3 papers
cs.DC2025
Federated Learning Framework for Scalable AI in Heterogeneous HPC and Cloud Environments
Sangam Ghimire, Paribartan Timalsina, Nirjal Bhurtel +6
As the demand grows for scalable and privacy-aware AI systems, Federated Learning (FL) has emerged as a promising solution, allowing decentralized model training without moving raw…
cs.CR2025
eBPF-PATROL: Protective Agent for Threat Recognition and Overreach Limitation using eBPF in Containerized and Virtualized Environments
Sangam Ghimire, Nirjal Bhurtel, Roshan Sahani +1
With the increasing use and adoption of cloud and cloud-native computing, the underlying technologies (i.e., containerization and virtualization) have become foundational. However,…
cs.DC2025
MIDAS: Adaptive Proxy Middleware for Mitigating Metadata Hotspots in HPC I/O at Scale
Sangam Ghimire, Nigam Niraula, Nirjal Bhurtel +4
Metadata hotspots remain one of the key obstacles to scalable Input/Output (I/O) in both High-Performance Computing (HPC) and cloud-scale storage environments. Situations such as j…