MUMBAI, India, July 30 -- Intellectual Property India has published a patent application (202621067735 A) filed by Marwadi University on May 29, 2026, for Euclid Model-Based Request Prioritization And Filtering System For High Volume Networks.

Inventors include Konatham Gnana Swaroop; and Dr. Ravikumar R N.

The application for the patent was published on July 24, 2026, under issue no. 30/2026.

Abstract: A Euclid model-based request prioritization and filtering system for high volume networks, comprising a request parameter extraction module 101 configured to process incoming network requests and generate multi dimensional parameter vectors by extracting parameters such as latency, packet size, authentication strength, user reputation, past behavior, and request type from each session establishment request, a baseline trust vector database 102 stores baseline behavior vectors representing normal network activity, which are compared by a Euclid based scoring engine 103 to compute a Euclidean deviation value for each request, a dynamic threshold generator 104 produces adaptive priority thresholds in real time based on the computed deviation values, using these thresholds, a priority decision engine 105 classifies each request into high, normal, or low priority according to the deviation magnitude, a filtering engine 106 then determines whether to accept, restrict, or deny each request.

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