Abstract
Proposed herein are a system and techniques that facilitate stability-aware metadata synchronization in agent-based networks. The system includes a closed-loop adaptive stability orchestration layer that utilizes a time-sensitive exponential-decay mechanism and historical recovery telemetry to dynamically tune suppression and reuse thresholds, thereby reducing control-plane churn and cascading failures. Rather than relying on binary health checks, the system uses a time-weighted stability score to support granular, policy-driven agent lifecycle management.
Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 License.
Recommended Citation
S Kulkarni, Ashwini; Vatsal, Sushmitha; Bansal, Priyanka; Singh, Vivek Kumar; and Arshi, Ghulam Ghaus, "TECHNIQUES FOR HANDLING UNSTABLE AGENTS IN AGENT-BASED NETWORKS", Technical Disclosure Commons, ()
https://www.tdcommons.org/dpubs_series/11348