Liangmin Guo
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View article: A Service Recommendation Method Based on Requirements for the Cloud Environment
A Service Recommendation Method Based on Requirements for the Cloud Environment Open
In the cloud computing environment, there are huge amounts of functionally similar cloud services. Additionally, user requirements can change. Therefore, it is difficult to recommend services that meet users’ requirements. To overcome the …
View article: Differential Privacy-Preserving Density Peaks Clustering Based on Shared Near Neighbors Similarity
Differential Privacy-Preserving Density Peaks Clustering Based on Shared Near Neighbors Similarity Open
Density peaks clustering is a novel and efficient density-based clustering algorithm. However, the problem of the sensitive information leakage and the associated security risk with the applications of clustering methods is rarely consider…
View article: A New Mining and Protection Method Based on Sensitive Data
A New Mining and Protection Method Based on Sensitive Data Open
The traditional method of sensitive data identification for data stream has a large amount of calculation and does not reflect the impact of time on the data value, and the mining accuracy is not high. In view of the above problems we firs…
View article: A Game Based Consolidation Method of Virtual Machines in Cloud Data Centers With Energy and Load Constraints
A Game Based Consolidation Method of Virtual Machines in Cloud Data Centers With Energy and Load Constraints Open
To reduce energy consumption and balance the resource load of physical machines (PMs) in cloud data centers, we present a game-based consolidation method of virtual machines (VMs) with energy and load (applied load) constraints. First, we …