Srinivasan Ramanujam, Vice President, Standard Chartered Bank
This talk explores the essential mathematical foundations that underpin Site Reliability Engineering (SRE) practices, unveiling the undiscovered Mathematical Relationships in SRE, and delving into the intricacies of maintaining robust and reliable digital services. We will unravel the core mathematical principles employed in SRE, shedding light on their significance and thereby sustaining reliability and stability.
Furthermore, the presentation will showcase the integration of cutting-edge Machine Learning (ML) techniques to enhance Service Level Objective (SLO) optimization within the realm of SRE. By leveraging ML, we aim to streamline and automate the decision-making process, enabling SRE teams to proactively manage and optimize service reliability.
Attendees will gain insights into the symbiotic relationship between mathematics and SRE, witnessing how the fusion of these disciplines, coupled with ML advancements, can revolutionize the approach to maintaining resilient and efficient digital infrastructures. Join us on a journey through the mathematical landscape of SRE, where theory meets practical application, and learn how ML is transforming the landscape of Service Level Objective optimization.
View Srinivasan Ramanujam’s video