LLM-enabled adaptive scheduling in IoT sensing for optimized network performance.

Khan MN, Lee S, Lee SS, Shah M, Ullah I, Basheer S, Bashir AK

Open source

DOI: 10.1038/s41598-025-32660-0
Published: 2026 Apr 21
Container: Scientific reports
Publisher: Not recorded
Open access: yes

Credibility signals

uncertain Score 53/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
supportingDirectory of Open Access Journals: A matching record was returned by DOAJ. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1038/s41598-025-32660-0,
  title = {LLM-enabled adaptive scheduling in IoT sensing for optimized network performance.},
  author = {Khan MN and Lee S and Lee SS and Shah M and Ullah I and Basheer S and Bashir AK},
  year = {2026},
  journal = {Scientific reports},
  doi = {10.1038/s41598-025-32660-0},
  url = {https://doi.org/10.1038/s41598-025-32660-0}
}

RIS

TY  - JOUR
TI  - LLM-enabled adaptive scheduling in IoT sensing for optimized network performance.
AU  - Khan MN
AU  - Lee S
AU  - Lee SS
AU  - Shah M
AU  - Ullah I
AU  - Basheer S
AU  - Bashir AK
PY  - 2026
JO  - Scientific reports
DO  - 10.1038/s41598-025-32660-0
UR  - https://doi.org/10.1038/s41598-025-32660-0
ER  -

APA

MN, K., S, L., SS, L., M, S., I, U., S, B., & AK, B. (2026). LLM-enabled adaptive scheduling in IoT sensing for optimized network performance.. Scientific reports. https://doi.org/10.1038/s41598-025-32660-0

Source records

pubmed · retrieved 2026-09-26T14:30:34.725Z
europe-pmc · retrieved 2026-09-26T14:30:34.711Z
doaj · retrieved 2026-09-26T14:30:34.695Z