Bayyavarapu Siva Rama Krishna Varma, Lead software engineer, Docusign, San francisco, USA

Title of the Talk :
From Alerts to Autonomy: Architecting Event-Correlated Agent Frameworks for Self-Healing Enterprises

Abstract of Talk:
Modern enterprises operate distributed, event-driven systems across cloud, on-premise, and hybrid environments yet their reliability models remain fundamentally reactive. Traditional monitoring produces alert fatigue, fragmented visibility, and manual root-cause analysis that cannot scale with system complexity.
This keynote introduces the Event-Correlated Autonomous Agent (ECAA) Framework an architectural blueprint for transforming system health management from passive observability to active autonomy. By combining event-stream correlation, contract-aware service interfaces, stateful reasoning loops, and policy-driven remediation, ECAA enables intelligent agents to detect anomalies, infer causal chains, and initiate controlled recovery actions without human intervention.
We will explore how a central event backbone, federated service domains, and SLA-aware orchestration layers collaborate to reduce noise, prevent cascading failures, and improve resilience in multi-tenant cloud environments. Patterns such as idempotent remediation workflows, feedback-tuned retry orchestration, and telemetry-driven decision models will be discussed in depth.
Attendees will gain a practical architectural roadmap for building self-healing enterprise systems where monitoring evolves into reasoning, and reliability becomes an autonomous capability rather than an operational burden.

Bio : Siva Bayyavarapu is a Distinguished Fellow at SCRS and Fellow of IETE, and serves as a Lead Software Engineer at DocuSign, bringing over 15 years of deep expertise in enterprise cloud systems, distributed architectures, and large-scale SaaS platforms.
Recognized for his technical leadership, Siva has spearheaded the design and implementation of high-performance integration frameworks spanning the Salesforce, SAP Ariba, Microsoft, and DocuSign ecosystems powering mission-critical automation for global enterprises at scale.
His research pursuits lie at the intersection of cloud orchestration, SLA-aware scheduling, multi-tenant systems, event-driven architectures, and enterprise AI-driven automation. A published author in IEEE and international conference proceedings, he also contributes to the academic community as a peer reviewer across multiple scholarly venues reflecting his commitment to advancing both industry practice and scientific knowledge.