2 papers
cs.IR2025
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering
Simeon Emanuilov, Aleksandar Dimov
This paper presents a novel approach for similarity search with complex filtering capabilities on billion-scale datasets, optimized for CPU inference. Our method extends the classi…
cs.SE2025
A quantitative framework for evaluating architectural patterns in ML systems
Simeon Emanuilov, Aleksandar Dimov
Contemporary intelligent systems incorporate software components, including machine learning components. As they grow in complexity and data volume such machine learning systems fa…