Federated Agentic SRE — Cross-Vendor, Privacy-Preserving Agent Federations for Hybrid Multi-Cloud Incident Response
Keywords:
Privacy, Federated Learning, Multi-Cloud, Hybrid, Agentic SRE, Incident ResponseAbstract
The paper investigates the effectiveness of federated agentic SRE in enhancing incident response in hybrid multi-cloud systems without undermining the levels of privacy and security controls. The study demonstrates the possibility of coordinating work of cross-vendor agents with the help of a zero-trust broker without revealing sensitive information. The system enhances the detection, the speed at which they resolve, and the SLA protection using federated indexes, shared incident graphs as well as encoded runbooks. The quantitative analysis of storage, networking, and SaaS applications reveals obvious improvements in the RCA time, the decrease in the leakage risk, and consumer satisfaction. The results indicate that federated agentic SRE may make inter-party incident operations faster, safer and more reliable when operating on an enterprise scale.


