2results about How to "Low execution efficiency" patented technology

This application provides a directed acyclic graph (DAG) scheduling method and system for multiple toolchains in intelligent agents, solving the technical problems of existing scheduling methods that rely on manual orchestration, have high topological redundancy, and low execution efficiency. First, it receives multi-tool collaboration task instructions and parses them to obtain a set of tool identifiers to be orchestrated and corresponding tool capability declaration texts. Then, it extracts historical call topology patterns with time-stamped edges; next, it retrieves candidate directed edges that meet capability connection conditions and combines them to generate an initial DAG skeleton; then, it eliminates redundant edges to obtain a simplified DAG structure; finally, it generates a tool call execution sequence containing time-series tool identifiers and a predecessor dependency list. This invention can achieve automated and efficient scheduling of multiple toolchains, adapt to dynamic task requirements, and reduce the overall task execution time.

This application relates to a test case scheduling method, apparatus, computer device, and storage medium, belonging to the field of cloud computing testing technology. The method includes: obtaining the dependencies between multiple test cases; constructing a test case network based on the dependencies; splitting the test case network based on the root test case and the number of dependent test cases for each test case, obtaining at least two types of test case sets: a test case set without dependencies, a test case tree set, and a test case graph set; the test cases in the test case tree set constitute a first test case tree, and the test cases in the test case graph set constitute a second test case tree; determining the total execution time corresponding to the test cases in each test case set; and determining the execution machine allocated to each test case set based on the total execution time; scheduling the test cases in each test case set according to the corresponding execution machine and the calling strategy corresponding to the test case set; wherein different test case sets correspond to different calling strategies. This method can improve the testing efficiency of test cases.