Deep reinforcement learning for collaborative offloading in heterogeneous edge networks

Nguyen, D C; Pathirana, Pubudu; Ding, M; Seneviratne, A

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Deep reinforcement learning for collaborative offloading in heterogeneous edge networks

conference contribution

posted on 2021-01-01, 00:00 authored by D C Nguyen, Pubudu PathiranaPubudu Pathirana, M Ding, A Seneviratne

Deep reinforcement learning for collaborative offloading in heterogeneous edge networks

History

Event

Cluster, Cloud and Internet Computing. Symposium (2021 : 21st : Melbourne, Victoria)

Pagination

297 - 303

Publisher

IEEE

Location

Melbourne, Victoria

Place of publication

Piscataway, N.J.

Publisher DOI

https://doi.org/10.1109/CCGrid51090.2021.00039

Start date

2021-05-10

End date

2021-05-13

ISBN-13

9781728195865

Language

eng

Publication classification

E1 Full written paper - refereed

Title of proceedings

CCGrid 2021 : Proceedings of the IEEE/ACM 21st International Symposium on Cluster, Cloud and Internet Computing

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Keywords

Mobile edge computing task offloading system utility deep reinforcement learning Science & Technology Technology Computer Science, Information Systems Computer Science, Theory & Methods Computer Science RESOURCE-ALLOCATION MOBILE

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File(s) under permanent embargo

Deep reinforcement learning for collaborative offloading in heterogeneous edge networks

History

Event

Pagination

Publisher

Location

Place of publication

Publisher DOI

Start date

End date

ISBN-13

Language

Publication classification

Title of proceedings

Usage metrics

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Keywords

Licence

Exports