The rapid growth of machine learning capabilities and the adoption of data processing methods using vector embeddings sparked a great interest in creating systems for vector data management. While the predominant approach of vector data management is to ...

This paper presents Seamless, a switch-based accelerator for disaggregated SSD-based systems. Seamless comprises two fundamental components: (1) a hardware-accelerated, unified remote storage protocol that ensures efficient data access to Flash and ...

The rising hardware heterogeneity in modern systems emphasizes new dimensions of optimizing task execution for data processing frameworks. Specialized hardware is often expected to be the exclusive executor of some particular workload because it was ...