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Data Security And Privacy In Smart Grid, Yue Tong
Data Security And Privacy In Smart Grid, Yue Tong
Doctoral Dissertations
This dissertation explores novel data security and privacy problems in the emerging smart grid.
The need for data security and privacy spans the whole life cycle of the data in the smart grid, across the phases of data acquisition, local processing and archiving, collaborative processing, and finally sharing and archiving. The first two phases happen in the private domains of an individual utility company, where data are collected from the power system and processed at the local facilities. When data are being acquired and processed in the private domain, data security is the most critical concern. The key question is …
Reliability Models For Hpc Applications And A Cloud Economic Model, Thanadech Thanakornworakij
Reliability Models For Hpc Applications And A Cloud Economic Model, Thanadech Thanakornworakij
Doctoral Dissertations
With the enormous number of computing resources in HPC and Cloud systems, failures become a major concern. Therefore, failure behaviors such as reliability, failure rate, and mean time to failure need to be understood to manage such a large system efficiently.
This dissertation makes three major contributions in HPC and Cloud studies. First, a reliability model with correlated failures in a k-node system for HPC applications is studied. This model is extended to improve accuracy by accounting for failure correlation. Marshall-Olkin Multivariate Weibull distribution is improved by excess life, conditional Weibull, to better estimate system reliability. Also, the univariate …