Towards intelligent edge computing through reinforcement learning based offloading in public edge as a service.
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| Title: | Towards intelligent edge computing through reinforcement learning based offloading in public edge as a service. |
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| Authors: | Jalal A; Institute of Computing Science and Information Technology (ICSIT), University of Science and Technology, Bannu (UST Bannu), Bannu, Pakistan., Farooq U; Institute of Computing Science and Information Technology (ICSIT), University of Science and Technology, Bannu (UST Bannu), Bannu, Pakistan.; Heriot-Watt International Faculty, K. Zhubanov University, Aktobe, Kazakhstan.; Centre of Excellence for Artificial Intelligence, Multimedia University, Cyberjaya, Malaysia., Rabbi I; Institute of Computing Science and Information Technology (ICSIT), University of Science and Technology, Bannu (UST Bannu), Bannu, Pakistan.; Centre of Excellence for Artificial Intelligence, Multimedia University, Cyberjaya, Malaysia., Badshah A; Department of Software Engineering, University of Sargodha, Sargodha, Pakistan. afzalbadshahkhattak@gmail.com., Khan A; Institute of Computing Science and Information Technology (ICSIT), University of Science and Technology, Bannu (UST Bannu), Bannu, Pakistan.; University of Lakki Marwat, Lakki Marwat, Khyber Pakhtunkhwa, Pakistan., Alam MM; Faculty of Computing, Multimedia University, Cyberjaya, Malaysia.; Riphah International University, Islamabad, Pakistan., Su'ud MM; Faculty of Computing, Multimedia University, Cyberjaya, Malaysia. mazliham@mmu.edu.my. |
| Source: | Scientific reports [Sci Rep] 2026 Feb 01; Vol. 16 (1), pp. 4355. Date of Electronic Publication: 2026 Feb 01. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE; PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41622280 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Towards intelligent edge computing through reinforcement learning based offloading in public edge as a service. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Jalal+A%22">Jalal A</searchLink>; Institute of Computing Science and Information Technology (ICSIT), University of Science and Technology, Bannu (UST Bannu), Bannu, Pakistan.<br /><searchLink fieldCode="AU" term="%22Farooq+U%22">Farooq U</searchLink>; Institute of Computing Science and Information Technology (ICSIT), University of Science and Technology, Bannu (UST Bannu), Bannu, Pakistan.; Heriot-Watt International Faculty, K. Zhubanov University, Aktobe, Kazakhstan.; Centre of Excellence for Artificial Intelligence, Multimedia University, Cyberjaya, Malaysia.<br /><searchLink fieldCode="AU" term="%22Rabbi+I%22">Rabbi I</searchLink>; Institute of Computing Science and Information Technology (ICSIT), University of Science and Technology, Bannu (UST Bannu), Bannu, Pakistan.; Centre of Excellence for Artificial Intelligence, Multimedia University, Cyberjaya, Malaysia.<br /><searchLink fieldCode="AU" term="%22Badshah+A%22">Badshah A</searchLink>; Department of Software Engineering, University of Sargodha, Sargodha, Pakistan. afzalbadshahkhattak@gmail.com.<br /><searchLink fieldCode="AU" term="%22Khan+A%22">Khan A</searchLink>; Institute of Computing Science and Information Technology (ICSIT), University of Science and Technology, Bannu (UST Bannu), Bannu, Pakistan.; University of Lakki Marwat, Lakki Marwat, Khyber Pakhtunkhwa, Pakistan.<br /><searchLink fieldCode="AU" term="%22Alam+MM%22">Alam MM</searchLink>; Faculty of Computing, Multimedia University, Cyberjaya, Malaysia.; Riphah International University, Islamabad, Pakistan.<br /><searchLink fieldCode="AU" term="%22Su'ud+MM%22">Su'ud MM</searchLink>; Faculty of Computing, Multimedia University, Cyberjaya, Malaysia. mazliham@mmu.edu.my. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2026 Feb 01; Vol. 16 (1), pp. 4355. <i>Date of Electronic Publication: </i>2026 Feb 01. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Nature+Publishing+Group%22">Nature Publishing Group </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101563288 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2045-2322 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220452322%22">20452322 </searchLink><i>NLM ISO Abbreviation: </i>Sci Rep <i>Subsets: </i>MEDLINE; PubMed not MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41622280 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1038/s41598-025-34308-5 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 4355 Titles: – TitleFull: Towards intelligent edge computing through reinforcement learning based offloading in public edge as a service. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Jalal A – PersonEntity: Name: NameFull: Farooq U – PersonEntity: Name: NameFull: Rabbi I – PersonEntity: Name: NameFull: Badshah A – PersonEntity: Name: NameFull: Khan A – PersonEntity: Name: NameFull: Alam MM – PersonEntity: Name: NameFull: Su'ud MM IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 02 Text: 2026 Feb 01 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 2045-2322 Numbering: – Type: volume Value: 16 – Type: issue Value: 1 Titles: – TitleFull: Scientific reports Type: main |
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