Multi-Tenancy in Self-Served Platforms - Challenges and Solutions

Explore the challenges and solutions in creating, maintaining, and scaling a real-time data reporting platform in this 15-minute conference talk from PlatformCon 2023. Discover how Lowe's Platform Engineering team tackled the complexities of a self-served platform and implemented multi-tenancy to resolve "noisy neighbor" situations. Learn about achieving a self-served state for stream analytics, addressing pain points without guard rails, and implementing resource isolation for improved QoS and SLA. Gain insights into the experiences of managing a distributed hybrid cloud supporting 1700+ stores and handling 8TB of data with 54 billion events. Understand the importance of balancing rapid adoption with performance management in a shared tenancy model.