Graph data storage method, system and electronic device

One or more computer readable media storing executable instructions that, when executed by a processing system, cause the processing system to perform acts comprising:

• performing three-level partitioning on graph data to obtain multiple third-level partitions based on a communication mode among one or more computing devices, multiple memories, and multiple processors;
• and
• separately storing graph data of the multiple third-level partitions in non-uniform memory access architecture (NUMA) nodes corresponding to the multiple processors, the separately storing the graph data of the multiple third-level partitions in the NUMA nodes corresponding to the multiple processors comprising:
• storing a content of a first part of the graph data into the memories by way of the three-level partitioning on the graph data, the first part including a graph structure;
• and
• storing a content of a second part of the graph data into the memories in an first interleaved mode, the content of the second part of the content including information that notifies different third-level partitions needing to synchronize state information.

An electronic device comprising:

• multiple processors;
• and
• multiple memories storing executable instructions that, when executed by the multiple processors, cause the multiple processors to perform acts comprising:
• performing three-level partitioning on graph data to obtain multiple third-level partitions based on a communication mode between the multiple memories and the multiple processors;
• and
• separately storing graph data of the multiple third-level partitions in non-uniform memory access architecture (NUMA) nodes corresponding to the multiple processors, the separately storing the graph data of the multiple third-level partitions in the NUMA nodes corresponding to the multiple processors comprising:
• storing a content of a first part of the graph data into the memories by way of the three-level partitioning on the graph data, the first part including a graph structure;
• and
• storing a content of a second part of the graph data into the memories in an interleaved mode, the content of the second part of the content including information that notifies different third-level partitions needing to synchronize state information.