Resolving Large and Complex Matrix Factorization Problem Using Cloud Platform as a Service

Provided by: International Journal of Engineering Sciences & Research Technology (IJESRT)
Topic: Cloud
Format: PDF
Cloud computing enables the resource constrained clients lacks economically, to use the huge computational power of cloud resources to outsource their complex computational tasks. However, outsourcing original input to the public cloud causes severe anxiety over security risks. The input/output privacy has to be maintained and also, proof has to be generated to verify the result against the malicious cloud server. The Matrix Factorization (MF) which requires enormous amount of resources to complete its task; is pretty common in engineering and economics computational task such as text mining and analysis. The proposed scheme is motivated to design a secure, resilient and efficient outsourcing of MF to the public cloud server.

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