platform. It is presented here as a proposal, with the understanding that a common data format would be useful to the reliability community. Suggestions for improvements to the format are welcome.