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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…
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…
Syntactic Requirements for Well-defined Hybrid Probabilistic Logic Programs
Damiano Azzolini, Fabrizio Riguzzi
Hybrid probabilistic logic programs can represent several scenarios thanks to the expressivity of Logic Programming extended with facts representing discrete and continuous distrib…