5 papers
FlowUnits: Extending Dataflow for the Edge-to-Cloud Computing Continuum
Fabio Chini, Luca De Martini, Alessandro Margara +1
This paper introduces FlowUnits, a novel programming and deployment model that extends the traditional dataflow paradigm to address the unique challenges of edge-to-cloud computing…
Radon: a Programming Model and Platform for Computing Continuum Systems
Luca De Martini, Dario d'Abate, Alessandro Margara +1
Emerging compute continuum environments pose new challenges that traditional cloud-centric architectures struggle to address. Latency, bandwidth constraints, and the heterogeneity…
Semi-Automated Design of Data-Intensive Architectures
Arianna Dragoni, Alessandro Margara
Today, data guides the decision-making process of most companies. Effectively analyzing and manipulating data at scale to extract and exploit relevant knowledge is a challenging ta…
Histrio: a Serverless Actor System
Giorgio Natale Buttiglieri, Luca De Martini, Alessandro Margara
In recent years, the serverless paradigm has been widely adopted to develop cloud applications, as it enables building scalable solutions while delegating operational concerns such…
On the Semantic Overlap of Operators in Stream Processing Engines
Vincenzo Gulisano, Alessandro Margara, Marina Papatriantafilou
Stream processing is extensively used in the IoT-to-Cloud spectrum to distill information from continuous streams of data. Streaming applications usually run in dedicated Stream Pr…