International business machines corporation (20240241757). PREVENTION OF RESOURCE STARVATION ACROSS STAGES AND/OR PIPELINES IN COMPUTER ENVIRONMENTS simplified abstract

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PREVENTION OF RESOURCE STARVATION ACROSS STAGES AND/OR PIPELINES IN COMPUTER ENVIRONMENTS

Organization Name

international business machines corporation

Inventor(s)

Alexei Karve of Mohegan Lake NY (US)

Maroun Touma of Redding CT (US)

Sekou Lionel Remy of Nairobi (KE)

Kugamoorthy Gajananan of Tokyo (JP)

PREVENTION OF RESOURCE STARVATION ACROSS STAGES AND/OR PIPELINES IN COMPUTER ENVIRONMENTS - A simplified explanation of the abstract

This abstract first appeared for US patent application 20240241757 titled 'PREVENTION OF RESOURCE STARVATION ACROSS STAGES AND/OR PIPELINES IN COMPUTER ENVIRONMENTS

The abstract of this patent application describes a computer-implemented method for analyzing timing data in pipelines running in an edge system to detect and mitigate starvation of stages or entire pipelines.

  • Analyzing timing data for stages in a pipeline to detect starvation.
  • Performing starvation avoidance to mitigate the starvation of the affected stages.
  • Analyzing timing data for pipelines running in parallel to detect starvation.
  • Performing starvation avoidance to mitigate the starvation of the affected pipelines.

Potential Applications: - This technology can be applied in edge computing systems to optimize pipeline performance. - It can be used in real-time data processing applications to ensure efficient data flow.

Problems Solved: - Detecting and mitigating starvation in pipeline stages and entire pipelines. - Improving the overall performance and efficiency of edge computing systems.

Benefits: - Enhanced performance and efficiency of pipelines in edge systems. - Reduction of bottlenecks and delays in data processing.

Commercial Applications: Title: "Edge Computing Pipeline Optimization Technology" This technology can be utilized in industries such as IoT, telecommunications, and cloud computing to improve data processing speed and efficiency.

Prior Art: Readers can explore prior research on pipeline optimization in edge computing systems to gain a deeper understanding of the existing technology landscape.

Frequently Updated Research: Stay updated on the latest advancements in edge computing pipeline optimization to leverage cutting-edge solutions for data processing efficiency.

Questions about Edge Computing Pipeline Optimization: 1. How does this technology contribute to improving the performance of edge systems? - This technology enhances the efficiency of data processing pipelines in edge systems by detecting and mitigating starvation issues. 2. What are the potential implications of implementing this technology in real-time data processing applications? - Implementing this technology can lead to faster data processing speeds and more efficient utilization of resources in real-time applications.


Original Abstract Submitted

a computer-implemented method, in accordance with one aspect of the present invention, includes analyzing timing data for stages in a pipeline running in an edge system for detecting starvation of one or more of the stages in the pipeline. in response to detecting one or more of the stages being starved, starvation avoidance is performed for mitigating the starvation of the starving stage(s). a computer-implemented method, in accordance with another aspect of the present invention, includes analyzing timing data for pipelines running in parallel in an edge system for detecting starvation of one or more of the pipelines. in response to detecting one or more of the pipelines being starved, starvation avoidance is performed for mitigating the starvation of the starving pipeline(s).

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