Node topology employing recirculating ring command and data buffers for executing thread scheduling

A system encoded as a set of machine-readable instructions stored on non-transitory machine-readable media, the system to employ re-circulating ring buffers to reduce computing power, said system further comprising instructions for implementing:

• at least a set of logical nodes, wherein said nodes are further comprised in a single or a plurality of stages, connected together in an arbitrary topology;
• at least one recirculating ring buffer, residing in the on-chip cache, said buffer further comprising any one of at least a control information, input and, or out data delivering temporary data between said stage and, or said node in an execution graph, such that any one of the control information, input, and, or out data between node and, or nodes need not be stored in memory;
• an on-chip buffer management module, said module comprising a write pointer queue and a read pointer queue coupled via a cache gauge, thereby managing buffer content and traffic;
• wherein the read pointer queue alerts a cache gauge of an impending completion of a graph task and, or a maximum capacity of any one the recirculating ring buffer and the cache gauge updates the write pointer queue;
• and
• based on the write pointer queue updates, direct compute resources to prepare for a data producer stall and, or buffer clear.

A non-transitory, machine-readable media, for re-configuring a machine for increased efficiency in processing flow comprising the steps of:

• reducing compute resources via a plurality of logical nodes comprised in a single or plurality of stages, with defined properties and resources associated with each node, said method:
• reducing the size of a recirculating ring buffer, by having the recirculating ring buffer hold only any one of a control information, input, and, or out data necessary to stream a temporary data between node and, or nodes in an execution;
• residing said recirculating ring buffer in an on-chip cache, such that any one of the control information, input, and, or out data between node and, or nodes need not be stored in memory;
• invalidating any one of the inputs and, or out data held in a recirculating ring data buffer, clearing the buffer of tasked data;
• and
• stalling a data producer of the machine from writing any more control information into a recirculating ring command buffer upon the buffer being full, preventing command buffer over-writing, and thereby reducing compute resources associated with a DRAM memory transaction.