Intelligent and Predictive Failover - The race against Errors by marching towards Resiliency..!!

#ChaosEngineering #SystemResilience #PredictiveFailover #Microservices
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Abstract:

In today's ecosystem of deeply interconnected microservices, the reliance on downstream dependencies presents a critical vulnerability: the downtime of a single service can trigger a cascading failure, severely impacting upstream operations and the end customer experience. This abstract proposes the Intelligent and Predictive Failover mechanism as a robust solution to mitigate this systemic risk. By intelligently clustering services and applying proactive monitoring with advanced failover predictability, this approach aims to identify potential errors and impending failures before they are manifested through an actual customer request. The focus will be on the technical implementation of intelligent anomaly tracking coupled with health checks and threshold-triggered alarms. Furthermore, we will delve into sophisticated latency-based region detection techniques that enable rapid and intelligent traffic failover and failback capabilities. Ultimately, this presentation will demonstrate how to leverage these patterns to predict failures, significantly reduce customer impact, and continuously improve system resilience based on observed patterns.


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  • Co-sponsored by IEEE Computer Society
  • Starts 20 November 2025 05:00 AM UTC
  • Ends 04 December 2025 05:00 AM UTC
  • No Admission Charge

  Speakers

Teja Swaroop Mylavarapu

Topic:

Intelligent and Predictive Failover - The race against Errors by marching towards Resiliency..!!

Bio: 

Teja Swaroop Mylavarapu is a Lead Software Engineer at Capital One with 12 years of extensive experience in building and leading complex Web Application projects. Holding a Master's degree in Computer Science, he is also recognized as an experienced tech conference speaker and an avid tech blogger, sharing his deep expertise on modern software architecture. His professional focus is on application resilience, chaos engineering, and designing multi-region resilient applications using advanced AWS cloud infrastructure. Furthermore, he is a respected inventor, holding patents related to predictive monitoring for region-switching events and reverse proxy server systems.




Agenda

5:30 PM Start

6:15 PM QA

6:30 PM Session Complete