I-DLV-sr: A Stream Reasoning System based on I-DLV. Issue 5 (23rd September 2021)
- Record Type:
- Journal Article
- Title:
- I-DLV-sr: A Stream Reasoning System based on I-DLV. Issue 5 (23rd September 2021)
- Main Title:
- I-DLV-sr: A Stream Reasoning System based on I-DLV
- Authors:
- CALIMERI, FRANCESCO
MANNA, MARCO
MASTRIA, ELENA
MORELLI, MARIA CONCETTA
PERRI, SIMONA
ZANGARI, JESSICA - Abstract:
- Abstract: We introduce a novel logic-based system for reasoning over data streams, which relies on a framework enabling a tight, fine-tuned interaction between Apache Flink and the $${{\mathcal I}^2}$$ - DLV system. The architecture allows to take advantage from both the powerful distributed stream processing capabilities of Flink and the incremental reasoning capabilities of $${{\mathcal I}^2}$$ - DLV, based on overgrounding techniques. Besides the system architecture, we illustrate the supported input language and its modeling capabilities, and discuss the results of an experimental activity aimed at assessing the viability of the approach.
- Is Part Of:
- Theory and practice of logic programming. Volume 21:Issue 5(2021)
- Journal:
- Theory and practice of logic programming
- Issue:
- Volume 21:Issue 5(2021)
- Issue Display:
- Volume 21, Issue 5 (2021)
- Year:
- 2021
- Volume:
- 21
- Issue:
- 5
- Issue Sort Value:
- 2021-0021-0005-0000
- Page Start:
- 610
- Page End:
- 628
- Publication Date:
- 2021-09-23
- Subjects:
- stream reasoning -- stream processing -- overgrounding -- knowledge representation and reasoning -- answer set programming
Logic programming -- Periodicals
Artificial intelligence -- Computer programs -- Periodicals
Constraint programming (Computer science) -- Periodicals
005.115 - Journal URLs:
- https://www.cambridge.org/core/journals/theory-and-practice-of-logic-programming ↗
- DOI:
- 10.1017/S147106842100034X ↗
- Languages:
- English
- ISSNs:
- 1471-0684
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD Digital store
- Ingest File:
- 19689.xml