메뉴 건너뛰기




Volumn , Issue , 2014, Pages 1-266

Optimized Cloud Resource Management and Scheduling: Theories and Practices

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATION THEORY; ENERGY EFFICIENCY; INDUSTRIAL RESEARCH; INFORMATION MANAGEMENT; NATURAL RESOURCES MANAGEMENT; RESOURCE ALLOCATION; SCHEDULING ALGORITHMS; STUDENTS;

EID: 84941712443     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1016/C2013-0-13415-0     Document Type: Book
Times cited : (38)

References (294)
  • 1
    • 84941721273 scopus 로고    scopus 로고
    • Virtualization and Cloud computing (in Chinese)
    • IBM. Virtualization and Cloud computing (in Chinese), 2009.
    • (2009)
  • 2
    • 84941721274 scopus 로고    scopus 로고
    • Wiki, March 15
    • Wiki, March 15, 2014. http://en.wikipedia.org/wiki/Wiki.
    • (2014)
  • 3
    • 85032525816 scopus 로고    scopus 로고
    • Above the Clouds: a Berkeley view of Cloud computing. Technical report
    • Armbrust M. Above the Clouds: a Berkeley view of Cloud computing. Technical report, 2009.
    • (2009)
    • Armbrust, M.1
  • 4
    • 62949225623 scopus 로고    scopus 로고
    • Cloud computing and grid computing 360-degree compared
    • Foster I, Zhao Y, Raicu I, Lu S. Cloud computing and grid computing 360-degree compared, 2008.
    • (2008)
    • Foster, I.1    Zhao, Y.2    Raicu, I.3    Lu, S.4
  • 5
    • 85032528652 scopus 로고    scopus 로고
    • HP Cloud research, March 10
    • HP Cloud research, March 10, 2014. http://www.hpl.hp.com/research/cloud.html.
    • (2014)
  • 6
    • 84941721278 scopus 로고    scopus 로고
    • IDC's digital universe study (sponsored by EMC), December
    • IDC's digital universe study (sponsored by EMC), December 2012.
    • (2012)
  • 7
    • 84941721279 scopus 로고    scopus 로고
    • Amazon Elastic Compute Cloud. March 12
    • Amazon Elastic Compute Cloud. March 12, 2014. http://aws.amazon.com/ec2/.
    • (2014)
  • 8
    • 84941721280 scopus 로고    scopus 로고
    • Microsoft, Azure. March 10
    • Microsoft, Azure. March 10, 2014. http://www.microsoft.com/windowsazure/.
    • (2014)
  • 9
    • 85032518197 scopus 로고    scopus 로고
    • VMware Cloud Computing. March 10
    • VMware Cloud Computing. March 10, 2014. http://www.vmware.com/solutions/cloud-computing/.
    • (2014)
  • 10
    • 84941721282 scopus 로고    scopus 로고
    • The Definitive Guide
    • Reilly O. Hadoop. The Definitive Guide, 2009.
    • (2009)
    • Hadoop, R.O.1
  • 11
    • 84941721283 scopus 로고    scopus 로고
    • The Hadoop Project. March 10
    • The Hadoop Project. March 10, 2014. http://hadoop.apache.org.
    • (2014)
  • 12
    • 85032533795 scopus 로고    scopus 로고
    • Eucalyptus Public Cloud. March 12
    • Eucalyptus Public Cloud. March 12, 2014. http://open.eucalyptus.com/wiki/Documentation.
    • (2014)
  • 14
    • 62149144693 scopus 로고    scopus 로고
    • Beyond the data deluge
    • Bell G., Hey T., Szalay A. Beyond the data deluge. Science 2009, 323(5919):1297-1298.
    • (2009) Science , vol.323 , Issue.5919 , pp. 1297-1298
    • Bell, G.1    Hey, T.2    Szalay, A.3
  • 16
    • 84941721285 scopus 로고    scopus 로고
    • Big Data Research and Development Initiative
    • Big Data Research and Development Initiative. http://www.whitehouse.gov/sites/default/files/microsites/ostp/big_data_press_release_final_2.pdf.
  • 17
    • 85013746641 scopus 로고    scopus 로고
    • http://wikibon.org/wiki/v/Big_Data_Market_Size_and_Vendor_RevenuesBig_Data_Market_Size_and_Vendor_Revenues.
  • 18
    • 84871552513 scopus 로고    scopus 로고
    • Cloud computing and big data analytics: what is new from databases perspective?
    • Springer, Berlin, Heidelberg
    • Gupta R., Gupta H., Mohania M. Cloud computing and big data analytics: what is new from databases perspective?. Big data analytics 2012, Springer, Berlin, Heidelberg, p. 42-61.
    • (2012) Big data analytics , pp. 42-61
    • Gupta, R.1    Gupta, H.2    Mohania, M.3
  • 19
    • 84879547252 scopus 로고    scopus 로고
    • Research status and scientific thinking of big data
    • (In Chinese)
    • Li G.J., Cheng X.Q. Research status and scientific thinking of big data. Bull Chin Acad Sci 2012, 27(6):647-657. (In Chinese).
    • (2012) Bull Chin Acad Sci , vol.27 , Issue.6 , pp. 647-657
    • Li, G.J.1    Cheng, X.Q.2
  • 20
    • 84941721287 scopus 로고    scopus 로고
    • Apache Hadoop
    • Apache Hadoop. http://hadoop.apache.org/.
  • 22
    • 85013762119 scopus 로고    scopus 로고
    • http://cassandra.apache.org/.
  • 23
    • 85013784644 scopus 로고    scopus 로고
    • http://www.mongodb.org/.
  • 24
    • 84873131659 scopus 로고    scopus 로고
    • Challenges and opportunities with big data
    • Labrinidis A., Jagadish H.V. Challenges and opportunities with big data. Proc VLDB Endowment 2012, 5(12):2032-2033.
    • (2012) Proc VLDB Endowment , vol.5 , Issue.12 , pp. 2032-2033
    • Labrinidis, A.1    Jagadish, H.V.2
  • 25
    • 85013833219 scopus 로고    scopus 로고
    • http://mahout.apache.org/.
  • 26
    • 62949225623 scopus 로고    scopus 로고
    • Cloud computing and grid computing 360-degree compared. Grid computing environments workshop, IEEE
    • Foster I, Zhao Y, Raicu I, Shiyong L. Cloud computing and grid computing 360-degree compared. Grid computing environments workshop, IEEE, 2008. p. 1-10.
    • (2008) , pp. 1-10
    • Foster, I.1    Zhao, Y.2    Raicu, I.3    Shiyong, L.4
  • 27
    • 84941721291 scopus 로고    scopus 로고
    • OpenNebula
    • OpenNebula. http://www.opennebula.org.
  • 28
    • 84941721292 scopus 로고    scopus 로고
    • OpenNebulaArchitecture
    • OpenNebulaArchitecture. http://www.opennebula.org/documentation:archives:rel2.2:architecture.
  • 31
    • 84941721293 scopus 로고    scopus 로고
    • Openstack
    • Openstack. http://www.openstack.org.
  • 33
    • 84941721294 scopus 로고    scopus 로고
    • KVM (Kernel Based Virtual Machine)
    • KVM (Kernel Based Virtual Machine). http://www.linux-kvm.org/page/Main.
  • 36
    • 37549003336 scopus 로고    scopus 로고
    • MapReduce: simplified data processing on large clusters
    • Dean J., Ghemawat S. MapReduce: simplified data processing on large clusters. Commun ACM 2008, 51(1):107-113.
    • (2008) Commun ACM , vol.51 , Issue.1 , pp. 107-113
    • Dean, J.1    Ghemawat, S.2
  • 37
    • 84904172889 scopus 로고    scopus 로고
    • Study and improvement of MapReduce based on Hadoop
    • (In Chinese)
    • Li Y.L., Dong J. Study and improvement of MapReduce based on Hadoop. Comput Eng Des 2012, 33(8):3110-3116. (In Chinese).
    • (2012) Comput Eng Des , vol.33 , Issue.8 , pp. 3110-3116
    • Li, Y.L.1    Dong, J.2
  • 39
    • 79955085235 scopus 로고    scopus 로고
    • Megastore: providing scalable, highly available storage for interactive services. CIDR
    • Baker J, Bond C, Corbett JC, Furman JJ, Khorlin A, Larson J, et al. Megastore: providing scalable, highly available storage for interactive services. CIDR 2011, 11: p. 223-34.
    • (2011) , vol.11 , pp. 223-234
    • Baker, J.1    Bond, C.2    Corbett, J.C.3    Furman, J.J.4    Khorlin, A.5    Larson, J.6
  • 40
    • 78650811522 scopus 로고    scopus 로고
    • An overview of the Hadoop/MapReduce/HBase framework and its current applications in bioinformatics
    • Taylor R.C. An overview of the Hadoop/MapReduce/HBase framework and its current applications in bioinformatics. BMC Bioinformatics 2010, 11(Suppl. 12):S1.
    • (2010) BMC Bioinformatics , vol.11 , pp. S1
    • Taylor, R.C.1
  • 41
    • 84941721295 scopus 로고    scopus 로고
    • Avro
    • Avro. http://avro.apache.org/.
  • 45
    • 85032529114 scopus 로고    scopus 로고
    • Swift Workflow System
    • Swift Workflow System. http://www.ci.uchicago.edu/Swift/main/.
  • 49
    • 84941721297 scopus 로고    scopus 로고
    • Scribe
    • Scribe. https://github.com/facebook/scribe.
  • 50
    • 84941721298 scopus 로고    scopus 로고
    • Kafka
    • Kafka. http://kafka.apache.org/.
  • 51
    • 84941721299 scopus 로고    scopus 로고
    • Flume
    • Flume. https://github.com/cloudera/flume.
  • 52
    • 84941721300 scopus 로고    scopus 로고
    • TimeTunnel
    • TimeTunnel. http://code.taobao.org/p/TimeTunnel/src/.
  • 56
    • 85032538258 scopus 로고    scopus 로고
    • Cloudera Impala: real-time queries in Apache Hadoop, for real
    • Kornacker M, Erickson J. Cloudera Impala: real-time queries in Apache Hadoop, for real. 2012. http://blog.cloudera.com/blog/2012/10/cloudera-impala-real-time-queries-in-apache-hadoop-for-real/.
    • (2012)
    • Kornacker, M.1    Erickson, J.2
  • 58
    • 84941721302 scopus 로고    scopus 로고
    • Tuning hyperparameters on live traffic with S4
    • In TechPulse 2010: Internal Yahoo! Conference
    • Malkin J, Schroedl S, Nair A, Neumeyer L. Tuning hyperparameters on live traffic with S4. In TechPulse 2010: Internal Yahoo! Conference, 2010.
    • (2010)
    • Malkin, J.1    Schroedl, S.2    Nair, A.3    Neumeyer, L.4
  • 61
    • 84941721303 scopus 로고    scopus 로고
    • Storm. Distributed and fault-tolerant real-time computation
    • Storm. Distributed and fault-tolerant real-time computation, http://storm-project.net/.
  • 62
    • 84941721304 scopus 로고    scopus 로고
    • Tableau
    • Tableau. http://www.tableausoftware.com/.
  • 63
    • 84941721305 scopus 로고    scopus 로고
    • Visual.ly
    • Visual.ly. http://visuanl.ly/.
  • 64
    • 84874754580 scopus 로고    scopus 로고
    • Big data management: concept, techniques and challenges
    • (In Chinese)
    • Meng X.F., Ci X. Big data management: concept, techniques and challenges. J Comput Res Dev 2013, 50(1):146-169. (In Chinese).
    • (2013) J Comput Res Dev , vol.50 , Issue.1 , pp. 146-169
    • Meng, X.F.1    Ci, X.2
  • 65
    • 84962604665 scopus 로고    scopus 로고
    • Overview of big data research
    • (In Chinese)
    • Tao X.J., Hu X.F., Liu Y. Overview of big data research. J Syst Simul 2013, 25S:142-146. (In Chinese).
    • (2013) J Syst Simul , vol.25 S , pp. 142-146
    • Tao, X.J.1    Hu, X.F.2    Liu, Y.3
  • 66
    • 84903473319 scopus 로고    scopus 로고
    • Big data research
    • (In Chinese)
    • Yan X.F., Zhang D.X. Big data research. Comput Technol Dev 2013, 23(4):168-172. (In Chinese).
    • (2013) Comput Technol Dev , vol.23 , Issue.4 , pp. 168-172
    • Yan, X.F.1    Zhang, D.X.2
  • 67
    • 81055156446 scopus 로고    scopus 로고
    • Architecting big data: challenges, studies and forecasts
    • (In Chinese)
    • Wang S., Wang H.J., Qin X.P., Zhou X. Architecting big data: challenges, studies and forecasts. Chin J Comput 2011, 34(10):1741-1752. (In Chinese).
    • (2011) Chin J Comput , vol.34 , Issue.10 , pp. 1741-1752
    • Wang, S.1    Wang, H.J.2    Qin, X.P.3    Zhou, X.4
  • 68
    • 79957809015 scopus 로고    scopus 로고
    • HadoopDB: an architectural hybrid of MapReduce and DBMS technologies for analytical workloads
    • Abouzeid A., Bajda-Pawlikowski K., Abadi D., Silberschatz A., Rasin A. HadoopDB: an architectural hybrid of MapReduce and DBMS technologies for analytical workloads. Proc VLDB Endowment 2009, 2(1):922-933.
    • (2009) Proc VLDB Endowment , vol.2 , Issue.1 , pp. 922-933
    • Abouzeid, A.1    Bajda-Pawlikowski, K.2    Abadi, D.3    Silberschatz, A.4    Rasin, A.5
  • 69
    • 77954734823 scopus 로고    scopus 로고
    • HadoopDB in action: building real world applications
    • ACM Press, Indianapolis, IN, A.K. Elmagarmid, D. Agrawal (Eds.)
    • Abouzied A., Bajda-Pawlikowski K., Huang J.W., Abadi D.J., Silberschatz A. HadoopDB in action: building real world applications. Proceedings of the SIGMOD 2010, 1111-1114. ACM Press, Indianapolis, IN. doi:10.1145/1807167.1807294, A.K. Elmagarmid, D. Agrawal (Eds.).
    • (2010) Proceedings of the SIGMOD , pp. 1111-1114
    • Abouzied, A.1    Bajda-Pawlikowski, K.2    Huang, J.W.3    Abadi, D.J.4    Silberschatz, A.5
  • 70
    • 84863176940 scopus 로고    scopus 로고
    • Big data analysis-competition and symbiosis of RDBMS and MapReduce
    • (In Chinese)
    • Qin X.P., Wang H.J., Du X.Y., Wang S. Big data analysis-competition and symbiosis of RDBMS and MapReduce. J Softw 2012, 23(1):32-45. (In Chinese).
    • (2012) J Softw , vol.23 , Issue.1 , pp. 32-45
    • Qin, X.P.1    Wang, H.J.2    Du, X.Y.3    Wang, S.4
  • 71
    • 84874579152 scopus 로고    scopus 로고
    • New landscape of data management technologies
    • (In Chinese)
    • Qin X.P., Wang H.J., Li F.R., Li C.P., Chen H., Zhou X., et al. New landscape of data management technologies. J Softw 2013, 24(2):175-197. (In Chinese).
    • (2013) J Softw , vol.24 , Issue.2 , pp. 175-197
    • Qin, X.P.1    Wang, H.J.2    Li, F.R.3    Li, C.P.4    Chen, H.5    Zhou, X.6
  • 72
    • 84883014425 scopus 로고    scopus 로고
    • Survey on NoSQL for management of big data
    • (In Chinese)
    • Shen D.R., Yu G., Wang X.T., Nie T.Z., Kou Y. Survey on NoSQL for management of big data. J. Softw 2013, 24(8):1786-1803. (In Chinese).
    • (2013) J. Softw , vol.24 , Issue.8 , pp. 1786-1803
    • Shen, D.R.1    Yu, G.2    Wang, X.T.3    Nie, T.Z.4    Kou, Y.5
  • 76
    • 29644434815 scopus 로고    scopus 로고
    • Pegasus: a framework for mapping complex scientific workflows onto distributed systems
    • Deelman E., Singh G., Su M.H., Blythe J., Gil Y., Kesselman C., et al. Pegasus: a framework for mapping complex scientific workflows onto distributed systems. Sci Programming 2005, 13(3):219-237.
    • (2005) Sci Programming , vol.13 , Issue.3 , pp. 219-237
    • Deelman, E.1    Singh, G.2    Su, M.H.3    Blythe, J.4    Gil, Y.5    Kesselman, C.6
  • 79
    • 85032559587 scopus 로고    scopus 로고
    • API design for IaaS Cloud computing service
    • Fujistu, API design for IaaS Cloud computing service, 2010.
    • (2010)
  • 80
    • 84941721307 scopus 로고    scopus 로고
    • REST APIs Document Version 1.0, July 02
    • IBM IaaS Resource Model & REST APIs Document Version 1.0, July 02, 2010.
    • (2010)
  • 81
    • 84941721308 scopus 로고    scopus 로고
    • 2009-11-11, White paper, Interoperable Clouds: Distributed Management Task Force, Inc. (DMTF)
    • DMTF 2009-11-11, White paper, Interoperable Clouds: Distributed Management Task Force, Inc. (DMTF).
  • 82
    • 84941721309 scopus 로고    scopus 로고
    • Amazon Elastic Compute Cloud, last access, March 26
    • Amazon, Amazon Elastic Compute Cloud, last access, March 26, 2014. http://aws.amazon.com/ec2/.
    • (2014)
  • 83
    • 84941721310 scopus 로고    scopus 로고
    • IBM Cloud Computing, last access, April 2
    • IBM: IBM Cloud Computing, last access, April 2, 2014. http://www.ibm.com/ibm/cloud/.
    • (2014)
  • 84
    • 85032560541 scopus 로고    scopus 로고
    • Vmware Cloud computing, last access, March 25
    • VMWare: Vmware Cloud computing, last access, March 25, 2014. http://www.vmware.com/solutions/cloud-computing/.
    • (2014)
  • 85
    • 51649112930 scopus 로고    scopus 로고
    • Autonomic virtual machine placement in the data center
    • February 26
    • Hyser C, et al. Autonomic virtual machine placement in the data center, HP Laboratories, February 26, 2008.
    • (2008) HP Laboratories
    • Hyser, C.1
  • 86
    • 77950489272 scopus 로고    scopus 로고
    • The datacenter as a computer: an introduction to the design of warehouse-scale machines
    • Google: Barroso L, et al. The datacenter as a computer: an introduction to the design of warehouse-scale machines, 2009.
    • (2009)
    • Barroso, L.1
  • 87
    • 84941721312 scopus 로고    scopus 로고
    • Amazon Elastic Compute Cloud
    • Amazon Elastic Compute Cloud. 2014. http://aws.amazon.com/ec2/.
    • (2014)
  • 90
    • 85032553847 scopus 로고    scopus 로고
    • HP Cloud Research
    • HP Cloud Research, 2014. http://www.hpl.hp.com/research/cloud.html.
    • (2014)
  • 91
    • 84941721316 scopus 로고    scopus 로고
    • Hpdatacenter
    • Hpdatacenter, 2014. http://h20195.www2.hp.com/v2/GetPDF.aspx/4AA1-8079ENW.pdf.
    • (2014)
  • 93
    • 85032550128 scopus 로고    scopus 로고
    • Introduction Cloud Computing Architecture White Paper
    • Introduction Cloud Computing Architecture White Paper, 2009.
    • (2009)
  • 94
    • 85032515273 scopus 로고    scopus 로고
    • Vmware Cloud Computing
    • Vmware Cloud Computing, 2014. http://www.vmware.com/solutions/cloud-computing/.
    • (2014)
  • 96
    • 77950489272 scopus 로고    scopus 로고
    • The datacenter as a computer: an introduction to the design of warehouse-scale machines
    • Barroso L, et al. The datacenter as a computer: an introduction to the design of warehouse-scale machines, 2009.
    • (2009)
    • Barroso, L.1
  • 97
    • 84941721321 scopus 로고    scopus 로고
    • IBM Cloud Computing
    • IBM Cloud Computing, 2014. http://www.ibm.com/ibm/cloud/.
    • (2014)
  • 98
    • 84941721322 scopus 로고    scopus 로고
    • Cisco Cloud computing-Data center strategy, architecture, and solutions point of view, White Paper for U.S. Public Sector
    • Cisco Cloud computing-Data center strategy, architecture, and solutions point of view, White Paper for U.S. Public Sector, 2009.
    • (2009)
  • 99
    • 84941721323 scopus 로고    scopus 로고
    • The Hadoop Project. Available at:
    • The Hadoop Project. Available at: 2014. http://hadoop.apache.org.
    • (2014)
  • 100
    • 84941721324 scopus 로고    scopus 로고
    • Autonomic virtual machine placement in the data center
    • Hyser C, et al. Autonomic virtual machine placement in the data center, 2008.
    • (2008)
    • Hyser, C.1
  • 101
    • 85032560385 scopus 로고    scopus 로고
    • Sun Cloud Computing
    • Sun Cloud Computing, 2014. http://www.sun.com/solutions/cloudcomputing/.
    • (2014)
  • 102
    • 85032542028 scopus 로고    scopus 로고
    • Cloud-Standards
    • Cloud-Standards, 2014. http://cloud-standards.org/wiki/index.php?title=Main_Page#NIST_Working_Definition_of_Cloud_Computing.
    • (2014)
  • 104
    • 54249125817 scopus 로고    scopus 로고
    • Energy-efficient, thermal-aware task scheduling for homogeneous, high performance computing data centers: a cyber-physical approach
    • Tang Q, et al. Energy-efficient, thermal-aware task scheduling for homogeneous, high performance computing data centers: a cyber-physical approach, IEEE transactions on parallel and distributed systems, 2008.
    • (2008) IEEE transactions on parallel and distributed systems
    • Tang, Q.1
  • 105
    • 9244253714 scopus 로고    scopus 로고
    • Power and energy management for server systems, Computer
    • Bianchini R, et al. Power and energy management for server systems, Computer, 2004.
    • (2004)
    • Bianchini, R.1
  • 106
    • 67249114403 scopus 로고    scopus 로고
    • Efficient power management of heterogeneous soft real-time clusters
    • Barcelona
    • Wang L. Efficient power management of heterogeneous soft real-time clusters. In: The proceedings of real-time systems symposium, Barcelona, 2008.
    • (2008) In: The proceedings of real-time systems symposium
    • Wang, L.1
  • 108
    • 84941721332 scopus 로고    scopus 로고
    • Pacific Northwest National Laboratory, Data center energy efficiency
    • Pacific Northwest National Laboratory, Data center energy efficiency, 2007. http://esdc.pnl.gov/SC07_BOF/SC07BOF_Tschudi.pdf.
    • (2007)
  • 109
    • 84941721333 scopus 로고    scopus 로고
    • The datacenter as a computer: an introduction to the design of warehouse-scalemachines, Ebook
    • Andre L, et al. The datacenter as a computer: an introduction to the design of warehouse-scalemachines, Ebook, 2009.
    • (2009)
    • Andre, L.1
  • 110
    • 68249129760 scopus 로고    scopus 로고
    • Above the Clouds: a Berkeley view of Cloud computing
    • Armbrust M, et al. Above the Clouds: a Berkeley view of Cloud computing, Technical Report, 2009.
    • (2009) Technical Report
    • Armbrust, M.1
  • 112
  • 115
    • 80055110120 scopus 로고    scopus 로고
    • Research and implementation of elastic network service
    • PhD dissertation, National University of Defense Technology, China,(in Chinese)
    • Zhang W. Research and implementation of elastic network service, PhD dissertation, National University of Defense Technology, China, 2000 (in Chinese).
    • (2000)
    • Zhang, W.1
  • 116
    • 70350782516 scopus 로고    scopus 로고
    • Server-storage virtualization: integration and load balancing in data centers
    • International conference for high performance computing, networking, storage and analysis
    • Singh A, Korupolu M, Mohapatra D. Server-storage virtualization: integration and load balancing in data centers, International conference for high performance computing, networking, storage and analysis, 2008.
    • (2008)
    • Singh, A.1    Korupolu, M.2    Mohapatra, D.3
  • 117
    • 77950499071 scopus 로고    scopus 로고
    • Quantifying load imbalance on virtualized enterprise servers
    • San Jose, CA, January 28-30
    • Arzuaga E, Kaeli DR. Quantifying load imbalance on virtualized enterprise servers. In: Proceedings of WOSP/SIPEW 10, San Jose, CA, January 28-30, 2010.
    • (2010) In: Proceedings of WOSP/SIPEW 10
    • Arzuaga, E.1    Kaeli, D.R.2
  • 119
    • 81255147069 scopus 로고    scopus 로고
    • Multi-dimensional aware scheduling for co-optimizing utilization in data center
    • Sun X., Xu P., Shuang K., et al. Multi-dimensional aware scheduling for co-optimizing utilization in data center. China Commun 2011, 8(6):19-27.
    • (2011) China Commun , vol.8 , Issue.6 , pp. 19-27
    • Sun, X.1    Xu, P.2    Shuang, K.3
  • 121
    • 80855150879 scopus 로고    scopus 로고
    • Cloud task scheduling based on load balancing ant colony optimization
    • Li K, Xu G, Zhao G, et al. Cloud task scheduling based on load balancing ant colony optimization, 2011 sixth annual China grid conference, 2011, p. 3-9.
    • (2011) 2011 sixth annual China grid conference , pp. 3-9
    • Li, K.1    Xu, G.2    Zhao, G.3
  • 123
    • 79952542985 scopus 로고    scopus 로고
    • A scheduling strategy on load balancing of virtual machine resources in cloud computing environment, 2010 third international symposium on parallel architectures, algorithms and programming (PAAP), December 18-20
    • Hu J, Gu J, Sun G, et al. A scheduling strategy on load balancing of virtual machine resources in cloud computing environment, 2010 third international symposium on parallel architectures, algorithms and programming (PAAP), December 18-20, 2010, p. 89-96.
    • (2010) , pp. 89-96
    • Hu, J.1    Gu, J.2    Sun, G.3
  • 126
    • 0014477093 scopus 로고
    • Bounds on multiprocessing timing anomalies
    • Graham R.L. Bounds on multiprocessing timing anomalies. SIAM J Appl Math 1969, 17(2):416-429.
    • (1969) SIAM J Appl Math , vol.17 , Issue.2 , pp. 416-429
    • Graham, R.L.1
  • 127
    • 33748160594 scopus 로고    scopus 로고
    • Design and implementation of load balancing in web server cluster system
    • Zheng H., Zhou L., Wu J. Design and implementation of load balancing in web server cluster system. J Nanjing Univ Aeronaut Astronaut 2006, 38(3).
    • (2006) J Nanjing Univ Aeronaut Astronaut , vol.38 , Issue.3
    • Zheng, H.1    Zhou, L.2    Wu, J.3
  • 129
    • 84941721339 scopus 로고    scopus 로고
    • Hebrew University, Experimental Systems Lab
    • Hebrew University, Experimental Systems Lab, 2007. http://www.cs.huji.ac.il/labs/parallel/workload.
    • (2007)
  • 130
    • 84941721340 scopus 로고    scopus 로고
    • Amazon Elastic Compute Cloud
    • Amazon, Amazon Elastic Compute Cloud, 2012. http://aws.amazon.com/ec2/.
    • (2012)
  • 132
    • 84941721341 scopus 로고    scopus 로고
    • Google App Engine
    • Google App Engine. http://code.google.com/intl/zh-CN/appengine/.
  • 133
    • 84941721342 scopus 로고    scopus 로고
    • blue cloud
    • IBM (2007) blue cloud, http://www.ibm.com/grid/.
    • (2007)
  • 134
    • 84941721343 scopus 로고    scopus 로고
    • Amazon EC2
    • Amazon EC2. http://aws.amazon.com/ec2/.
  • 135
    • 84941721344 scopus 로고    scopus 로고
    • Windows Azure, December
    • Microsoft Inc., Windows Azure, December 2013. http://www.microsoft.com/windowsazure.
    • (2013)
  • 137
    • 84941721345 scopus 로고    scopus 로고
    • Cloud computing, IBM Corporation white paper, November
    • Boss G, et al. Cloud computing, IBM Corporation white paper, November 2007. http://download.boulder.ibm.com/ibmdl/pub/software/dw/wes/hipods/Cloud_computing_wp_final_8Oct.pdf.
    • (2007)
    • Boss, G.1
  • 142
    • 85032541881 scopus 로고    scopus 로고
    • Interoperable Clouds: A white paper from the open cloud standards Incubator, November
    • Distributed Management Task Force Inc., Interoperable Clouds: A white paper from the open cloud standards Incubator, November 2009. http://www.dmtf.org/about/policies/disclosures.php.
    • (2009)
  • 148
    • 85027919535 scopus 로고    scopus 로고
    • Energy efficient utilization of resource in Cloud computing systems
    • May
    • Lee Y., Zomaya A.Y. Energy efficient utilization of resource in Cloud computing systems. J Supercomput May 2012, 60(2):268-280.
    • (2012) J Supercomput , vol.60 , Issue.2 , pp. 268-280
    • Lee, Y.1    Zomaya, A.Y.2
  • 149
    • 84857370722 scopus 로고    scopus 로고
    • Energy-aware resource allocation heuristics for efficient management of data centers for Cloud computing
    • May
    • Beloglazov A., Abawajy J., Buyya R. Energy-aware resource allocation heuristics for efficient management of data centers for Cloud computing. Future Gener Comput Syst May 2012, 28(5):755-768.
    • (2012) Future Gener Comput Syst , vol.28 , Issue.5 , pp. 755-768
    • Beloglazov, A.1    Abawajy, J.2    Buyya, R.3
  • 150
    • 79960495659 scopus 로고    scopus 로고
    • Performance and energy modeling for live migration of virtual machines
    • In: The proceedings of HPDC'11, June 8-11, San Jose, CA
    • Liu H, Xu C, Jin H, Gong J, Liao X. Performance and energy modeling for live migration of virtual machines. In: The proceedings of HPDC'11, June 8-11, San Jose, CA; 2011.
    • (2011)
    • Liu, H.1    Xu, C.2    Jin, H.3    Gong, J.4    Liao, X.5
  • 152
    • 80051798127 scopus 로고    scopus 로고
    • Power-aware provisioning of virtual machines for real-time Cloud services, Concurrency and Computation: Practice and Experience
    • Number 13, New York, NY: Wiley Press; September 10
    • Kim K, Beloglazov A, Buyya R. Power-aware provisioning of virtual machines for real-time Cloud services, Concurrency and Computation: Practice and Experience, vol. 23, Number 13, New York, NY: Wiley Press; September 10, 2011. p. 1491-505. ISSN: 1532-0626.
    • (2011) , vol.23 , pp. 1491-1505
    • Kim, K.1    Beloglazov, A.2    Buyya, R.3
  • 153
    • 84941721354 scopus 로고    scopus 로고
    • Interval scheduling: a survey, Published online 16 March 2007 in Wiley InterScience
    • Kolen AWJ, Lenstra JK, Papadimitriou CH, Spieksma FCR. Interval scheduling: a survey, Published online 16 March 2007 in Wiley InterScience http://www.interscience.wiley.com.
    • Kolen, A.W.J.1    Lenstra, J.K.2    Papadimitriou, C.H.3    Spieksma, F.C.R.4
  • 154
    • 33750974188 scopus 로고    scopus 로고
    • Fixed interval scheduling: models, applications, computational complexity and algorithms
    • Kovalyov M.Y., Ng C.T., Cheng E. Fixed interval scheduling: models, applications, computational complexity and algorithms. Eur J Operational Res 2007, 178(2):331-342.
    • (2007) Eur J Operational Res , vol.178 , Issue.2 , pp. 331-342
    • Kovalyov, M.Y.1    Ng, C.T.2    Cheng, E.3
  • 160
    • 77953299793 scopus 로고    scopus 로고
    • Minimizing electricity cost: optimization of distributed Internet data centers in a multi-electricity-market environment
    • Rao L, Liu X, Xie L, Liu WY. Minimizing electricity cost: optimization of distributed Internet data centers in a multi-electricity-market environment. In INFOCOM, 2010.
    • (2010) In INFOCOM
    • Rao, L.1    Liu, X.2    Xie, L.3    Liu, W.Y.4
  • 162
    • 0000071158 scopus 로고
    • Complexity of scheduling multiprocessor tasks with prespecified processor allocations
    • Hoogeveen J.A., van de Velde S.L., Veltman B. Complexity of scheduling multiprocessor tasks with prespecified processor allocations. Discrete Appl Math 1994, 55(3):259-272.
    • (1994) Discrete Appl Math , vol.55 , Issue.3 , pp. 259-272
    • Hoogeveen, J.A.1    van de Velde, S.L.2    Veltman, B.3
  • 164
    • 84891459569 scopus 로고    scopus 로고
    • Springer, Berlin, Heidelberg, New York, 5th ed.
    • Brucker P. Scheduling algorithms 2007, Springer, Berlin, Heidelberg, New York. 5th ed.
    • (2007) Scheduling algorithms
    • Brucker, P.1
  • 165
    • 79952812919 scopus 로고    scopus 로고
    • A taxonomy and survey of energy-efficient data centers and Cloud computing systems
    • Beloglazov A., Buyya R., Lee Y.C., Zomaya A.Y. A taxonomy and survey of energy-efficient data centers and Cloud computing systems. Adv Comput 2011, 82:47-111.
    • (2011) Adv Comput , vol.82 , pp. 47-111
    • Beloglazov, A.1    Buyya, R.2    Lee, Y.C.3    Zomaya, A.Y.4
  • 166
    • 84878853160 scopus 로고    scopus 로고
    • State-of-the-art research study for green Cloud computing
    • Jing S.Y., Ali S., She K., Zhong Y. State-of-the-art research study for green Cloud computing. J Supercomput 2011, 1-24.
    • (2011) J Supercomput , pp. 1-24
    • Jing, S.Y.1    Ali, S.2    She, K.3    Zhong, Y.4
  • 167
    • 84941721358 scopus 로고    scopus 로고
    • Available from: 2013 [accessed 15.06.13].
    • Amazon EC2. Available from: 2013 [accessed 15.06.13]. http://www.amazon.com/ec2.
  • 168
    • 0014477093 scopus 로고
    • Bounds on multiprocessing timing anomalies
    • Graham R.L. Bounds on multiprocessing timing anomalies. SIAM J Appl Math 1969, 17(2):416-429.
    • (1969) SIAM J Appl Math , vol.17 , Issue.2 , pp. 416-429
    • Graham, R.L.1
  • 169
    • 24044475960 scopus 로고    scopus 로고
    • Addison-Wesley: Pearson Education, Inc., Boston, MA
    • Kleinberg J.M., Tardos E. Algorithm design 2006, Addison-Wesley: Pearson Education, Inc., Boston, MA.
    • (2006) Algorithm design
    • Kleinberg, J.M.1    Tardos, E.2
  • 170
    • 33750974188 scopus 로고    scopus 로고
    • Fixed intervals scheduling: models, applications, computational complexity and algorithms
    • Kovalyov M.Y., Ng C.T., Cheng T.C.E. Fixed intervals scheduling: models, applications, computational complexity and algorithms. Eur J Oper Res 2007, 178(2):331-342.
    • (2007) Eur J Oper Res , vol.178 , Issue.2 , pp. 331-342
    • Kovalyov, M.Y.1    Ng, C.T.2    Cheng, T.C.E.3
  • 171
    • 84857370722 scopus 로고    scopus 로고
    • Energy-aware resource allocation heuristics for efficient management of data centers for Cloud computing
    • Beloglazov A., Abawajy J.H., Buyya R. Energy-aware resource allocation heuristics for efficient management of data centers for Cloud computing. Future Gen Comput Syst 2012, 28(5):755-768.
    • (2012) Future Gen Comput Syst , vol.28 , Issue.5 , pp. 755-768
    • Beloglazov, A.1    Abawajy, J.H.2    Buyya, R.3
  • 173
    • 77956095155 scopus 로고    scopus 로고
    • Minimizing total busy time in parallel scheduling with application to optical networks
    • Flammini M., Monaco G., Moscardelli L., Shachnai H., Shalom M., Tamir T., et al. Minimizing total busy time in parallel scheduling with application to optical networks. Theor Comput Sci 2010, 411(40-42):3553-3562.
    • (2010) Theor Comput Sci , vol.411 , Issue.40-42 , pp. 3553-3562
    • Flammini, M.1    Monaco, G.2    Moscardelli, L.3    Shachnai, H.4    Shalom, M.5    Tamir, T.6
  • 176
    • 85027919535 scopus 로고    scopus 로고
    • Energy efficient utilization of resources in Cloud computing systems
    • Lee Y.C., Zomaya A.Y. Energy efficient utilization of resources in Cloud computing systems. J Supercomput 2012, 60(2):268-280.
    • (2012) J Supercomput , vol.60 , Issue.2 , pp. 268-280
    • Lee, Y.C.1    Zomaya, A.Y.2
  • 177
    • 79960495659 scopus 로고    scopus 로고
    • Performance and energy modeling for live migration of virtual machines, the 20th international symposium on high performance distributed computing
    • Liu H, Xu C, Jin H, Gong J, Liao X. Performance and energy modeling for live migration of virtual machines, the 20th international symposium on high performance distributed computing. 2011. p. 171-82.
    • (2011) , pp. 171-182
    • Liu, H.1    Xu, C.2    Jin, H.3    Gong, J.4    Liao, X.5
  • 178
    • 80051798127 scopus 로고    scopus 로고
    • Power-aware provisioning of virtual machines for real-time Cloud services
    • Kim K.H., Beloglazov A., Buyya R. Power-aware provisioning of virtual machines for real-time Cloud services. Concurr Comput Pract Exp 2011, 23(13):1491-1505.
    • (2011) Concurr Comput Pract Exp , vol.23 , Issue.13 , pp. 1491-1505
    • Kim, K.H.1    Beloglazov, A.2    Buyya, R.3
  • 179
    • 84861603127 scopus 로고    scopus 로고
    • Energy-aware load balancing in content delivery networks
    • IEEE, Orlando, FL
    • Mathew V., Sitaraman R.K., Shenoy P.J. Energy-aware load balancing in content delivery networks. Proceedings of IEEE INFOCOM 2012, IEEE, Orlando, FL, p. 954-62.
    • (2012) Proceedings of IEEE INFOCOM , pp. 954-962
    • Mathew, V.1    Sitaraman, R.K.2    Shenoy, P.J.3
  • 180
    • 77953299793 scopus 로고    scopus 로고
    • Minimizing electricity cost: optimization of distributed internet data centers in a multi-electricity-market environment
    • IEEE, San Diego, CA
    • Rao L., Liu X., Xie L., Liu W. Minimizing electricity cost: optimization of distributed internet data centers in a multi-electricity-market environment. Proceedings of IEEE INFOCOM 2010 2010, IEEE, San Diego, CA, p. 1145-53.
    • (2010) Proceedings of IEEE INFOCOM 2010 , pp. 1145-1153
    • Rao, L.1    Liu, X.2    Xie, L.3    Liu, W.4
  • 184
    • 0001500781 scopus 로고
    • Bin packing with divisible item sizes
    • Coffman E.G., Garey M.R., Johnson D.S. Bin packing with divisible item sizes. J Complexity 1987, 3(4):406-428.
    • (1987) J Complexity , vol.3 , Issue.4 , pp. 406-428
    • Coffman, E.G.1    Garey, M.R.2    Johnson, D.S.3
  • 186
    • 84941721359 scopus 로고    scopus 로고
    • Available from: [accessed 15.06.13]
    • Eucalyptus. Available from: 2013 [accessed 15.06.13]. http://open.eucalyptus.com.
    • (2013)
  • 188
    • 84941721361 scopus 로고    scopus 로고
    • Parallel Workloads Archive. Available from: [accessed 10.07.13]
    • Parallel Workloads Archive. Available from: 2013 [accessed 10.07.13]. http://www.cs.huji.ac.il/labs/parallel/workload.
    • (2013)
  • 189
    • 85032539426 scopus 로고    scopus 로고
    • Cloud-Standards
    • Cloud-Standards. http://cloud-standards.org/wiki/index.php?title=Main_Page#NIST_WorkingDefinition_of_Cloud_Computing.
  • 190
    • 80053414886 scopus 로고    scopus 로고
    • Cloud computing: system instance and current research
    • Kang C., Wei-Min Z. Cloud computing: system instance and current research. J Softw 2009, 20(5):1339-1348.
    • (2009) J Softw , vol.20 , Issue.5 , pp. 1339-1348
    • Kang, C.1    Wei-Min, Z.2
  • 191
    • 75849152956 scopus 로고    scopus 로고
    • The redefinition and some discussion about green computing
    • Bing G., Yan S., Zi-Li S. The redefinition and some discussion about green computing. Chin J Comput 2009, 32(12):2311-2319.
    • (2009) Chin J Comput , vol.32 , Issue.12 , pp. 2311-2319
    • Bing, G.1    Yan, S.2    Zi-Li, S.3
  • 192
    • 84941721363 scopus 로고    scopus 로고
    • Cloud computing, Publishing House of Electronics Industry, China
    • Liu P., Cloud computing, Publishing House of Electronics Industry, China, 2010.
    • (2010)
    • Liu, P.1
  • 193
    • 79956226825 scopus 로고    scopus 로고
    • Green networks and green evaluation: the energy-saving mechanism, model and evaluation
    • Lin C., Tian Y., Yao M. Green networks and green evaluation: the energy-saving mechanism, model and evaluation. Chin J Comput 2011, 34(4):593-612.
    • (2011) Chin J Comput , vol.34 , Issue.4 , pp. 593-612
    • Lin, C.1    Tian, Y.2    Yao, M.3
  • 195
    • 84863252548 scopus 로고    scopus 로고
    • Policy of energy optimal management for Cloud computing platform with stochastic tasks
    • Tan Y.-M., Zeng G.-S., Wang W. Policy of energy optimal management for Cloud computing platform with stochastic tasks. J Softw 2012, 23(2):266-278.
    • (2012) J Softw , vol.23 , Issue.2 , pp. 266-278
    • Tan, Y.-M.1    Zeng, G.-S.2    Wang, W.3
  • 197
    • 84866772211 scopus 로고    scopus 로고
    • Energy efficient utilization of resource in Cloud computing systems
    • [Published online March 19, 2010]
    • Lee Y.C., Zomaya A.Y. Energy efficient utilization of resource in Cloud computing systems. J Supercomput 2010, [Published online March 19, 2010].
    • (2010) J Supercomput
    • Lee, Y.C.1    Zomaya, A.Y.2
  • 198
    • 0346715418 scopus 로고    scopus 로고
    • Load balancing and unbalancing for power and performance in cluster-based systems, the workshop on compilers and operating systems for low power
    • Pinheiro E, Bianchini R, Carrera EV, Heath T. Load balancing and unbalancing for power and performance in cluster-based systems, the workshop on compilers and operating systems for low power. 2001. p. 182-95.
    • (2001) , pp. 182-195
    • Pinheiro, E.1    Bianchini, R.2    Carrera, E.V.3    Heath, T.4
  • 199
    • 77956095155 scopus 로고    scopus 로고
    • Minimizing total busy time in parallel scheduling with application to optical networks
    • Flammini M., Monaco G., Moscardelli L., Shachnai H., Shalom M., Tamir T., et al. Minimizing total busy time in parallel scheduling with application to optical networks. Theor Comput Sci 2010, 411(40-42):3553-3562.
    • (2010) Theor Comput Sci , vol.411 , Issue.40-42 , pp. 3553-3562
    • Flammini, M.1    Monaco, G.2    Moscardelli, L.3    Shachnai, H.4    Shalom, M.5    Tamir, T.6
  • 201
    • 84861003585 scopus 로고    scopus 로고
    • Online optimization of busy time on parallel machines, theory and applications of models of computation
    • Shalom M., Voloshin A., Wong P.W.H., Yung F.C.C., Zaks S. Online optimization of busy time on parallel machines, theory and applications of models of computation. Lect Notes Comput Sci 2012, 7287:448-460.
    • (2012) Lect Notes Comput Sci , vol.7287 , pp. 448-460
    • Shalom, M.1    Voloshin, A.2    Wong, P.W.H.3    Yung, F.C.C.4    Zaks, S.5
  • 202
    • 85013743505 scopus 로고    scopus 로고
    • Optimality analysis of energy-performance trade-off for server farm management
    • Gandhia A., Guptaa V., Harchol-Baltera M., Kozuchb M.A. Optimality analysis of energy-performance trade-off for server farm management. Perform Eva 2010, 1-23.
    • (2010) Perform Eva , pp. 1-23
    • Gandhia, A.1    Guptaa, V.2    Harchol-Baltera, M.3    Kozuchb, M.A.4
  • 205
    • 84890416670 scopus 로고    scopus 로고
    • Power-aware scheduling of real-time virtual machines in Cloud data centers considering fixed processing intervals
    • Hangzhou
    • Tian W-H, Yeo C-S, Xue R. Power-aware scheduling of real-time virtual machines in Cloud data centers considering fixed processing intervals. In: Proceedings of IEEE CCIS 2012, Hangzhou.
    • In: Proceedings of IEEE CCIS , pp. 2012
    • Tian, W.-H.1    Yeo, C.-S.2    Xue, R.3
  • 206
    • 85013810378 scopus 로고    scopus 로고
    • Minimizing total busy time of offline real-time parallel scheduling with application to energy efficiency in Cloud computing
    • Tian W.-H., Yao C.S Minimizing total busy time of offline real-time parallel scheduling with application to energy efficiency in Cloud computing. Concurr Comput Pract Exp 2012, 10.
    • (2012) Concurr Comput Pract Exp , vol.10
    • Tian, W.-H.1    Yao, C.S.2
  • 207
    • 85013849985 scopus 로고    scopus 로고
    • Energy-efficient online real-time parallel scheduling with application to Cloud computing
    • Tian W.-H., et al. Energy-efficient online real-time parallel scheduling with application to Cloud computing. J Supercomput 2012, 9.
    • (2012) J Supercomput , vol.9
    • Tian, W.-H.1
  • 209
    • 33750974188 scopus 로고    scopus 로고
    • Fixed interval scheduling: models, applications, computational complexity and algorithms
    • Kovalyov M.Y., Ng C.T., Cheng E. Fixed interval scheduling: models, applications, computational complexity and algorithms. Eur J Oper Res 2007, 178(2):331-342.
    • (2007) Eur J Oper Res , vol.178 , Issue.2 , pp. 331-342
    • Kovalyov, M.Y.1    Ng, C.T.2    Cheng, E.3
  • 211
    • 77958131933 scopus 로고    scopus 로고
    • On the energy (in)efficiency of Hadoop clusters
    • Leverich J., Kozyrakis C. On the energy (in)efficiency of Hadoop clusters. SIGOPS Oper Syst Rev 2010, 44(1):61-65.
    • (2010) SIGOPS Oper Syst Rev , vol.44 , Issue.1 , pp. 61-65
    • Leverich, J.1    Kozyrakis, C.2
  • 215
    • 78649552787 scopus 로고    scopus 로고
    • Performance management of accelerated MapReduce workloads in heterogeneous clusters
    • ICPP2010
    • Polo J, Carrera D, Becerra Y, Beltran V, Torres J, Ayguad E. Performance management of accelerated MapReduce workloads in heterogeneous clusters. ICPP2010 2010:653-62.
    • (2010) , pp. 653-662
    • Polo, J.1    Carrera, D.2    Becerra, Y.3    Beltran, V.4    Torres, J.5    Ayguad, E.6
  • 216
    • 77954042005 scopus 로고    scopus 로고
    • Improving MapReduce performance through data placement in heterogeneous Hadoop clusters
    • IPDPSW
    • Xie J, Yin S, Ruan X, Ding Z, Tian Y, Majors J, et al. Improving MapReduce performance through data placement in heterogeneous Hadoop clusters. IPDPSW 2010:1-9.
    • (2010) , pp. 1-9
    • Xie, J.1    Yin, S.2    Ruan, X.3    Ding, Z.4    Tian, Y.5    Majors, J.6
  • 217
    • 78649552787 scopus 로고    scopus 로고
    • Performance management of accelerated MapReduce workloads in heterogeneous clusters
    • IEEE Press, San Diego, CA,
    • Polo J., Carrera D., Becerra Y., Beltran V., Torres J., Ayguadé E. Performance management of accelerated MapReduce workloads in heterogeneous clusters. Proceedings of the ICPP 2010, IEEE Press, San Diego, CA, p. 653-62.
    • (2010) Proceedings of the ICPP , pp. 653-662
    • Polo, J.1    Carrera, D.2    Becerra, Y.3    Beltran, V.4    Torres, J.5    Ayguadé, E.6
  • 218
    • 34548305045 scopus 로고    scopus 로고
    • Power aware scheduling of bag-of-tasks applications with deadline constraints on DVS-enabled clusters
    • Kim K.H., Buyya R., Kim J. Power aware scheduling of bag-of-tasks applications with deadline constraints on DVS-enabled clusters. CCGRID 2007, 85(10):541-548.
    • (2007) CCGRID , vol.85 , Issue.10 , pp. 541-548
    • Kim, K.H.1    Buyya, R.2    Kim, J.3
  • 219
    • 70349753042 scopus 로고    scopus 로고
    • Minimizing energy consumption for precedence-constrained applications using dynamic voltage scaling
    • Lee Y.C., Zomaya A.Y. Minimizing energy consumption for precedence-constrained applications using dynamic voltage scaling. CCGRID 2009, 9:92-99.
    • (2009) CCGRID , vol.9 , pp. 92-99
    • Lee, Y.C.1    Zomaya, A.Y.2
  • 220
    • 77954889082 scopus 로고    scopus 로고
    • Benchmarking cloud serving systems with YCSB, SoCC'10
    • Cooper BF, Sillberstein A, Tam E, et al. Benchmarking cloud serving systems with YCSB, SoCC'10 2010;10:143-54.
    • (2010) , vol.10 , pp. 143-154
    • Cooper, B.F.1    Sillberstein, A.2    Tam, E.3
  • 221
    • 0034226473 scopus 로고    scopus 로고
    • A comparison of load balancing techniques for scalable web server
    • Bryhni H., Klovning E., Kurc O. A comparison of load balancing techniques for scalable web server. IEEE Netw 2000, 7/8:58-63.
    • (2000) IEEE Netw , pp. 58-63
    • Bryhni, H.1    Klovning, E.2    Kurc, O.3
  • 222
    • 84883770409 scopus 로고    scopus 로고
    • Orchestrating an ensemble of MapReduce jobs for minimizing their makespan
    • [online version]
    • Verma A., Cherkasova L., Campbell R.H. Orchestrating an ensemble of MapReduce jobs for minimizing their makespan. IEEE Trans Dependable Sec Comput 2013, April. [online version].
    • (2013) IEEE Trans Dependable Sec Comput , vol.April
    • Verma, A.1    Cherkasova, L.2    Campbell, R.H.3
  • 223
    • 84868221206 scopus 로고    scopus 로고
    • Two sides of a coin: optimizing the schedule of MapReduce jobs to minimize their makespan and improve cluster performance
    • p. 11-18, IEEE Computer Society, Washington, DC
    • Verma A., Cherkasova L., Campbell R.H. Two sides of a coin: optimizing the schedule of MapReduce jobs to minimize their makespan and improve cluster performance. MASCOTS 2012, p. 11-18, IEEE Computer Society, Washington, DC.
    • (2012) MASCOTS
    • Verma, A.1    Cherkasova, L.2    Campbell, R.H.3
  • 224
    • 79960196705 scopus 로고    scopus 로고
    • ARIA: automatic resource inference and allocation for MapReduce environments.
    • In: Proc. of ICAC
    • Verma A, Cherkasova L, Campbell RH. ARIA: automatic resource inference and allocation for MapReduce environments. In: Proc. of ICAC; 2011.
    • (2011)
    • Verma, A.1    Cherkasova, L.2    Campbell, R.H.3
  • 225
    • 85013804563 scopus 로고    scopus 로고
    • http://sortbenchmark.org/YahooHadoop.pdf.
  • 226
    • 0003075019 scopus 로고
    • Optimal two-and three-stage production schedules with setup times included
    • Johnson S. Optimal two-and three-stage production schedules with setup times included. Naval Res Log Quart 1954, 1(1):61-68.
    • (1954) Naval Res Log Quart , vol.1 , Issue.1 , pp. 61-68
    • Johnson, S.1
  • 227
    • 84941721373 scopus 로고    scopus 로고
    • WordCount
    • WordCount, http://www.cs.cornell.edu/home/llee/data/simple/.
  • 228
    • 84857370722 scopus 로고    scopus 로고
    • Energy-aware resource allocation heuristics for efficient management of data centers for cloud computing
    • Beloglazov A., Abawajy J., Buyya R. Energy-aware resource allocation heuristics for efficient management of data centers for cloud computing. Future Generation Comput Syst 2012, 28(5):755-768.
    • (2012) Future Generation Comput Syst , vol.28 , Issue.5 , pp. 755-768
    • Beloglazov, A.1    Abawajy, J.2    Buyya, R.3
  • 230
    • 84941721375 scopus 로고    scopus 로고
    • Interval scheduling: a survey. Published online March 16, in Wiley InterScience
    • Kolen AWJ, Lenstra JK, Papadimitriou CH, Spieksma FCR. Interval scheduling: a survey. Published online March 16, 2007 in Wiley InterScience, http://www.interscience.wiley.com.
    • (2007)
    • Kolen, A.W.J.1    Lenstra, J.K.2    Papadimitriou, C.H.3    Spieksma, F.C.R.4
  • 231
  • 233
    • 0029637634 scopus 로고
    • Exact and approximation algorithms for the operational fixed interval scheduling problem
    • Kroon L.G., Salomon M., van Wassenhove L. Exact and approximation algorithms for the operational fixed interval scheduling problem. Eur J Oper Res 1995, 82:190-205.
    • (1995) Eur J Oper Res , vol.82 , pp. 190-205
    • Kroon, L.G.1    Salomon, M.2    van Wassenhove, L.3
  • 235
    • 84890416670 scopus 로고    scopus 로고
    • Power-aware scheduling of real-time virtual machines in cloud data centers considering fixed processing intervals
    • October 30-November 1, Hangzhou, China
    • Tian W, Yeo CS, Xue R, Zhong Y. Power-aware scheduling of real-time virtual machines in cloud data centers considering fixed processing intervals. In: Proceedings of IEEE CCIS 2012. October 30-November 1, Hangzhou, China; 2012. p. 337-341.
    • (2012) In: Proceedings of IEEE CCIS 2012 , pp. 337-341
    • Tian, W.1    Yeo, C.S.2    Xue, R.3    Zhong, Y.4
  • 237
    • 0000782254 scopus 로고
    • Minimizing the number of tankers to meet a fixed schedule
    • Dantzig G.B., Fulkerson D.R. Minimizing the number of tankers to meet a fixed schedule. Nav Res Logist Q 1954, 1:217-222.
    • (1954) Nav Res Logist Q , vol.1 , pp. 217-222
    • Dantzig, G.B.1    Fulkerson, D.R.2
  • 239
    • 0018547323 scopus 로고
    • An optimal solution for the channel-assignment problem
    • Gupta U.I., Lee D.T., Leung J.Y.-T. An optimal solution for the channel-assignment problem. IEEE Trans Comput 1979, C-28:807-810.
    • (1979) IEEE Trans Comput , vol.C-28 , pp. 807-810
    • Gupta, U.I.1    Lee, D.T.2    Leung, J.Y.-T.3
  • 240
    • 85012688561 scopus 로고
    • Princeton University Press, Princeton, NJ
    • Bellman R.E. Dynamic programming 1957, Princeton University Press, Princeton, NJ.
    • (1957) Dynamic programming
    • Bellman, R.E.1
  • 241
    • 0011350425 scopus 로고    scopus 로고
    • Interval scheduling on identical machines
    • Bouzina K.I., Emmons H. Interval scheduling on identical machines. J Global Optim 1996, 9:379-393.
    • (1996) J Global Optim , vol.9 , pp. 379-393
    • Bouzina, K.I.1    Emmons, H.2
  • 244
    • 80052110413 scopus 로고    scopus 로고
    • Dynamic programming-its principles, applications, strengths, and limitations
    • Bhowmik B. Dynamic programming-its principles, applications, strengths, and limitations. Int J Eng Sci Technol 2010, 2(9):4822-4826.
    • (2010) Int J Eng Sci Technol , vol.2 , Issue.9 , pp. 4822-4826
    • Bhowmik, B.1
  • 246
    • 84941721376 scopus 로고    scopus 로고
    • Google App Engine[last accessed 25.03.14].
    • Google App Engine, [last accessed 25.03.14]. https://appengine.google.com/.
  • 247
    • 84941721377 scopus 로고    scopus 로고
    • IBM blue cloud [last accessed 26.03.14].
    • IBM blue cloud, [last accessed 26.03.14]. http://www.ibm.com/grid/.
  • 248
    • 84941721378 scopus 로고    scopus 로고
    • Amazon EC2 [last accessed 25.03.14].
    • Amazon EC2, [last accessed 25.03.14]. http://aws.amazon.com/ec2/.
  • 249
    • 84941721379 scopus 로고    scopus 로고
    • MicrosoftWindows Azure [last accessed 26.03.14].
    • MicrosoftWindows Azure, [last accessed 26.03.14]. http://www.microsoft.com/windowsazure.
  • 251
    • 70449483229 scopus 로고    scopus 로고
    • Modeling and simulation of scalable cloud computing environments and the CloudSim toolkit: challenges and opportunities.
    • (HPCS 2009, IEEE Press, New York, NY), Leipzig, Germany; June 21-24
    • Buyya R, Ranjan R, Calheiros RN. Modeling and simulation of scalable cloud computing environments and the CloudSim toolkit: challenges and opportunities. In: Proceedings of the seventh high performance computing and simulation conference (HPCS 2009, ISBN: 978-1-4244-4907-1, IEEE Press, New York, NY), Leipzig, Germany; June 21-24, 2009.
    • (2009) In: Proceedings of the seventh high performance computing and simulation conference
    • Buyya, R.1    Ranjan, R.2    Calheiros, R.N.3
  • 254
    • 0036871428 scopus 로고    scopus 로고
    • GridSim: a toolkit for the modeling and simulation of distributed resource management and scheduling for grid computing
    • 15, Wiley Press, Nov.-Dec
    • Buyya R., Murshed M. GridSim: a toolkit for the modeling and simulation of distributed resource management and scheduling for grid computing. J Concurrency Comput Pract Exp 2002, 14(13-15). Wiley Press, Nov.-Dec.
    • (2002) J Concurrency Comput Pract Exp , vol.14 , Issue.13
    • Buyya, R.1    Murshed, M.2
  • 259
    • 80055110120 scopus 로고    scopus 로고
    • [PhD dissertation]. National University of Defense Technology, China (in Chinese) 2000102353.
    • Zhang W. Research and implementation of elastic network service [PhD dissertation]. National University of Defense Technology, China (in Chinese) 2000102353.
    • Research and implementation of elastic network service
    • Zhang, W.1
  • 260
    • 33748160594 scopus 로고    scopus 로고
    • Design and implementation of load balancing in web server cluster system
    • Zheng H., Zhou L., Wu J. Design and implementation of load balancing in web server cluster system. J Nanjing University Aeronaut Astronaut 2006, 38(3).
    • (2006) J Nanjing University Aeronaut Astronaut , vol.38 , Issue.3
    • Zheng, H.1    Zhou, L.2    Wu, J.3
  • 262
    • 33747833111 scopus 로고    scopus 로고
    • Taverna: a tool for building and running workflows of services
    • [iss. Web Server issue]
    • Hull D., Wolstencroft K., Stevens R., Goble C., Pocock M., Li P., et al. Taverna: a tool for building and running workflows of services. Nucleic Acids Res 2006, 34:729-732. [iss. Web Server issue].
    • (2006) Nucleic Acids Res , vol.34 , pp. 729-732
    • Hull, D.1    Wolstencroft, K.2    Stevens, R.3    Goble, C.4    Pocock, M.5    Li, P.6
  • 263
    • 33646040949 scopus 로고    scopus 로고
    • Scientific workflow management and the Kepler system
    • [Special Issue: Workflow in Grid Systems]
    • Ludäscher B., Altintas I., Berkley C., Higgins D., Jaeger E., Jones M., et al. Scientific workflow management and the Kepler system. Concurr Comput Pract Exp 2006, 18(10):1039-1065. [Special Issue: Workflow in Grid Systems].
    • (2006) Concurr Comput Pract Exp , vol.18 , Issue.10 , pp. 1039-1065
    • Ludäscher, B.1    Altintas, I.2    Berkley, C.3    Higgins, D.4    Jaeger, E.5    Jones, M.6
  • 264
    • 33750051947 scopus 로고    scopus 로고
    • Managing rapidly-evolving scientific workflows, provenance and annotation of data, lecture notes in computer science
    • 4145/2006
    • Freire J, Silva CT, Callahan SP, Santos E, Scheidegger CE, Vo HT. Managing rapidly-evolving scientific workflows, provenance and annotation of data, lecture notes in computer science, vol. 4145/2006, 10-18, 2006. Available from: . doi:10.1007/11890850_2.
    • (2006) , pp. 10-18
    • Freire, J.1    Silva, C.T.2    Callahan, S.P.3    Santos, E.4    Scheidegger, C.E.5    Vo, H.T.6
  • 265
    • 29644434815 scopus 로고    scopus 로고
    • Pegasus: a framework for mapping complex scientific workflows onto distributed systems
    • Deelman E., et al. Pegasus: a framework for mapping complex scientific workflows onto distributed systems. Sci Program 2005, 13(3).
    • (2005) Sci Program , vol.13 , Issue.3
    • Deelman, E.1
  • 269
    • 62149144693 scopus 로고    scopus 로고
    • Beyond the data deluge
    • Bell G., Hey T., Szalay A. Beyond the data deluge. Science 2009, 323(5919):1297-1298.
    • (2009) Science , vol.323 , Issue.5919 , pp. 1297-1298
    • Bell, G.1    Hey, T.2    Szalay, A.3
  • 270
    • 84941721386 scopus 로고    scopus 로고
    • Large Hadron Collider
    • Large Hadron Collider,2012. http://lhc.web.cern.ch.
    • (2012)
  • 271
    • 85013781192 scopus 로고    scopus 로고
    • 2012. http://www.psc.edu/general/software/packages/genbank/.
    • (2012)
  • 272
    • 70450197747 scopus 로고    scopus 로고
    • Parallel scripting for applications at the petascale and beyond
    • [Nov. 2009 Special Issue on Extreme Scale Computing]
    • Wilde M., Foster I., Iskra K., Beckman P., Zhang Z., Espinosa A., et al. Parallel scripting for applications at the petascale and beyond. IEEE Comput 2009, [Nov. 2009 Special Issue on Extreme Scale Computing].
    • (2009) IEEE Comput
    • Wilde, M.1    Foster, I.2    Iskra, K.3    Beckman, P.4    Zhang, Z.5    Espinosa, A.6
  • 274
    • 84941721388 scopus 로고    scopus 로고
    • Hadoop
    • Hadoop, 2012. http://hadoop.apache.org/.
    • (2012)
  • 275
    • 84941721389 scopus 로고    scopus 로고
    • OpenNebula
    • OpenNebula, 2012. http://www.OpenNebula.org.
    • (2012)
  • 277
    • 84886232346 scopus 로고    scopus 로고
    • Contextualization: providing one-click virtual clusters in eScience
    • Indianapolis, IN; 2008.
    • Keahey K, Freeman T. Contextualization: providing one-click virtual clusters in eScience. 2008. Indianapolis, IN; 2008.
    • (2008)
    • Keahey, K.1    Freeman, T.2
  • 278
    • 84941721391 scopus 로고    scopus 로고
    • Openstack
    • Openstack, 2012. http://www.openstack.org.
    • (2012)
  • 281
    • 80053163256 scopus 로고    scopus 로고
    • A performance evaluation of X-Ray crystallography scientific workflow using SciCumulus
    • Oliveira D, Ocaña K, Ogasawara E, Dias J, Baião F, Mattoso M. A performance evaluation of X-Ray crystallography scientific workflow using SciCumulus. IEEE CLOUD; 2011. p. 708-15.
    • (2011) IEEE CLOUD , pp. 708-715
    • Oliveira, D.1    Ocaña, K.2    Ogasawara, E.3    Dias, J.4    Baião, F.5    Mattoso, M.6
  • 285
    • 79961079167 scopus 로고    scopus 로고
    • Experiences using cloud computing for a scientific workflow application
    • Invited Paper, ACM Workshop on Scientific Cloud Computing (ScienceCloud)
    • Vöckler J-S, Juve G, Deelman E, Rynge M, Berriman GB. Experiences using cloud computing for a scientific workflow application. Invited Paper, ACM Workshop on Scientific Cloud Computing (ScienceCloud); 2011.
    • (2011)
    • Vöckler, J.-S.1    Juve, G.2    Deelman, E.3    Rynge, M.4    Berriman, G.B.5
  • 286
    • 78649996955 scopus 로고    scopus 로고
    • Science clouds: early experiences in cloud computing for scientific applications, cloud computing and its applications 2008 (CCA-08)
    • Chicago, IL; October
    • Keahey K, Freeman T. Science clouds: early experiences in cloud computing for scientific applications, cloud computing and its applications 2008 (CCA-08), Chicago, IL; October 2008.
    • (2008)
    • Keahey, K.1    Freeman, T.2
  • 288
    • 79960487152 scopus 로고    scopus 로고
    • Wrangler: virtual cluster provisioning for the Cloud
    • Juve G, Deelman E. Wrangler: virtual cluster provisioning for the Cloud. In HPDC; 2011.
    • (2011) In HPDC
    • Juve, G.1    Deelman, E.2
  • 289
    • 84867243624 scopus 로고    scopus 로고
    • Managing appliance launches in infrastructure clouds, Teragrid 2011
    • Salt Lake City, UT; July
    • Bresnahan J, Freeman T, LaBissoniere D, Keahey K. Managing appliance launches in infrastructure clouds, Teragrid 2011. Salt Lake City, UT; July 2011.
    • (2011)
    • Bresnahan, J.1    Freeman, T.2    LaBissoniere, D.3    Keahey, K.4
  • 290
    • 70449497792 scopus 로고    scopus 로고
    • A reference architecture for scientific workflow management systems and the VIEW SOA solution
    • Lin C., Lu S., Fei X., Chebotko A., Pai D., Lai Z., et al. A reference architecture for scientific workflow management systems and the VIEW SOA solution. IEEE Trans Serv Comput (TSC) 2009, 2(1):79-92.
    • (2009) IEEE Trans Serv Comput (TSC) , vol.2 , Issue.1 , pp. 79-92
    • Lin, C.1    Lu, S.2    Fei, X.3    Chebotko, A.4    Pai, D.5    Lai, Z.6
  • 291
    • 31444446508 scopus 로고    scopus 로고
    • A notation and system for expressing and executing cleanly typed workflows on Messy scientific data
    • Zhao Y., Dobson J., Foster I., Moreau L., Wilde M. A notation and system for expressing and executing cleanly typed workflows on Messy scientific data. SIGMOD Rec 2005, 34(3).
    • (2005) SIGMOD Rec , vol.34 , Issue.3
    • Zhao, Y.1    Dobson, J.2    Foster, I.3    Moreau, L.4    Wilde, M.5
  • 294
    • 84941721400 scopus 로고    scopus 로고
    • NASA MODIS dataset
    • NASA MODIS dataset, 2012. http://modis.gsfc.nasa.gov/.
    • (2012)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.