11 citations · 31 across the 15 of their papers we have counts for
4 papers · 2 filters
GoldFish: Serverless Actors with Short-Term Memory State for the Edge-Cloud Continuum
Cynthia Marcelino, Jack Shahhoud, Stefan Nastic
Serverless Computing is a computing paradigm that provides efficient infrastructure management and elastic scalability. Serverless functions scale up or down based on demand, which…
Truffle: Efficient Data Passing for Data-Intensive Serverless Workflows in the Edge-Cloud Continuum
Cynthia Marcelino, Stefan Nastic
Serverless computing promises a scalable, reliable, and cost-effective solution for running data-intensive applications and workflows in the heterogeneous and limited-resource envi…
Towards Adaptive Asynchronous Federated Learning for Human Activity Recognition
Rastko Gajanin, Anastasiya Danilenka, Andrea Morichetta +1
In this work, we tackle the problem of performing multi-label classification in the case of extremely heterogeneous data and with decentralized Machine Learning. Solving this issue…
HyperDrive: Scheduling Serverless Functions in the Edge-Cloud-Space 3D Continuum
Thomas Pusztai, Cynthia Marcelino, Stefan Nastic
The number of Low Earth Orbit~(LEO) satellites has grown enormously in the past years. Their abundance and low orbits allow for low latency communication with a satellite almost an…