From the 2 of 14 linked papers with an AI index.
4 papers · 1 filter
Round Trip Time: A Benign Signal or an Indirect Window into Datacenter Workloads?
Sourya Saha, Md Nurul Absur, Saptarshi Debroy
The paper studies how round‑trip time (RTT) variations in shared multi‑tenant datacenter networks can be used as a side‑channel to infer co‑located workloads, showing high inferenc…
ProFlow: RL-Driven and Performance-Aware Proactive Flow Placement in Datacenter Networks
Sourya Saha, Md Nurul Absur, Saptarshi Debroy
ProFlow is a system that uses telemetry data and reinforcement learning to detect early signs of congestion in datacenter networks and proactively reroute important traffic before…
Detection of Misreporting Attacks on Software-Defined Immersive Environments
Sourya Saha, Md Nurul Absur, Shima Yousefi +1
The ability to centrally control network infrastructure using a programmable middleware has made Software-Defined Networking (SDN) ideal for emerging applications, such as immersiv…
VECA: Reliable and Confidential Resource Clustering for Volunteer Edge-Cloud Computing
Hemanth Sai Yeddulapalli, Mauro Lemus Alarcon, Upasana Roy +5
Volunteer Edge-Cloud (VEC) computing has a significant potential to support scientific workflows in user communities contributing volunteer edge nodes. However, managing heterogene…