4 papers
Integrating Belief Domains into Probabilistic Logic Programs
Damiano Azzolini, Fabrizio Riguzzi, Theresa Swift
Probabilistic Logic Programming (PLP) under the Distribution Semantics is a leading approach to practical reasoning under uncertainty. An advantage of the Distribution Semantics is…
Application Placement with Constraint Relaxation
Damiano Azzolini, Marco Duca, Stefano Forti +2
Novel utility computing paradigms rely upon the deployment of multi-service applications to pervasive and highly distributed cloud-edge infrastructure resources. Deciding onto whic…
Continuous reasoning for adaptive container image distribution in the cloud-edge continuum
Damiano Azzolini, Stefano Forti, Antonio Ielo
Cloud-edge computing requires applications to operate across diverse infrastructures, often triggered by cyber-physical events. Containers offer a lightweight deployment option but…
Probabilistic Answer Set Programming with Discrete and Continuous Random Variables
Damiano Azzolini, Fabrizio Riguzzi
Probabilistic Answer Set Programming under the credal semantics (PASP) extends Answer Set Programming with probabilistic facts that represent uncertain information. The probabilist…