{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,10]],"date-time":"2026-01-10T23:39:14Z","timestamp":1768088354241,"version":"3.49.0"},"reference-count":155,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2016,5,12]],"date-time":"2016-05-12T00:00:00Z","timestamp":1463011200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"name":"Brightspark Program University of Malaya","award":["BSP\/APP\/1635\/2013"],"award-info":[{"award-number":["BSP\/APP\/1635\/2013"]}]},{"name":"HIR Program Ministry of Education, Malaysia","award":["UM.C\/625\/1\/HIR\/MOE\/FCSIT\/03"],"award-info":[{"award-number":["UM.C\/625\/1\/HIR\/MOE\/FCSIT\/03"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Knowl Inf Syst"],"published-print":{"date-parts":[[2017,2]]},"DOI":"10.1007\/s10115-016-0951-y","type":"journal-article","created":{"date-parts":[[2016,5,12]],"date-time":"2016-05-12T09:51:49Z","timestamp":1463046709000},"page":"347-381","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":77,"title":["Cloud resource allocation schemes: review, taxonomy, and opportunities"],"prefix":"10.1007","volume":"50","author":[{"given":"Abdullah","family":"Yousafzai","sequence":"first","affiliation":[]},{"given":"Abdullah","family":"Gani","sequence":"additional","affiliation":[]},{"given":"Rafidah Md","family":"Noor","sequence":"additional","affiliation":[]},{"given":"Mehdi","family":"Sookhak","sequence":"additional","affiliation":[]},{"given":"Hamid","family":"Talebian","sequence":"additional","affiliation":[]},{"given":"Muhammad","family":"Shiraz","sequence":"additional","affiliation":[]},{"given":"Muhammad Khurram","family":"Khan","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,5,12]]},"reference":[{"issue":"6","key":"951_CR1","doi-asserted-by":"crossref","first-page":"599","DOI":"10.1016\/j.future.2008.12.001","volume":"25","author":"R Buyya","year":"2009","unstructured":"Buyya R, Yeo CS, Venugopal S, Broberg J, Brandic I (2009) Cloud computing and emerging IT platforms: vision, hype, and reality for delivering computing as the 5th utility. Future Gener Comput Syst 25(6):599\u2013616","journal-title":"Future Gener Comput Syst"},{"key":"951_CR2","doi-asserted-by":"crossref","unstructured":"Foster I, Zhao Y, Raicu I, Lu S (2008) Cloud computing and grid computing 360-degree compared. In: Grid computing environments workshop, pp 1\u201310","DOI":"10.1109\/GCE.2008.4738445"},{"key":"951_CR3","doi-asserted-by":"crossref","unstructured":"Dillon T, Wu C, Chang E (2010) Cloud computing: issues and challenges. In: 2010 24th IEEE international conference on advanced information networking and applications, pp 27\u201333","DOI":"10.1109\/AINA.2010.187"},{"key":"951_CR4","doi-asserted-by":"publisher","unstructured":"Hameed A, Khoshkbarforoushha A, Ranjan R, Jayaraman PP, Kolodziej J, Balaji P, Zeadally S, Malluhi QM, Tziritas N, Vishnu A, Khan SU, Zomaya A (2014) A survey and taxonomy on energy efficient resource allocation techniques for cloud computing systems. Computing. doi: 10.1007\/s00607-014-0407-8","DOI":"10.1007\/s00607-014-0407-8"},{"key":"951_CR5","doi-asserted-by":"crossref","unstructured":"Beloglazov A, Buyya R, Lee YC, Zomaya A (2011) A taxonomy and survey of energy-efficient data centers and cloud computing systems. Adv Comput 82(2):47\u2013111","DOI":"10.1016\/B978-0-12-385512-1.00003-7"},{"issue":"9","key":"951_CR6","doi-asserted-by":"crossref","first-page":"2093","DOI":"10.1016\/j.comnet.2013.04.001","volume":"57","author":"G Aceto","year":"2013","unstructured":"Aceto G, Botta A, de Donato W, Pescap\u00e8 A (2013) Cloud monitoring: a survey. Comput Netw 57(9):2093\u20132115","journal-title":"Comput Netw"},{"key":"951_CR7","doi-asserted-by":"crossref","unstructured":"Jennings B, Stadler R (2015) Resource management in clouds: Survey and research challenges. J Netw Syst Manag 23(3):567\u2013619","DOI":"10.1007\/s10922-014-9307-7"},{"issue":"6","key":"951_CR8","first-page":"97","volume":"3","author":"V Vinothina","year":"2012","unstructured":"Vinothina V, Sridaran R, Ganapathi P (2012) A survey on resource allocation strategies in cloud computing. Int J Adv Comput Sci Appl 3(6):97\u2013104","journal-title":"Int J Adv Comput Sci Appl"},{"issue":"1","key":"951_CR9","first-page":"1694","volume":"9","author":"M Ahmed","year":"2012","unstructured":"Ahmed M, Chowdhury A (2012) An advanced survey on cloud computing and state-of-the-art research issues. IJCSI Int J Comput Sci Issues 9(1):1694\u20130814","journal-title":"IJCSI Int J Comput Sci Issues"},{"key":"951_CR10","first-page":"55","volume":"508","author":"A Goyal","year":"2009","unstructured":"Goyal A, Dadizadeh S (2009) A survey on cloud computing. Univ Br Columbia Tech Rep CS 508:55\u201358","journal-title":"Univ Br Columbia Tech Rep CS"},{"issue":"3","key":"951_CR11","first-page":"1227","volume":"3","author":"R Choubey","year":"2011","unstructured":"Choubey R, Dubey R, Bhattacharjee J (2011) A survey on cloud computing security, challenges and threats. Int J Comput Sci Eng 3(3):1227\u20131231","journal-title":"Int J Comput Sci Eng"},{"key":"951_CR12","doi-asserted-by":"crossref","unstructured":"Atzori L, Granelli F, Pescap\u00e8 A (2011) A network-oriented survey and open issues in cloud computing. In: Cloud Computing: Methodology, Systems, and Applications. CRC Press, Florida, pp 91\u2013108","DOI":"10.1201\/b11149-7"},{"key":"951_CR13","doi-asserted-by":"crossref","unstructured":"Rimal B, Choi E, Lumb I (2009) A taxonomy and survey of cloud computing systems. In: INC, IMS IDC, 2009. NCM\u201909","DOI":"10.1109\/NCM.2009.218"},{"issue":"11","key":"951_CR14","doi-asserted-by":"crossref","first-page":"709","DOI":"10.1016\/j.parco.2013.09.009","volume":"39","author":"H Hussain","year":"2013","unstructured":"Hussain H, Malik SUR, Hameed A, Khan SU, Bickler G, Min-Allah N, Qureshi MB, Zhang L, Yongji W, Ghani N, Kolodziej J, Zomaya AY, Xu C-Z, Balaji P, Vishnu A, Pinel F, Pecero JE, Kliazovich D, Bouvry P, Li H, Wang L, Chen D, Rayes A (2013) A survey on resource allocation in high performance distributed computing systems. Parallel Comput 39(11):709\u2013736","journal-title":"Parallel Comput"},{"key":"951_CR15","doi-asserted-by":"crossref","first-page":"424","DOI":"10.1016\/j.jnca.2013.10.004","volume":"41","author":"SS Manvi","year":"2013","unstructured":"Manvi SS, Shyam GK (2013) Resource management for infrastructure as a service (IaaS) in cloud computing: a survey. J Netw Comput Appl 41:424\u2013440","journal-title":"J Netw Comput Appl"},{"issue":"2","key":"951_CR16","doi-asserted-by":"crossref","first-page":"480","DOI":"10.4304\/jsw.8.2.480-487","volume":"8","author":"L Huang","year":"2013","unstructured":"Huang L, Chen H, Hu T (2013) Survey on resource allocation policy and job scheduling algorithms of cloud computing. J Softw 8(2):480\u2013487","journal-title":"J Softw"},{"key":"951_CR17","unstructured":"Shuja J, Bilal K, Madani SA, Othman M, Ranjan R, Balaji P, Khan SU (2014) Survey of techniques and architectures for designing energy-efficient data centers. IEEE Syst J 99:1\u201313"},{"issue":"7","key":"951_CR18","doi-asserted-by":"crossref","first-page":"2473","DOI":"10.1007\/s11227-015-1400-5","volume":"71","author":"RW Ahmad","year":"2015","unstructured":"Ahmad RW, Gani A, Hamid SHAb, Shiraz M, Xia F, Madani SA (2015) Virtual machine migration in cloud data centers: a review, taxonomy, and open research issues. J Supercomput 71(7):2473\u20132515","journal-title":"J Supercomput"},{"key":"951_CR19","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1016\/j.jnca.2015.02.002","volume":"52","author":"RW Ahmad","year":"2015","unstructured":"Ahmad RW, Gani A, Hamid SHA, Shiraz M, Yousafzai A, Xia F (2015) A survey on virtual machine migration and server consolidation frameworks for cloud data centers. J Netw Comput Appl 52:11\u201325","journal-title":"J Netw Comput Appl"},{"issue":"4","key":"951_CR20","doi-asserted-by":"crossref","first-page":"50","DOI":"10.1145\/1721654.1721672","volume":"53","author":"M Armbrust","year":"2010","unstructured":"Armbrust M, Stoica I, Zaharia M, Fox A, Griffith R, Joseph AD, Katz R, Konwinski A, Lee G, Patterson D, Rabkin A (2010) A view of cloud computing. Commun ACM 53(4):50","journal-title":"Commun ACM"},{"key":"951_CR21","doi-asserted-by":"crossref","unstructured":"Mell P, Grance T (2011) The NIST definition of cloud computing [Recommendations of the National Institute of Standards and Technology-Special Publication 800-145]. NIST, Washington DC.Recuperado de, http:\/\/csrc.nist.gov\/publications\/nistpubs\/800-145\/SP800-145.pdf","DOI":"10.6028\/NIST.SP.800-145"},{"key":"951_CR22","unstructured":"AWS| Amazon Elastic Compute Cloud (EC2)\u2014Scalable Cloud Servers. http:\/\/aws.amazon.com\/ec2\/ . Accessed 05 Feb 2014"},{"key":"951_CR23","unstructured":"Public cloud hosting, computing, storage, and networking by rackspace. http:\/\/www.rackspace.com\/cloud\/ . Accessed 05 Feb 2014"},{"key":"951_CR24","unstructured":"Joyent. http:\/\/www.joyent.com\/ . Accessed 22 Apr 2014"},{"key":"951_CR25","unstructured":"EUCALYPTUS. https:\/\/www.eucalyptus.com\/ . Accessed 16 Apr 2014"},{"issue":"2","key":"951_CR26","doi-asserted-by":"crossref","first-page":"156","DOI":"10.1109\/TCC.2014.2305151","volume":"2","author":"H Morshedlou","year":"2014","unstructured":"Morshedlou H, Meybodi MR (2014) Decreasing impact of SLA violations: a proactive resource allocation approach for cloud computing environments. IEEE Trans Cloud Comput 2(2):156\u2013167","journal-title":"IEEE Trans Cloud Comput"},{"key":"951_CR27","unstructured":"ARM\u2014the architecture for the digital world. http:\/\/www.arm.com\/ . Accessed 05 Feb 2014"},{"key":"951_CR28","unstructured":"Intel $$^{\\textregistered }$$ \u00ae Atom $$^{{\\rm TM}}$$ TM Processor. http:\/\/www.intel.com\/content\/www\/us\/en\/processors\/atom\/atom-processor.html . Accessed 05 Feb 2014"},{"key":"951_CR29","unstructured":"Facebook, ARM, x86, and the future of the data center | ExtremeTech. http:\/\/www.extremetech.com\/extreme\/146850-facebook-arm-x86-and-the-future-of-the-data-center . Accessed 05 Feb 2014"},{"issue":"8","key":"951_CR30","doi-asserted-by":"crossref","first-page":"501","DOI":"10.1038\/nnano.2011.96","volume":"6","author":"RE Simpson","year":"2011","unstructured":"Simpson RE, Fons P, Kolobov AV, Fukaya T, Krbal M, Yagi T, Tominaga J (2011) Interfacial phase-change memory. Nat Nanotechnol 6(8):501\u2013505","journal-title":"Nat Nanotechnol"},{"key":"951_CR31","unstructured":"Memristor. http:\/\/www.memristor.org\/ . Accessed 05 Feb 2014"},{"key":"951_CR32","unstructured":"Solid state storage 101: an introduction to solid state storage. In: SNIA White Pap"},{"issue":"4","key":"951_CR33","doi-asserted-by":"crossref","first-page":"75","DOI":"10.1145\/1402946.1402968","volume":"38","author":"C Guo","year":"2008","unstructured":"Guo C, Wu H, Tan K, Shi L, Zhang Y, Lu S (2008) Dcell: a scalable and fault-tolerant network structure for data centers. SIGCOMM Comput Commun Rev 38(4):75\u201386","journal-title":"SIGCOMM Comput Commun Rev"},{"issue":"4","key":"951_CR34","doi-asserted-by":"crossref","first-page":"63","DOI":"10.1145\/1594977.1592577","volume":"39","author":"C Guo","year":"2009","unstructured":"Guo C, Lu G, Li D, Wu H, Zhang X, Shi Y, Tian C, Zhang Y, Lu S (2009) BCube: a high performance, server-centric network architecture for modular data centers. SIGCOMM Comput Commun Rev 39(4):63\u201374","journal-title":"SIGCOMM Comput Commun Rev"},{"key":"951_CR35","unstructured":"AWS | Amazon EC2 | Instance Types. http:\/\/aws.amazon.com\/ec2\/instance-types\/ . Accessed 05 Feb 2014"},{"key":"951_CR36","unstructured":"HPC applications. http:\/\/aws.amazon.com\/hpc-applications\/ . Accessed 05 Feb 2014"},{"key":"951_CR37","unstructured":"Heger DA (2010) Optimized resource allocation and task scheduling challenges in cloud computing environments. http:\/\/www.datanubes.com\/mediac\/CloudNP.pdf . Accessed 26 May 2014"},{"key":"951_CR38","doi-asserted-by":"crossref","unstructured":"Fujiwara I, Aida K, Ono I (2010) Applying double-sided combinational auctions to resource allocation in cloud computing. In: 2012 12th IEEE\/IPSJ international symposium on applications and the internet. pp 7\u201314","DOI":"10.1109\/SAINT.2010.93"},{"key":"951_CR39","unstructured":"Satterthwaite MA, Williams SR (1993) The Bayesian theory of the k-double auction. In: Friedman D, Rust J (eds) The Double Auction Market: Institutions, Theories, and Evidence. Addison-Wesley, Reading, MA, pp 99\u2013123"},{"key":"951_CR40","doi-asserted-by":"crossref","unstructured":"Lin W-Y, Lin G-Y, Wei H-Y (2010) Dynamic auction mechanism for cloud resource allocation. In: 2010 10th IEEE\/ACM international conference on, cluster, cloud and grid computing (CCGrid). pp 591\u2013592","DOI":"10.1109\/CCGRID.2010.92"},{"issue":"4","key":"951_CR41","first-page":"1641","volume":"8","author":"H Hu","year":"2012","unstructured":"Hu H, Li Z, Hu H (2012) An anti-cheating bidding approach for resource allocation in cloud computing environments. J Comput Inf Syst 8(4):1641\u20131654","journal-title":"J Comput Inf Syst"},{"key":"951_CR42","doi-asserted-by":"crossref","first-page":"334","DOI":"10.1007\/978-3-642-45293-2_25","volume-title":"Advanced parallel processing technologies","author":"J Sun","year":"2013","unstructured":"Sun J, Wang X, Li K, Wu C, Huang M, Wang X (2013) An auction and league championship algorithm based resource allocation mechanism for distributed cloud. In: Wu C, Cohen A (eds) Advanced parallel processing technologies, vol 8299. Springer, Berlin, pp 334\u2013346"},{"key":"951_CR43","doi-asserted-by":"crossref","first-page":"60","DOI":"10.1016\/j.jss.2015.06.025","volume":"108","author":"G Baranwal","year":"2015","unstructured":"Baranwal G, Vidyarthi DP (2015) A fair multi-attribute combinatorial double auction model for resource allocation in cloud computing. J Syst Softw 108:60\u201376","journal-title":"J Syst Softw"},{"issue":"2","key":"951_CR44","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1109\/TCC.2013.9","volume":"1","author":"S Zaman","year":"2013","unstructured":"Zaman S, Grosu D (2013) A combinatorial auction-based mechanism for dynamic VM provisioning and allocation in clouds. IEEE Trans Cloud Comput 1(2):129\u2013141","journal-title":"IEEE Trans Cloud Comput"},{"issue":"2","key":"951_CR45","doi-asserted-by":"crossref","first-page":"594","DOI":"10.1109\/TPDS.2014.2308224","volume":"26","author":"MM Nejad","year":"2015","unstructured":"Nejad MM, Mashayekhy L, Grosu D (2015) Truthful greedy mechanisms for dynamic virtual machine provisioning and allocation in clouds. IEEE Trans Parallel Distrib Syst 26(2):594\u2013603","journal-title":"IEEE Trans Parallel Distrib Syst"},{"key":"951_CR46","doi-asserted-by":"crossref","first-page":"321","DOI":"10.1007\/978-3-642-13067-0_35","volume-title":"Advances in grid and pervasive computing","author":"F Teng","year":"2010","unstructured":"Teng F, Magoul\u00e8s F (2010) A new game theoretical resource allocation algorithm for cloud computing. In: Bellavista P, Chang R-S, Chao H-C, Lin S-F, Sloot PA (eds) Advances in grid and pervasive computing, vol 6104. Springer, Berlin, pp 321\u2013330"},{"key":"951_CR47","doi-asserted-by":"crossref","first-page":"76","DOI":"10.1007\/978-3-642-39701-1_7","volume-title":"Wireless algorithms, systems, and applications","author":"Y Zhang","year":"2013","unstructured":"Zhang Y, Niyato D, Wang P (2013) An auction mechanism for resource allocation in mobile cloud computing systems. In: Ren K, Liu X, Liang W, Xu M, Jia X, Xing K (eds) Wireless algorithms, systems, and applications, vol 7992. Springer, Berlin, pp 76\u201387"},{"key":"951_CR48","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.knosys.2015.08.017","volume":"88","author":"G Nan","year":"2015","unstructured":"Nan G, Zang C, Dou R, Li M (2015) Pricing and resource allocation for multimedia social network in cloud environments. Knowl Based Syst 88:1\u201311","journal-title":"Knowl Based Syst"},{"issue":"5","key":"951_CR49","doi-asserted-by":"crossref","first-page":"755","DOI":"10.1016\/j.future.2011.04.017","volume":"28","author":"A Beloglazov","year":"2012","unstructured":"Beloglazov A, Abawajy J, Buyya R (2012) Energy-aware resource allocation heuristics for efficient management of data centers for cloud computing. Future Gener Comput Syst 28(5):755\u2013768","journal-title":"Future Gener Comput Syst"},{"issue":"8","key":"951_CR50","doi-asserted-by":"crossref","first-page":"1825","DOI":"10.3837\/tiis.2013.08.005","volume":"7","author":"MS Hasan","year":"2013","unstructured":"Hasan MS, Huh E-N (2013) Heuristic based energy-aware resource allocation by dynamic consolidation of virtual machines in cloud data center. TIIS 7(8):1825\u20131842","journal-title":"TIIS"},{"key":"951_CR51","doi-asserted-by":"crossref","unstructured":"Yazir YO, Matthews C, Farahbod R, Neville S, Guitouni A, Ganti S, Coady Y (2010) Dynamic resource allocation in computing clouds using distributed multiple criteria decision analysis. In: 2010 IEEE 3rd international conference on cloud computing (CLOUD), pp 91\u201398","DOI":"10.1109\/CLOUD.2010.66"},{"issue":"11","key":"951_CR52","first-page":"3021","volume":"9","author":"B Yin","year":"2012","unstructured":"Yin B, Wang Y, Meng L, Qiu X (2012) A multi-dimensional resource allocation algorithm in cloud computing. J Inf Comput Sci 9(11):3021\u20133028","journal-title":"J Inf Comput Sci"},{"key":"951_CR53","first-page":"133","volume-title":"Computer and information sciences II","author":"D Quan","year":"2012","unstructured":"Quan D, Basmadjian R, Meer H, Lent R, Mahmoodi T, Sannelli D, Mezza F, Telesca L, Dupont C (2012) Energy efficient resource allocation strategy for cloud data centres. In: Gelenbe E, Lent R, Sakellari G (eds) Computer and information sciences II. Springer, London, pp 133\u2013141"},{"key":"951_CR54","doi-asserted-by":"crossref","first-page":"654","DOI":"10.1007\/978-3-642-33618-8_86","volume-title":"On the move to meaningful internet systems: OTM 2012 workshops","author":"K Bessai","year":"2012","unstructured":"Bessai K, Youcef S, Oulamara A, Godart C, Nurcan S (2012) Multi-objective resources allocation approaches for workflow applications in cloud environments. In: Herrero P, Panetto H, Meersman R, Dillon T (eds) On the move to meaningful internet systems: OTM 2012 workshops, vol 7567. Springer, Berlin, pp 654\u2013657"},{"key":"951_CR55","doi-asserted-by":"crossref","first-page":"16","DOI":"10.1007\/978-3-642-12035-0_3","volume-title":"Information systems, technology and management","author":"Y Lee","year":"2010","unstructured":"Lee Y, Zomaya A (2010) Resource allocation for energy efficient large-scale distributed systems. In: Prasad S, Vin H, Sahni S, Jaiswal M, Thipakorn B (eds) Information systems, technology and management, vol 54. Springer, Berlin, pp 16\u201319"},{"issue":"3","key":"951_CR56","doi-asserted-by":"crossref","first-page":"1013","DOI":"10.1007\/s11227-013-1020-x","volume":"69","author":"HM Lee","year":"2014","unstructured":"Lee HM, Jeong YS, Jang HJ (2014) Performance analysis based resource allocation for green cloud computing. J Supercomput 69(3):1013\u20131026","journal-title":"J Supercomput"},{"key":"951_CR57","doi-asserted-by":"crossref","first-page":"103","DOI":"10.1007\/978-3-642-38586-5_4","volume-title":"Security, privacy and trust in cloud systems","author":"E Caron","year":"2014","unstructured":"Caron E, Desprez F, Rouzaud-Cornabas J (2014) Smart resource allocation to improve cloud security. In: Nepal S, Pathan M (eds) Security, privacy and trust in cloud systems. Springer, Berlin, pp 103\u2013143"},{"issue":"12","key":"951_CR58","doi-asserted-by":"crossref","first-page":"1656","DOI":"10.1002\/cpe.2864","volume":"25","author":"E Barrett","year":"2013","unstructured":"Barrett E, Howley E, Duggan J (2013) Applying reinforcement learning towards automating resource allocation and application scalability in the cloud. Concurr Comput Pract Exp 25(12):1656\u20131674","journal-title":"Concurr Comput Pract Exp"},{"issue":"6","key":"951_CR59","doi-asserted-by":"crossref","first-page":"1107","DOI":"10.1109\/TPDS.2012.283","volume":"24","author":"Z Xiao","year":"2013","unstructured":"Xiao Z, Song W, Chen Q (2013) Dynamic resource allocation using virtual machines for cloud computing environment. Parallel Distrib Syst IEEE Trans 24(6):1107\u20131117","journal-title":"Parallel Distrib Syst IEEE Trans"},{"key":"951_CR60","doi-asserted-by":"crossref","unstructured":"Lin CH, Lu CT, Chen YH, Li JS (2014) Resource allocation in cloud virtual machines based on empirical service traces. Int J Commun Syst 27(12):4210\u20134225","DOI":"10.1002\/dac.2607"},{"key":"951_CR61","doi-asserted-by":"crossref","unstructured":"Liang H, Xing T, Cai LX, Huang D, Peng D, Liu Y (2013) Adaptive computing resource allocation for mobile cloud computing. IJDSN 2013","DOI":"10.1155\/2013\/181426"},{"key":"951_CR62","doi-asserted-by":"crossref","unstructured":"Chang F, Ren J, Viswanathan R (2010) Optimal resource allocation in clouds. In: 2010 IEEE 3rd international conference on cloud computing (CLOUD), pp 418\u2013425","DOI":"10.1109\/CLOUD.2010.38"},{"issue":"1","key":"951_CR63","doi-asserted-by":"crossref","first-page":"256","DOI":"10.1109\/JSYST.2013.2253420","volume":"8","author":"G Nan","year":"2014","unstructured":"Nan G, Mao Z, Yu M, Li M, Wang H, Zhang Y (2014) Stackelberg game for bandwidth allocation in cloud-based wireless live-streaming social networks. IEEE Syst J 8(1):256\u2013267","journal-title":"IEEE Syst J"},{"issue":"1","key":"951_CR64","doi-asserted-by":"crossref","first-page":"273","DOI":"10.1016\/j.future.2011.10.013","volume":"29","author":"J Espadas","year":"2013","unstructured":"Espadas J, Molina A, Jim\u00e9nez G, Molina M, Ram\u00edrez R, Concha D (2013) A tenant-based resource allocation model for scaling Software-as-a-Service applications over cloud computing infrastructures. Future Gener Comput Syst 29(1):273\u2013286","journal-title":"Future Gener Comput Syst"},{"key":"951_CR65","doi-asserted-by":"crossref","first-page":"409","DOI":"10.1007\/978-3-319-00945-2_37","volume-title":"New results in dependability and computer systems","author":"W Stolarz","year":"2013","unstructured":"Stolarz W, Woda M (2013) Proposal of cost-effective tenant-based resource allocation model for a SaaS system. In: Zamojski W, Mazurkiewicz J, Sugier J, Walkowiak T, Kacprzyk J (eds) New results in dependability and computer systems, vol 224. Springer International Publishing, Berlin, pp 409\u2013420"},{"issue":"2","key":"951_CR66","doi-asserted-by":"crossref","first-page":"866","DOI":"10.1007\/s11227-013-0869-z","volume":"65","author":"C Li","year":"2013","unstructured":"Li C, Li L (2013) Efficient resource allocation for optimizing objectives of cloud users, IaaS provider and SaaS provider in cloud environment. J Supercomput 65(2):866\u2013885","journal-title":"J Supercomput"},{"issue":"2","key":"951_CR67","doi-asserted-by":"crossref","first-page":"193","DOI":"10.1504\/IJWGS.2013.054097","volume":"9","author":"C Li","year":"2013","unstructured":"Li C, Li L (2013) Resource allocation in cloud computing: model and algorithm. Int J Web Grid Serv 9(2):193\u2013211","journal-title":"Int J Web Grid Serv"},{"key":"951_CR68","doi-asserted-by":"crossref","first-page":"246","DOI":"10.1007\/978-3-642-42057-3_32","volume-title":"Intelligence science and big data engineering","author":"Y Li","year":"2013","unstructured":"Li Y, Zhuo L, Shen H (2013) An efficient resource allocation method for multimedia cloud computing. In: Sun C, Fang F, Zhou Z-H, Yang W, Liu Z-Y (eds) Intelligence science and big data engineering, vol 8261. Springer, Berlin, pp 246\u2013254"},{"key":"951_CR69","unstructured":"Hadoop. http:\/\/hadoop.apache.org\/ . Accessed 16 Apr 2014"},{"issue":"6","key":"951_CR70","doi-asserted-by":"crossref","first-page":"985","DOI":"10.1109\/TPDS.2011.65","volume":"22","author":"D Warneke","year":"2011","unstructured":"Warneke D, Kao O (2011) Exploiting dynamic resource allocation for efficient parallel data processing in the cloud. Parallel Distrib Syst IEEE Trans 22(6):985\u2013997","journal-title":"Parallel Distrib Syst IEEE Trans"},{"issue":"5","key":"951_CR71","doi-asserted-by":"crossref","first-page":"780","DOI":"10.3844\/jcssp.2012.780.788","volume":"8","author":"VV Kumar","year":"2012","unstructured":"Kumar VV, Palaniswami S (2012) A dynamic resource allocation method for parallel dataprocessing in cloud computing. J Comput Sci 8(5):780\u2013788","journal-title":"J Comput Sci"},{"key":"951_CR72","doi-asserted-by":"crossref","unstructured":"Goudarzi H, Pedram M (2011) Multi-dimensional SLA-based resource allocation for multi-tier cloud computing systems. In: Proceedings of the 2011 IEEE 4th international conference on cloud computing, pp 324\u2013331","DOI":"10.1109\/CLOUD.2011.106"},{"issue":"2","key":"951_CR73","doi-asserted-by":"crossref","first-page":"255","DOI":"10.1093\/comjnl\/bxt008","volume":"57","author":"H-Y Chang","year":"2013","unstructured":"Chang H-Y, Lu H-C, Huang Y-H, Lin Y-W, Tzang Y-J (2013) Novel auction mechanism with factor distribution rule for cloud resource allocation. Comput J 57(2):255\u2013262","journal-title":"Comput J"},{"key":"951_CR74","doi-asserted-by":"crossref","first-page":"263","DOI":"10.1007\/978-3-642-28073-3_27","volume-title":"Distributed computing and internet technology","author":"J Park","year":"2012","unstructured":"Park J, Yu H, Lee E (2012) Resource allocation techniques based on availability and movement reliability for mobile cloud computing. In: Ramanujam R, Ramaswamy S (eds) Distributed computing and internet technology, vol 7154. Springer, Berlin, pp 263\u2013264"},{"key":"951_CR75","doi-asserted-by":"crossref","first-page":"16","DOI":"10.1007\/978-3-642-30767-6_2","volume-title":"Advances in grid and pervasive computing","author":"J Wang","year":"2012","unstructured":"Wang J, Chen Y, Gmach D, Xie C, Wan J, Hua R (2012) pCloud: an adaptive I\/O resource allocation algorithm with revenue consideration over public clouds. In: Li R, Cao J, Bourgeois J (eds) Advances in grid and pervasive computing, vol 7296. Springer, Berlin, pp 16\u201330"},{"issue":"2","key":"951_CR76","doi-asserted-by":"crossref","first-page":"252","DOI":"10.1007\/s11227-009-0318-1","volume":"54","author":"G Wei","year":"2010","unstructured":"Wei G, Vasilakos A, Zheng Y, Xiong N (2010) A game-theoretic method of fair resource allocation for cloud computing services. J Supercomput 54(2):252\u2013269","journal-title":"J Supercomput"},{"issue":"4","key":"951_CR77","doi-asserted-by":"crossref","first-page":"550","DOI":"10.1109\/LCOMM.2012.021612.120204","volume":"16","author":"J Doyle","year":"2012","unstructured":"Doyle J, Shorten R, O\u2019Mahony D (2012) Fair-Share\u2019 for Fair Bandwidth allocation in cloud computing. IEEE Commun Lett 16(4):550\u2013553","journal-title":"IEEE Commun Lett"},{"issue":"8","key":"951_CR78","doi-asserted-by":"crossref","first-page":"379","DOI":"10.1016\/j.ipl.2011.01.008","volume":"111","author":"J-R Jiang","year":"2011","unstructured":"Jiang J-R (2011) Nondominated local coteries for resource allocation in grids and clouds. Inf Process Lett 111(8):379\u2013384","journal-title":"Inf Process Lett"},{"key":"951_CR79","doi-asserted-by":"crossref","first-page":"191","DOI":"10.1016\/j.jnca.2015.06.001","volume":"55","author":"K Cetinski","year":"2015","unstructured":"Cetinski K, Juric MB (2015) AME-WPC: advanced model for efficient workload prediction in the cloud. J Netw Comput Appl 55:191\u2013201","journal-title":"J Netw Comput Appl"},{"issue":"18","key":"951_CR80","doi-asserted-by":"crossref","first-page":"4112","DOI":"10.1016\/j.comnet.2011.07.019","volume":"55","author":"P Calyam","year":"2011","unstructured":"Calyam P, Patali R, Berryman A, Lai AM, Ramnath R (2011) Utility-directed resource allocation in virtual desktop clouds. Comput Netw 55(18):4112\u20134130","journal-title":"Comput Netw"},{"issue":"2","key":"951_CR81","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1007\/s11761-011-0092-9","volume":"7","author":"X Chen","year":"2011","unstructured":"Chen X, Zhang J, Li J, Li X (2011) Resource virtualization methodology for on-demand allocation in cloud computing systems. Serv Oriented Comput Appl 7(2):77\u2013100","journal-title":"Serv Oriented Comput Appl"},{"key":"951_CR82","doi-asserted-by":"crossref","first-page":"581","DOI":"10.1007\/978-3-642-27180-9_70","volume-title":"Grid and distributed computing","author":"C-T Yang","year":"2011","unstructured":"Yang C-T, Cheng H-Y, Huang K-L (2011) A dynamic resource allocation model for virtual machine management on cloud. In: Kim T, Adeli H, Cho H, Gervasi O, Yau S, Kang B-H, Villalba J (eds) Grid and distributed computing, vol 261. Springer, Berlin, pp 581\u2013590"},{"key":"951_CR83","doi-asserted-by":"crossref","first-page":"695","DOI":"10.1016\/j.proeng.2011.11.2568","volume":"23","author":"W Lin","year":"2011","unstructured":"Lin W, Wang JZ, Liang C, Qi D (2011) A threshold-based dynamic resource allocation scheme for cloud computing. Procedia Eng 23:695\u2013703","journal-title":"Procedia Eng"},{"key":"951_CR84","unstructured":"Chongguang REN (2011) An improved adaptive dynamic programming algorithm for cloud storage resource allocation. J Comput Inf Syst 7(15)"},{"issue":"1","key":"951_CR85","doi-asserted-by":"crossref","first-page":"94","DOI":"10.1016\/j.future.2011.05.016","volume":"28","author":"A Nathani","year":"2012","unstructured":"Nathani A, Chaudhary S, Somani G (2012) Policy based resource allocation in IaaS cloud. Future Gener Comput Syst 28(1):94\u2013103","journal-title":"Future Gener Comput Syst"},{"issue":"2","key":"951_CR86","doi-asserted-by":"crossref","first-page":"308","DOI":"10.1093\/comjnl\/bxt081","volume":"57","author":"T-D Nguyen","year":"2013","unstructured":"Nguyen T-D, Nguyen AT, Nguyen MD, Van Nguyen M, Huh E-N (2013) An improvement of resource allocation for migration process in cloud environment. Comput J 57(2):308\u2013318","journal-title":"Comput J"},{"key":"951_CR87","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1016\/j.future.2014.09.009","volume":"50","author":"K Sunil Rao","year":"2015","unstructured":"Sunil Rao K, Santhi Thilagam P (2015) Heuristics based server consolidation with residual resource defragmentation in cloud data centers. Future Gener Comput Syst 50:87\u201398","journal-title":"Future Gener Comput Syst"},{"key":"951_CR88","doi-asserted-by":"crossref","first-page":"443","DOI":"10.1007\/978-3-642-24650-0_38","volume-title":"Algorithms and architectures for parallel processing","author":"M Hussin","year":"2011","unstructured":"Hussin M, Lee Y, Zomaya A (2011) Reputation-based resource allocation in market-oriented distributed systems. In: Xiang Y, Cuzzocrea A, Hobbs M, Zhou W (eds) Algorithms and architectures for parallel processing, vol 7016. Springer, Berlin, pp 443\u2013452"},{"key":"951_CR89","doi-asserted-by":"crossref","first-page":"233","DOI":"10.1007\/978-3-642-25789-6_34","volume-title":"Recent advances in computer science and information engineering","author":"Y Liu","year":"2012","unstructured":"Liu Y, Yang S, Lin Q, Kim G-B (2012) Loyalty-based resource allocation mechanism in cloud computing. In: Qian Z, Cao L, Su W, Wang T, Yang H (eds) Recent advances in computer science and information engineering, vol 125. Springer, Berlin, pp 233\u2013238"},{"key":"951_CR90","doi-asserted-by":"crossref","first-page":"555","DOI":"10.1007\/978-3-642-22685-4_48","volume-title":"Computing and combinatorics","author":"K Liao","year":"2011","unstructured":"Liao K, Shen H (2011) Unconstrained and constrained fault-tolerant resource allocation. In: Fu B, Du D-Z (eds) Computing and combinatorics, vol 6842. Springer, Berlin, pp 555\u2013566"},{"key":"951_CR91","doi-asserted-by":"crossref","first-page":"236","DOI":"10.1007\/978-3-642-40164-0_23","volume-title":"Fundamentals of computation theory","author":"K Liao","year":"2013","unstructured":"Liao K, Shen H, Guo L (2013) Improved approximation algorithms for constrained fault-tolerant resource allocation. In: G\u0105sieniec L, Wolter F (eds) Fundamentals of computation theory, vol 8070. Springer, Berlin, pp 236\u2013247"},{"key":"951_CR92","doi-asserted-by":"crossref","unstructured":"Wu L, Garg SK, Buyya R (2011) SLA-based resource allocation for software as a service provider (SaaS) in cloud computing environments. In: 2011 11th IEEE\/ACM international symposium on cluster, cloud and grid computing (CCGrid), pp 195\u2013204","DOI":"10.1109\/CCGrid.2011.51"},{"key":"951_CR93","doi-asserted-by":"crossref","unstructured":"Emeakaroha VC, Brandic I, Maurer M, Breskovic I (2011) SLA-aware application deployment and resource allocation in clouds. In: 2011 IEEE 35th annual, computer software and applications conference workshops (COMPSACW), pp 298\u2013303","DOI":"10.1109\/COMPSACW.2011.97"},{"key":"951_CR94","unstructured":"Cloud service measurement initiative consortium (CSMIC), service measurement index. http:\/\/www.cloudcommons.com\/ . Accessed 02 Jul 2014"},{"key":"951_CR95","doi-asserted-by":"crossref","first-page":"154","DOI":"10.1007\/978-3-642-33427-6_11","volume-title":"Service-oriented and cloud computing","author":"K Sagbo","year":"2012","unstructured":"Sagbo K, Houngue P (2012) Quality architecture for resource allocation in cloud computing. In: Paoli F, Pimentel E, Zavattaro G (eds) Service-oriented and cloud computing, vol 7592. Springer, Berlin, pp 154\u2013168"},{"issue":"2","key":"951_CR96","doi-asserted-by":"crossref","first-page":"423","DOI":"10.1007\/s10115-014-0755-x","volume":"41","author":"W Liu","year":"2014","unstructured":"Liu W, Peng S, Du W, Wang W, Zeng GS (2014) Security-aware intermediate data placement strategy in scientific cloud workflows. Knowl Inf Syst 41(2):423\u2013447","journal-title":"Knowl Inf Syst"},{"key":"951_CR97","doi-asserted-by":"crossref","first-page":"121","DOI":"10.1016\/j.jnca.2014.04.011","volume":"43","author":"M Sookhak","year":"2014","unstructured":"Sookhak M, Talebian H, Ahmed E, Gani A, Khan MK (2014) A review on remote data auditing in single cloud server: taxonomy and open issues. J Netw Comput Appl 43:121\u2013141","journal-title":"J Netw Comput Appl"},{"issue":"3","key":"951_CR98","doi-asserted-by":"crossref","first-page":"835","DOI":"10.1007\/s11227-011-0625-1","volume":"64","author":"D Ergu","year":"2013","unstructured":"Ergu D, Kou G, Peng Y, Shi Y, Shi Y (2013) The analytic hierarchy process: task scheduling and resource allocation in cloud computing environment. J Supercomput 64(3):835\u2013848","journal-title":"J Supercomput"},{"key":"951_CR99","doi-asserted-by":"crossref","first-page":"333","DOI":"10.1007\/978-1-4614-2326-3_18","volume-title":"Cloud computing and services science","author":"MA Ghamdi","year":"2012","unstructured":"Ghamdi MA, Chester AP, He L, Jarvis SA (2012) Dynamic resource allocation for multi-tiered, cluster-based web hosting environments. In: Ivanov I, van Sinderen M, Shishkov B (eds) Cloud computing and services science. Springer, New York, pp 333\u2013352"},{"issue":"4","key":"951_CR100","doi-asserted-by":"crossref","first-page":"506","DOI":"10.1007\/s11704-011-0127-6","volume":"5","author":"S Yang","year":"2011","unstructured":"Yang S (2011) Research on resource allocation for multi-tier web applications in a virtualization environment. Front Comput Sci China 5(4):506\u2013512","journal-title":"Front Comput Sci China"},{"key":"951_CR101","doi-asserted-by":"crossref","first-page":"413","DOI":"10.1007\/978-3-642-35326-0_41","volume-title":"Advanced machine learning technologies and applications","author":"E Maghawry","year":"2012","unstructured":"Maghawry E, Ismail R, Badr N, Tolba M (2012) An enhanced resource allocation approach for optimizing sub query on cloud. In: Hassanien A, Salem A-B, Ramadan R, Kim T (eds) Advanced machine learning technologies and applications, vol 322. Springer, Berlin, pp 413\u2013422"},{"key":"951_CR102","doi-asserted-by":"crossref","first-page":"110","DOI":"10.1016\/j.comnet.2014.02.022","volume":"68","author":"P Calyam","year":"2014","unstructured":"Calyam P, Rajagopalan S, Seetharam S, Selvadhurai A, Salah K, Ramnath R (2014) VDC-analyst: design and verification of virtual desktop cloud resource allocations. Comput Netw 68:110\u2013122","journal-title":"Comput Netw"},{"key":"951_CR103","doi-asserted-by":"crossref","first-page":"186","DOI":"10.1007\/978-3-642-33078-0_14","volume-title":"Algorithms and architectures for parallel processing","author":"E Caron","year":"2012","unstructured":"Caron E, Desprez F, Muresan A, Suter F (2012) Budget constrained resource allocation for non-deterministic workflows on an IaaS cloud. In: Xiang Y, Stojmenovic I, Apduhan B, Wang G, Nakano K, Zomaya A (eds) Algorithms and architectures for parallel processing, vol 7439. Springer, Berlin, pp 186\u2013201"},{"issue":"6","key":"951_CR104","doi-asserted-by":"crossref","first-page":"1097","DOI":"10.1109\/TPDS.2012.309","volume":"24","author":"S Di","year":"2013","unstructured":"Di S, Wang C-L (2013) Error-tolerant resource allocation and payment minimization for cloud system. Parallel Distrib Syst IEEE Trans 24(6):1097\u20131106","journal-title":"Parallel Distrib Syst IEEE Trans"},{"issue":"12","key":"951_CR105","doi-asserted-by":"crossref","first-page":"3045","DOI":"10.1016\/j.cor.2013.06.012","volume":"40","author":"J-T Tsai","year":"2013","unstructured":"Tsai J-T, Fang J-C, Chou J-H (2013) Optimized task scheduling and resource allocation on cloud computing environment using improved differential evolution algorithm. Comput Oper Res 40(12):3045\u20133055","journal-title":"Comput Oper Res"},{"issue":"1","key":"951_CR106","first-page":"1","volume":"2","author":"M Mazzucco","year":"2012","unstructured":"Mazzucco M, Dyachuk D (2012) Optimizing cloud providers revenues via energy efficient server allocation. Sustain Comput Inform Syst 2(1):1\u201312","journal-title":"Sustain Comput Inform Syst"},{"key":"951_CR107","doi-asserted-by":"crossref","unstructured":"Hung PP, Bui TA, Morales MAG, Van Nguyen M, Huh EN (2013) Optimal collaboration of thin\u2013thick clients and resource allocation in cloud computing. Pers Ubiquitous Comput 18(3):563\u2013572","DOI":"10.1007\/s00779-013-0673-z"},{"key":"951_CR108","doi-asserted-by":"crossref","first-page":"411","DOI":"10.1007\/978-3-642-22709-7_41","volume-title":"Advances in computing and communications","author":"P Varalakshmi","year":"2011","unstructured":"Varalakshmi P, Ramaswamy A, Balasubramanian A, Vijaykumar P (2011) An optimal workflow based scheduling and resource allocation in cloud. In: Abraham A, Mauri JL, Buford J, Suzuki J, Thampi S (eds) Advances in computing and communications, vol 190. Springer, Berlin, pp 411\u2013420"},{"key":"951_CR109","doi-asserted-by":"crossref","first-page":"327","DOI":"10.1007\/978-3-642-31464-3_33","volume-title":"Parallel processing and applied mathematics","author":"J Kwiatkowski","year":"2012","unstructured":"Kwiatkowski J, Fras M (2012) Request distribution toolkit for virtual resources allocation. In: Wyrzykowski R, Dongarra J, Karczewski K, Wa\u015bniewski J (eds) Parallel processing and applied mathematics, vol 7203. Springer, Berlin, pp 327\u2013336"},{"issue":"1","key":"951_CR110","doi-asserted-by":"crossref","first-page":"207","DOI":"10.1007\/s10115-013-0623-0","volume":"38","author":"J Wu","year":"2013","unstructured":"Wu J, Chen L, Zheng Z, Lyu MR, Wu Z (2013) Clustering Web services to facilitate service discovery. Knowl Inf Syst 38(1):207\u2013229","journal-title":"Knowl Inf Syst"},{"key":"951_CR111","doi-asserted-by":"crossref","first-page":"591","DOI":"10.1007\/978-3-642-23863-5_60","volume-title":"Knowlege-based and intelligent information and engineering systems","author":"P Rygielski","year":"2011","unstructured":"Rygielski P, Tomczak J (2011) Context change detection for resource allocation in service-oriented systems. In: K\u00f6nig A, Dengel A, Hinkelmann K, Kise K, Howlett R, Jain L (eds) Knowlege-based and intelligent information and engineering systems, vol 6882. Springer, Berlin, pp 591\u2013600"},{"key":"951_CR112","first-page":"535","volume-title":"ICT and critical infrastructure: proceedings of the 48th Annual Convention of Computer Society of India-Vol I","author":"SR Qureshi","year":"2014","unstructured":"Qureshi SR (2014) Cache based cloud architecture for optimization of resource allocation and data distribution. In: Satapathy SC, Avadhani PS, Udgata SK, Lakshminarayana S (eds) ICT and critical infrastructure: proceedings of the 48th Annual Convention of Computer Society of India-Vol I, vol 248. Springer International Publishing, Berlin, pp 535\u2013542"},{"key":"951_CR113","doi-asserted-by":"crossref","first-page":"166","DOI":"10.1016\/j.jnca.2015.06.020","volume":"56","author":"K RahimiZadeh","year":"2015","unstructured":"RahimiZadeh K, AnaLoui M, Kabiri P, Javadi B (2015) Performance modeling and analysis of virtualized multi-tier applications under dynamic workloads. J Netw Comput Appl 56:166\u2013187","journal-title":"J Netw Comput Appl"},{"key":"951_CR114","doi-asserted-by":"crossref","unstructured":"Sato H, Koyama Y, Kurumatani K , Shiozawa Y, Deguchi H (2001) U-Mart: a test bed for interdisciplinary research into agent-based artificial markets. In Evolutionary Controversies in Economics. Springer, Japan, pp 179\u2013190","DOI":"10.1007\/978-4-431-67903-5_13"},{"key":"951_CR115","unstructured":"The CloudSim. http:\/\/www.cloudbus.org\/cloudsim\/ . Accessed 16 Apr 2014"},{"key":"951_CR116","unstructured":"SimJava. http:\/\/www.dcs.ed.ac.uk\/home\/hase\/simjava\/ . Accessed 16 Apr 2014"},{"key":"951_CR117","unstructured":"Parallel Workloads Archive. http:\/\/www.cs.huji.ac.il\/labs\/parallel\/workload\/ . Accessed 16 Apr 2014"},{"key":"951_CR118","unstructured":"The Grid Workloads Archive. http:\/\/gwa.ewi.tudelft.nl\/ . Accessed 16 Apr 2014"},{"key":"951_CR119","doi-asserted-by":"crossref","first-page":"106","DOI":"10.1007\/978-3-642-40820-5_10","volume-title":"Network and parallel computing","author":"C Gao","year":"2013","unstructured":"Gao C, Wang X, Huang M (2013) A cloud resource allocation mechanism based on mean-variance optimization and double multi-attribution auction. In: Hsu C-H, Li X, Shi X, Zheng R (eds) Network and parallel computing, vol 8147. Springer, Berlin, pp 106\u2013117"},{"issue":"7","key":"951_CR120","first-page":"1287","volume":"6","author":"X You","year":"2011","unstructured":"You X, Wan J, Xu X, Jiang C, Zhang W, Zhang J (2011) ARAS-M: automatic resource allocation strategy based on market mechanism in cloud computing. J Comput 6(7):1287\u20131296","journal-title":"J Comput"},{"key":"951_CR121","unstructured":"The Xen Project. http:\/\/www.xenproject.org\/ . Accessed 16 Apr 2014"},{"key":"951_CR122","unstructured":"MATLAB. http:\/\/www.mathworks.com\/products\/matlab\/ . Accessed 16 Apr 2014"},{"key":"951_CR123","unstructured":"VMware vSphere. https:\/\/www.vmware.com\/products\/vsphere\/ . Accessed 16 Apr 2014"},{"key":"951_CR124","unstructured":"httperf. http:\/\/www.hpl.hp.com\/research\/linux\/httperf\/ . Accessed 25 Apr 2014"},{"key":"951_CR125","unstructured":"O\u2019Malley O, Murthy AC (2009) Winning a 60 second dash with a yellow elephant hadoop implementation. pp 1\u20139"},{"key":"951_CR126","unstructured":"CoMon. http:\/\/comon.cs.princeton.edu\/ . Accessed 16 Apr 2014"},{"key":"951_CR127","unstructured":"Apache JMeter. https:\/\/jmeter.apache.org\/ . Accessed 16 Apr 2014"},{"key":"951_CR128","doi-asserted-by":"crossref","unstructured":"Raycroft P, Jansen R, Jarus M, Brenner PR (2014) Performance bounded energy efficient virtual machine allocation in the global cloud. Sustain Comput Inform Syst 4(1):1\u20139","DOI":"10.1016\/j.suscom.2013.07.001"},{"key":"951_CR129","unstructured":"VMware ESXi and ESX. http:\/\/www.vmware.com\/products\/esxi-and-esx\/overview . Accessed 16 Apr 2014"},{"key":"951_CR130","unstructured":"The GridSim. http:\/\/www.cloudbus.org\/gridsim\/ . Accessed 16 Apr 2014"},{"key":"951_CR131","unstructured":"UMass Trace Repository. http:\/\/traces.cs.umass.edu\/ . Accessed 25 Apr 2014"},{"key":"951_CR132","unstructured":"DiskSim. http:\/\/www.pdl.cmu.edu\/DiskSim\/ . Accessed 16 Apr 2014"},{"key":"951_CR133","unstructured":"OpenNebula. http:\/\/opennebula.org\/ . Accessed 16 Apr 2014"},{"key":"951_CR134","unstructured":"HPCC. http:\/\/icl.cs.utk.edu\/hpcc\/ . Accessed 25 Apr 2014"},{"key":"951_CR135","unstructured":"SimGrid. http:\/\/simgrid.gforge.inria.fr\/ . Accessed 16 Apr 2014"},{"key":"951_CR136","unstructured":"OMNeT++. http:\/\/www.omnetpp.org\/ . Accessed 16 Apr 2014"},{"key":"951_CR137","unstructured":"ClarkNet-HTTP. http:\/\/ita.ee.lbl.gov\/html\/contrib\/ClarkNet-HTTP.html . Accessed 16 Apr 2014"},{"key":"951_CR138","doi-asserted-by":"crossref","unstructured":"RUBiS. http:\/\/rubis.ow2.org\/ . Accessed 25 Apr 2014","DOI":"10.20418\/jrcd.vol2no1.178"},{"key":"951_CR139","unstructured":"GENI. http:\/\/www.geni.net\/ . Accessed 16 Apr 2014"},{"issue":"22","key":"951_CR140","first-page":"9235","volume":"9","author":"J Guo","year":"2013","unstructured":"Guo J, Wu J, Liu Q, Yan Y, Zhang B (2013) Research on virtual machine resources dynamic allocation method based on revenue in cloud computing. J Comput Inf Syst 9(22):9235\u20139242","journal-title":"J Comput Inf Syst"},{"key":"951_CR141","unstructured":"Parallel Colt. https:\/\/sites.google.com\/site\/piotrwendykier\/software\/parallelcolt . Accessed 16 Apr 2014"},{"key":"951_CR142","doi-asserted-by":"crossref","unstructured":"Zhang Y, Juels A, Reiter MK, Ristenpart T (2012) Cross-VM side channels and their use to extract private keys. In: Proceedings of the 2012 ACM conference on computer and communications security\u2014CCS \u201912, p 305","DOI":"10.1145\/2382196.2382230"},{"key":"951_CR143","doi-asserted-by":"crossref","unstructured":"Ristenpart T, Tromer E, Shacham H, Savage S (2009) Hey, you, get off of my cloud. In: Proceedings of the 16th ACM conference on computer and communications security\u2014CCS \u201909, p 199","DOI":"10.1145\/1653662.1653687"},{"key":"951_CR144","unstructured":"Wu Z, Xu Z, Wang H (2012) Whispers in the hyper-space: high-speed covert channel attacks in the cloud, In: Presented as part of the 21st USENIX Security Symposium (USENIX Security 12), pp 159\u2013173"},{"key":"951_CR145","unstructured":"Kivity A, Kamay Y, Laor D (2007) kvm: the Linux virtual machine monitor. In: Proceedings of the Linux symposium, vol 1. pp 225\u2013230"},{"issue":"4","key":"951_CR146","doi-asserted-by":"crossref","first-page":"42","DOI":"10.1109\/MNET.2011.5958007","volume":"25","author":"PT Endo","year":"2011","unstructured":"Endo PT, de AlmeidaPalhares AV, Pereira NN, Goncalves GE, Sadok D, Kelner J, Melander B, Mangs J-E (2011) Resource allocation for distributed cloud: concepts and research challenges. Netw IEEE 25(4):42\u201346","journal-title":"Netw IEEE"},{"key":"951_CR147","unstructured":"Wood T, Shenoy PJ, Venkataramani A, Yousif MS (2007) Black-box and gray-box strategies for virtual machine migration. NSDI 7:17\u201317"},{"key":"951_CR148","doi-asserted-by":"crossref","unstructured":"Hargrove P, Duell J (2006) Berkeley lab checkpoint\/restart (blcr) for linux clusters. J Phys Conf Ser 46(1):494","DOI":"10.1088\/1742-6596\/46\/1\/067"},{"key":"951_CR149","doi-asserted-by":"crossref","unstructured":"Kalim U, Gardner MK, Brown EJ, Feng WC (2013) Seamless migration of virtual machines across networks. In: 2013 22nd International Conference on Computer Communications and Networks (ICCCN). IEEE, pp 1\u20137","DOI":"10.1109\/ICCCN.2013.6614190"},{"key":"951_CR150","unstructured":"Smart cooling of data centers. 03 Jun 2003"},{"key":"951_CR151","unstructured":"The Problem of Power Consumption in Servers | IntelDeveloper Zone. https:\/\/software.intel.com\/en-us\/articles\/the-problem-of-power-consumption-in-servers . Accessed 28 Jan 2015"},{"key":"951_CR152","unstructured":"Energy Efficiency, Data Centers | NRDC. http:\/\/www.nrdc.org\/energy\/data-center-efficiency-assessment.asp . Accessed 05 Feb 2015"},{"issue":"1","key":"951_CR153","doi-asserted-by":"crossref","first-page":"76","DOI":"10.1145\/1740390.1740408","volume":"44","author":"B-G Chun","year":"2010","unstructured":"Chun B-G, Iannaccone G, Iannaccone G, Katz R, Lee G, Niccolini L (2010) An energy case for hybrid datacenters. ACM SIGOPS Oper Syst Rev 44(1):76","journal-title":"ACM SIGOPS Oper Syst Rev"},{"key":"951_CR154","doi-asserted-by":"crossref","unstructured":"Puliafito A (2012) Cloud@ home: toward a volunteer cloud. IT Prof Mag 14(1):27","DOI":"10.1109\/MITP.2011.111"},{"issue":"3","key":"951_CR155","doi-asserted-by":"crossref","first-page":"464","DOI":"10.1109\/TPDS.2012.144","volume":"24","author":"S Di","year":"2013","unstructured":"Di S, Wang C-L (2013) Dynamic optimization of multiattribute resource allocation in self-organizing clouds. IEEE Trans Parallel Distrib Syst 24(3):464\u2013478","journal-title":"IEEE Trans Parallel Distrib Syst"}],"container-title":["Knowledge and Information Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10115-016-0951-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10115-016-0951-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10115-016-0951-y","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10115-016-0951-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,7]],"date-time":"2019-09-07T15:25:30Z","timestamp":1567869930000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10115-016-0951-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,5,12]]},"references-count":155,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2017,2]]}},"alternative-id":["951"],"URL":"https:\/\/doi.org\/10.1007\/s10115-016-0951-y","relation":{},"ISSN":["0219-1377","0219-3116"],"issn-type":[{"value":"0219-1377","type":"print"},{"value":"0219-3116","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,5,12]]}}}