6 papers
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…
Generative Voice Bursts during Phone Call
Paritosh Ranjan, Surajit Majumder, Prodip Roy
In critical situations, conventional mobile telephony fails to convey emergency voice messages to a callee already engaged in another call. The standard call waiting alert does not…
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…
Multi Part Deployment of Neural Network
Paritosh Ranjan, Surajit Majumder, Prodip Roy
The increasing scale of modern neural networks, exemplified by architectures from IBM (530 billion neurons) and Google (500 billion parameters), presents significant challenges in…
Airborne Neural Network
Paritosh Ranjan, Surajit Majumder, Prodip Roy
Deep Learning, driven by neural networks, has led to groundbreaking advancements in Artificial Intelligence by enabling systems to learn and adapt like the human brain. These model…
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…