Distributed Memory Vertex Traversal via Independent Processing

The patent extracts the acknowledgement mechanism from the critical traversal path. Instead of requiring acknowledgements for each vertex traversal, the system continues traversing vertices independently while tracking which vertices have been processed. This removes the blocking acknowledgement step from the main traversal flow, significantly reducing latency while maintaining data access reliability through alternative tracking mechanisms.

The patent implements preliminary action by pre-determining the traversal order of vertices before actual data access. The system identifies and queues vertices to be traversed in advance, allowing processing elements to work through the queue independently without real-time coordination. This preliminary planning enables parallel execution while ensuring all necessary vertices are covered, resolving the contradiction between reliability and latency.

The patent segments the vertex traversal task into independent units that can be distributed across multiple processing elements. Each processing element receives a subset of vertices to traverse and executes them independently based on pre-determined traversal order. This segmentation enables parallel execution across multiple elements while maintaining coordination simplicity through the predetermined traversal sequence, thus increasing productivity without complicating coordination.

The patent implements self-service by enabling each processing element to independently determine and execute its own traversal operations based on locally stored vertex information and pre-computed traversal orders. Processing elements do not need to wait for or coordinate with each other during traversal execution, as each element autonomously processes its assigned vertices. This self-service approach dramatically increases productivity while keeping coordination mechanisms simple.