MUMBAI, India, July 30 -- Intellectual Property India has published a patent application (202641088387 A) filed by Vellore Institute Of Technology on July 20, 2026, for System And Method For Real-Time Gap-Based Service Failure Prediction In Microservices.
Inventors include Deepa; Sidan Ahamed; Hetarth Agrawal; and Atharv Gupta.
The application for the patent was published on July 24, 2026, under issue no. 30/2026.
Abstract: ABSTRACT The present invention relates to a computer-implemented system (100) and method for real-time Gap-based service failure prediction and dynamic service blueprint recovery in microservices architectures. The system (100) comprises a telemetry ingestion module configured to receive service-operation signals, a state aggregation module configured to generate Journey State Objects, a prediction engine configured to generate a multi-class Service Gap Prediction Score vector, and an event generation module configured to generate a Gap Prediction Event upon threshold exceedance. The system (100) further comprises a blueprint retrieval module configured to retrieve a directed acyclic graph representing a live service blueprint, a recovery orchestration module configured to determine gap-specific recovery sequences, and a blueprint modification module configured to dynamically modify the directed acyclic graph during active session execution through node insertion, node deactivation, edge rerouting, or node attribute modification. The system (100) further comprises a feedback and retraining pipeline configured to update prediction models using post-recovery operational outcomes.
Disclaimer: Curated by HT Syndication.
