International business machines corporation (20240160504). ADAPTIVE OBSERVABILITY MODULE RECONFIGURATION simplified abstract

ADAPTIVE OBSERVABILITY MODULE RECONFIGURATION

Organization Name

international business machines corporation

Inventor(s)

Padmanabha Venkatagiri Seshadri of Mysore (IN)

Pravein Govindan Kannan of Bangalore (IN)

Praveen Jayachandran of Bangalore (IN)

Ashok Pon Kumar Sree Prakash of Bangalore (IN)

ADAPTIVE OBSERVABILITY MODULE RECONFIGURATION - A simplified explanation of the abstract

This abstract first appeared for US patent application 20240160504 titled 'ADAPTIVE OBSERVABILITY MODULE RECONFIGURATION

Simplified Explanation

The abstract describes a patent application for a system that generates an observability module configuration plan based on interaction profiling data and deployment state data of a software application. The system adjusts the configuration plan using infrastructure state estimation data, resulting in a reconfiguration plan that includes monitoring a node failure event within the infrastructure.

• Explanation of the patent/innovation:

 * Utilizes interaction profiling data and deployment state data to generate an observability module configuration plan.
 * Adjusts the configuration plan based on infrastructure state estimation data to include monitoring node failure events.
 * Reconfigures observability modules to activate monitoring for specific events.

Potential Applications

This technology could be applied in:

• Software development for improving observability and monitoring capabilities.
• Infrastructure management for proactive detection and response to node failures.

Problems Solved

This technology addresses the following issues:

• Lack of visibility into software application behavior and performance.
• Inefficient response to infrastructure failures due to limited monitoring capabilities.

Benefits

The benefits of this technology include:

• Enhanced observability of software applications.
• Improved infrastructure resilience through proactive monitoring and response.

Potential Commercial Applications

A potential commercial application of this technology could be:

• Integration into DevOps tools for continuous monitoring and optimization of software applications.

Possible Prior Art

One possible prior art for this technology could be:

• Existing observability tools that provide monitoring capabilities but may not adjust configurations based on infrastructure state estimation data.

How does the system prioritize which events to monitor based on the infrastructure state estimation data?

The system may prioritize events based on the criticality of the node failure and its impact on the overall infrastructure.

What mechanisms are in place to ensure the reconfiguration of observability modules does not disrupt the normal operation of the software application?

The system may include failover mechanisms or gradual reconfiguration processes to minimize disruptions during the activation of monitoring for specific events.

Original Abstract Submitted

using interaction profiling data and deployment state data of a software application, an observability module configuration plan is generated, the configuration plan comprising an event to be observed and an observability parameter. using infrastructure state estimation data of the infrastructure on which the software application is executing, the observability module configuration plan is adjusted, the adjusting resulting in an adjusted reconfiguration plan, the adjusted reconfiguration plan comprising a second event to be observed, the second event associated with a node failure within the infrastructure. a set of observability modules is reconfigured according to the adjusted reconfiguration plan, the reconfiguring comprising causing an observability module in the set of observability modules to be activated to monitor the event.