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cs.DC2025
SQUASH: Serverless and Distributed Quantization-based Attributed Vector Similarity Search
Joe Oakley, Hakan Ferhatosmanoglu
Vector similarity search presents significant challenges in terms of scalability for large and high-dimensional datasets, as well as in providing native support for hybrid queries.…
cs.DC2024
FSD-Inference: Fully Serverless Distributed Inference with Scalable Cloud Communication
Joe Oakley, Hakan Ferhatosmanoglu
Serverless computing offers attractive scalability, elasticity and cost-effectiveness. However, constraints on memory, CPU and function runtime have hindered its adoption for data-…