Media Summary: In this video, I give a brief introduction to The emergence of a variety of new workloads in machine learning and artificial intelligence has pushed the limits of existing ... The recent revolution of LLMs and Generative AI is triggering a sea change in virtually every industry. Building new AI applications ...
A Distributed Framework For Integrated - Detailed Analysis & Overview
In this video, I give a brief introduction to The emergence of a variety of new workloads in machine learning and artificial intelligence has pushed the limits of existing ... The recent revolution of LLMs and Generative AI is triggering a sea change in virtually every industry. Building new AI applications ... The story of Ray and what lead Robert to go from reinforcement learning researcher to creating open-source tools for machine ... Over the past decade, the bulk synchronous processing (BSP) model has proven highly effective for processing large amounts of ... Modern AI workloads changed the fundamental bottleneck in software systems. For years, most applications were limited by I/O ...
Today's applications are interconnected: they expose APIs, publish events, call third-party services, and externalize states. At Ray Summit 2025, Brian Nguyen and Nick Resnick from Capital One share how their team adopted Ray to modernize a ... In this presentation, we will examine network communication in
