MUMBAI, India, July 24 -- Intellectual Property India has published a patent application (202641085433 A) filed by Vellore Institute Of Technology on July 13, 2026, for System And Method For Context-Aware Adaptive Data Pipeline Management Using Dynamic Execution Control.
Inventors include Dr. V. Sivakumar; D Naveen Kumar; and M Barathraj.
The application for the patent was published on July 17, 2026, under issue no. 29/2026.
Abstract: The present invention discloses a Context-Aware Adaptive Data Pipeline System for intelligent real-time execution control in distributed data processing environments. The system comprises a Data Pipeline Layer (100), a Context Layer (400), a Control Layer (500), an Execution Layer (200), and a Feedback Module (300). A Context Acquisition Module (401) continuously captures multi- dimensional contextual parameters including system load, workload characteristics, temporal conditions, and user-defined priorities. A Context Decision Engine (501) evaluates the contextual states using adaptive decision logic to determine optimized execution strategies. An Execution Controller (201) dynamically modifies pipeline behavior during runtime through adaptive scheduling, dynamic resource allocation, workflow restructuring, and execution parameter adjustment. The Feedback Module (300) continuously monitors execution outcomes and refines decision policies through a closed-loop feedback mechanism. The invention enables autonomous, self-adaptive, and context-responsive pipeline execution with improved efficiency, scalability, responsiveness, and resource utilization in distributed computing environments.
Disclaimer: Curated by HT Syndication.
