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Peer-reviewedCC BY 4.0Scientific Reports

DTR-GAT-OPAL: Digital Twin reinforcement learning and graph attention-based openflow prediction for secure cross-cloud SDN resource orchestration

  • S. Manikandan
  • R. Nadhiya Banu
Open at sourceDOICite

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Cite

BibTeXRIS
BibTeX
@article{manikandan2026dtrgatopal,
  title = {{DTR-GAT-OPAL: Digital Twin reinforcement learning and graph attention-based openflow prediction for secure cross-cloud SDN resource orchestration}},
  author = {S. Manikandan and R. Nadhiya Banu},
  journal = {Scientific Reports},
  year = {2026},
  month = nov,
  doi = {10.1038/s41598-026-78699-5},
  url = {https://www.nature.com/articles/s41598-026-78699-5},
  note = {CC BY 4.0},
}
RIS
TY  - JOUR
TI  - DTR-GAT-OPAL: Digital Twin reinforcement learning and graph attention-based openflow prediction for secure cross-cloud SDN resource orchestration
AU  - S. Manikandan
AU  - R. Nadhiya Banu
PY  - 2026
DA  - 2026/11/09
JO  - Scientific Reports
DO  - 10.1038/s41598-026-78699-5
UR  - https://www.nature.com/articles/s41598-026-78699-5
SN  - 2045-2322
ER  -