4 papers
CLAD: A Clustered Label-Agnostic Federated Learning Framework for Joint Anomaly Detection and Attack Classification
Iason Ofeidis, Nikos Papadis, Randeep Bhatia +2
The rapid expansion of the Internet of Things (IoT) and Industrial IoT (IIoT) has created a massive, heterogeneous attack surface that challenges traditional network security mecha…
Exploiting Spot Instances for Time-Critical Cloud Workloads Using Optimal Randomized Strategies
Neelkamal Bhuyan, Randeep Bhatia, Murali Kodialam +1
This paper addresses the challenge of deadline-aware online scheduling for jobs in hybrid cloud environments, where jobs may run on either cost-effective but unreliable spot instan…
Opportunistic Scheduling for Optimal Spot Instance Savings in the Cloud
Neelkamal Bhuyan, Randeep Bhatia, Murali Kodialam +1
We study the problem of scheduling delay-sensitive jobs over spot and on-demand cloud instances to minimize average cost while meeting an average delay constraint. Jobs arrive as a…
Tree embedding based mapping system for low-latency mobile applications in multi-access networks
Yu Mi, Randeep Bhatia, Fang Hao +3
Low-latency applications like AR/VR and online gaming need fast, stable connections. New technologies such as V2X, LEO satellites, and 6G bring unique challenges in mobility manage…