1 citations · 1 across the 6 of their papers we have counts for
6 papers
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…
CLoVE: Personalized Federated Learning through Clustering of Loss Vector Embeddings
Randeep Bhatia, Nikos Papadis, Murali Kodialam +2
We propose CLoVE (Clustering of Loss Vector Embeddings), a novel algorithm for Clustered Federated Learning (CFL). In CFL, clients are naturally grouped into clusters based on thei…
Learning Based Methods for Traffic Matrix Estimation from Link Measurements
Shenghe Xu, Murali Kodialam, T. V. Lakshman +1
Network traffic demand matrix is a critical input for capacity planning, anomaly detection and many other network management related tasks. The demand matrix is often computed from…
Tomography Based Learning for Load Distribution through Opaque Networks
Shenghe Xu, Murali Kodialam, T. V. Lakshman +1
Applications such as virtual reality and online gaming require low delays for acceptable user experience. A key task for over-the-top (OTT) service providers who provide these appl…
First Transmission of a 12D Format Across 3 Coupled Spatial Modes of a 3-Core Coupled-Core Fiber at a Spectral Efficiency of 4 bits/s/Hz
René-Jean Essiambre, Roland Ryf, Sjoerd van der Heide +10
We demonstrate the first transmission of a new twelve-dimensional modulation format over a three-core coupled-core multicore fiber. The format occupies a single time slot spread ac…