Faraz Ahmed

Publishing Social Network Graph Eigenspectrum With Privacy Guarantees

2019 · IEEE Transactions on Network Science and Engineering

Online social networks (OSNs) often refuse to publish their social network graphs due to privacy concerns. Recently, differential privacy has become the widely accepted criteria for privacy preserving data publishing. Although some work has been …

Accelerating Containerized Machine Learning Workloads

2024

To facilitate various Machine Learning (ML) training and inference tasks, enterprises tend to build large and expensive clusters and share them among different teams for diverse ML workloads. Virtualized platforms (containers/VMs) and schedulers are typically …