VDSG: Optimizing Multimodal AI Pipelines with Metaxy
The AI era has shifted compute toward complex multimodal pipelines, where a small input or code change can trigger expensive downstream recomputation. This talk introduces Metaxy, …
SAO: Metaxy - Field-Level Metadata Management for Incremental Multimodal ML Pipelines
Multimodal machine learning pipelines that process video, audio, and images incur substantial GPU costs. Existing data orchestrators operate at table or asset granularity: when any …
Metaxy
Metaxy is a next-generation data processing engine and framework focused on scalable, high-performance analytics pipelines.