1. A computing system for providing accesses to quantum computing resources comprising a quantum computer operatively coupled to a digital computer over a network, wherein the quantum computer is configured to perform one or more algorithms, wherein the digital computer comprises at least one computer processor and computer memory, wherein the computer memory includes a computer program with instructions executable by the at least one computer processor to render an application to facilitate communication with the quantum computer over the network, the computing system comprising: (a) a gateway programmed to receive a request from the digital computer over the network, wherein the request comprises a computational task; (b) a queuing unit programmed to place the request in a queue; (c) a cluster manager programmed to generate a worker to (1) translate the request in the queue into quantum machine instructions, (2) deliver the quantum machine instructions to the quantum computer over the network to perform the computational task, and (3) receive one or more solutions from the quantum computer; and (d) one or more databases programmed to perform scalable persistent data storage and to store one or more of (1) the request, (2) a dataset contained in the request, and (3) the one or more solutions.