International Business Machines Corporation

Wan Yue Chen

Xiao Ling Chen

Heng Wang

Dong Chen

Peng Hui Jiang

Hui Wang

Jing Li

Wen Liu

Jing Chen

Wei Song

Chen Liu

Li Cao

Wen Ji Huang

Zhao Wang

Zhen Chen

Aspects of the invention include generating a plurality of predictions that each define a plurality of future inputs for a model. A deviation curve is generated by determining a distance between each prediction of the plurality of predictions and a respective known data point of a plurality of known data points. One or more points in the deviation curve are sampled and the sampled points are compared to a low threshold and a high threshold. A judgement is determined for each prediction to determine whether the respective prediction will be accepted or denied as an input to the model. The future inputs for the model are modified based on the judgments.

Dynamic evaluation of model acceptability

Embodiments of the invention include a computer-implemented method that includes accessing, using a processor, a loader library; using the processor to generate a mock library comprising a mock version of the loader library; using the processor to containerize the loader library; and using the processor to unload the loader library.

Using containers to clean runtime resources when unloading a shared library

Embodiments of the invention include a computer-implemented method that uses a processor to access cryptographic-function constraints associated with an encrypted message. Based on a determination that the cryptographic-function constraints do not include mandatory cryptographic computing resource requirements, first resource-scaling operations are performed that include an analysis of cryptographic metrics associated with a processor. The cryptographic metrics include information associated with the encrypted message, along with performance measurements of cryptographic functions performed by the processor. The cryptographic-function constraints and results of the analysis of the cryptographic metrics are used to determine cryptographic processing requirements of the encrypted message; and match the cryptographic processing requirements to selected ones of a set of cryptographic computing resources to identify a customized set of cryptographic computing resources matched to cryptographic processing requirements of the encrypted message. The customized set of cryptographic computing resources is used to perform customized cryptographic functions on the encrypted message.

Matching cryptographic computing resources to the predicted requirements for decrypting encrypted communications

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Beijing, China

Wan Yue Chen