公开(公告)号：US11915003B2

公开(公告)日：2024-02-27

申请号：US18459397

申请日：2023-08-31

Applicant: SHENZHEN INSTITUTES OF ADVANCED TECHNOLOGY

Inventor： Kejiang Ye ,  Yanying Lin ,  Chengzhong Xu

IPC: G06F9/38 ,  G06N5/046

CPC classification number: G06F9/3806 ,  G06N5/046

Abstract: Disclosed are a process parasitism-based branch prediction method and device for serverless computing, an electronic device, and a readable storage medium. The method includes: receiving a calling request of a user for a target function; when capacity expansion is required, scheduling a container executing the target function to a new server that has not executed the target function in a preset period of time, wherein a parasitic process is pre-added to a base image of the container; triggering the parasitic process when the container is initialized on the new server, the parasitic process being used for initiating a system call, and triggering a system kernel to select a target template function according to the type of the target function and copying the target template function N times; using execution data of the copied N target template functions as training data to train a branch predictor on the new server.