3 papers
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-…
cs.SI2022
Temporal Cascade Model for Analyzing Spread in Evolving Networks with Disease Monitoring Applications
Aparajita Haldar, Shuang Wang, Gunduz Demirci +2
Current approaches for modeling propagation in networks (e.g., spread of disease) are unable to adequately capture temporal properties of the data such as order and duration of evo…