LiquidAI : Towards an Isomorphic AI/ML System Architecture for the Cloud-Edge Continuum
| dc.contributor.author | Systä, Kari | |
| dc.contributor.author | Pautasso, Cesare | |
| dc.contributor.author | Taivalsaari, Antero | |
| dc.contributor.author | Mikkonen, Tommi | |
| dc.contributor.editor | Garrigós, Irene | |
| dc.contributor.editor | Murillo Rodríguez, Juan Manuel | |
| dc.contributor.editor | Wimmer, Manuel | |
| dc.date.accessioned | 2024-01-12T08:13:59Z | |
| dc.date.available | 2024-01-12T08:13:59Z | |
| dc.date.issued | 2023 | |
| dc.identifier.citation | Systä, K., Pautasso, C., Taivalsaari, A., & Mikkonen, T. (2023). LiquidAI : Towards an Isomorphic AI/ML System Architecture for the Cloud-Edge Continuum. In I. Garrigós, J. M. Murillo Rodríguez, & M. Wimmer (Eds.), <i>Web Engineering : 23rd International Conference, ICWE 2023, Alicante, Spain, June 6–9, 2023, Proceedings</i> (pp. 67-74). Springer Nature Switzerland. Lecture Notes in Computer Science, 13893. <a href="https://doi.org/10.1007/978-3-031-34444-2_5" target="_blank">https://doi.org/10.1007/978-3-031-34444-2_5</a> | |
| dc.identifier.other | CONVID_183672357 | |
| dc.identifier.uri | https://jyx.jyu.fi/handle/123456789/92750 | |
| dc.description.abstract | A typical Internet of Things (IoT) system consists of a large number of different subsystems and devices, including sensors and actuators, gateways that connect them to the Internet, cloud services, end-user applications and analytics. Today, these subsystems are implemented with a broad variety of programming technologies and tools, making it difficult to migrate functionality from one subsystem to another. In our earlier papers, we have predicted the rise of isomorphic IoT system architectures in which all the subsystems can be developed with a consistent set of technologies. In this paper we expand the same research theme to machine learning technologies, highlighting the need to use ML in a consistent and uniform fashion across the entire Cloud-Edge continuum. | en |
| dc.format.extent | 426 | |
| dc.format.mimetype | application/pdf | |
| dc.language.iso | eng | |
| dc.publisher | Springer Nature Switzerland | |
| dc.relation.ispartof | Web Engineering : 23rd International Conference, ICWE 2023, Alicante, Spain, June 6–9, 2023, Proceedings | |
| dc.relation.ispartofseries | Lecture Notes in Computer Science | |
| dc.rights | In Copyright | |
| dc.subject.other | isomorphic software | |
| dc.subject.other | software architecture | |
| dc.subject.other | Internet of Things | |
| dc.subject.other | IoT | |
| dc.subject.other | Web of Things | |
| dc.subject.other | WoT | |
| dc.subject.other | artificial intelligence | |
| dc.subject.other | AI | |
| dc.subject.other | machine learning | |
| dc.subject.other | ML | |
| dc.subject.other | software deployment | |
| dc.subject.other | deployment in the large | |
| dc.subject.other | programmable world | |
| dc.title | LiquidAI : Towards an Isomorphic AI/ML System Architecture for the Cloud-Edge Continuum | |
| dc.type | conferenceObject | |
| dc.identifier.urn | URN:NBN:fi:jyu-202401121251 | |
| dc.contributor.laitos | Informaatioteknologian tiedekunta | fi |
| dc.contributor.laitos | Faculty of Information Technology | en |
| dc.type.uri | http://purl.org/eprint/type/ConferencePaper | |
| dc.relation.isbn | 978-3-031-34443-5 | |
| dc.type.coar | http://purl.org/coar/resource_type/c_5794 | |
| dc.description.reviewstatus | peerReviewed | |
| dc.format.pagerange | 67-74 | |
| dc.relation.issn | 0302-9743 | |
| dc.type.version | acceptedVersion | |
| dc.rights.copyright | © 2023 The Author(s), under exclusive license to Springer Nature Switzerland AG | |
| dc.rights.accesslevel | openAccess | fi |
| dc.relation.conference | International Conference on Web Engineering | |
| dc.relation.grantnumber | 8542/31/2022 | |
| dc.subject.yso | koneoppiminen | |
| dc.subject.yso | esineiden internet | |
| dc.subject.yso | ohjelmistoarkkitehtuuri | |
| dc.subject.yso | tekoäly | |
| dc.format.content | fulltext | |
| jyx.subject.uri | http://www.yso.fi/onto/yso/p21846 | |
| jyx.subject.uri | http://www.yso.fi/onto/yso/p27206 | |
| jyx.subject.uri | http://www.yso.fi/onto/yso/p28367 | |
| jyx.subject.uri | http://www.yso.fi/onto/yso/p2616 | |
| dc.rights.url | http://rightsstatements.org/page/InC/1.0/?language=en | |
| dc.relation.doi | 10.1007/978-3-031-34444-2_5 | |
| dc.relation.funder | Business Finland | en |
| dc.relation.funder | Business Finland | fi |
| jyx.fundingprogram | Co-Innovation, BF | en |
| jyx.fundingprogram | Co-Innovation, BF | fi |
| jyx.fundinginformation | This work has been supported by Business Finland (project LiquidAI, 8542/31/2022). | |
| dc.type.okm | A4 |
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