Secure and Efficient Outsourcing of Large Scale Linear Fractional Programming

Abstract

One of the powerful applications in the age of cloud computing is the outsourcing of scientific computations to cloud computing which makes cloud computing a very powerful computing paradigm, where the customers with limited computing resources and storage devices can outsource the sophisticated computation workloads into powerful service providers. This paper investigates the secure outsourcing of linear fractional programming (LFP). We propose a secure, efficient, and verifiable scheme to offload large-scale (LFP) computation in the cloud side. We implement the proposed schema on the customer side laptop and use AWS compute domain elastic compute cloud (EC2) for the cloud side.