ASP-Based Declarative Reasoning in Data-Intensive Enterprise and IoT Applications

In the last few years, we have witnessed the spread of computing devices getting smaller and smaller (e.g., Smartphones, Smart Devices, Raspberry, etc.), and the production and availability of data getting bigger and bigger. This work presents DLV-EE, a framework based on Answer Set Programming (ASP...

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Veröffentlicht in:Algorithms 2023-03, Vol.16 (3), p.159
Hauptverfasser: Calimeri, Francesco, Leone, Nicola, Melissari, Giovanni, Pacenza, Francesco, Perri, Simona, Reale, Kristian, Ricca, Francesco, Zangari, Jessica
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Sprache:eng
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Zusammenfassung:In the last few years, we have witnessed the spread of computing devices getting smaller and smaller (e.g., Smartphones, Smart Devices, Raspberry, etc.), and the production and availability of data getting bigger and bigger. This work presents DLV-EE, a framework based on Answer Set Programming (ASP) for performing declarative reasoning tasks over data-intensive, distributed applications. It relies on the DLV2 system and it features interoperability means for dealing with Big-Data over modern industry-level databases (relational and NoSQL). Furthermore, the work introduces DLV-IoT, an ASP system compatible with “mobile” technologies for enabling advanced reasoning capabilities on smart/IoT devices; eventually, DLV-EE and DLV-IoT via some real-world applications are illustrated as well.
ISSN:1999-4893
1999-4893
DOI:10.3390/a16030159