[Building Blocks] Towards “Unified” Compute Engines: Opportunities and Challenges (Mehmet Ozan Kabak)

Speaker:

Mehmet Ozan Kabak

System:

Synnada

Video:

YouTube

The architecture diagram of a typical data and AI infrastructure setup often features a primary compute engine (e.g., Apache Spark) alongside an array of supplementary tools for observability, AI integration, streaming support, memory management, interactivity, and more. While this modular architecture can be effective, it also introduces challenges around performance bottlenecks, maintenance costs, and integration complexity. In this talk, we... Read More