KIOXIA Achieves 4.8 Billion High-Dimensional Vector Search Database on a Single Server, with 7.8x Index Build Time Acceleration via GPUs

Kioxia America, Inc. today announced the successful demonstration of high-dimensional vector search scaling to 4.8 billion vectors on a single server using its open-source KIOXIA AiSAQ(TM) approximate ...
IEEE

GTR-SQL: Graph Pruning, Tournament Selection, and Taxonomy Repair for Text-to-SQL

Abstract: Deploying Text-to-SQL in resource-constrained enterprise environments presents a dichotomy: proprietary Large Language Models (LLMs) pose privacy and cost concerns, while smaller open-source ...
IEEE

Preserving K-Connectivity in Dynamic Graphs

Abstract: Edge connectivity is a crucial concept in graph theory, which often serves as a fundamental metric for analyzing and improving the robustness, efficiency, and reliability of various types of ...