Call graph simplification/comparison and automatic initial suspects finding of performance degradations

摘要

In one embodiment, a method for call graph analysis is provided. The method includes determining a plurality of nodes in a call graph. The plurality of nodes represent resource consumption of functions of a software program executed in a software system. A simplification factor is determined. A first set of nodes in the plurality of nodes is then eliminated based on exclusive values for the plurality of nodes, inclusive values for the plurality of nodes, and the simplification factor. An inclusive value for a node is a first amount of resources consumed by the node and any descendent nodes of that node. An exclusive value for the node is a second amount of resources consumed by the node. A simplified call graph is output including a second set of nodes in the plurality of nodes. The second set of nodes does not include the eliminated first set of nodes.