Load Balancing Algorithm for Migrating Switches in Software-defined Vehicular Networks
In Software-Defined Networks (SDN), the divergence of the control interface from the data plane provides a unique platform to develop a programmable and flexible network. A single controller, due to heavy load traffic triggered by different intelligent devices can not handle due to it’s restricted c...
Gespeichert in:
| Veröffentlicht in: | Computers, materials & continua Jg. 67; H. 1; S. 1301 - 1316 |
|---|---|
| Hauptverfasser: | , , , , , |
| Format: | Journal Article |
| Sprache: | Englisch |
| Veröffentlicht: |
Henderson
Tech Science Press
2021
|
| Schlagworte: | |
| ISSN: | 1546-2226, 1546-2218, 1546-2226 |
| Online-Zugang: | Volltext |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| Abstract | In Software-Defined Networks (SDN), the divergence of the control interface from the data plane provides a unique platform to develop a programmable and flexible network. A single controller, due to heavy load traffic triggered by different intelligent devices can not handle due to it’s restricted capability. To manage this, it is necessary to implement multiple controllers on the control plane to achieve quality network performance and robustness. The flow of data through the multiple controllers also varies, resulting in an unequal distribution of load between different controllers. One major drawback of the multiple controllers is their constant configuration of the mapping of the switch-controller, quickly allowing unequal distribution of load between controllers. To overcome this drawback, Software-Defined Vehicular Networking (SDVN) has evolved as a configurable and scalable network, that has quickly achieved attraction in wireless communications from research groups, businesses, and industries administration. In this paper, we have proposed a load balancing algorithm based on latency for multiple SDN controllers. It acknowledges the evolving characteristics of real-time latency vs. controller loads. By choosing the required latency and resolving multiple overloads simultaneously, our proposed algorithm solves the load-balancing problems with multiple overloaded controllers in the SDN control plane. In addition to the migration, our algorithm has improved 25% latency as compared to the existing algorithms. |
|---|---|
| AbstractList | In Software-Defined Networks (SDN), the divergence of the control interface from the data plane provides a unique platform to develop a programmable and flexible network. A single controller, due to heavy load traffic triggered by different intelligent devices can not handle due to it’s restricted capability. To manage this, it is necessary to implement multiple controllers on the control plane to achieve quality network performance and robustness. The flow of data through the multiple controllers also varies, resulting in an unequal distribution of load between different controllers. One major drawback of the multiple controllers is their constant configuration of the mapping of the switch-controller, quickly allowing unequal distribution of load between controllers. To overcome this drawback, Software-Defined Vehicular Networking (SDVN) has evolved as a configurable and scalable network, that has quickly achieved attraction in wireless communications from research groups, businesses, and industries administration. In this paper, we have proposed a load balancing algorithm based on latency for multiple SDN controllers. It acknowledges the evolving characteristics of real-time latency vs. controller loads. By choosing the required latency and resolving multiple overloads simultaneously, our proposed algorithm solves the load-balancing problems with multiple overloaded controllers in the SDN control plane. In addition to the migration, our algorithm has improved 25% latency as compared to the existing algorithms. |
| Author | Rani, Shalli Jhanjhi, NZ Verma, Sahil Masud, Mehedi Anand, Divya Babbar, Himanshi |
| Author_xml | – sequence: 1 givenname: Himanshi surname: Babbar fullname: Babbar, Himanshi – sequence: 2 givenname: Shalli surname: Rani fullname: Rani, Shalli – sequence: 3 givenname: Mehedi surname: Masud fullname: Masud, Mehedi – sequence: 4 givenname: Sahil surname: Verma fullname: Verma, Sahil – sequence: 5 givenname: Divya surname: Anand fullname: Anand, Divya – sequence: 6 givenname: NZ surname: Jhanjhi fullname: Jhanjhi, NZ |
| BookMark | eNp1kMtPAjEQxhuDiYDePTbxvNjXdtkjEl8J6gHl2pQ-oLi02HZD_O9dxIMx8TSTyffNfPMbgJ4P3gBwidGIEo7YtdqqEUEEjxBmnFQnoI9LxgtCCO_96s_AIKUNQpTTGvXBYhakhjeykV45v4KTZhWiy-sttCHCJ7eKMh_m873Lam0SdB7Og817GU2hjXXeaLgwa6faRkb4bPI-xPd0Dk6tbJK5-KlD8HZ3-zp9KGYv94_TyaxQFNNcdEG5trKsyzFTS2zrCkleV0wTxq1elhJZViNqtJLGYmKwkaqkvMJLSkpaMzoEV8e9uxg-WpOy2IQ2-u6kIGzMGK4JGncqflSpGFKKxgrlcvdX8DlK1wiMxDdD0TEUB4biyLAzoj_GXXRbGT__t3wBfJV2Rg |
| CitedBy_id | crossref_primary_10_1186_s13677_024_00651_7 crossref_primary_10_32604_cmc_2021_018625 crossref_primary_10_1038_s41598_022_18603_z crossref_primary_10_1002_eng2_12801 crossref_primary_10_1007_s11227_022_04591_4 crossref_primary_10_1109_TGCN_2022_3162237 crossref_primary_10_1007_s11276_024_03729_x crossref_primary_10_1007_s11277_024_11479_4 crossref_primary_10_32604_cmc_2021_017394 crossref_primary_10_32604_cmc_2022_018211 crossref_primary_10_32604_cmc_2022_023215 crossref_primary_10_3390_su13179587 crossref_primary_10_1007_s42979_024_03146_z crossref_primary_10_1109_MWC_001_2100318 crossref_primary_10_1155_2022_3145276 crossref_primary_10_1007_s11042_021_11467_x |
| Cites_doi | 10.1016/j.scs.2017.07.007 10.26438/ijcse/v7i1.884889 10.1109/TVT.2019.2948222 10.1166/jctn.2019.8506 10.1109/ACCESS.2017.2684188 10.1109/CC.2018.8543099 10.3390/s19173788 10.1109/TCST.2018.2842044 10.1109/ACCESS.2018.2814738 10.1109/APNOMS.2017.8094139 10.1109/CC.2016.7405730 10.1109/ACCESS.2019.2929651 10.1109/ACCESS.2019.2906683 10.1109/TNSM.2017.2758402 10.1007/s12083-018-0632-6 10.1002/sec.1737 10.25271/2016.4.2.118 10.1109/TVT.2019.2959410 10.1109/MCOM.2018.1701016 10.1109/ACCESS.2020.2995849 |
| ContentType | Journal Article |
| Copyright | 2021. This work is licensed under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
| Copyright_xml | – notice: 2021. This work is licensed under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
| DBID | AAYXX CITATION 7SC 7SR 8BQ 8FD ABUWG AFKRA AZQEC BENPR CCPQU DWQXO JG9 JQ2 L7M L~C L~D PHGZM PHGZT PIMPY PKEHL PQEST PQQKQ PQUKI |
| DOI | 10.32604/cmc.2021.014627 |
| DatabaseName | CrossRef Computer and Information Systems Abstracts Engineered Materials Abstracts METADEX Technology Research Database ProQuest Central (Alumni) ProQuest Central UK/Ireland ProQuest Central Essentials ProQuest Central ProQuest One Community College ProQuest Central Materials Research Database ProQuest Computer Science Collection Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Academic Computer and Information Systems Abstracts Professional ProQuest Central Premium ProQuest One Academic Publicly Available Content Database ProQuest One Academic Middle East (New) ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Academic (retired) ProQuest One Academic UKI Edition |
| DatabaseTitle | CrossRef Publicly Available Content Database Materials Research Database Technology Research Database Computer and Information Systems Abstracts – Academic ProQuest One Academic Middle East (New) ProQuest Central Essentials ProQuest One Academic Eastern Edition ProQuest Computer Science Collection Computer and Information Systems Abstracts ProQuest Central (Alumni Edition) ProQuest One Community College METADEX Computer and Information Systems Abstracts Professional ProQuest Central Engineered Materials Abstracts ProQuest One Academic UKI Edition ProQuest Central Korea ProQuest Central (New) ProQuest One Academic Advanced Technologies Database with Aerospace ProQuest One Academic (New) |
| DatabaseTitleList | Publicly Available Content Database |
| Database_xml | – sequence: 1 dbid: PIMPY name: Publicly Available Content Database url: http://search.proquest.com/publiccontent sourceTypes: Aggregation Database |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Computer Science |
| EISSN | 1546-2226 |
| EndPage | 1316 |
| ExternalDocumentID | 10_32604_cmc_2021_014627 |
| GroupedDBID | AAFWJ AAYXX ACIWK ADMLS AFFHD AFKRA ALMA_UNASSIGNED_HOLDINGS BENPR CCPQU CITATION EBS EJD J9A OK1 P2P PHGZM PHGZT PIMPY RTS TUS 7SC 7SR 8BQ 8FD ABUWG AZQEC DWQXO JG9 JQ2 L7M L~C L~D PKEHL PQEST PQQKQ PQUKI |
| ID | FETCH-LOGICAL-c313t-4626dfa59584cb1f970a6974d246fdb5a0f4903edcaef12e1eac53671b3253943 |
| IEDL.DBID | BENPR |
| ISICitedReferencesCount | 21 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000608576400017&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 1546-2226 1546-2218 |
| IngestDate | Sun Jun 29 12:31:07 EDT 2025 Sat Nov 29 05:53:47 EST 2025 Tue Nov 18 20:59:35 EST 2025 |
| IsDoiOpenAccess | true |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 1 |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c313t-4626dfa59584cb1f970a6974d246fdb5a0f4903edcaef12e1eac53671b3253943 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 |
| OpenAccessLink | https://www.proquest.com/docview/2484419208?pq-origsite=%requestingapplication% |
| PQID | 2484419208 |
| PQPubID | 2048737 |
| PageCount | 16 |
| ParticipantIDs | proquest_journals_2484419208 crossref_citationtrail_10_32604_cmc_2021_014627 crossref_primary_10_32604_cmc_2021_014627 |
| PublicationCentury | 2000 |
| PublicationDate | 2021-00-00 20210101 |
| PublicationDateYYYYMMDD | 2021-01-01 |
| PublicationDate_xml | – year: 2021 text: 2021-00-00 |
| PublicationDecade | 2020 |
| PublicationPlace | Henderson |
| PublicationPlace_xml | – name: Henderson |
| PublicationTitle | Computers, materials & continua |
| PublicationYear | 2021 |
| Publisher | Tech Science Press |
| Publisher_xml | – name: Tech Science Press |
| References | ref12 Ochoa-Aday (ref18) 2016; 5 Hu (ref14) 2018; 15 Nkenyereye (ref15) 2019; 19 Zhou (ref10) 2018; 6 Askar (ref17) 2016; 4 Wang (ref22) 2017; 5 Rana (ref5) 2019; 7 Babbar (ref26) 2019; 16 Li (ref7) 2019; 7 Abdelaziz (ref25) 2018; 56 Sufiev (ref16) 2016 Babbar (ref27) 2020 Chahal (ref3) 2017; 35 Benzekki (ref1) 2016; 9 Belgaum (ref6) 2020; 8 He (ref11) 2018; 13 Zhang (ref4) 2020; 69 Chaudhary (ref23) 2019; 68 Tennakoon (ref20) 2018 Hu (ref21) 2019; 12 Hu (ref8) 2018; 6 Trestian (ref13) 2017; 14 Pietrabissa (ref24) 2019; 27 Al-Tam (ref19) 2019; 7 Fan (ref2) 2017; 28 Cheng (ref9) 2015 |
| References_xml | – volume: 6 start-page: 3919 year: 2018 ident: ref10 article-title: Elastic switch migration for control plane load balancing in SDN publication-title: IEEE Access – start-page: 1 year: 2020 ident: ref27 publication-title: Integration of WSN and IoT for Smart Cities, EAI/Springer Innovations in Communication and Computing – volume: 35 start-page: 830 year: 2017 ident: ref3 article-title: A survey on software-defined networking in vehicular adhoc networks: Challenges, applications and use cases publication-title: Sustainable Cities and Society doi: 10.1016/j.scs.2017.07.007 – volume: 7 start-page: 884 year: 2019 ident: ref5 article-title: Software-defined networking (SDN) challenges, issues and solution publication-title: International Journal of Computer Sciences and Engineering Open Access doi: 10.26438/ijcse/v7i1.884889 – volume: 68 start-page: 12329 year: 2019 ident: ref23 article-title: LOADS: Load optimization and anomaly detection scheme for software-defined networks publication-title: IEEE Transactions on Vehicular Technology doi: 10.1109/TVT.2019.2948222 – volume: 16 start-page: 4236 year: 2019 ident: ref26 article-title: Emerging prospects and trends in software-defined networking publication-title: Journal of Computational and Theoretical Nanoscience doi: 10.1166/jctn.2019.8506 – volume: 5 start-page: 4537 year: 2017 ident: ref22 article-title: A switch migration-based decision-making scheme for balancing load in SDN publication-title: IEEE Access doi: 10.1109/ACCESS.2017.2684188 – start-page: 1 year: 2015 ident: ref9 article-title: DHA: Distributed decisions on the switch migration toward a scalable SDN control plane – volume: 15 start-page: 184 year: 2018 ident: ref14 article-title: Reliable and load balance-aware multi-controller deployment in SDN publication-title: China Communications doi: 10.1109/CC.2018.8543099 – volume: 19 start-page: 1 year: 2019 ident: ref15 article-title: Software-defined network-based vehicular networks: A position paper on their modeling and implementation publication-title: Sensors (Switzerland) doi: 10.3390/s19173788 – volume: 27 start-page: 1924 year: 2019 ident: ref24 article-title: Lyapunov based design of a distributed wardrop load-balancing algorithm with application to software-defined networking publication-title: IEEE Transactions on Control Systems Technology doi: 10.1109/TCST.2018.2842044 – volume: 6 start-page: 15980 year: 2018 ident: ref8 article-title: Multi-controller based software-defined networking: A survey publication-title: IEEE Access doi: 10.1109/ACCESS.2018.2814738 – ident: ref12 doi: 10.1109/APNOMS.2017.8094139 – start-page: 1 year: 2018 ident: ref20 article-title: Q-learning approach for load-balancing in software defined networks – volume: 13 start-page: 140 year: 2018 ident: ref11 article-title: Cloud/fog networking on the internet of vehicles publication-title: China Communications doi: 10.1109/CC.2016.7405730 – volume: 7 start-page: 95998 year: 2019 ident: ref19 article-title: On load balancing via switch migration in software-defined networking publication-title: IEEE Access doi: 10.1109/ACCESS.2019.2929651 – volume: 7 start-page: 39612 year: 2019 ident: ref7 article-title: SDN-based load balancing scheme for multi-controller deployment publication-title: IEEE Access doi: 10.1109/ACCESS.2019.2906683 – volume: 14 start-page: 792 year: 2017 ident: ref13 article-title: OFLoad: An openflow-based dynamic load balancing strategy for data center networks publication-title: IEEE Transactions on Network and Service Management doi: 10.1109/TNSM.2017.2758402 – volume: 5 start-page: 1 year: 2016 ident: ref18 article-title: Discovering the network topology: An efficient approach for SDN publication-title: Advances in Distributed Computing and Artificial Intelligence Journal – volume: 12 start-page: 452 year: 2019 ident: ref21 article-title: EASM: Efficiency-aware switch migration for balancing controller loads in software-defined networking publication-title: Peer-to-Peer Networking and Applications doi: 10.1007/s12083-018-0632-6 – volume: 9 start-page: 5803 year: 2016 ident: ref1 article-title: Software-defined networking (SDN): A survey publication-title: Security and Communication Networks doi: 10.1002/sec.1737 – volume: 28 start-page: 236 year: 2017 ident: ref2 article-title: A survey on software-defined vehicular networks publication-title: Journal of Computers (Taiwan) – volume: 4 start-page: 275 year: 2016 ident: ref17 article-title: Adaptive load balancing scheme for data center networks using software defined network publication-title: Science Journal of the University of Zakho doi: 10.25271/2016.4.2.118 – volume: 69 start-page: 2092 year: 2020 ident: ref4 article-title: Task offloading in vehicular edge computing networks: A load-balancing solution publication-title: IEEE Transactions on Vehicular Technology doi: 10.1109/TVT.2019.2959410 – volume: 56 start-page: 106 year: 2018 ident: ref25 article-title: SDN based load balancing service for cloud servers publication-title: IEEE Communications Magazine doi: 10.1109/MCOM.2018.1701016 – volume: 8 start-page: 612 year: 2020 ident: ref6 article-title: A systematic review of load balancing techniques in software-defined networking publication-title: IEEE Access doi: 10.1109/ACCESS.2020.2995849 – start-page: 1 year: 2016 ident: ref16 article-title: A dynamic load balancing architecture for SDN |
| SSID | ssj0036390 |
| Score | 2.4584742 |
| Snippet | In Software-Defined Networks (SDN), the divergence of the control interface from the data plane provides a unique platform to develop a programmable and... |
| SourceID | proquest crossref |
| SourceType | Aggregation Database Enrichment Source Index Database |
| StartPage | 1301 |
| SubjectTerms | Algorithms Controllers Load Load balancing Load distribution (forces) Network latency Overloading Programmable controllers Software Software-defined networking Stress concentration Switches Vehicles Wireless communications |
| Title | Load Balancing Algorithm for Migrating Switches in Software-defined Vehicular Networks |
| URI | https://www.proquest.com/docview/2484419208 |
| Volume | 67 |
| WOSCitedRecordID | wos000608576400017&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVPQU databaseName: ProQuest Central customDbUrl: eissn: 1546-2226 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0036390 issn: 1546-2226 databaseCode: BENPR dateStart: 20040101 isFulltext: true titleUrlDefault: https://www.proquest.com/central providerName: ProQuest – providerCode: PRVPQU databaseName: Publicly Available Content Database customDbUrl: eissn: 1546-2226 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0036390 issn: 1546-2226 databaseCode: PIMPY dateStart: 20040101 isFulltext: true titleUrlDefault: http://search.proquest.com/publiccontent providerName: ProQuest |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1JT8QgFCY6evDibtzDwYsHnBZoCyfjGk20mbhM9NQwLE6TsaPTqn9faKnLxYunJl1IwwfvPR6P7wNgj5BIKS4IMkwRRBOs0EBqiRLFEi5kqOJaDqh_laQpe3jgPZ9wK31ZZWsTa0OtxtLlyLuYMup2LAN2-PKKnGqU2131EhrTYMYxldEOmDk-S3s3rS0m1v_WRyIjGiNsvVmzUWlDloB25bOjMMThgeNPcaoyPx3Tb7tcO5vzhf_-5iKY92EmPGrGxRKY0sUyWGglHKCf0SugfzUWCh67-kZpnRg8Gj3Z1qrhM7TBLLzOHZOEu3_7kTt4S5gX8NZa7g8x0ehUGxujKtjXw7wuZ4VpU1ReroL787O7kwvkpRaQJCGpkO2AWBkRcRuPyEFoeBKI2C41FKaxUYNIBIbygGglhTYh1qG11xGJk3BAcEQ4JWugU4wLvQ4glUYKHEQ6ZpxKxgRXLtdqtOIyYhpvgG7bz5n0PORODmOU2fVIjUxmkckcMlmDzAbY__ripeHg-OPd7RaXzM_GMvsGZfPvx1tgzrXVpFi2QaeavOkdMCvfq7yc7PrBZa-9y-ve4yeU2dmx |
| linkProvider | ProQuest |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1LTxsxEB7RUKm9FPpSaSn1oT304GbX9u7aB1RBARGRRJGgET0tjh9lJUhoNm3En-pvZLwP2l64ceh1H9au_Wm-8cx4PoD3nCfWKs2pl5ZTkTFLJ8YZmlmZKW1im1ZyQON-NhzK01M1WoHf7VmYUFbZ2sTKUNuZCTHyLhNShIxlJD9f_aBBNSpkV1sJjRoWR-56iVu2cru3h-v7gbGD_ZMvh7RRFaCGx3xBBbrw1utEIfWaSexVFukUvWrLROrtJNGRFyrizhrtfMxcjKYp4WkWTzhLuBIcx30AqwLBLjuwOuoNRt9a28-R76sjmIlIKUP2rBOj6CJFomsuQ8tEFn8K_VqCis3fRPgvD1TkdrD2v03LOjxp3GiyU-P-Kay46TNYayUqSGOxnsO4P9OW7Ib6TYMkTXYuvuPXL84vCTrrZFCEThnh-vGyCPAtSTElx8hMSz13dM959MEtGbvzoirXJcO6aL58AV_v5e9eQmc6m7pXQITxRrMocalUwkiplQ2xZO-sMol0bAO67brmpumzHuQ-LnLcb1VIyBEJeUBCXiNhAz7evnFV9xi549nNFgd5Y23K_A8IXt99-x08OjwZ9PN-b3j0Bh6Hcetw0iZ0FvOf7i08NL8WRTnfaoBN4Oy-QXMD13801A |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Load+Balancing+Algorithm+for+Migrating+Switches+in+Software-defined+Vehicular+Networks&rft.jtitle=Computers%2C+materials+%26+continua&rft.au=Babbar%2C+Himanshi&rft.au=Rani%2C+Shalli&rft.au=Masud%2C+Mehedi&rft.au=Verma%2C+Sahil&rft.date=2021&rft.issn=1546-2226&rft.volume=67&rft.issue=1&rft.spage=1301&rft.epage=1316&rft_id=info:doi/10.32604%2Fcmc.2021.014627&rft.externalDBID=n%2Fa&rft.externalDocID=10_32604_cmc_2021_014627 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1546-2226&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1546-2226&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1546-2226&client=summon |