Managing and securing cloud computing tasks for multiple tenants

A method of cloud computing task management, comprising:

• receiving, from a user device, a configuration associated with a task for cloud computing;
• inputting one or more properties, associated with the configuration, to a model, wherein the model is trained on historical cloud computing task information;
• receiving, from the model, an indication of a selected cloud environment, from a plurality of possible cloud environments based on credentials associated with the user device;
• generating instructions for the task based on the selected cloud environment;
• and
• triggering execution of the task by the selected cloud environment using the instructions.

A non-transitory computer-readable medium storing a set of instructions for cloud computing task management, the set of instructions comprising:

• one or more instructions that, when executed by one or more processors of a device, cause the device to:
• receive, from a first user device, a first configuration associated with a first task for cloud computing;
• determine a first selected cloud environment;
• generate first instructions for the first task based on the first selected cloud environment;
• trigger execution of the first task by the first selected cloud environment using the first instructions;
• receive, from a second user device, a second configuration associated with a second task for cloud computing;
• determine a second selected cloud environment, wherein the second selected cloud environment comprises a distributed computing platform executed on a single node;
• generate second instructions for the second task based on the second selected cloud environment;
• and
• trigger execution of the second task by the second selected cloud environment using the second instructions.