3 papers
cs.DC2025
Balancing Fixed Number of Nodes Among Multiple Fixed Clusters
Paritosh Ranjan, Surajit Majumder, Prodip Roy +1
Cloud infrastructure users often allocate a fixed number of nodes to individual container clusters (e.g., Kubernetes, OpenShift), resulting in underutilization of computing resourc…
cs.DC2025
Distributedness based scheduling
Paritosh Ranjan, Surajit Majumder, Prodip Roy +1
Efficient utilization of computing resources in a Kubernetes cluster is often constrained by the uneven distribution of pods with similar usage patterns. This paper presents a nove…
cs.NE2025
Switch-Based Multi-Part Neural Network
Surajit Majumder, Paritosh Ranjan, Prodip Roy +1
This paper introduces decentralized and modular neural network framework designed to enhance the scalability, interpretability, and performance of artificial intelligence (AI) syst…