Method and system for proactive precomputation of network performance data

EP4748038A1Pending Publication Date: 2026-05-27JIO PLATFORMS LTD
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Patent Information

Authority / Receiving Office
EP · EP
Patent Type
Applications
Current Assignee / Owner
JIO PLATFORMS LTD
Filing Date
2024-07-19
Publication Date
2026-05-27

AI Technical Summary

Technical Problem

Conventional computing systems face challenges with resource unavailability and time inefficiencies in processing and retrieving data, leading to delayed user request computations, especially when dealing with large datasets or resource unavailability.

Method used

A method and system for proactive precomputation of network performance data using machine learning algorithms to analyze user queries and usage patterns, determining relevant data to precompute, and executing a proactive pre-computation algorithm to store precomputed data for instant access.

Benefits of technology

The solution reduces delays in data processing and retrieval by precomputing relevant data, enhancing user experience through real-time access, improving system efficiency by reducing computational load during peak times, and enabling faster decision-making.

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Patent Text Reader

Abstract

The present disclosure relates to a method (500) and system (108) for proactive precomputation of network performance data. The method (500) includes analysing, using a machine learning algorithm, a first user query, usage patterns corresponding to results of the first user query to identify interests of a user and related network performance data for the first user query. Further, the method (500) includes determining data among the related network performance data to be precomputed using a proactive pre-computation algorithm. Further, the method (500) includes executing the proactive pre-computation algorithm to pre-compute the determined data among the network performance data. Further, the method includes storing the pre-computed data in a storage unit (222).
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