Datacenter Node Monitoring Scripts for Scalable Health Checks

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Solution Overview

Problem

Existing datacenter monitoring systems require numerous agent plugins and lack efficient mechanisms for generating and transmitting node status information, leading to inefficiencies and challenges in managing large-scale datacenters.

Innovation Solution

A monitoring script executes locally on each node within the datacenter, performing health checks, self-healing operations, and generating alerts when issues arise, while reducing the need for multiple plugins by enabling/disabling health checks based on node type and status.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Reliability

If agent plugins are installed on each server to monitor status, then monitoring coverage is improved, but device complexity and installation requirements increase

Engineering Contradiction:
Improvemonitoring coverageVSAvoidinstallation requirements
Core Design Contradiction:
ReliabilityVSDevice complexity

Solution Approach 1:

The patent extracts the monitoring agent from the server system and places it on the management system side. Instead of installing plugins on each server, a centralized management system retrieves status information from servers using external access methods, thereby reducing server-side complexity while maintaining monitoring coverage.

Inventive Principle:
Principle #2Taking out (Extraction)

Solution Approach 2:

The management system serves multiple functions: it monitors status across multiple servers, manages monitoring configurations, and handles alert generation centrally. This universal approach eliminates the need for separate agent installations on each server while achieving comprehensive monitoring.

Inventive Principle:
Principle #6Universality (Multi-functionality)

2Adaptability or versatility

If multiple agent plugins are installed on each server, then monitoring functionality is improved, but the number of install files increases

Engineering Contradiction:
Improvemonitoring functionalityVSAvoidnumber of install files
Core Design Contradiction:
Adaptability or versatilityVSQuantity of substance

Solution Approach 1:

The patent merges multiple monitoring functions into a single management system that externally accesses servers. Instead of installing multiple separate agent plugins on each server, one management system consolidates all monitoring capabilities and interacts with servers through standardized interfaces, reducing the quantity of install files from many to one.

Inventive Principle:
Principle #5Merging (Combining)

Solution Approach 2:

The management system provides universal monitoring functionality across different server types and configurations without requiring type-specific agents. A single installation file (the management system) replaces multiple specialized plugins, achieving versatility through a unified platform.

Inventive Principle:
Principle #6Universality (Multi-functionality)

3Measurement precision

If comprehensive health checks are performed on all nodes, then measurement precision is improved, but loss of time increases

Engineering Contradiction:
Improvehealth check information accuracyVSAvoidmonitoring execution time
Core Design Contradiction:
Measurement precisionVSLoss of time

Solution Approach 1:

The system performs health checks selectively rather than uniformly on all nodes. Based on node types, roles, and risk profiles, the management system determines which nodes require comprehensive checks and which can use lighter monitoring, thereby reducing total execution time while maintaining precision where most needed.

Inventive Principle:
Principle #16Partial or excessive action

Solution Approach 2:

The system implements periodic health checks with varying frequencies based on node importance and stability. Critical nodes are monitored more frequently and thoroughly, while stable nodes undergo less frequent, lighter checks, optimizing the balance between measurement precision and time consumption.

Inventive Principle:
Principle #19Periodic action

Data Source

PatentUS12572411B2Methods and apparatus for datacenter monitoring
Publication Date: 2026.03.10 WALMART APOLLO LLC
  • US12572411B2 patent drawing
  • US12572411B2 patent drawing
  • US12572411B2 patent drawing

AI summary

This application relates to apparatus and methods for the monitoring of nodes within datacenters. In some examples, a computing device, such as a node, receives a monitoring file from a monitoring server, where the monitoring file includes a plurality of node health checks. The computing device is configured to execute the monitoring file based on a type of the computing device. Further, and based on the execution of the monitoring file, the computing device is configured to determine that at least one of the plurality of node health checks failed. In response to determining that the at least one of the plurality of node health checks failed, the computing device is configured to generate an alert message identifying the node health checks that failed. Further, the computing device is configured to transmit the alert message to the monitoring server for display.