MLSys 2026 (Ninth Annual Conference on Machine Learning and Systems)

About this event

MLSys 2026 is the ninth annual Conference on Machine Learning and Systems, focused on research and practice at the intersection of machine learning and computer systems. It emphasizes building efficient, scalable, and reliable ML systems, including topics spanning LLM training/inference, distributed and federated learning, compilers/runtimes, specialized hardware, and testing/monitoring of ML applications. The conference includes research and industrial tracks (with separate calls), artifact evaluations, invited talks, and a competition track featuring multiple kernel/scheduling-related competitions. It is organized by an academic/industry committee and aims to connect communities and establish best practices and design principles for learning systems.