2 papers
cs.CR2026
Enhancing Anomaly Resilience in Research Networks: A Large-Scale Forecasting Benchmark for Dynamic Security Baselining
Mohammad Arafath Uddin Shariff, Byrav Ramamurthy
Research and Education Networks (RENs) serve as critical infrastructure for scientific discovery, yet they face a unique security paradox: their normal traffic patterns which are c…
cs.DC2025
ML-based Adaptive Prefetching and Data Placement for US HEP Systems
Venkat Sai Suman Lamba Karanam, Sarat Sasank Barla, Byrav Ramamurthy +1
Although benefits from caching in US HEP are well-known, current caching strategies are not adaptive i.e they do not adapt to changing cache access patterns. Newer developments suc…