Network-aware virtual machine placement in cloud data centers with multiple traffic-intensive components
Following a shift from computing as a purchasable product to computing as a deliverable service to consumers over the Internet, cloud computing has emerged as a novel paradigm with an unprecedented success in turning utility computing into a reality. Like any emerging technology, with its advent, it...
Uložené v:
| Vydané v: | Computer networks (Amsterdam, Netherlands : 1999) Ročník 91; s. 508 - 527 |
|---|---|
| Hlavní autori: | , , |
| Médium: | Journal Article |
| Jazyk: | English |
| Vydavateľské údaje: |
Amsterdam
Elsevier B.V
14.11.2015
Elsevier Sequoia S.A |
| Predmet: | |
| ISSN: | 1389-1286, 1872-7069 |
| On-line prístup: | Získať plný text |
| Tagy: |
Pridať tag
Žiadne tagy, Buďte prvý, kto otaguje tento záznam!
|
| Abstract | Following a shift from computing as a purchasable product to computing as a deliverable service to consumers over the Internet, cloud computing has emerged as a novel paradigm with an unprecedented success in turning utility computing into a reality. Like any emerging technology, with its advent, it also brought new challenges to be addressed. This work studies network and traffic aware virtual machine (VM) placement in a special cloud computing scenario from a provider’s perspective, where certain infrastructure components have a predisposition to be the endpoints of a large number of intensive flows whose other endpoints are VMs located in physical machines (PMs). In the scenarios of interest, the performance of any VM is strictly dependent on the infrastructure’s ability to meet their intensive traffic demands. We first introduce and attempt to maximize the total value of a metric named “satisfaction” that reflects the performance of a VM when placed on a particular PM. The problem of finding a perfect assignment for a set of given VMs is NP-hard and there is no polynomial time algorithm that can yield optimal solutions for large problems. Therefore, we introduce several off-line heuristic-based algorithms that yield nearly optimal solutions given the communication pattern and flow demand profiles of subject VMs. With extensive simulation experiments we evaluate and compare the effectiveness of our proposed algorithms against each other and also against naïve approaches. |
|---|---|
| AbstractList | Following a shift from computing as a purchasable product to computing as a deliverable service to consumers over the Internet, cloud computing has emerged as a novel paradigm with an unprecedented success in turning utility computing into a reality. Like any emerging technology, with its advent, it also brought new challenges to be addressed. This work studies network and traffic aware virtual machine (VM) placement in a special cloud computing scenario from a provider's perspective, where certain infrastructure components have a predisposition to be the endpoints of a large number of intensive flows whose other endpoints are VMs located in physical machines (PMs). In the scenarios of interest, the performance of any VM is strictly dependent on the infrastructure's ability to meet their intensive traffic demands. We first introduce and attempt to maximize the total value of a metric named "satisfaction" that reflects the performance of a VM when placed on a particular PM. The problem of finding a perfect assignment for a set of given VMs is NP-hard and there is no polynomial time algorithm that can yield optimal solutions for large problems. Therefore, we introduce several off-line heuristic-based algorithms that yield nearly optimal solutions given the communication pattern and flow demand profiles of subject VMs. With extensive simulation experiments we evaluate and compare the effectiveness of our proposed algorithms against each other and also against naive approaches. Following a shift from computing as a purchasable product to computing as a deliverable service to consumers over the Internet, cloud computing has emerged as a novel paradigm with an unprecedented success in turning utility computing into a reality. Like any emerging technology, with its advent, it also brought new challenges to be addressed. This work studies network and traffic aware virtual machine (VM) placement in a special cloud computing scenario from a provider’s perspective, where certain infrastructure components have a predisposition to be the endpoints of a large number of intensive flows whose other endpoints are VMs located in physical machines (PMs). In the scenarios of interest, the performance of any VM is strictly dependent on the infrastructure’s ability to meet their intensive traffic demands. We first introduce and attempt to maximize the total value of a metric named “satisfaction” that reflects the performance of a VM when placed on a particular PM. The problem of finding a perfect assignment for a set of given VMs is NP-hard and there is no polynomial time algorithm that can yield optimal solutions for large problems. Therefore, we introduce several off-line heuristic-based algorithms that yield nearly optimal solutions given the communication pattern and flow demand profiles of subject VMs. With extensive simulation experiments we evaluate and compare the effectiveness of our proposed algorithms against each other and also against naïve approaches. |
| Author | Korpeoglu, Ibrahim Ulusoy, Özgür Ilkhechi, Amir Rahimzadeh |
| Author_xml | – sequence: 1 givenname: Amir Rahimzadeh orcidid: 0000-0002-5963-5655 surname: Ilkhechi fullname: Ilkhechi, Amir Rahimzadeh email: ilkhechi@cs.duke.edu organization: Computer Engineering Department, Duke University, 1505-Duke University Road, Apt #4k, Durham, North Carolina, ZIP code: 27701, United States – sequence: 2 givenname: Ibrahim surname: Korpeoglu fullname: Korpeoglu, Ibrahim email: korpe@cs.bilkent.edu.tr organization: Computer Engineering Department, Bilkent University, office at Engineering EA-401, Ankara, Turkey – sequence: 3 givenname: Özgür surname: Ulusoy fullname: Ulusoy, Özgür email: oulusoy@cs.bilkent.edu.tr organization: Computer Engineering Department, Bilkent University, office at Engineering EA-402, Ankara, Turkey |
| BookMark | eNqFkE2L1TAUhouM4MzoP3ARcOOmNV9tUheCDH7BoBtdh_T0lJtrmtQkvRf_vRmuq1noKiF53sN7npvmKsSATfOS0Y5RNrw5dhDXgKXjlPUd1R2V_ElzzbTiraLDeFXvQo8t43p41tzkfKSUSsn1dXP4iuUc08_Wnm1CcnKp7NaT1cLBBSSbt4ArhkJcIODjPpPZFkugPmHK5OzKgay7L27zSEqyy-KgdfUzZHdCUntttWso-XnzdLE-44u_523z4-OH73ef2_tvn77cvb9vQQyqtFOvxcilRQnTrEXfTyMOnGqp-6W3Q11XD2waLM4IYtGKzTBODBWCXChVIG6b15e5W4q_dszFrC4Dem8Dxj0bphQVQknWV_TVI_QY9xRqu0pxJbmQUlVKXihIMeeEi9mSW236bRg1D_rN0Vz0mwf9hmpT9dfY20cxcMUWF0O15Pz_wu8uYaymTg6TyeAwAM4uIRQzR_fvAX8Ak-ynRQ |
| CitedBy_id | crossref_primary_10_1109_ACCESS_2016_2629673 crossref_primary_10_1109_COMST_2018_2884835 crossref_primary_10_3390_sym14122554 crossref_primary_10_1109_TPDS_2018_2794369 crossref_primary_10_1007_s10586_019_02954_w crossref_primary_10_1007_s11227_020_03563_w crossref_primary_10_1007_s41870_023_01531_0 crossref_primary_10_1016_j_jpdc_2017_08_010 crossref_primary_10_1016_j_sysarc_2021_102048 crossref_primary_10_1016_j_comcom_2023_11_028 crossref_primary_10_1145_3450517 crossref_primary_10_1016_j_rineng_2024_102902 crossref_primary_10_1016_j_jnca_2021_103025 crossref_primary_10_1016_j_suscom_2020_100374 crossref_primary_10_1108_K_09_2019_0635 crossref_primary_10_1093_comjnl_bxx113 crossref_primary_10_1007_s11227_019_03128_6 crossref_primary_10_3390_info9010004 crossref_primary_10_1109_ACCESS_2022_3203057 crossref_primary_10_1016_j_swevo_2021_101012 |
| Cites_doi | 10.1016/j.ejor.2005.09.032 10.1007/s00453-010-9417-x 10.1023/A:1018994432663 10.1016/j.future.2012.05.012 10.1137/0105003 |
| ContentType | Journal Article |
| Copyright | 2015 Elsevier B.V. Copyright Elsevier Sequoia S.A. Nov 14, 2015 |
| Copyright_xml | – notice: 2015 Elsevier B.V. – notice: Copyright Elsevier Sequoia S.A. Nov 14, 2015 |
| DBID | AAYXX CITATION 7SC 8FD E3H F2A JQ2 L7M L~C L~D |
| DOI | 10.1016/j.comnet.2015.08.042 |
| DatabaseName | CrossRef Computer and Information Systems Abstracts Technology Research Database Library & Information Sciences Abstracts (LISA) Library & Information Science Abstracts (LISA) ProQuest Computer Science Collection Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Academic Computer and Information Systems Abstracts Professional |
| DatabaseTitle | CrossRef Technology Research Database Computer and Information Systems Abstracts – Academic Library and Information Science Abstracts (LISA) ProQuest Computer Science Collection Computer and Information Systems Abstracts Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Professional |
| DatabaseTitleList | Computer and Information Systems Abstracts Technology Research Database |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering |
| EISSN | 1872-7069 |
| EndPage | 527 |
| ExternalDocumentID | 3847878781 10_1016_j_comnet_2015_08_042 S1389128615003023 |
| GroupedDBID | --K --M -~X .DC .~1 0R~ 1B1 1~. 1~5 4.4 457 4G. 5GY 5VS 6OB 7-5 71M 77K 8P~ AABNK AACTN AAEDT AAEDW AAIAV AAIKJ AAKOC AALRI AAOAW AAQFI AAXUO AAYFN ABBOA ABMAC ABYKQ ACDAQ ACGFS ACRLP ACZNC ADBBV ADEZE ADTZH AEBSH AECPX AEKER AENEX AFKWA AFTJW AGHFR AGUBO AGYEJ AHJVU AHZHX AIALX AIEXJ AIKHN AITUG AJBFU AJOXV ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AOUOD AXJTR BJAXD BKOJK BLXMC CS3 DU5 EBS EFJIC EFLBG EJD EO8 EO9 EP2 EP3 FDB FEDTE FIRID FNPLU FYGXN G-Q GBLVA GBOLZ HVGLF IHE J1W JJJVA KOM M41 MO0 MS~ N9A O-L O9- OAUVE OZT P-8 P-9 PC. PQQKQ Q38 RIG ROL RPZ RXW SDF SDG SDP SES SPC SPCBC SST SSV SSZ T5K TAE TN5 ZMT ~G- 29F 77I 9DU AATTM AAXKI AAYWO AAYXX ABFNM ABJNI ABXDB ACLOT ACNNM ACVFH ADCNI ADJOM AEIPS AEUPX AFJKZ AFPUW AIGII AIIUN AKBMS AKRWK AKYEP ANKPU APXCP CITATION EFKBS F0J FGOYB HZ~ R2- SEW ZY4 ~HD 7SC 8FD E3H F2A JQ2 L7M L~C L~D |
| ID | FETCH-LOGICAL-c367t-b583924ae4cbd8355b9e6208485f5a6101861b6aedec3f871dc9b1e7ec4f007c3 |
| ISICitedReferencesCount | 26 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000364436900033&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 1389-1286 |
| IngestDate | Sat Sep 27 19:13:42 EDT 2025 Sat Nov 15 19:17:22 EST 2025 Sat Nov 29 05:30:23 EST 2025 Tue Nov 18 22:24:23 EST 2025 Fri Feb 23 02:26:20 EST 2024 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Keywords | Cloud computing Sink node Network congestion Virtual machine placement Predictable flow |
| Language | English |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-c367t-b583924ae4cbd8355b9e6208485f5a6101861b6aedec3f871dc9b1e7ec4f007c3 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 |
| ORCID | 0000-0002-5963-5655 |
| PQID | 1727423447 |
| PQPubID | 47119 |
| PageCount | 20 |
| ParticipantIDs | proquest_miscellaneous_1770337415 proquest_journals_1727423447 crossref_primary_10_1016_j_comnet_2015_08_042 crossref_citationtrail_10_1016_j_comnet_2015_08_042 elsevier_sciencedirect_doi_10_1016_j_comnet_2015_08_042 |
| PublicationCentury | 2000 |
| PublicationDate | 2015-11-14 |
| PublicationDateYYYYMMDD | 2015-11-14 |
| PublicationDate_xml | – month: 11 year: 2015 text: 2015-11-14 day: 14 |
| PublicationDecade | 2010 |
| PublicationPlace | Amsterdam |
| PublicationPlace_xml | – name: Amsterdam |
| PublicationTitle | Computer networks (Amsterdam, Netherlands : 1999) |
| PublicationYear | 2015 |
| Publisher | Elsevier B.V Elsevier Sequoia S.A |
| Publisher_xml | – name: Elsevier B.V – name: Elsevier Sequoia S.A |
| References | Munkres (bib0029) 1957; 5 IBM ILOG CPLEX Optimizer last visited May 2014. S. Lee, R. Panigrahy, V. Prabhakaran, V. Ramasubrahmanian, K. Talwar, L. Uyeda, U. Wieder, Jan. 2011, Validating Heuristics for Virtual Machine Consolidation, Microsoft Research, MSR–TR–2011–9, pp. 14. Teyeb, Balma, Hadj-Alouane, Tata, Hadj-Alouane (bib0007) November 2014 Greenberg, Jain, Kandula, Kim, Lahiri, Maltz, Patel, Sengupta (bib0020) August 2009 Kuo, Yang, Tsai (bib0006) 2014 Mills, Filliben, Dabrowski (bib0005) 2011 Rampersaud, Grosu (bib0013) August 2014 Fanelli, Foschini (bib0023) 2014; 32 Rao, Thilagam (bib0024) 2014; 50 last visited April 2014. Meng, Pappas, Zhang (bib0022) 2010, IEEE JUNG, Java Universal Network/Graph Framework Southwell, Chen, Huang, Zhang (bib0032) 2012 Tang, Steinder, Spreitzer, Pacifici (bib0016) 2007 Bobroff, Kochut, Beaty (bib0011) 2007 Ernst, Krishnamoorthy (bib0008) 1999; 86 Cohen, Lewin-Eytan, Naor, Raz (bib0025) 2013, IEEE Bilò, Fanelli, Flammini, Moscardelli (bib0031) 2011; 61 Bellur, Rao, Kumar (bib0003) 2010 Verma, Ahuja, Neogi (bib0004) 2008 Webb, Snoeren, Yocum (bib0026) 2011 Ahmad, Tekin, Liu, Southwell, Huang (bib0033) 2010 Meng, Pappas, Zhang (bib0001) 2010 Loiola, de Abreu, Boaventura-Netto, Hahn, Querido (bib0019) 2007; 176 Xu, Fortes (bib0002) 2010 Biran, Corradi, Fanelli, Foschini, Nus, Raz, Silvera (bib0021) 2012 Chaisiri, Lee, Niyato (bib0018) December 2009 Gurobi Optimization Das, Kagan, Crupnicoff (bib0009) 2010 last visited June 2014. Top 500 Supercomputers in the World GNU Linear Programming Kit Teyeb, Balma, Hadj-Alouane, Tata (bib0014) 2014 Crago, Dunn, Eads, Hochstein, Kang, Kang, Modium, Singh, Suh, Walters (bib0027) 2011, IEEE 10.1016/j.comnet.2015.08.042_bib0012 Teyeb (10.1016/j.comnet.2015.08.042_bib0007) 2014 10.1016/j.comnet.2015.08.042_bib0010 Bobroff (10.1016/j.comnet.2015.08.042_bib0011) 2007 Ahmad (10.1016/j.comnet.2015.08.042_bib0033) 2010 10.1016/j.comnet.2015.08.042_bib0030 Meng (10.1016/j.comnet.2015.08.042_bib0001) 2010 Biran (10.1016/j.comnet.2015.08.042_bib0021) 2012 Greenberg (10.1016/j.comnet.2015.08.042_bib0020) 2009 Fanelli (10.1016/j.comnet.2015.08.042_bib0023) 2014; 32 Loiola (10.1016/j.comnet.2015.08.042_bib0019) 2007; 176 Rao (10.1016/j.comnet.2015.08.042_bib0024) 2014; 50 Cohen (10.1016/j.comnet.2015.08.042_bib0025) 2013 10.1016/j.comnet.2015.08.042_bib0028 Das (10.1016/j.comnet.2015.08.042_bib0009) 2010 Bilò (10.1016/j.comnet.2015.08.042_bib0031) 2011; 61 Teyeb (10.1016/j.comnet.2015.08.042_bib0014) 2014 Tang (10.1016/j.comnet.2015.08.042_bib0016) 2007 Rampersaud (10.1016/j.comnet.2015.08.042_bib0013) 2014 Crago (10.1016/j.comnet.2015.08.042_bib0027) 2011 Southwell (10.1016/j.comnet.2015.08.042_bib0032) 2012 Chaisiri (10.1016/j.comnet.2015.08.042_bib0018) 2009 Xu (10.1016/j.comnet.2015.08.042_bib0002) 2010 Verma (10.1016/j.comnet.2015.08.042_bib0004) 2008 Munkres (10.1016/j.comnet.2015.08.042_bib0029) 1957; 5 Bellur (10.1016/j.comnet.2015.08.042_bib0003) 2010 Kuo (10.1016/j.comnet.2015.08.042_bib0006) 2014 Mills (10.1016/j.comnet.2015.08.042_bib0005) 2011 Webb (10.1016/j.comnet.2015.08.042_bib0026) 2011 Ernst (10.1016/j.comnet.2015.08.042_bib0008) 1999; 86 Meng (10.1016/j.comnet.2015.08.042_bib0022) 2010 10.1016/j.comnet.2015.08.042_bib0017 10.1016/j.comnet.2015.08.042_bib0015 |
| References_xml | – start-page: 113 year: August 2014 end-page: 120 ident: bib0013 article-title: A sharing-aware greedy Algorithm for virtual machine maximization publication-title: Proceedings of the 2014 IEEE 13th International Symposium on Network Computing and Applications (NCA), 21–23 – start-page: 1154 year: 2010 end-page: 1162 ident: bib0001 article-title: Improving the scalability of data center networks with traffic-aware virtual machine placement publication-title: Proceedings of the 29th Conference on Information Communications, INFOCOM ’10, IEEE Press, (Piscataway, NJ, USA) – start-page: 1 year: 2010, IEEE end-page: 9 ident: bib0022 article-title: Improving the scalability of data center networks with traffic-aware virtual machine placement publication-title: Proceedings of the INFOCOM, 2010 IEEE – reference: Top 500 Supercomputers in the World, – start-page: 498 year: 2012 end-page: 506 ident: bib0021 article-title: A stable network-aware vm placement for cloud systems publication-title: Proceedings of the 2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (ccgrid 2012), IEEE Computer Society – start-page: 378 year: 2011, IEEE end-page: 385 ident: bib0027 article-title: Heterogeneous cloud computing publication-title: Proceedings of IEEE International Conference on Cluster Computing (CLUSTER) – year: 2010 ident: bib0009 article-title: Faster and efficient VM migrations for improving SLA and ROI in cloud infrastructures – reference: , last visited May 2014. – reference: Gurobi Optimization, – start-page: 179 year: 2010 end-page: 188 ident: bib0002 article-title: Multi-objective virtual machine placement in virtualized data center environments publication-title: Proceedings of the 2010 IEEE/ACM Conference on Green Computing and Communications – reference: , last visited April 2014. – start-page: 31 year: 2012 end-page: 46 ident: bib0032 article-title: Convergence dynamics of graphical congestion games publication-title: Game Theory for Networks, Springer – year: August 2009 ident: bib0020 article-title: VL2: A scalable and flexible data center network publication-title: Proceedings of SIGCOMM, Association for Computing Machinery, Inc. – year: 2010 ident: bib0033 article-title: Spectrum sharing as spatial congestion games publication-title: arXiv preprint arXiv:1011.5384 – reference: IBM ILOG CPLEX Optimizer, – start-page: 103 year: December 2009 end-page: 110 ident: bib0018 article-title: Optimal virtual machine placement across multiple cloud providers publication-title: Proceedings of Services Computing Conference, 2009. APSCC 2009. IEEE Asia-Pacific – start-page: 91 year: 2011 end-page: 98 ident: bib0005 article-title: Comparing VM-placement algorithms for on-demand clouds publication-title: Proceedings of the 2011 IEEE Third International Conference on Cloud Computing Technology and Science, CLOUDCOM ’11, (Washington, DC, USA) IEEE Computer Society – start-page: 024 year: November 2014 end-page: 029 ident: bib0007 article-title: Traffic-aware virtual machine placement in geographically distributed Clouds publication-title: Proceedings of 2014 International Conference on Control, Decision and Information Technologies (CoDIT), 3–5 – reference: S. Lee, R. Panigrahy, V. Prabhakaran, V. Ramasubrahmanian, K. Talwar, L. Uyeda, U. Wieder, Jan. 2011, Validating Heuristics for Virtual Machine Consolidation, Microsoft Research, MSR–TR–2011–9, pp. 14. – year: 2011 ident: bib0026 article-title: Topology switching for data center networks publication-title: Hot-ICE Workshop – start-page: 355 year: 2013, IEEE end-page: 359 ident: bib0025 article-title: Almost optimal virtual machine placement for traffic intense data centers publication-title: Proceedings of INFOCOM, 2013 IEEE – start-page: 424 year: 2014 end-page: 431 ident: bib0014 article-title: Optimal virtual machine placement in large-scale cloud systems publication-title: Proceedings of the 2014 IEEE 7th International Conference on Cloud Computing (CLOUD), June 27–July 2 – reference: , last visited June 2014. – volume: 86 start-page: 141 year: 1999 end-page: 159 ident: bib0008 article-title: Solution algorithms for the capacitated single allocation hub location problem publication-title: Ann. Oper. Res. – volume: 50 start-page: 87 year: 2014 end-page: 98 ident: bib0024 article-title: Heuristics based server consolidation with residual resource defragmentation in cloud data centers publication-title: Future Gener. Comput. Syst. – start-page: 1303 year: 2014 end-page: 1311 ident: bib0006 article-title: Optimal approximation algorithm of virtual machine placement for data latency minimization in cloud systems publication-title: Proceedings IEEE INFOCOM 2014, April 27 2014–May 2 – reference: JUNG, Java Universal Network/Graph Framework, – start-page: 119 year: 2007 end-page: 128 ident: bib0011 article-title: Dynamic placement of virtual machines for managing SLA violations publication-title: Proceedings of the 10th IFIP/IEEE Symposium on Integrated Network Management – reference: GNU Linear Programming Kit, – volume: 176 start-page: 657 year: 2007 end-page: 690 ident: bib0019 article-title: A survey for the quadratic assignment problem publication-title: Eur. J. Oper. Res. – volume: 32 start-page: 118 year: 2014 end-page: 127 ident: bib0023 article-title: VM consolidation: A real case based on OpenStack Cloud publication-title: Future Gener. Comput. Syst. – volume: 61 start-page: 274 year: 2011 end-page: 297 ident: bib0031 article-title: Graphical congestion games publication-title: Algorithmica – start-page: 243 year: 2008 end-page: 264 ident: bib0004 article-title: PMAPPER: power and migration cost aware application placement in virtualized systems publication-title: Proceedings of the 9th ACM/IFIP/USENIX International Conference on Middleware, ser., Middleware ’08, (New York, NY, USA), SpringerVerlag New York, Inc. – volume: 5 start-page: 32 year: 1957 end-page: 38 ident: bib0029 article-title: Algorithms for the assignment and transportation problems publication-title: J. Soc. Indus. Appl. Math. – year: 2010 ident: bib0003 article-title: Optimal placement algorithms for virtual machines publication-title: Proceedings of CoRR – start-page: 331 year: 2007 end-page: 340 ident: bib0016 article-title: A scalable application placement controller for enterprise data centers publication-title: Proceedings of the 16th International Conference on World Wide Web, WWW ’07, (New York, NY, USA), ACM – start-page: 024 year: 2014 ident: 10.1016/j.comnet.2015.08.042_bib0007 article-title: Traffic-aware virtual machine placement in geographically distributed Clouds – start-page: 355 year: 2013 ident: 10.1016/j.comnet.2015.08.042_bib0025 article-title: Almost optimal virtual machine placement for traffic intense data centers – year: 2009 ident: 10.1016/j.comnet.2015.08.042_bib0020 article-title: VL2: A scalable and flexible data center network – ident: 10.1016/j.comnet.2015.08.042_bib0012 – year: 2011 ident: 10.1016/j.comnet.2015.08.042_bib0026 article-title: Topology switching for data center networks – volume: 176 start-page: 657 issue: 2 year: 2007 ident: 10.1016/j.comnet.2015.08.042_bib0019 article-title: A survey for the quadratic assignment problem publication-title: Eur. J. Oper. Res. doi: 10.1016/j.ejor.2005.09.032 – start-page: 1154 year: 2010 ident: 10.1016/j.comnet.2015.08.042_bib0001 article-title: Improving the scalability of data center networks with traffic-aware virtual machine placement – start-page: 243 year: 2008 ident: 10.1016/j.comnet.2015.08.042_bib0004 article-title: PMAPPER: power and migration cost aware application placement in virtualized systems – start-page: 498 year: 2012 ident: 10.1016/j.comnet.2015.08.042_bib0021 article-title: A stable network-aware vm placement for cloud systems – start-page: 331 year: 2007 ident: 10.1016/j.comnet.2015.08.042_bib0016 article-title: A scalable application placement controller for enterprise data centers – ident: 10.1016/j.comnet.2015.08.042_bib0010 – volume: 61 start-page: 274 issue: 2 year: 2011 ident: 10.1016/j.comnet.2015.08.042_bib0031 article-title: Graphical congestion games publication-title: Algorithmica doi: 10.1007/s00453-010-9417-x – start-page: 378 year: 2011 ident: 10.1016/j.comnet.2015.08.042_bib0027 article-title: Heterogeneous cloud computing – start-page: 424 year: 2014 ident: 10.1016/j.comnet.2015.08.042_bib0014 article-title: Optimal virtual machine placement in large-scale cloud systems – start-page: 1 year: 2010 ident: 10.1016/j.comnet.2015.08.042_bib0022 article-title: Improving the scalability of data center networks with traffic-aware virtual machine placement – volume: 86 start-page: 141 year: 1999 ident: 10.1016/j.comnet.2015.08.042_bib0008 article-title: Solution algorithms for the capacitated single allocation hub location problem publication-title: Ann. Oper. Res. doi: 10.1023/A:1018994432663 – start-page: 103 year: 2009 ident: 10.1016/j.comnet.2015.08.042_bib0018 article-title: Optimal virtual machine placement across multiple cloud providers – ident: 10.1016/j.comnet.2015.08.042_bib0028 – start-page: 1303 year: 2014 ident: 10.1016/j.comnet.2015.08.042_bib0006 article-title: Optimal approximation algorithm of virtual machine placement for data latency minimization in cloud systems – ident: 10.1016/j.comnet.2015.08.042_bib0017 – start-page: 91 year: 2011 ident: 10.1016/j.comnet.2015.08.042_bib0005 article-title: Comparing VM-placement algorithms for on-demand clouds – volume: 32 start-page: 118 year: 2014 ident: 10.1016/j.comnet.2015.08.042_bib0023 article-title: VM consolidation: A real case based on OpenStack Cloud publication-title: Future Gener. Comput. Syst. doi: 10.1016/j.future.2012.05.012 – start-page: 113 year: 2014 ident: 10.1016/j.comnet.2015.08.042_bib0013 article-title: A sharing-aware greedy Algorithm for virtual machine maximization – ident: 10.1016/j.comnet.2015.08.042_bib0015 – start-page: 179 year: 2010 ident: 10.1016/j.comnet.2015.08.042_bib0002 article-title: Multi-objective virtual machine placement in virtualized data center environments – start-page: 119 year: 2007 ident: 10.1016/j.comnet.2015.08.042_bib0011 article-title: Dynamic placement of virtual machines for managing SLA violations – ident: 10.1016/j.comnet.2015.08.042_bib0030 – year: 2010 ident: 10.1016/j.comnet.2015.08.042_bib0003 article-title: Optimal placement algorithms for virtual machines – year: 2010 ident: 10.1016/j.comnet.2015.08.042_bib0009 – volume: 5 start-page: 32 issue: 1 year: 1957 ident: 10.1016/j.comnet.2015.08.042_bib0029 article-title: Algorithms for the assignment and transportation problems publication-title: J. Soc. Indus. Appl. Math. doi: 10.1137/0105003 – volume: 50 start-page: 87 year: 2014 ident: 10.1016/j.comnet.2015.08.042_bib0024 article-title: Heuristics based server consolidation with residual resource defragmentation in cloud data centers publication-title: Future Gener. Comput. Syst. – start-page: 31 year: 2012 ident: 10.1016/j.comnet.2015.08.042_bib0032 article-title: Convergence dynamics of graphical congestion games – year: 2010 ident: 10.1016/j.comnet.2015.08.042_bib0033 article-title: Spectrum sharing as spatial congestion games publication-title: arXiv preprint arXiv:1011.5384 |
| SSID | ssj0004428 |
| Score | 2.300974 |
| Snippet | Following a shift from computing as a purchasable product to computing as a deliverable service to consumers over the Internet, cloud computing has emerged as... |
| SourceID | proquest crossref elsevier |
| SourceType | Aggregation Database Enrichment Source Index Database Publisher |
| StartPage | 508 |
| SubjectTerms | Algorithms Cloud computing Computation Computer simulation Consumers Data centers Demand Experiments Heuristic Heuristic methods Infrastructure Internet Interpersonal communication Machinery Mathematical models Network congestion Performance evaluation Placement Predictable flow Satisfaction Simulation Sink node Studies Traffic engineering Traffic flow Utility computing Virtual environments Virtual machine placement |
| Title | Network-aware virtual machine placement in cloud data centers with multiple traffic-intensive components |
| URI | https://dx.doi.org/10.1016/j.comnet.2015.08.042 https://www.proquest.com/docview/1727423447 https://www.proquest.com/docview/1770337415 |
| Volume | 91 |
| WOSCitedRecordID | wos000364436900033&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 customDbUrl: eissn: 1872-7069 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0004428 issn: 1389-1286 databaseCode: AIEXJ dateStart: 19990114 isFulltext: true titleUrlDefault: https://www.sciencedirect.com providerName: Elsevier |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lj9MwELbKLgc4IJ6isCAjcYsipbHzOpbVIhakCsGu1FvkOM42S5pU6YPV_jh-GzO2k5at0AISl7RyHo48X8bj8TczhLyFTyaPpQ8SUH7ocpC6G2dx5saiYHFUFL6Qni42EU0m8XSafB4MfnSxMJsqquv46ipZ_FdRQxsIG0Nn_0Lc_UOhAf6D0OEIYofjHwl-YojdrviOpK5N2ZoIEU2aVI7mYGkCABLQq2adO0gSdZCkibG82i_bswxXrcAUE27ZE92Rgt7UXQKoPseBrQ3h1KZz7codzzEJQ24Rtw0stl6IJNnxQpxW32ZK6gLDznhets4XMSvn1yJXvbv6U9MuVHNRrbVag0U-XNCdO6_WS-NUxI3_JLy-wN93x-2uU2MUYHTfaOvU3I-20coZjCsX5lObOtu0xRGsEDxT7qXT6Kb-l1XJgRfvzO6ByUSwN3EYH8Ylyh1GCil_gU7talJ_3UjJ_VXv7sKLgDXtYdWlO-TQj4IEtOrh-PRk-nEbmct1dd_-zbvgTc0w3O_rd8bRDTNB2z5nD8kDu2ihYwO2R2Sg6sfk_k4qyydk9gvsqIUdtbCjPexoWVMNO4qwoxZ2FGFHO9jRPdjRLeyekvP3J2fHH1xbxcOVLIxWbhagDc6F4jLLwd4PskSFPpZxCIpAhJgxLhxloVC5kqyA9Xsuk2ykIiV5AQasZM_IQQ09PCc0YzyQwve9ImecZblgXi5gzgp57mdSsiFh3fCl0qa4x0orVdpxGS9TM-gpDnqKBVi5PyRuf9fCpHi55fqok0xqzVRjfqYAplvuPOoEmVqNsUxxBQFrGs6jIXnTnwYljzt3olbNGq-BiZmh8f_inzt_Se5tv7QjcrBq1-oVuSs3q3LZvrbA_QkwadMU |
| 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=Network-aware+virtual+machine+placement+in+cloud+data+centers+with+multiple+traffic-intensive+components&rft.jtitle=Computer+networks+%28Amsterdam%2C+Netherlands+%3A+1999%29&rft.au=Ilkhechi%2C+Amir+Rahimzadeh&rft.au=Korpeoglu%2C+Ibrahim&rft.au=Ulusoy%2C+%C3%96zg%C3%BCr&rft.date=2015-11-14&rft.pub=Elsevier+B.V&rft.issn=1389-1286&rft.eissn=1872-7069&rft.volume=91&rft.spage=508&rft.epage=527&rft_id=info:doi/10.1016%2Fj.comnet.2015.08.042&rft.externalDocID=S1389128615003023 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1389-1286&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1389-1286&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1389-1286&client=summon |