Resource management systems and methods thereof

A method implemented on a resource management system having at least one processor and at least one storage device, the resource management system including a plurality of worker nodes and a master node communicatively connected to the plurality of worker nodes, wherein each of one or more candidate worker nodes of the plurality of worker nodes includes both computing resources and storage resources, and the master node includes a first scheduler and a second scheduler, the method comprising:

• allocating at least part of the computing resources of the one or more candidate worker nodes for a scheduling task;
• and
• scheduling at least part of the storage resources of the one or more candidate worker nodes for the scheduling task.

A non-transitory computer readable medium in a resource management system including a plurality of worker nodes and a master node communicatively connected to the plurality of worker nodes, wherein each of one or more candidate worker nodes of the plurality of worker nodes includes both computing resources and storage resources, and the master node includes a first scheduler and a second scheduler, the non-transitory computer readable medium comprising executable instructions that, when executed by at least one processor, direct the at least one processor to perform a method, the method comprising:

• allocating at least part of the computing resources of the one or more candidate worker nodes for a scheduling task;
• and
• scheduling at least part of the storage resources of the one or more candidate worker nodes for the scheduling task.