A container deployment method and system for remote operation

Abstract

The application discloses a container deployment method and system for remote operation, and relates to the technical field of virtualization networks.The method comprises the following steps: dynamically dividing a container image into three types of blocks through a hot area prediction model, combining a multi-path transmission optimization strategy to improve transmission efficiency; capturing a system call sequence at the initial stage of container startup to construct an environment requirement vector, and generating a dynamic patch suitable for a heterogeneous environment in real time; constructing a chaos resistance scheduling decision tree based on network topology quality data, and combining hierarchical verification and consensus mechanism of an edge verification node.The system comprises a hot area analysis module, an environment probe module, a real-time compilation engine, a path decision unit and a verification network cluster, forming a technical closed loop of transmission optimization, environment adaptation, dynamic scheduling and security verification.The application realizes a container deployment success rate close to zero failure rate under extreme network fluctuation and hardware heterogeneous scenarios, significantly reduces cold start delay, and achieves intelligent deployment closed loop of high dynamic network and heterogeneous hardware.

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