3 papers
cs.DC2026
Every Kernel Is a Join: Automatic Multi-GPU Parallelism for AI Computations in Einsummable
Zhimin Ding, Chen-Kuan Liao, Chima Adiole +7
Distributing an AI computation across the GPUs of a multi-GPU server is one of the central problems in systems-for-AI. We present Einsummable, a prototype system that accepts a PyT…
cs.DB2026
Curator: Efficient Vector Search with Low-Selectivity Filters
Yicheng Jin, Yongji Wu, Wenjun Hu +4
Embedding-based dense retrieval has become the cornerstone of many critical applications, where approximate nearest neighbor search (ANNS) queries are often combined with filters o…
cs.DB2024
Curator: Efficient Indexing for Multi-Tenant Vector Databases
Yicheng Jin, Yongji Wu, Wenjun Hu +3
Vector databases have emerged as key enablers for bridging intelligent applications with unstructured data, providing generic search and management support for embedding vectors ex…