Abstract: A system and method include reformulating an optimization program as a Quadratic Unconstrained Binary Optimization (QUBO) model and in a single iteration, solving the optimization program by inputting the QUBO model into a quantum computing solver, instructing the quantum computing solver to generate a plurality of solutions to the optimization program based on the QUBO model, receiving the plurality of solutions from the quantum computing solver, inputting each of the plurality of solutions into a nonquantum computing solver, wherein the nonquantum computing solver uses each of the plurality of solutions as a starting point to continue solving the optimization program, and outputting an optimal solution to the optimization program from the nonquantum computing solver.

Abstract: A method of determining a storage device on which to store received data is provided. Data is received. A score indicating a value associated with the received data is computed. A storage device is determined from a plurality of types of storage devices on which to store the received data based on the computed score. The received data is sent to the determined storage device.