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ANALYTIC WORKLOAD PARTITIONING FOR SECURITY AND PERFORMANCE OPTIMIZATION
ANALYTIC WORKLOAD PARTITIONING FOR SECURITY AND PERFORMANCE OPTIMIZATION
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机译:用于安全性和性能优化的分析工作负载分配
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摘要
The present disclosure provides privacy preservation of analytic workflows based on splitting the workflow into sub-workflows each with different privacy-preserving characteristics. Libraries are generated that provide for formatting and/or encrypting data for use in the sub-workflows and also for compiling a machine learning algorithm for the sub-workflows. Subsequently, the sub-workflows can be executed using the compiled algorithm and formatted data.
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