Optimizing data processing system performance through similarity analysis

A non-transitory machine-readable medium having instructions stored therein, which when executed by a processor, cause the processor to perform operations for managing operation of a deployment comprising data processing systems, the operations comprising:

• identifying an occurrence of a management event for a data processing system of the data processing systems;
• based on the occurrence:
• identifying a portion of the data processing systems that are similar to the data processing system using a similarity map, the similarity map being a local map maintained by the data processing system, the local map being based on a local knowledge graph maintained by the data processing system and a self-profile of the data processing system;
• collaboratively, by the data processing system and the portion of the data processing systems, identifying a remediation procedure to manage an issue impacting the data processing system;
• and
• performing, by the data processing system, the remediation procedure to continue provisioning of computer implemented services impacted by the issue.

A data processing system, comprising:

• a processor;
• and
• a memory coupled to the processor to store instructions, which when executed by the processor, cause the processor to perform operations managing operation of a deployment comprising data processing systems, the operations comprising:
• identifying an occurrence of a management event for the data processing system of the data processing systems;
• based on the occurrence:
• identifying a portion of the data processing systems that are similar to the data processing system using a similarity map, the similarity map being a local map maintained by the data processing system, the local map being based on a local knowledge graph maintained by the data processing system and a self-profile of the data processing system;
• collaboratively, by the data processing system and the portion of the data processing systems, identifying a remediation procedure to manage an issue impacting the data processing system;
• and
• performing, by the data processing system, the remediation procedure to continue provisioning of computer implemented services impacted by the issue.