An energy-efficient topology-aware virtual machine placement in Cloud Datacenters: A multi-objective discrete JAYA optimization
By the advent of cloud computing and the numerous related web applications, data center networks (DCNs) are becoming complex to provide all-to-all communications between underlying devices; it is done by spending a huge amount of electricity consumption. Energy consumption management is the first cl...
Uloženo v:
| Vydáno v: | Sustainable computing informatics and systems Ročník 38; s. 100856 |
|---|---|
| Hlavní autor: | |
| Médium: | Journal Article |
| Jazyk: | angličtina |
| Vydáno: |
Elsevier Inc
01.04.2023
|
| Témata: | |
| ISSN: | 2210-5379 |
| On-line přístup: | Získat plný text |
| Tagy: |
Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
|
| Abstract | By the advent of cloud computing and the numerous related web applications, data center networks (DCNs) are becoming complex to provide all-to-all communications between underlying devices; it is done by spending a huge amount of electricity consumption. Energy consumption management is the first class concern for cloud providers in this energy hungry devices and also for the green computing goals. In the large DCs, the power management of hundreds or even many thousands idle switches can be a promising approach toward overall cost reduction. The virtual machine placement (VMP) scheme which is aware of both VMs affinity and underlying network topology for co-hosting dependent VMs as physically near as possible and lowering down power state of idle devices can enhance sustainability objectives. On the other hand, resource wastage lowers system utilization which leads more physical server usage causing more power consumption as a consequence. To address the issue, this paper presents an energy-efficient topology-aware VM placement scheme in the cloud DCs which is formulated to a multi-objective optimization problem with power consumption and resource wastage minimization perspective. To deal with this combinatorial problem, an advanced multi-objective discrete version of JAYA (MOD-JAYA) algorithm is presented since the search space of VMP is discrete in nature. The proposed algorithm is validated by intensively variable circumstances and simulations upon conducted scenarios. The simulation results prove the superiority of the proposed advanced MOD-JAYA algorithm in solving VMP problem in comparison with other existing schemes in terms of prominent assessment metrics.
•It presents server power consumption model by contributing processors as the chief electricity consumer.•It presents DCNs’ power consumption model by contributing switches as variable electricity consumer between network elements.•It presents server dissipation model by considering processor and memory utilization.•It formulates VMP problem into a multi-objective optimization model with power consumption and resource dissipation perspective.•It presents an advanced multi-objective discrete JAYA optimization algorithm to solve the stated problem. |
|---|---|
| AbstractList | By the advent of cloud computing and the numerous related web applications, data center networks (DCNs) are becoming complex to provide all-to-all communications between underlying devices; it is done by spending a huge amount of electricity consumption. Energy consumption management is the first class concern for cloud providers in this energy hungry devices and also for the green computing goals. In the large DCs, the power management of hundreds or even many thousands idle switches can be a promising approach toward overall cost reduction. The virtual machine placement (VMP) scheme which is aware of both VMs affinity and underlying network topology for co-hosting dependent VMs as physically near as possible and lowering down power state of idle devices can enhance sustainability objectives. On the other hand, resource wastage lowers system utilization which leads more physical server usage causing more power consumption as a consequence. To address the issue, this paper presents an energy-efficient topology-aware VM placement scheme in the cloud DCs which is formulated to a multi-objective optimization problem with power consumption and resource wastage minimization perspective. To deal with this combinatorial problem, an advanced multi-objective discrete version of JAYA (MOD-JAYA) algorithm is presented since the search space of VMP is discrete in nature. The proposed algorithm is validated by intensively variable circumstances and simulations upon conducted scenarios. The simulation results prove the superiority of the proposed advanced MOD-JAYA algorithm in solving VMP problem in comparison with other existing schemes in terms of prominent assessment metrics.
•It presents server power consumption model by contributing processors as the chief electricity consumer.•It presents DCNs’ power consumption model by contributing switches as variable electricity consumer between network elements.•It presents server dissipation model by considering processor and memory utilization.•It formulates VMP problem into a multi-objective optimization model with power consumption and resource dissipation perspective.•It presents an advanced multi-objective discrete JAYA optimization algorithm to solve the stated problem. |
| ArticleNumber | 100856 |
| Author | Hosseini Shirvani, Mirsaeid |
| Author_xml | – sequence: 1 givenname: Mirsaeid surname: Hosseini Shirvani fullname: Hosseini Shirvani, Mirsaeid email: mirsaeid_hosseini@iausari.ac.ir organization: Department of Computer Engineering, Sari Branch, Islamic Azad University, Sari, Iran |
| BookMark | eNqFkLtOxDAQRV2AxGv_gMI_kMWPTUgokKLlLSQaKKgsxx7DrBJ7ZXsXQcOvk2WpKGCaka7mXs09B2THBw-EHHM25YxXJ4tpWiUThqlgQo4Sq8tqh-wLwVlRytNmj0xSWrBxyoo3crZPPltPwUN8eS_AOTQIPtMclqEPo6TfdAS6xphXuqeDNq_ogS57bWDYHKKn8z6sLL3QedR8hpjOaEuHVZ-xCN0CTMY1UIvJRMhA79rnloZlxgE_dMbgj8iu032Cyc8-JE9Xl4_zm-L-4fp23t4XRrIqF6aaMda4zpTSSFGe1ry2Y0dupTO1qwwTte00qxrLhGtqVgLrGMyEcLYruWzkIZltc00MKUVwahlx0PFdcaY27NRCbdmpDTu1ZTfazn7ZDObvx3PU2P9nPt-aYSy2RogqbfgasBhHMMoG_DvgC8CDk1U |
| CitedBy_id | crossref_primary_10_1007_s10586_023_04204_6 crossref_primary_10_7717_peerj_cs_2139 crossref_primary_10_1007_s10723_025_09808_3 crossref_primary_10_1007_s13369_025_10196_9 crossref_primary_10_1109_ACCESS_2024_3355092 |
| Cites_doi | 10.1007/s40747-021-00368-z 10.1109/JSAC.2014.140102 10.1007/s00521-020-04955-y 10.3390/electronics8030283 10.1109/4235.996017 10.1109/INFCOM.2010.5461930 10.1007/s10586-018-2869-5 10.1109/INFCOM.2007.299 10.1016/j.future.2013.12.034 10.1007/BF02009683 10.1007/s10586-012-0227-6 10.1016/j.eswa.2015.03.035 10.4018/IJISP.2019010101 10.1016/j.comcom.2014.02.008 10.1109/Confluence51648.2021.9377050 10.1080/0952813X.2015.1020519 10.1109/CCGRID.2010.38 10.1145/1402958.1402967 10.1016/j.jksuci.2018.07.001 10.1007/s11227-021-04018-6 10.1016/0196-6774(85)90018-5 10.1145/863956.863959 10.1016/j.jcss.2013.02.004 10.1007/s10586-021-03481-3 10.1007/s00500-017-2905-z 10.1145/1594977.1592577 10.23919/CNSM46954.2019.9012694 10.1007/s11227-021-03760-1 10.1109/CLOUD.2010.25 10.1109/MITP.2018.053891338 10.1016/j.jpdc.2011.01.004 10.1016/j.asoc.2018.01.039 10.1016/S1005-8885(14)60302-2 10.1145/1402946.1402968 10.1007/978-0-387-30162-4 10.1016/j.future.2011.12.002 10.1016/j.eswa.2014.03.039 10.1016/j.future.2011.04.017 10.1145/1851290.1851302 10.1007/s00500-020-05523-1 10.1016/j.simpat.2013.04.007 |
| ContentType | Journal Article |
| Copyright | 2023 Elsevier Inc. |
| Copyright_xml | – notice: 2023 Elsevier Inc. |
| DBID | AAYXX CITATION |
| DOI | 10.1016/j.suscom.2023.100856 |
| DatabaseName | CrossRef |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Computer Science |
| ExternalDocumentID | 10_1016_j_suscom_2023_100856 S2210537923000112 |
| GroupedDBID | --K --M .~1 0R~ 1~. 4.4 457 4G. 7-5 8P~ AACTN AAEDT AAEDW AAHCO AAIAV AAIKJ AAKOC AALRI AAOAW AARJD AAXUO AAYFN ABBOA ABMAC ABXDB ABYKQ ACDAQ ACGFS ACNNM ACRLP ACZNC ADBBV ADEZE ADMUD AEBSH AEKER AFKWA AFTJW AGHFR AGUBO AGYEJ AHZHX AIALX AIEXJ AIKHN AITUG AJBFU AJOXV ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AOUOD AXJTR BELTK BKOJK BLXMC EBS EFJIC EFLBG EJD FDB FIRID FNPLU FYGXN GBLVA GBOLZ HZ~ J1W JARJE KOM M41 MO0 N9A O-L O9- OAUVE P-8 P-9 PC. Q38 RIG ROL SDF SES SPC SPCBC SSR SSV SSZ T5K ~G- AAQFI AATTM AAXKI AAYWO AAYXX ABJNI ABWVN ACLOT ACRPL ADNMO AEIPS AFJKZ AIIUN ANKPU APXCP CITATION EFKBS ~HD |
| ID | FETCH-LOGICAL-c306t-c64009fbc53c3257818d2021d3fc8f6c028dba069d02f9805e0b0e422fdb51393 |
| ISICitedReferencesCount | 24 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000997610800001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 2210-5379 |
| IngestDate | Tue Nov 18 22:41:12 EST 2025 Wed Nov 05 20:44:43 EST 2025 Fri Feb 23 02:35:52 EST 2024 |
| IsPeerReviewed | false |
| IsScholarly | true |
| Keywords | Topology-aware Scheme Cloud computing Multi-objective optimization algorithm JAYA optimization algorithm Virtual machine placement Data center networks |
| Language | English |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-c306t-c64009fbc53c3257818d2021d3fc8f6c028dba069d02f9805e0b0e422fdb51393 |
| ParticipantIDs | crossref_primary_10_1016_j_suscom_2023_100856 crossref_citationtrail_10_1016_j_suscom_2023_100856 elsevier_sciencedirect_doi_10_1016_j_suscom_2023_100856 |
| PublicationCentury | 2000 |
| PublicationDate | April 2023 2023-04-00 |
| PublicationDateYYYYMMDD | 2023-04-01 |
| PublicationDate_xml | – month: 04 year: 2023 text: April 2023 |
| PublicationDecade | 2020 |
| PublicationTitle | Sustainable computing informatics and systems |
| PublicationYear | 2023 |
| Publisher | Elsevier Inc |
| Publisher_xml | – name: Elsevier Inc |
| References | Mahadevan, Sharma, Banerjee, Ranganathan (bib59) 2009 Saeedi (bib38) 2019; Vol. 5 Deb, Pratap, Agarwal, Meyarivan (bib77) 2002; vol. 6 Cisco (bib24) 2010 Hosseini Shirvani, Rahmani, Sahafi (bib16) 2020; 32 DONG, WANG, LI, CHENG (bib48) 2014; 21 Gao, Guan, Qi, Hou, Liu (bib43) 2013; 79 Hosseini Shirvani, Masdari (bib80) 2022; vol. 100640 Reddy, Ravindranath (bib10) 2019 Kumar, Sharma, Goel (bib76) 2020; 32 Rao, Rai, Balic (bib66) 2018; vol. (61) Gharehpasha, Masdari (bib57) 2020 Yue (bib50) 1991; 7 Kumar, Sharma (bib73) 2018 M. Kumar, K. Dubey and R. Pandey, "Evolution of Emerging Computing paradigm Cloud to Fog: Applications, Limitations and Research Challenges," 2021 11th International Conference on Cloud Computing, Data Science & Engineering (Confluence), 2021, pp. 257–261, doi Al-Moalmi, Luo, Salah, Li (bib69) 2019; 8 Guo, Lu, Li, Wu, Zhang, Shi, Lu (bib21) 2009; 39 Chaurasia, Kumar, Chaudhry (bib72) 2021; 77 Jafari Navimipour (bib25) 2015; 42 Addya, Turuk, Sahoo, Sarkar, Biswash (bib44) 2017; 20 Goiri, Berral, Fito (bib41) 2012; 2012 Lin, Chen, Lin (bib42) 2014; 37 Yousefipour, Rahmani, Jahanshahi (bib32) 2018; 48 Saeedi P., Hosseini S.M. (2021) An improved thermodynamic simulated annealing-based approach for resource-skewness-aware and power-efficient virtual machine consolidation in cloud datacenters. Soft Comput. https:// doi. org/ 10. 1007/ s00500- 020- 05523–1. Wei, Hu, Wang (bib29) 2020 Al-Tarazi, Chang (bib30) 2019; 22 Schott, J.R. (1995). Fault tolerant design using single and multicriteria genetic algorithm optimization (No. AFIT/CI/CIA-95–039). AIR FORCE INST OF TECH WRIGHT-PATTERSON AFB OH. Masdari M., Gharehpasha S., Ghobaei-Arani M., Ghasemi V. (2019) Bio-inspired virtual machine placement schemes in cloud computing environment: taxonomy, review, and future research directions. Cluster Comput. https://doi.org/10.1007/s1058 6–019-03026 -9. Rizvandi, N.B., Taheri, J., Zomaya, A.Y., Lee, Y.C., 2010. Linear of combination of DVFS-enabled processors frequencies to modify the energy-aware scheduling algorithm. In: 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing. Guérout, Monteil, Da Costa, Calheiros, Buyya, Alexandru (bib17) 2013; 39 Malekloo, Kara, El Barachi (bib2) 2018; 17 Van Heddeghem, Lambert, Lannoo, Colle, Pickavet, Demeester (bib11) 2014; 50 . Chandio, Tziritas, Chandio, Xu C-Zhong (bib40) 2019 Mokaripoor, Hosseini Shirvani (bib84) 2016; 3 Armbrust, Fox, Griffith, Joseph, Katz, Konwinski, Lee, Patterson, Rabkin, Stoica, Zaharia (bib8) 2009 Javadian Kootanaee, Poor Aghajan, Hosseini (bib78) 2021; 14 Reddy, Gangadharan, Rao (bib47) 2019; 23 Garg, Yeo, Buyya (bib1) 2011 Dashti, Rahmani (bib45) 2016; 28 Asghari Alaie, Hosseini Shirvani, Rahmani (bib83) 2022 Warid Warid, Hashim Hizam, Norman Mariun, Noor Izzri Abdul Wahab, A novel quasi oppositional modified Jaya algorithm for multi-objective optimal power flow solution, Applied Soft Computing Journal https://doi.org/10.1016/j.asoc.2018.01.039. Parvizi, Rezvani (bib31) 2020 Mills, M. 2013. The cloud begins with coal-an overview of the electricity used by the global digital ecosystem. Tech. Rep, Digital Power Group, Washington D.C, USA. Hosseini Shirvani, Ghojoghi (bib18) 2018; 3 Rizvandi, Taheri, Zomaya (bib14) 2011; 71 Guo, Wu, Tan, Shi, Zhang, Lu (bib52) 2008; vol. 38 Deb, K. (2001). Multi-objective optimization using evolutionary algorithms (Vol. 16). John Wiley & Sons. ISBN: 978–0-471–87339-6. Hosseini Shirvani, Rahmani, Sahafi (bib7) 2018; 48 Srinivasarathnam, Yammani, Maheswarapu (bib68) 2018 Hosseini Shirvani (bib46) 2020; 9 Farzai, Hosseini Shirvani, Rabbani (bib28) 2020 Beloglazov, Abawajy, Buyya (bib56) 2012; 28 Kumar, Sharma (bib74) 2017 Wang, Zhang, Aroca, Vasilakos, Zheng, Hou, Li, Liu (bib55) 2014; VOL. 32 Yadav, Tripathi, Sharma (bib81) 2022; vol. 25 Heller, Seetharaman, Mahadevan, Yiakoumis, Sharma, Banerjee, McKeown (bib51) 2010; Vol. 10 Khan, Zomaya (bib6) 2015 Niranjan Mysore, Pamboris, Farrington, Huang, Miri, Radhakrishnan, Vahdat (bib23) 2009; Vol. 39 Reddy, Setz, Rao, Gangadharan, Aiello (bib13) 2018; 20 Gupta, M., Singh, S. (2007). Using low-power modes for energy conservation in ethernet lans, in INFOCOM 2007. 26th IEEE International Conference on Computer Communications. IEEE, may 2007, pp. 2451–2455. Jian-ping, Li, Min-rong (bib63) 2014; 41 Yadav, Tripathi, Sharma (bib82) 2022; vol. 78 vol. 38, pp. 63–74, Aug. 2008. Gupta, M., Singh, S.(2003) Greening of the internet,” in Proceedings of the 2003 conference on Applications, technologies, architectures, and protocols for computer communications,ser. SIGCOMM’03. New York, NY, USA: ACM, 2003, pp. 19–26. [Online]. Available:http://doi.acm.org/10.1145/863955.863959. Hosseinzadeh, Hosseini Shirvani (bib65) 2015; 2 Hermenier, Lorca, Menaud, Muller, Lawall (bib34) 2009 Mahadevan, P., Banerjee,S., Sharma,P. (2010, August). Energy Proportionality of an Enterprise Network, Publication:Green Networking '10: Proceedings of the first ACM SIGCOMM workshop on Green networking. August 2010 Pages 53–60. https://doi.org/10.1145/1851290.1851302. Sharma, Saini (bib70) 2019; 13 Kliazovich, Bouvry, Khan (bib4) 2013; 16 Al-Fares, M., Loukissas, A., Vahdat. A., (2008, August). “A scalable, commodity data center network architecture,” in Abdessamia, Zhang, Tian (bib49) 2019 Van, H.N., Tran, F.D., & Menaud, J.M. (2010, July). Performance and power management for cloud infrastructures. In 2010 IEEE 3rd international Conference on Cloud Computing (pp. 329–336). IEEE. https://doi.org/10.1109/CLOUD.2010.25. Kao, M.Y. (Ed.). (2008). Encyclopedia of algorithms. Springer Science & Business Media. ISBN: 978–0-387–30162-4. Rao (bib54) 2016; 7 Meng, X., Pappas, V., & Zhang, L. (2010, March). Improving the scalability of data center networks with traffic-aware virtual machine placement. In 2010 Proceedings IEEE INFOCOM (pp. 1–9). IEEE. www.cmlab.csie.ntu.edu.tw/∼freetempo/files/Traffic-aware_VM_Placement.pdf. Aslan, Karaboga (bib3) 2020; Vol. 88 Kachris, Tomkos (bib9) 2013; 16 Greenberg, Hamilton, Jain, Kandula, Kim, Lahiri, Sengupta (bib20) 2009; Vol. 39 Van Veldhuizen, D.A. (1999). Multiobjective evolutionary algorithms: classifications, analyses, and new innovations (No. AFIT/DS/ENG/99–01). AIR FORCE INST OF TECH WRIGHT-PATTERSONAFB OH SCHOOL OF ENGINEERING. Jin, H., Pan, D., Xu, J., Pissinou, N.(2012, Dec). Efficient VM Placement with Multiple Deterministic and Stochastic Resources in Data Centers, 2012 IEEE Global communications conference(GLOBECOM). Dodoo, J.R., Sun, W., Zhu, F., Hu, W. (2019, Oct). Energy Consumption of Hybrid Data Center Networks. Published in: 2019 15th International Conference on Network and Service Management (CNSM). Baker (bib37) 1985; 6 Hosseini Sayadnavard, Toroghi Haghighat (bib19) 2018; 6 Grit, Irwin, Yumerefendi, Chase (bib36) 2006 Ramzanpoor, Hosseini Shirvani, Golsorkhtabaramiri (bib79) 2022; Vol. 8 10.1016/j.suscom.2023.100856_bib75 Rao (10.1016/j.suscom.2023.100856_bib66) 2018; vol. (61) Garg (10.1016/j.suscom.2023.100856_bib1) 2011 10.1016/j.suscom.2023.100856_bib35 Ramzanpoor (10.1016/j.suscom.2023.100856_bib79) 2022; Vol. 8 Hosseini Sayadnavard (10.1016/j.suscom.2023.100856_bib19) 2018; 6 10.1016/j.suscom.2023.100856_bib33 Yadav (10.1016/j.suscom.2023.100856_bib82) 2022; vol. 78 Hermenier (10.1016/j.suscom.2023.100856_bib34) 2009 10.1016/j.suscom.2023.100856_bib39 Khan (10.1016/j.suscom.2023.100856_bib6) 2015 Wang (10.1016/j.suscom.2023.100856_bib55) 2014; VOL. 32 Chaurasia (10.1016/j.suscom.2023.100856_bib72) 2021; 77 Javadian Kootanaee (10.1016/j.suscom.2023.100856_bib78) 2021; 14 Hosseini Shirvani (10.1016/j.suscom.2023.100856_bib16) 2020; 32 Kumar (10.1016/j.suscom.2023.100856_bib73) 2018 Niranjan Mysore (10.1016/j.suscom.2023.100856_bib23) 2009; Vol. 39 Rao (10.1016/j.suscom.2023.100856_bib54) 2016; 7 Guo (10.1016/j.suscom.2023.100856_bib21) 2009; 39 Baker (10.1016/j.suscom.2023.100856_bib37) 1985; 6 Yousefipour (10.1016/j.suscom.2023.100856_bib32) 2018; 48 Hosseini Shirvani (10.1016/j.suscom.2023.100856_bib80) 2022; vol. 100640 Aslan (10.1016/j.suscom.2023.100856_bib3) 2020; Vol. 88 Cisco (10.1016/j.suscom.2023.100856_bib24) 2010 10.1016/j.suscom.2023.100856_bib71 Wei (10.1016/j.suscom.2023.100856_bib29) 2020 10.1016/j.suscom.2023.100856_bib64 Gao (10.1016/j.suscom.2023.100856_bib43) 2013; 79 10.1016/j.suscom.2023.100856_bib62 10.1016/j.suscom.2023.100856_bib61 Kumar (10.1016/j.suscom.2023.100856_bib74) 2017 Guo (10.1016/j.suscom.2023.100856_bib52) 2008; vol. 38 10.1016/j.suscom.2023.100856_bib67 10.1016/j.suscom.2023.100856_bib22 Parvizi (10.1016/j.suscom.2023.100856_bib31) 2020 10.1016/j.suscom.2023.100856_bib27 10.1016/j.suscom.2023.100856_bib26 Jafari Navimipour (10.1016/j.suscom.2023.100856_bib25) 2015; 42 Guérout (10.1016/j.suscom.2023.100856_bib17) 2013; 39 DONG (10.1016/j.suscom.2023.100856_bib48) 2014; 21 Yue (10.1016/j.suscom.2023.100856_bib50) 1991; 7 Heller (10.1016/j.suscom.2023.100856_bib51) 2010; Vol. 10 Hosseinzadeh (10.1016/j.suscom.2023.100856_bib65) 2015; 2 Al-Tarazi (10.1016/j.suscom.2023.100856_bib30) 2019; 22 Reddy (10.1016/j.suscom.2023.100856_bib13) 2018; 20 10.1016/j.suscom.2023.100856_bib60 10.1016/j.suscom.2023.100856_bib53 10.1016/j.suscom.2023.100856_bib5 10.1016/j.suscom.2023.100856_bib12 Jian-ping (10.1016/j.suscom.2023.100856_bib63) 2014; 41 Kachris (10.1016/j.suscom.2023.100856_bib9) 2013; 16 Saeedi (10.1016/j.suscom.2023.100856_bib38) 2019; Vol. 5 Reddy (10.1016/j.suscom.2023.100856_bib47) 2019; 23 Kumar (10.1016/j.suscom.2023.100856_bib76) 2020; 32 Hosseini Shirvani (10.1016/j.suscom.2023.100856_bib7) 2018; 48 10.1016/j.suscom.2023.100856_bib15 10.1016/j.suscom.2023.100856_bib58 Beloglazov (10.1016/j.suscom.2023.100856_bib56) 2012; 28 Gharehpasha (10.1016/j.suscom.2023.100856_bib57) 2020 Goiri (10.1016/j.suscom.2023.100856_bib41) 2012; 2012 Addya (10.1016/j.suscom.2023.100856_bib44) 2017; 20 Hosseini Shirvani (10.1016/j.suscom.2023.100856_bib46) 2020; 9 Hosseini Shirvani (10.1016/j.suscom.2023.100856_bib18) 2018; 3 Dashti (10.1016/j.suscom.2023.100856_bib45) 2016; 28 Chandio (10.1016/j.suscom.2023.100856_bib40) 2019 Al-Moalmi (10.1016/j.suscom.2023.100856_bib69) 2019; 8 Van Heddeghem (10.1016/j.suscom.2023.100856_bib11) 2014; 50 Mahadevan (10.1016/j.suscom.2023.100856_bib59) 2009 Malekloo (10.1016/j.suscom.2023.100856_bib2) 2018; 17 Kliazovich (10.1016/j.suscom.2023.100856_bib4) 2013; 16 Rizvandi (10.1016/j.suscom.2023.100856_bib14) 2011; 71 Deb (10.1016/j.suscom.2023.100856_bib77) 2002; vol. 6 Sharma (10.1016/j.suscom.2023.100856_bib70) 2019; 13 Mokaripoor (10.1016/j.suscom.2023.100856_bib84) 2016; 3 Grit (10.1016/j.suscom.2023.100856_bib36) 2006 Reddy (10.1016/j.suscom.2023.100856_bib10) 2019 Lin (10.1016/j.suscom.2023.100856_bib42) 2014; 37 Abdessamia (10.1016/j.suscom.2023.100856_bib49) 2019 Greenberg (10.1016/j.suscom.2023.100856_bib20) 2009; Vol. 39 Srinivasarathnam (10.1016/j.suscom.2023.100856_bib68) 2018 Armbrust (10.1016/j.suscom.2023.100856_bib8) 2009 Yadav (10.1016/j.suscom.2023.100856_bib81) 2022; vol. 25 Asghari Alaie (10.1016/j.suscom.2023.100856_bib83) 2022 Farzai (10.1016/j.suscom.2023.100856_bib28) 2020 |
| References_xml | – volume: 3 start-page: 18 year: 2018 end-page: 24 ident: bib18 article-title: Server consolidation schemes in cloud computing environment: a review publication-title: Eur. J. Eng. Res. Sci. 1 – start-page: 41 year: 2009 end-page: 50 ident: bib34 article-title: Entropy: a consolidation manager for clusters publication-title: In Proceedings of the 2009 ACM SIGPLAN/SIGOPS international conference on Virtual execution environments – start-page: 491 year: 2011 end-page: 502 ident: bib1 article-title: Green Cloud Framework for Improving Carbon Efficiency of Clouds publication-title: European Conference on Parallel Processing – start-page: 2009 year: 2009 ident: bib59 article-title: A power benchmarking framework for network devices publication-title: IFIP Int. Fed. Inf. Process. – volume: 39 start-page: 63 year: 2009 end-page: 74 ident: bib21 article-title: BCube: a high performance, server-centric network architecture for modular data centers publication-title: ACM SIGCOMM Comput. Commun. Rev. – volume: 28 start-page: 97 year: 2016 end-page: 112 ident: bib45 article-title: Dynamic VMs placement for energy efficiency by PSO in cloud computing publication-title: J. Exp. Theor. Artif. Intell. – volume: vol. 6 start-page: 182 year: 2002 end-page: 197 ident: bib77 article-title: A fast and elitist multiobjective genetic algorithm: NSGA-II publication-title: " IEEE Trans. Evolut. Comput. – volume: 20 start-page: 57 year: 2018 end-page: 67 ident: bib13 article-title: Best practices for sustainable datacenter publication-title: IT Prof. – volume: 8 start-page: 283 year: 2019 ident: bib69 article-title: Optimal virtual machine placement based on grey wolf optimization publication-title: Electronics – volume: 71 start-page: 1154 year: 2011 end-page: 1164 ident: bib14 article-title: Some observations on optimal frequency selection in DVFS-based energy consumption minimization publication-title: J. Parallel Distrib. Comput. – reference: Deb, K. (2001). Multi-objective optimization using evolutionary algorithms (Vol. 16). John Wiley & Sons. ISBN: 978–0-471–87339-6. – reference: Meng, X., Pappas, V., & Zhang, L. (2010, March). Improving the scalability of data center networks with traffic-aware virtual machine placement. In 2010 Proceedings IEEE INFOCOM (pp. 1–9). IEEE. www.cmlab.csie.ntu.edu.tw/∼freetempo/files/Traffic-aware_VM_Placement.pdf. – volume: vol. 38 start-page: 75 year: 2008 end-page: 86 ident: bib52 article-title: (2008, August). “DCell:ascalable and fault-tolerant network structure for data centers,” publication-title: ACMSIGCOMMComputer Commun. Rev. – reference: Van, H.N., Tran, F.D., & Menaud, J.M. (2010, July). Performance and power management for cloud infrastructures. In 2010 IEEE 3rd international Conference on Cloud Computing (pp. 329–336). IEEE. https://doi.org/10.1109/CLOUD.2010.25. – year: 2020 ident: bib57 article-title: A discrete chaotic multi-objective SCA-ALO optimization algorithm for an optimal virtual machine placement in cloud data center publication-title: J. Ambient Intell. Hum. Comput. – volume: 2 start-page: 1431 year: 2015 end-page: 1434 ident: bib65 article-title: Optimizing energy consumption in clouds by using genetic algorithm publication-title: J. Multidiscip. Eng. Sci. Technol. – volume: 6 start-page: 236 year: 2018 end-page: 244 ident: bib19 article-title: Toward an enhanced dynamic VM consolidation for Cloud Datacenters using continuous Time Markov Chain publication-title: J. Inf. Syst. Telecommun. – volume: 6 start-page: 49 year: 1985 end-page: 70 ident: bib37 article-title: A new proof for the first-fit decreasing bin-packing algorithm publication-title: J. Algorithms – volume: 14 start-page: 180 year: 2021 end-page: 201 ident: bib78 article-title: Ahybrid model based on machine learning and genetic algorithm for detecting fraud in financial statements publication-title: J. Optim. Ind. Eng. – year: 2009 ident: bib8 article-title: Above the Clouds: A Berkeley View of Cloud Computing – year: 2020 ident: bib31 article-title: Utilization-aware energy-efficient virtual machine placement in cloud networks using NSGA-III meta-heuristic approach publication-title: Clust. Comput. – reference: Dodoo, J.R., Sun, W., Zhu, F., Hu, W. (2019, Oct). Energy Consumption of Hybrid Data Center Networks. Published in: 2019 15th International Conference on Network and Service Management (CNSM). – volume: 3 start-page: 4740 year: 2016 end-page: 4743 ident: bib84 article-title: A State of The Art Survey on DVFS Techniqus in Cloud Computing Environment," in publication-title: Journal of Multidisciplinary Enginnering Science and Technology – volume: 39 start-page: 76 year: 2013 end-page: 91 ident: bib17 article-title: Energy-aware simulation with DVFS publication-title: Simul. Model. Pract. Theory – volume: 77 start-page: 11682 year: 2021 end-page: 11737 ident: bib72 article-title: Comprehensive survey on energy-aware server consolidation techniques in cloud computing publication-title: J. Supercomput – volume: 48 start-page: 449 year: 2018 end-page: 485 ident: bib7 article-title: An iterative mathematical decision model for cloud migration: A cost and security risk approach publication-title: Softw.: Pract. Exp. – reference: Van Veldhuizen, D.A. (1999). Multiobjective evolutionary algorithms: classifications, analyses, and new innovations (No. AFIT/DS/ENG/99–01). AIR FORCE INST OF TECH WRIGHT-PATTERSONAFB OH SCHOOL OF ENGINEERING. – year: 2017 ident: bib74 article-title: Deadline constrained based dynamic load balancing algorithm with elasticity in cloud environment publication-title: Comput. Electr. Eng. – volume: VOL. 32 year: 2014 ident: bib55 article-title: GreenDCN: a general framework for achieving energy efficiency in data center networks publication-title: IEEE J. Sel. AREAS Commun. – volume: 7 start-page: 321 year: 1991 end-page: 331 ident: bib50 article-title: A simple proof of the inequality FFD (L)≤ 11/9 OPT (L)+ 1,∀ L for the FFD bin-packing algorithm publication-title: Acta Math. Appl. Sin. – reference: Al-Fares, M., Loukissas, A., Vahdat. A., (2008, August). “A scalable, commodity data center network architecture,” in – year: 2020 ident: bib29 article-title: Exact algorithms for energy-efficient virtual machine placement in data centers publication-title: Future Gener. Comput. Syst. – volume: Vol. 39 start-page: 39 year: 2009 end-page: 50 ident: bib23 article-title: Portland: a scalable fault-tolerant layer 2 data center network fabric publication-title: In ACM SIGCOMM Computer Communication Review – reference: Gupta, M., Singh, S.(2003) Greening of the internet,” in Proceedings of the 2003 conference on Applications, technologies, architectures, and protocols for computer communications,ser. SIGCOMM’03. New York, NY, USA: ACM, 2003, pp. 19–26. [Online]. Available:http://doi.acm.org/10.1145/863955.863959. – reference: , vol. 38, pp. 63–74, Aug. 2008. – start-page: 7 year: 2006 ident: bib36 article-title: November). Virtual machine hosting for networked clusters: Building the foundations for autonomic orchestration. In publication-title: Proceedings of the 2nd International Workshop on Virtualization Technology in Distributed Computing – reference: Rizvandi, N.B., Taheri, J., Zomaya, A.Y., Lee, Y.C., 2010. Linear of combination of DVFS-enabled processors frequencies to modify the energy-aware scheduling algorithm. In: 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing. – year: 2010 ident: bib24 article-title: Data Center Infrastructure 2.5 Design Guide – reference: Schott, J.R. (1995). Fault tolerant design using single and multicriteria genetic algorithm optimization (No. AFIT/CI/CIA-95–039). AIR FORCE INST OF TECH WRIGHT-PATTERSON AFB OH. – volume: vol. (61) start-page: 103 year: 2018 end-page: 125 ident: bib66 article-title: A multi-objective algorithm for optimization of modern machining processes publication-title: Eng. Appl. Artif. Intell. – volume: 37 start-page: 478 year: 2014 end-page: 487 ident: bib42 article-title: Integrating QoS awareness with virtualization in cloud computing systems for delay-sensitive applications publication-title: Future Gener. Comput. Syst. – volume: Vol. 88 year: 2020 ident: bib3 article-title: A genetic Artificial Bee Colony algorithm for signal reconstruction based big data optimization publication-title: Appl. Soft Comput. – volume: 41 start-page: 5804 year: 2014 end-page: 5816 ident: bib63 article-title: Hybrid shuffled frog leaping algorithm for energy-efficient dynamic consolidation of virtual machines in cloud data centers publication-title: Expert Syst. Appl. – volume: 21 start-page: 62 year: 2014 end-page: 70 ident: bib48 article-title: Virtual machine placement optimizing to improve network performance in cloud data centers publication-title: J. China Univ. Posts Telecommun. – reference: M. Kumar, K. Dubey and R. Pandey, "Evolution of Emerging Computing paradigm Cloud to Fog: Applications, Limitations and Research Challenges," 2021 11th International Conference on Cloud Computing, Data Science & Engineering (Confluence), 2021, pp. 257–261, doi: – volume: 9 start-page: 7 year: 2020 end-page: 17 ident: bib46 article-title: To Move or not to Move: An Iterative Four-Phase Cloud Decision Adoption Model of IT Outsourcing based on TCO publication-title: in Journal of Soft Computing and Information Technology – volume: 28 start-page: 755 year: 2012 end-page: 768 ident: bib56 article-title: Energy-aware resource allocation heuristics for efficient management of data centers for cloud computing publication-title: Future Gener. Comput. Syst. – year: 2015 ident: bib6 article-title: Handbook on Datacenters – reference: Masdari M., Gharehpasha S., Ghobaei-Arani M., Ghasemi V. (2019) Bio-inspired virtual machine placement schemes in cloud computing environment: taxonomy, review, and future research directions. Cluster Comput. https://doi.org/10.1007/s1058 6–019-03026 -9. – volume: Vol. 10 start-page: 249 year: 2010 end-page: 264 ident: bib51 article-title: Elastictree: saving energy in data center networks – volume: Vol. 39 start-page: 51 year: 2009 end-page: 62 ident: bib20 article-title: VL2: a scalable and flexible data center network publication-title: In ACM SIGCOMM computer communication review – year: 2018 ident: bib73 article-title: PSO-COGENT: cost and energy efficient scheduling in cloud environment with deadline constraint publication-title: Sustain. Comput.: Inform. Syst. – volume: 16 start-page: 611 year: 2013 end-page: 623 ident: bib9 article-title: Power consumption evaluation of all-optical data center networks publication-title: Clust. Comput. – year: 2019 ident: bib49 article-title: Energy-efficiency virtual machine placement based on binary gravitational search algorithm publication-title: Clust. Comput. – volume: Vol. 8 start-page: 361 year: 2022 end-page: 392 ident: bib79 article-title: Multi-objective fault-tolerant optimization algorithm for deployment of IoT applications on fog computing infrastructure publication-title: Complex Intell. Syst. – volume: vol. 25 start-page: 983 year: 2022 end-page: 998 ident: bib81 article-title: An enhanced multi-objective fireworks algorithm for task scheduling in fog computing environment publication-title: Clust. Comput. – year: 2019 ident: bib40 article-title: Energy efficient VM scheduling strategies for HPC workloads in cloud data centers publication-title: Sustain. Comput.: Inform. Syst. – volume: 7 start-page: 19 year: 2016 end-page: 34 ident: bib54 article-title: Jaya: A simple and new optimization algorithm for solving constrained and unconstrained optimization problems publication-title: Int. J. Ind. Eng. Comput. – year: 2019 ident: bib10 article-title: Virtual machine placement using JAYA optimization algorithm publication-title: Appl. Artif. Intell. – volume: 16 start-page: 65 year: 2013 end-page: 75 ident: bib4 article-title: DENS: data center energy-efficient network-aware scheduling – reference: Mahadevan, P., Banerjee,S., Sharma,P. (2010, August). Energy Proportionality of an Enterprise Network, Publication:Green Networking '10: Proceedings of the first ACM SIGCOMM workshop on Green networking. August 2010 Pages 53–60. https://doi.org/10.1145/1851290.1851302. – volume: 32 start-page: 267 year: 2020 end-page: 286 ident: bib16 article-title: A survey study on virtual machine migration and server consolidation techniques in DVFS-enabled cloud datacenter: taxonomy and challenges publication-title: J. King Saud. Univ. -Comput. Inf. Sci. – volume: 48 start-page: 1758 year: 2018 end-page: 1774 ident: bib32 article-title: Energy and cost-aware virtual machine consolidation in cloud computing publication-title: Softw.: Pract. Exp. – volume: 79 start-page: 1230 year: 2013 end-page: 1242 ident: bib43 article-title: A multi-objective ant colony system algorithm for virtual machine placement in cloud computing publication-title: J. Comput. Syst. Sci. – volume: 20 start-page: 1249 year: 2017 end-page: 1259 ident: bib44 article-title: Simulated annealing based VM placement strategy to maximize the profit for Cloud Service Providers publication-title: Eng. Sci. Technol., Int. J. – volume: 22 start-page: 635 year: 2019 end-page: 647 ident: bib30 article-title: Network-aware energy saving multi-objective optimization in virtualized data centers publication-title: Clust. Comput. – reference: Warid Warid, Hashim Hizam, Norman Mariun, Noor Izzri Abdul Wahab, A novel quasi oppositional modified Jaya algorithm for multi-objective optimal power flow solution, Applied Soft Computing Journal https://doi.org/10.1016/j.asoc.2018.01.039. – reference: . – volume: 42 start-page: 6112 year: 2015 end-page: 6131 ident: bib25 article-title: A formal approach for the specification and verification of a trustworthy human resource discovery mechanism in the expert cloud publication-title: Expert Syst. Appl. – reference: Jin, H., Pan, D., Xu, J., Pissinou, N.(2012, Dec). Efficient VM Placement with Multiple Deterministic and Stochastic Resources in Data Centers, 2012 IEEE Global communications conference(GLOBECOM). – volume: vol. 100640 year: 2022 ident: bib80 article-title: A survey study on trust-based security in internet of things: challenges and issues publication-title: Internet Things – year: 2022 ident: bib83 article-title: A hybrid bi‑objective scheduling algorithm for execution of scientific workflows on cloud platforms with execution time and reliability approach publication-title: J. Supercomput. – volume: 32 start-page: 18285 year: 2020 end-page: 18303 ident: bib76 article-title: Autonomic cloud resource provisioning and scheduling using meta-heuristic algorithm publication-title: Neural Comput. Applic – volume: vol. 78 start-page: 4236 year: 2022 end-page: 4260 ident: bib82 article-title: A bi-objective task scheduling approach in fog computing using hybrid fireworks algorithm publication-title: J. Supercomput – reference: Saeedi P., Hosseini S.M. (2021) An improved thermodynamic simulated annealing-based approach for resource-skewness-aware and power-efficient virtual machine consolidation in cloud datacenters. Soft Comput. https:// doi. org/ 10. 1007/ s00500- 020- 05523–1. – volume: 50 start-page: 64 year: 2014 end-page: 76 ident: bib11 article-title: Trends in worldwide ICT electricity consumption from 2007 to 2012 publication-title: Comput. Commun. – volume: 2012 start-page: 718 year: 2012 end-page: 731 ident: bib41 article-title: Energy-efficient and multifaceted resource management for profit-driven virtualized data centers publication-title: Future Gener. Comput. Syst. – volume: 17 start-page: 9 year: 2018 end-page: 24 ident: bib2 article-title: An energy efficient and SLA compliant approach for resource allocation and consolidation in cloud computing environments publication-title: Sustain. Comput.: Inform. Syst. – reference: Mills, M. 2013. The cloud begins with coal-an overview of the electricity used by the global digital ecosystem. Tech. Rep, Digital Power Group, Washington D.C, USA. – year: 2020 ident: bib28 article-title: Multi-objective communication-aware optimization for virtual machine placement in cloud datacenters publication-title: Sustain. Comput.: Inform. Syst. – volume: Vol. 5 start-page: 1 year: 2019 end-page: 4 ident: bib38 article-title: An energy-efficient genetic-based algorithm for virtual machine placement in cloud datacenter publication-title: J. Multidiscip. Eng. Sci. Stud. – volume: 13 start-page: 1 year: 2019 end-page: 16 ident: bib70 article-title: Energy and SLA efficient virtual machine placement in cloud environment using non-dominated sorting genetic algorithm publication-title: Int J. Inf. Secur Priv. (IJISP) – reference: Kao, M.Y. (Ed.). (2008). Encyclopedia of algorithms. Springer Science & Business Media. ISBN: 978–0-387–30162-4. – reference: Gupta, M., Singh, S. (2007). Using low-power modes for energy conservation in ethernet lans, in INFOCOM 2007. 26th IEEE International Conference on Computer Communications. IEEE, may 2007, pp. 2451–2455. – volume: 23 start-page: 1917 year: 2019 end-page: 1932 ident: bib47 article-title: Energy-aware virtual machine allocation and selection in cloud data centers publication-title: Soft Comput. – year: 2018 ident: bib68 article-title: Multi-objective jaya algorithm for optimal scheduling of DGs in distribution system sectionalized into multi-microgrids publication-title: Smart Sci. – volume: Vol. 8 start-page: 361 year: 2022 ident: 10.1016/j.suscom.2023.100856_bib79 article-title: Multi-objective fault-tolerant optimization algorithm for deployment of IoT applications on fog computing infrastructure publication-title: Complex Intell. Syst. doi: 10.1007/s40747-021-00368-z – volume: VOL. 32 issue: NO. 1 year: 2014 ident: 10.1016/j.suscom.2023.100856_bib55 article-title: GreenDCN: a general framework for achieving energy efficiency in data center networks publication-title: IEEE J. Sel. AREAS Commun. doi: 10.1109/JSAC.2014.140102 – volume: 16 start-page: 65 year: 2013 ident: 10.1016/j.suscom.2023.100856_bib4 article-title: DENS: data center energy-efficient network-aware scheduling – volume: 32 start-page: 18285 year: 2020 ident: 10.1016/j.suscom.2023.100856_bib76 article-title: Autonomic cloud resource provisioning and scheduling using meta-heuristic algorithm publication-title: Neural Comput. Applic doi: 10.1007/s00521-020-04955-y – ident: 10.1016/j.suscom.2023.100856_bib12 – volume: 8 start-page: 283 year: 2019 ident: 10.1016/j.suscom.2023.100856_bib69 article-title: Optimal virtual machine placement based on grey wolf optimization publication-title: Electronics doi: 10.3390/electronics8030283 – volume: vol. 6 start-page: 182 issue: 2 year: 2002 ident: 10.1016/j.suscom.2023.100856_bib77 article-title: A fast and elitist multiobjective genetic algorithm: NSGA-II publication-title: " IEEE Trans. Evolut. Comput. doi: 10.1109/4235.996017 – ident: 10.1016/j.suscom.2023.100856_bib58 – ident: 10.1016/j.suscom.2023.100856_bib22 doi: 10.1109/INFCOM.2010.5461930 – ident: 10.1016/j.suscom.2023.100856_bib39 – year: 2009 ident: 10.1016/j.suscom.2023.100856_bib8 – volume: 22 start-page: 635 issue: 2019 year: 2019 ident: 10.1016/j.suscom.2023.100856_bib30 article-title: Network-aware energy saving multi-objective optimization in virtualized data centers publication-title: Clust. Comput. doi: 10.1007/s10586-018-2869-5 – ident: 10.1016/j.suscom.2023.100856_bib26 doi: 10.1109/INFCOM.2007.299 – volume: 37 start-page: 478 year: 2014 ident: 10.1016/j.suscom.2023.100856_bib42 article-title: Integrating QoS awareness with virtualization in cloud computing systems for delay-sensitive applications publication-title: Future Gener. Comput. Syst. doi: 10.1016/j.future.2013.12.034 – issue: 2020 year: 2020 ident: 10.1016/j.suscom.2023.100856_bib29 article-title: Exact algorithms for energy-efficient virtual machine placement in data centers publication-title: Future Gener. Comput. Syst. – volume: Vol. 39 start-page: 51 year: 2009 ident: 10.1016/j.suscom.2023.100856_bib20 article-title: VL2: a scalable and flexible data center network – ident: 10.1016/j.suscom.2023.100856_bib71 – volume: 7 start-page: 321 issue: 4 year: 1991 ident: 10.1016/j.suscom.2023.100856_bib50 article-title: A simple proof of the inequality FFD (L)≤ 11/9 OPT (L)+ 1,∀ L for the FFD bin-packing algorithm publication-title: Acta Math. Appl. Sin. doi: 10.1007/BF02009683 – volume: Vol. 10 start-page: 249 year: 2010 ident: 10.1016/j.suscom.2023.100856_bib51 article-title: Elastictree: saving energy in data center networks publication-title: Nsdi – volume: 16 start-page: 611 year: 2013 ident: 10.1016/j.suscom.2023.100856_bib9 article-title: Power consumption evaluation of all-optical data center networks publication-title: Clust. Comput. doi: 10.1007/s10586-012-0227-6 – volume: 42 start-page: 6112 issue: 15–16 year: 2015 ident: 10.1016/j.suscom.2023.100856_bib25 article-title: A formal approach for the specification and verification of a trustworthy human resource discovery mechanism in the expert cloud publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2015.03.035 – issue: 2019 year: 2019 ident: 10.1016/j.suscom.2023.100856_bib49 article-title: Energy-efficiency virtual machine placement based on binary gravitational search algorithm publication-title: Clust. Comput. – year: 2017 ident: 10.1016/j.suscom.2023.100856_bib74 article-title: Deadline constrained based dynamic load balancing algorithm with elasticity in cloud environment publication-title: Comput. Electr. Eng. – volume: 9 start-page: 7 issue: 1 year: 2020 ident: 10.1016/j.suscom.2023.100856_bib46 article-title: To Move or not to Move: An Iterative Four-Phase Cloud Decision Adoption Model of IT Outsourcing based on TCO publication-title: in Journal of Soft Computing and Information Technology – volume: 3 start-page: 18 issue: Jul. 2018 year: 2018 ident: 10.1016/j.suscom.2023.100856_bib18 article-title: Server consolidation schemes in cloud computing environment: a review publication-title: Eur. J. Eng. Res. Sci. 1 – volume: 13 start-page: 1 year: 2019 ident: 10.1016/j.suscom.2023.100856_bib70 article-title: Energy and SLA efficient virtual machine placement in cloud environment using non-dominated sorting genetic algorithm publication-title: Int J. Inf. Secur Priv. (IJISP) doi: 10.4018/IJISP.2019010101 – issue: 2019 year: 2019 ident: 10.1016/j.suscom.2023.100856_bib40 article-title: Energy efficient VM scheduling strategies for HPC workloads in cloud data centers publication-title: Sustain. Comput.: Inform. Syst. – year: 2015 ident: 10.1016/j.suscom.2023.100856_bib6 – volume: Vol. 5 start-page: 1 issue: Issue. 5 year: 2019 ident: 10.1016/j.suscom.2023.100856_bib38 article-title: An energy-efficient genetic-based algorithm for virtual machine placement in cloud datacenter publication-title: J. Multidiscip. Eng. Sci. Stud. – year: 2018 ident: 10.1016/j.suscom.2023.100856_bib73 article-title: PSO-COGENT: cost and energy efficient scheduling in cloud environment with deadline constraint publication-title: Sustain. Comput.: Inform. Syst. – volume: 50 start-page: 64 year: 2014 ident: 10.1016/j.suscom.2023.100856_bib11 article-title: Trends in worldwide ICT electricity consumption from 2007 to 2012 publication-title: Comput. Commun. doi: 10.1016/j.comcom.2014.02.008 – ident: 10.1016/j.suscom.2023.100856_bib61 – ident: 10.1016/j.suscom.2023.100856_bib75 doi: 10.1109/Confluence51648.2021.9377050 – volume: 28 start-page: 97 issue: 1–2 year: 2016 ident: 10.1016/j.suscom.2023.100856_bib45 article-title: Dynamic VMs placement for energy efficiency by PSO in cloud computing publication-title: J. Exp. Theor. Artif. Intell. doi: 10.1080/0952813X.2015.1020519 – volume: 2 start-page: 1431 issue: 6 year: 2015 ident: 10.1016/j.suscom.2023.100856_bib65 article-title: Optimizing energy consumption in clouds by using genetic algorithm publication-title: J. Multidiscip. Eng. Sci. Technol. – year: 2022 ident: 10.1016/j.suscom.2023.100856_bib83 article-title: A hybrid bi‑objective scheduling algorithm for execution of scientific workflows on cloud platforms with execution time and reliability approach publication-title: J. Supercomput. – ident: 10.1016/j.suscom.2023.100856_bib15 doi: 10.1109/CCGRID.2010.38 – volume: 7 start-page: 19 issue: 1 year: 2016 ident: 10.1016/j.suscom.2023.100856_bib54 article-title: Jaya: A simple and new optimization algorithm for solving constrained and unconstrained optimization problems publication-title: Int. J. Ind. Eng. Comput. – ident: 10.1016/j.suscom.2023.100856_bib53 doi: 10.1145/1402958.1402967 – volume: 32 start-page: 267 issue: 3 year: 2020 ident: 10.1016/j.suscom.2023.100856_bib16 article-title: A survey study on virtual machine migration and server consolidation techniques in DVFS-enabled cloud datacenter: taxonomy and challenges publication-title: J. King Saud. Univ. -Comput. Inf. Sci. doi: 10.1016/j.jksuci.2018.07.001 – volume: 14 start-page: 180 issue: 2 year: 2021 ident: 10.1016/j.suscom.2023.100856_bib78 article-title: Ahybrid model based on machine learning and genetic algorithm for detecting fraud in financial statements publication-title: J. Optim. Ind. Eng. – volume: vol. 78 start-page: 4236 year: 2022 ident: 10.1016/j.suscom.2023.100856_bib82 article-title: A bi-objective task scheduling approach in fog computing using hybrid fireworks algorithm publication-title: J. Supercomput doi: 10.1007/s11227-021-04018-6 – volume: 6 start-page: 49 issue: 1 year: 1985 ident: 10.1016/j.suscom.2023.100856_bib37 article-title: A new proof for the first-fit decreasing bin-packing algorithm publication-title: J. Algorithms doi: 10.1016/0196-6774(85)90018-5 – volume: 3 start-page: 4740 issue: 5 year: 2016 ident: 10.1016/j.suscom.2023.100856_bib84 article-title: A State of The Art Survey on DVFS Techniqus in Cloud Computing Environment," in publication-title: Journal of Multidisciplinary Enginnering Science and Technology – ident: 10.1016/j.suscom.2023.100856_bib27 doi: 10.1145/863956.863959 – volume: 79 start-page: 1230 issue: 8 year: 2013 ident: 10.1016/j.suscom.2023.100856_bib43 article-title: A multi-objective ant colony system algorithm for virtual machine placement in cloud computing publication-title: J. Comput. Syst. Sci. doi: 10.1016/j.jcss.2013.02.004 – volume: vol. 25 start-page: 983 year: 2022 ident: 10.1016/j.suscom.2023.100856_bib81 article-title: An enhanced multi-objective fireworks algorithm for task scheduling in fog computing environment publication-title: Clust. Comput. doi: 10.1007/s10586-021-03481-3 – year: 2020 ident: 10.1016/j.suscom.2023.100856_bib57 article-title: A discrete chaotic multi-objective SCA-ALO optimization algorithm for an optimal virtual machine placement in cloud data center publication-title: J. Ambient Intell. Hum. Comput. – start-page: 491 year: 2011 ident: 10.1016/j.suscom.2023.100856_bib1 article-title: Green Cloud Framework for Improving Carbon Efficiency of Clouds – volume: 23 start-page: 1917 issue: 6 year: 2019 ident: 10.1016/j.suscom.2023.100856_bib47 article-title: Energy-aware virtual machine allocation and selection in cloud data centers publication-title: Soft Comput. doi: 10.1007/s00500-017-2905-z – volume: 39 start-page: 63 issue: 4 year: 2009 ident: 10.1016/j.suscom.2023.100856_bib21 article-title: BCube: a high performance, server-centric network architecture for modular data centers publication-title: ACM SIGCOMM Comput. Commun. Rev. doi: 10.1145/1594977.1592577 – issue: 2020 year: 2020 ident: 10.1016/j.suscom.2023.100856_bib28 article-title: Multi-objective communication-aware optimization for virtual machine placement in cloud datacenters publication-title: Sustain. Comput.: Inform. Syst. – ident: 10.1016/j.suscom.2023.100856_bib60 doi: 10.23919/CNSM46954.2019.9012694 – volume: 77 start-page: 11682 year: 2021 ident: 10.1016/j.suscom.2023.100856_bib72 article-title: Comprehensive survey on energy-aware server consolidation techniques in cloud computing publication-title: J. Supercomput doi: 10.1007/s11227-021-03760-1 – volume: 6 start-page: 236 issue: 4 year: 2018 ident: 10.1016/j.suscom.2023.100856_bib19 article-title: Toward an enhanced dynamic VM consolidation for Cloud Datacenters using continuous Time Markov Chain publication-title: J. Inf. Syst. Telecommun. – ident: 10.1016/j.suscom.2023.100856_bib62 – year: 2010 ident: 10.1016/j.suscom.2023.100856_bib24 – ident: 10.1016/j.suscom.2023.100856_bib33 doi: 10.1109/CLOUD.2010.25 – issue: 2020 year: 2020 ident: 10.1016/j.suscom.2023.100856_bib31 article-title: Utilization-aware energy-efficient virtual machine placement in cloud networks using NSGA-III meta-heuristic approach publication-title: Clust. Comput. – volume: 20 start-page: 57 issue: 5 year: 2018 ident: 10.1016/j.suscom.2023.100856_bib13 article-title: Best practices for sustainable datacenter publication-title: IT Prof. doi: 10.1109/MITP.2018.053891338 – volume: 71 start-page: 1154 issue: 8 year: 2011 ident: 10.1016/j.suscom.2023.100856_bib14 article-title: Some observations on optimal frequency selection in DVFS-based energy consumption minimization publication-title: J. Parallel Distrib. Comput. doi: 10.1016/j.jpdc.2011.01.004 – start-page: 2009 year: 2009 ident: 10.1016/j.suscom.2023.100856_bib59 article-title: A power benchmarking framework for network devices publication-title: IFIP Int. Fed. Inf. Process. – ident: 10.1016/j.suscom.2023.100856_bib67 doi: 10.1016/j.asoc.2018.01.039 – volume: 21 start-page: 62 issue: 3 year: 2014 ident: 10.1016/j.suscom.2023.100856_bib48 article-title: Virtual machine placement optimizing to improve network performance in cloud data centers publication-title: J. China Univ. Posts Telecommun. doi: 10.1016/S1005-8885(14)60302-2 – volume: vol. 38 start-page: 75 year: 2008 ident: 10.1016/j.suscom.2023.100856_bib52 article-title: (2008, August). “DCell:ascalable and fault-tolerant network structure for data centers,” publication-title: ACMSIGCOMMComputer Commun. Rev. doi: 10.1145/1402946.1402968 – ident: 10.1016/j.suscom.2023.100856_bib35 doi: 10.1007/978-0-387-30162-4 – volume: vol. (61) start-page: 103 year: 2018 ident: 10.1016/j.suscom.2023.100856_bib66 article-title: A multi-objective algorithm for optimization of modern machining processes publication-title: Eng. Appl. Artif. Intell. – volume: 2012 start-page: 718 issue: 28 year: 2012 ident: 10.1016/j.suscom.2023.100856_bib41 article-title: Energy-efficient and multifaceted resource management for profit-driven virtualized data centers publication-title: Future Gener. Comput. Syst. doi: 10.1016/j.future.2011.12.002 – volume: Vol. 88 issue: 106053 year: 2020 ident: 10.1016/j.suscom.2023.100856_bib3 article-title: A genetic Artificial Bee Colony algorithm for signal reconstruction based big data optimization publication-title: Appl. Soft Comput. – volume: 48 start-page: 449 issue: 3 year: 2018 ident: 10.1016/j.suscom.2023.100856_bib7 article-title: An iterative mathematical decision model for cloud migration: A cost and security risk approach publication-title: Softw.: Pract. Exp. – volume: 17 start-page: 9 year: 2018 ident: 10.1016/j.suscom.2023.100856_bib2 article-title: An energy efficient and SLA compliant approach for resource allocation and consolidation in cloud computing environments publication-title: Sustain. Comput.: Inform. Syst. – volume: 41 start-page: 5804 issue: 13 year: 2014 ident: 10.1016/j.suscom.2023.100856_bib63 article-title: Hybrid shuffled frog leaping algorithm for energy-efficient dynamic consolidation of virtual machines in cloud data centers publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2014.03.039 – start-page: 7 year: 2006 ident: 10.1016/j.suscom.2023.100856_bib36 article-title: November). Virtual machine hosting for networked clusters: Building the foundations for autonomic orchestration. In – year: 2018 ident: 10.1016/j.suscom.2023.100856_bib68 article-title: Multi-objective jaya algorithm for optimal scheduling of DGs in distribution system sectionalized into multi-microgrids publication-title: Smart Sci. – volume: 28 start-page: 755 issue: 5 year: 2012 ident: 10.1016/j.suscom.2023.100856_bib56 article-title: Energy-aware resource allocation heuristics for efficient management of data centers for cloud computing publication-title: Future Gener. Comput. Syst. doi: 10.1016/j.future.2011.04.017 – ident: 10.1016/j.suscom.2023.100856_bib64 doi: 10.1145/1851290.1851302 – volume: 20 start-page: 1249 year: 2017 ident: 10.1016/j.suscom.2023.100856_bib44 article-title: Simulated annealing based VM placement strategy to maximize the profit for Cloud Service Providers publication-title: Eng. Sci. Technol., Int. J. – year: 2019 ident: 10.1016/j.suscom.2023.100856_bib10 article-title: Virtual machine placement using JAYA optimization algorithm publication-title: Appl. Artif. Intell. – volume: Vol. 39 start-page: 39 year: 2009 ident: 10.1016/j.suscom.2023.100856_bib23 article-title: Portland: a scalable fault-tolerant layer 2 data center network fabric – start-page: 41 year: 2009 ident: 10.1016/j.suscom.2023.100856_bib34 article-title: Entropy: a consolidation manager for clusters – ident: 10.1016/j.suscom.2023.100856_bib5 doi: 10.1007/s00500-020-05523-1 – volume: vol. 100640 year: 2022 ident: 10.1016/j.suscom.2023.100856_bib80 article-title: A survey study on trust-based security in internet of things: challenges and issues publication-title: Internet Things – volume: 39 start-page: 76 year: 2013 ident: 10.1016/j.suscom.2023.100856_bib17 article-title: Energy-aware simulation with DVFS publication-title: Simul. Model. Pract. Theory doi: 10.1016/j.simpat.2013.04.007 – volume: 48 start-page: 1758 issue: 10 year: 2018 ident: 10.1016/j.suscom.2023.100856_bib32 article-title: Energy and cost-aware virtual machine consolidation in cloud computing publication-title: Softw.: Pract. Exp. |
| SSID | ssj0000561934 |
| Score | 2.3793516 |
| Snippet | By the advent of cloud computing and the numerous related web applications, data center networks (DCNs) are becoming complex to provide all-to-all... |
| SourceID | crossref elsevier |
| SourceType | Enrichment Source Index Database Publisher |
| StartPage | 100856 |
| SubjectTerms | Cloud computing Data center networks JAYA optimization algorithm Multi-objective optimization algorithm Topology-aware Scheme Virtual machine placement |
| Title | An energy-efficient topology-aware virtual machine placement in Cloud Datacenters: A multi-objective discrete JAYA optimization |
| URI | https://dx.doi.org/10.1016/j.suscom.2023.100856 |
| Volume | 38 |
| WOSCitedRecordID | wos000997610800001&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: PRVESC databaseName: Elsevier SD Freedom Collection Journals 2021 issn: 2210-5379 databaseCode: AIEXJ dateStart: 20110301 customDbUrl: isFulltext: true dateEnd: 99991231 titleUrlDefault: https://www.sciencedirect.com omitProxy: false ssIdentifier: ssj0000561934 providerName: Elsevier |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lj9MwELaqXQ5ceCOWl3zgFllK4zpxuEVoESCxQuoilVOIHUekKukqyZblxF9nxnZCtot4SVyiKqqdKPNlPON83wwhz4wWIq7gTasSAwlKWnCWFgvJTKSwtIsyXGnbbCI5OZGrVfpuNvs4aGF2m6Rp5MVFevZfTQ3nwNgonf0Lc4-Twgn4DUaHI5gdjn9k-KwJjBX0MWPLQ-DH_t61QvjKii_I9NrVrZONWCalCSwxy7ICUAO42Z6XgIa-QOImtoSw4nXLPGRbtXYeEr_sQMDZG8DAhyzYguf57CWd03h3OdFnadtAwmlofKjsK0R3k7LplsrbdaZu6mD5qW53rulU8LZuu8J4_r3fpoj4hN1i984G_cwlemcECScT3LWTGfyxq_ZyxbW7XYY1rCkd8nzwGkjxkGKvkrZdm5c4M04MGRZGvbBIH0aJSMHvHWavj1dvxn04zKBSSz4Yb2ZQWFoa4NXL_TyCmUQlp7fIDZ9O0MzB4DaZmeYOuTm06qDec98l37KG7qOCXkYF9aigHhV0RAWtG2pRQSeoeE4zuocJOmCCIiboFBP3yPuXx6cvXjHfe4NpSCJ7pmNw7mmltOCao1ufyxKewbzklZZVrCEsLVURxmkZRlUqQ2FCFZpFFFWlEpBV8PvkoNk25gGhEBQulNaVrJISy0tKFQolYl7KaF7EPDwifHieufaF6bE_yiYfGIjr3FkhRyvkzgpHhI2jzlxhlt_8PxlMlfvg0gWNOQDslyMf_vPIR-T6j1fhMTno23PzhFzTu77u2qceid8BWVmnPA |
| linkProvider | Elsevier |
| 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=An+energy-efficient+topology-aware+virtual+machine+placement+in+Cloud+Datacenters%3A+A+multi-objective+discrete+JAYA+optimization&rft.jtitle=Sustainable+computing+informatics+and+systems&rft.au=Hosseini+Shirvani%2C+Mirsaeid&rft.date=2023-04-01&rft.pub=Elsevier+Inc&rft.issn=2210-5379&rft.volume=38&rft_id=info:doi/10.1016%2Fj.suscom.2023.100856&rft.externalDocID=S2210537923000112 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2210-5379&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2210-5379&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2210-5379&client=summon |