Graph Layout Method and Related Device

A graph layout system, wherein the graph layout system comprises a visualization module, a layout management module, and a layout computation module, and the layout management module and the layout computation module perform data exchange by using a shared memory;

• the visualization module comprises a first memory storing first instructions and a first processor coupled to the first memory to execute the first instructions to:
• receive a layout adjustment request, wherein the layout adjustment request comprises an adjusted graph layout parameter, and provide the adjusted graph layout parameter for the layout management module;
• the layout management module comprises a second memory storing second instructions and a second processor coupled to the second memory to execute the second instructions to load the adjusted graph layout parameter into the shared memory;
• the layout computation module comprises a third memory storing third instructions and a third processor coupled to the third memory to execute the third instructions to:
• obtain the adjusted graph layout parameter from the shared memory, perform at least one iterative computation based on the adjusted graph layout parameter, and update an adjusted graph layout result in the shared memory, wherein the adjusted graph layout result comprises at least one of an intermediate result or a final result;
• and
• the first processor further executes the first instructions to cause the visualization module to display the adjusted graph layout result.