Towards Reliable Vector Database Management Systems: A Software Testing Roadmap for 2030

• Category: Research Papers / Surveys
• Tags: vector-databases, testing, roadmap, reliability
• Source: arXiv link

Description

This academic paper provides a comprehensive overview of the architecture, empirical defects, and future research roadmap for Vector Database Management Systems (VDBMS). It is a valuable resource for understanding the current state and challenges in building and testing reliable vector databases.

Features

• Detailed review of VDBMS architectures
• Analysis of empirical defects found in current vector database systems
• Identification of challenges in building reliable VDBMS
• Proposed research roadmap for VDBMS software testing up to 2030
• Recommendations for future research directions to improve the reliability and robustness of vector databases

Pricing

• Not applicable (research paper)