MUMBAI, India, July 24 -- Intellectual Property India has published a patent application (202641085239 A) filed by Cmr Technical Campus; Cmr College Of Engineering & Technology; and Cmr Institute Of Technology on July 11, 2026, for Deterministic Ai-Inference Orchestration Framework Using Hybrid Compile- Time And Runtime Graph Rewriting Across Heterogeneous Compute Fabrics.
Inventors include M. Madhusudhan; D. Sandhya Rani; Mr. G. Saidulu; Mr. M. Shiva Kumar; M. Sri Rama Lakshmi Reddy; and P. Raghavendra Prasad.
The application for the patent was published on July 17, 2026, under issue no. 29/2026.
Abstract: A deterministic AI inference orchestration system (100) and method for coordinating execution of artificial intelligence workloads across heterogeneous compute fabrics are disclosed. The system (100) comprises a memory (102) configured to store executable instructions, inference graphs, and transformation policies, a processor (104) configured to execute the instructions, and a communication module (106) configured to interface with heterogeneous computational resources. The system further includes a compile-time graph optimization module (108), a runtime graph rewriting module (110), a heterogeneous resource profiling module (112), a deterministic scheduling module (114), a workload orchestration module (116), a runtime monitoring module (118), a fault mitigation module (120), and an execution verification module (122). The disclosed framework integrates compile-time optimization with runtime graph adaptation to enable deterministic scheduling, bounded latency execution, fault tolerance, reproducible inference outcomes, and optimized resource utilization across distributed CPUs, GPUs, accelerators, edge devices, and cloud environments.
Disclaimer: Curated by HT Syndication.
