Intelligent scaling for 6G IoE services for resource provisioning
<div><p>The proposed research motivates the 6G cellular networking for the Internet of Everything’s (IoE) usage empowerment that is currently not compatible with 5G. For 6G, more innovative technological resources are required to be handled by Mobile Edge Computing (MEC). Although the de...
Saved in:
| Main Author: | |
|---|---|
| Other Authors: | , , , |
| Published: |
2021
|
| Subjects: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1864513516738707456 |
|---|---|
| author | Abdullah Alharbi (4173502) |
| author2 | Hashem Alyami (18513249) Poongodi M (18394809) Hafiz Tayyab Rauf (10220516) Seifedine Kadry (8713629) |
| author2_role | author author author author |
| author_facet | Abdullah Alharbi (4173502) Hashem Alyami (18513249) Poongodi M (18394809) Hafiz Tayyab Rauf (10220516) Seifedine Kadry (8713629) |
| author_role | author |
| dc.creator.none.fl_str_mv | Abdullah Alharbi (4173502) Hashem Alyami (18513249) Poongodi M (18394809) Hafiz Tayyab Rauf (10220516) Seifedine Kadry (8713629) |
| dc.date.none.fl_str_mv | 2021-10-26T03:00:00Z |
| dc.identifier.none.fl_str_mv | 10.7717/peerj-cs.755 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/journal_contribution/Intelligent_scaling_for_6G_IoE_services_for_resource_provisioning/25764342 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Information and computing sciences Information systems Intelligent scaling 6G enabled Internet of Everything Resource enhancement 5G Data science Machine learning Deep learning |
| dc.title.none.fl_str_mv | Intelligent scaling for 6G IoE services for resource provisioning |
| dc.type.none.fl_str_mv | Text Journal contribution info:eu-repo/semantics/publishedVersion text contribution to journal |
| description | <div><p>The proposed research motivates the 6G cellular networking for the Internet of Everything’s (IoE) usage empowerment that is currently not compatible with 5G. For 6G, more innovative technological resources are required to be handled by Mobile Edge Computing (MEC). Although the demand for change in service from different sectors, the increase in IoE, the limitation of available computing resources of MEC, and intelligent resource solutions are getting much more significant. This research used IScaler, an effective model for intelligent service placement solutions and resource scaling. IScaler is considered to be made for MEC in Deep Reinforcement Learning (DRL). The paper has considered several requirements for making service placement decisions. The research also highlights several challenges geared by architectonics that submerge an Intelligent Scaling and Placement module.</p><p> </p></div><h2>Other Information</h2> <p> Published in: PeerJ Computer Science<br> License: <a href="https://creativecommons.org/licenses/by/4.0/" target="_blank">https://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.7717/peerj-cs.755" target="_blank">https://dx.doi.org/10.7717/peerj-cs.755</a></p> |
| eu_rights_str_mv | openAccess |
| id | Manara2_c9a7ef463b6e3956076ba3d4704a1b1a |
| identifier_str_mv | 10.7717/peerj-cs.755 |
| network_acronym_str | Manara2 |
| network_name_str | Manara2 |
| oai_identifier_str | oai:figshare.com:article/25764342 |
| publishDate | 2021 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Intelligent scaling for 6G IoE services for resource provisioningAbdullah Alharbi (4173502)Hashem Alyami (18513249)Poongodi M (18394809)Hafiz Tayyab Rauf (10220516)Seifedine Kadry (8713629)Information and computing sciencesInformation systemsIntelligent scaling6G enabled Internet of EverythingResource enhancement5GData scienceMachine learningDeep learning<div><p>The proposed research motivates the 6G cellular networking for the Internet of Everything’s (IoE) usage empowerment that is currently not compatible with 5G. For 6G, more innovative technological resources are required to be handled by Mobile Edge Computing (MEC). Although the demand for change in service from different sectors, the increase in IoE, the limitation of available computing resources of MEC, and intelligent resource solutions are getting much more significant. This research used IScaler, an effective model for intelligent service placement solutions and resource scaling. IScaler is considered to be made for MEC in Deep Reinforcement Learning (DRL). The paper has considered several requirements for making service placement decisions. The research also highlights several challenges geared by architectonics that submerge an Intelligent Scaling and Placement module.</p><p> </p></div><h2>Other Information</h2> <p> Published in: PeerJ Computer Science<br> License: <a href="https://creativecommons.org/licenses/by/4.0/" target="_blank">https://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.7717/peerj-cs.755" target="_blank">https://dx.doi.org/10.7717/peerj-cs.755</a></p>2021-10-26T03:00:00ZTextJournal contributioninfo:eu-repo/semantics/publishedVersiontextcontribution to journal10.7717/peerj-cs.755https://figshare.com/articles/journal_contribution/Intelligent_scaling_for_6G_IoE_services_for_resource_provisioning/25764342CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/257643422021-10-26T03:00:00Z |
| spellingShingle | Intelligent scaling for 6G IoE services for resource provisioning Abdullah Alharbi (4173502) Information and computing sciences Information systems Intelligent scaling 6G enabled Internet of Everything Resource enhancement 5G Data science Machine learning Deep learning |
| status_str | publishedVersion |
| title | Intelligent scaling for 6G IoE services for resource provisioning |
| title_full | Intelligent scaling for 6G IoE services for resource provisioning |
| title_fullStr | Intelligent scaling for 6G IoE services for resource provisioning |
| title_full_unstemmed | Intelligent scaling for 6G IoE services for resource provisioning |
| title_short | Intelligent scaling for 6G IoE services for resource provisioning |
| title_sort | Intelligent scaling for 6G IoE services for resource provisioning |
| topic | Information and computing sciences Information systems Intelligent scaling 6G enabled Internet of Everything Resource enhancement 5G Data science Machine learning Deep learning |