Core Viewpoint - The article discusses a patent application by Cloud Intelligent Asset Holdings (Singapore) Private Limited for a fault diagnosis method, device, and electronic equipment, indicating advancements in technology for timely fault diagnosis in clustered control nodes [1]. Group 1: Patent Details - The patent, titled "Fault Diagnosis Method, Device, and Electronic Equipment," was published under the number CN121462374A and was applied for on August 2024 [1]. - The method is designed for use in a cluster of control nodes, which includes a control node and multiple task nodes, with each task node running one or more processes [1]. Group 2: Technical Aspects - The method involves obtaining a set of communication statistics for processes within a communication subgroup, which consists of processes participating in collective communication [1]. - The communication statistics include algorithm layer statistics and/or transport layer statistics, where algorithm layer statistics pertain to the processes calling the collective communication interface, and transport layer statistics relate to the transmission of collective communication data [1]. - Based on the collected communication statistics, the method assesses whether there are faults in the task nodes corresponding to each process, enabling timely fault diagnosis [1].

Group 1 - Xiaomi Technology (Wuhan) Co., Ltd. applied for a patent titled "Fault Diagnosis Method, Device, Storage Medium, and Program Product" related to IoT technology, with the application date on March 2025 [1] - The patent involves a fault diagnosis method that includes obtaining operational information of a device in response to received fault description information and determining fault detection information using a pre-trained model [1] - Xiaomi Technology (Wuhan) Co., Ltd. was established in 2017 with a registered capital of 21 million RMB and has invested in 5 companies, holding 933 patents and 13 administrative licenses [1] Group 2 - Xiaomi Smart Home Appliances (Wuhan) Co., Ltd. was founded in 2023 with a registered capital of 2 million RMB and has participated in 7 bidding projects, holding 151 patents [2] - Beijing Xiaomi Mobile Software Co., Ltd. was established in 2012 with a registered capital of 148.8 million RMB, has invested in 4 companies, participated in 135 bidding projects, and holds 5000 patents along with 123 administrative licenses [2]