메뉴 건너뛰기




Volumn 22, Issue 1, 2017, Pages 4-18

Dynamically Weighted Load Evaluation Method Based on Self-adaptive Threshold in Cloud Computing

Author keywords

Cloud computing; Dynamic weighted; Energy; Load evaluation; Self adaptive threshold

Indexed keywords

LINEAR REGRESSION; REGRESSION ANALYSIS;

EID: 84955283266     PISSN: 1383469X     EISSN: 15728153     Source Type: Journal    
DOI: 10.1007/s11036-016-0679-7     Document Type: Article
Times cited : (17)

References (49)
  • 1
    • 84904461949 scopus 로고    scopus 로고
    • HVSTO: Efficient privacy preserving hybrid storage in cloud data center
    • IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), IEEE
    • Dong M, Lit H, Ota K et al (2014) HVSTO: Efficient privacy preserving hybrid storage in cloud data center. In: in Proc. of 2014 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). IEEE, pp 529–534
    • (2014) in Proc. of , vol.2014 , pp. 529-534
    • Dong, M.1    Lit, H.2    Ota, K.3
  • 2
    • 84925082806 scopus 로고    scopus 로고
    • Multicloud-Based Evacuation Services for Emergency Management
    • Dong M, Li H, Ota K et al (2014) Multicloud-Based Evacuation Services for Emergency Management. IEEE Cloud Comp 1(4):50–59
    • (2014) IEEE Cloud Comp , vol.1 , Issue.4 , pp. 50-59
    • Dong, M.1    Li, H.2    Ota, K.3
  • 3
    • 84863032121 scopus 로고    scopus 로고
    • Utility adaptive service brokering mechanism for personal cloud service. In: Proc. 2011 Military Communications Conference, Baltimore, MD, 7-10 Nov
    • Chang S. B., Jeun W. L., Youn C. H. (2011) Utility adaptive service brokering mechanism for personal cloud service. In: Proc. 2011 Military Communications Conference, Baltimore, MD, 7-10 Nov, pp 1622–1627
    • (2011) pp 1622–1627
    • Chang, S.B.1    Jeun, W.L.2    Youn, C.H.3
  • 5
    • 34250379517 scopus 로고    scopus 로고
    • Scheduling Policies for Processor Collocation in Multi cluster System
    • Bucur AID, Epema DHJ (2007) Scheduling Policies for Processor Collocation in Multi cluster System. IEEE Trans Parallel Distrib Syst 18:958–962
    • (2007) IEEE Trans Parallel Distrib Syst , vol.18 , pp. 958-962
    • Bucur, A.I.D.1    Epema, D.H.J.2
  • 6
    • 34547865669 scopus 로고    scopus 로고
    • Performance and reliability of tree-structured grid services considering data dependence and failure correlation
    • Dai YS, Levitin G, Trivedi KS (2007) Performance and reliability of tree-structured grid services considering data dependence and failure correlation. IEEE Trans Comput 56(7):925–936
    • (2007) IEEE Trans Comput , vol.56 , Issue.7 , pp. 925-936
    • Dai, Y.S.1    Levitin, G.2    Trivedi, K.S.3
  • 7
    • 56749178938 scopus 로고    scopus 로고
    • Exploring event correlation for failure prediction in coalitions of clusters. In: Proc. of the 2007 ACM/IEEE Conference on Supercomputing, Reno, NV, USA, 10-16 Nov
    • Song F, Xu CZ (2007) Exploring event correlation for failure prediction in coalitions of clusters. In: Proc. of the 2007 ACM/IEEE Conference on Supercomputing, Reno, NV, USA, 10-16 Nov, pp 1–12
    • (2007) pp 1–12
    • Song, F.1    Xu, C.Z.2
  • 8
    • 84864511735 scopus 로고    scopus 로고
    • Optimal online deterministic algorithms and adaptive heuristics for energy and performance efficient dynamic consolidation of virtual machines in Cloud data centers
    • Beloglazov A., Buyya R. (2012) Optimal online deterministic algorithms and adaptive heuristics for energy and performance efficient dynamic consolidation of virtual machines in Cloud data centers. Concurrency and Computation: Practice and Experience 24(13):1397–1420
    • (2012) Concurrency and Computation: Practice and Experience , vol.24 , Issue.13 , pp. 1397-1420
    • Beloglazov, A.1    Buyya, R.2
  • 9
    • 84911439148 scopus 로고    scopus 로고
    • A self-adaptive scheduling algorithm for reduce start time
    • Tang Z, Jiang L, Zhou J., Li K., Li K. (2015) A self-adaptive scheduling algorithm for reduce start time. Futur Gener Comput Syst 43(5):51–60
    • (2015) Futur Gener Comput Syst , vol.43 , Issue.5 , pp. 51-60
    • Tang, Z.1    Jiang, L.2    Zhou, J.3    Li, K.4    Li, K.5
  • 12
    • 80052804663 scopus 로고    scopus 로고
    • Empirical prediction models for adaptive resource provisioning in the cloud
    • Islam S., Keung J., Lee K., Liu A. (2012) Empirical prediction models for adaptive resource provisioning in the cloud. Futur Gener Comput Syst 28(1):155–16
    • (2012) Futur Gener Comput Syst , vol.28 , Issue.1 , pp. 116-155
    • Islam, S.1    Keung, J.2    Lee, K.3    Liu, A.4
  • 13
  • 14
    • 84894582787 scopus 로고    scopus 로고
    • A Stochastic Model to Investigate Data Center Performance and QoS in IaaS Cloud Computing Systems
    • Bruneo D. (2014) A Stochastic Model to Investigate Data Center Performance and QoS in IaaS Cloud Computing Systems. IEEE Trans Parallel Distrib Syst 25(3):560–569
    • (2014) IEEE Trans Parallel Distrib Syst , vol.25 , Issue.3 , pp. 560-569
    • Bruneo, D.1
  • 16
    • 84929317026 scopus 로고    scopus 로고
    • Energy Efficiency on Multi-core Architectures with Multiple Voltage Islands
    • Pagani S., Chen J. J., Li M. M. (2015) Energy Efficiency on Multi-core Architectures with Multiple Voltage Islands. IEEE Trans Parallel Distrib Syst 26(6):1608–1621
    • (2015) IEEE Trans Parallel Distrib Syst , vol.26 , Issue.6 , pp. 1608-1621
    • Pagani, S.1    Chen, J.J.2    Li, M.M.3
  • 17
    • 84869443856 scopus 로고    scopus 로고
    • Exploiting spatio-temporal tradeoffs for energy-aware MapReduce in the Cloud
    • Cardosa M., Singh A., Pucha H., Chandra A. (2012) Exploiting spatio-temporal tradeoffs for energy-aware MapReduce in the Cloud. IEEE Trans Comput 61(12):1737–1751
    • (2012) IEEE Trans Comput , vol.61 , Issue.12 , pp. 1737-1751
    • Cardosa, M.1    Singh, A.2    Pucha, H.3    Chandra, A.4
  • 18
    • 84878326190 scopus 로고    scopus 로고
    • Energy and Performance Management of Green Data Centers: A Profit Maximization Approach
    • Ghamkhari M., Mohsenian-Rad H. (2013) Energy and Performance Management of Green Data Centers: A Profit Maximization Approach. IEEE Trans Smart Grid 4(2):1017–1025
    • (2013) IEEE Trans Smart Grid , vol.4 , Issue.2 , pp. 1017-1025
    • Ghamkhari, M.1    Mohsenian-Rad, H.2
  • 19
    • 84901020434 scopus 로고    scopus 로고
    • Power Consumption Estimation Models for Processors, Virtual Machines, and Servers
    • Mobius C., Dargie W., Schill A. (2013) Power Consumption Estimation Models for Processors, Virtual Machines, and Servers. IEEE Trans Parallel Distrib Syst 25(6):1045–9219
    • (2013) IEEE Trans Parallel Distrib Syst , vol.25 , Issue.6 , pp. 1045-9219
    • Mobius, C.1    Dargie, W.2    Schill, A.3
  • 21
    • 84877738991 scopus 로고    scopus 로고
    • Electricity cost saving strategy in data centers by using energy storage
    • Guo Y., Fang Y. (2013) Electricity cost saving strategy in data centers by using energy storage. IEEE Trans Parallel Distrib Syst 24(6):1149–1160
    • (2013) IEEE Trans Parallel Distrib Syst , vol.24 , Issue.6 , pp. 1149-1160
    • Guo, Y.1    Fang, Y.2
  • 22
    • 84899424775 scopus 로고    scopus 로고
    • Energy-Efficient Virtual Machines Consolidation in Cloud Data Centers using Reinforcement Learning. In: Proc. of 2014 22nd Euromicro International Conference on Parallel, Distributed, and Network-Based Processing, Torino, 12-14 Feb
    • Farahnakian F., Liljeberg P., Plosila J. (2014) Energy-Efficient Virtual Machines Consolidation in Cloud Data Centers using Reinforcement Learning. In: Proc. of 2014 22nd Euromicro International Conference on Parallel, Distributed, and Network-Based Processing, Torino, 12-14 Feb, pp 500–507
    • (2014) pp 500–507
    • Farahnakian, F.1    Liljeberg, P.2    Plosila, J.3
  • 24
    • 84899417453 scopus 로고    scopus 로고
    • A Cooperative Two-Tier Energy-Aware Scheduling for Real-Time Tasks in Computing Clouds. In: Proc. of 2014 22nd Euromicro International Conference on Parallel, Distributed, and Network-Based Processing, Torino, 12-14 Feb
    • Hosseinimotlagh S., Khunjush F., Hosseinimotlagh S. (2014) A Cooperative Two-Tier Energy-Aware Scheduling for Real-Time Tasks in Computing Clouds. In: Proc. of 2014 22nd Euromicro International Conference on Parallel, Distributed, and Network-Based Processing, Torino, 12-14 Feb, pp 178–182
    • (2014) pp 178–182
    • Hosseinimotlagh, S.1    Khunjush, F.2    Hosseinimotlagh, S.3
  • 26
    • 84894591420 scopus 로고    scopus 로고
    • Temporal Load Balancing with Service Delay Guarantees for Data Center Energy Cost Optimization
    • Luo J. Y., Rao L., Liu X. (2014) Temporal Load Balancing with Service Delay Guarantees for Data Center Energy Cost Optimization. IEEE Trans Parallel Distrib Syst 25(3):775–784
    • (2014) IEEE Trans Parallel Distrib Syst , vol.25 , Issue.3 , pp. 775-784
    • Luo, J.Y.1    Rao, L.2    Liu, X.3
  • 27
    • 84864506183 scopus 로고    scopus 로고
    • Power management of virtualized cloud computing platform
    • Ye K. J., WU Z. H., Jiang X. H., He Q. M. (2012) Power management of virtualized cloud computing platform. Chin J Comput Phys 35(6):1262–1283
    • (2012) Chin J Comput Phys , vol.35 , Issue.6 , pp. 1262-1283
    • Ye, K.J.1    Wu, Z.H.2    Jiang, X.H.3    He, Q.M.4
  • 28
    • 77954909981 scopus 로고    scopus 로고
    • Virtual machine power metering and provisioning. In: Proc. of the 1st ACM symposium on Cloud computing. Indianapolis, Indiana, USA, ACM. 10-11 June
    • Kansal A., Zhao F., Liu J., Kothari N., Bhattacharya A. A. (2010) Virtual machine power metering and provisioning. In: Proc. of the 1st ACM symposium on Cloud computing. Indianapolis, Indiana, USA, ACM. 10-11 June, pp 39–50
    • (2010) pp 39–50
    • Kansal, A.1    Zhao, F.2    Liu, J.3    Kothari, N.4    Bhattacharya, A.A.5
  • 29
    • 84868087220 scopus 로고    scopus 로고
    • The current state of understanding of the energy efficiency of cloud computing. In: Proc. of 2012 IEEE 11th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), Liverpool, 25-27 June
    • Owusu F., Pattinson C. (2012) The current state of understanding of the energy efficiency of cloud computing. In: Proc. of 2012 IEEE 11th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), Liverpool, 25-27 June, pp 1948–1953
    • (2012) pp 1948–1953
    • Owusu, F.1    Pattinson, C.2
  • 30
    • 84869496035 scopus 로고    scopus 로고
    • GreenCloud: a packet-level simulator of energy-aware cloud computing data centers
    • Kliazovich D., Bouvry P., Khan S. U. (2012) GreenCloud: a packet-level simulator of energy-aware cloud computing data centers. J Supercomput 62(3):1263–1283
    • (2012) J Supercomput , vol.62 , Issue.3 , pp. 1263-1283
    • Kliazovich, D.1    Bouvry, P.2    Khan, S.U.3
  • 31
    • 84885953376 scopus 로고    scopus 로고
    • Using a novel message-exchanging optimization (MEO) model to reduce energy consumption in distributed systems
    • Bessis N., Sotiriadis S., Pop F. et al (2013) Using a novel message-exchanging optimization (MEO) model to reduce energy consumption in distributed systems. Simul Model Pract Theory 39(3):104–120
    • (2013) Simul Model Pract Theory , vol.39 , Issue.3 , pp. 104-120
    • Bessis, N.1    Sotiriadis, S.2    Pop, F.3
  • 32
    • 67650086775 scopus 로고    scopus 로고
    • VirtualPower: coordinated power management in virtualized enterprise systems
    • Nathuji R., Schwan K. (2007) VirtualPower: coordinated power management in virtualized enterprise systems. ACM SIGOPS Operating Systems Review 41(6):265–278
    • (2007) ACM SIGOPS Operating Systems Review , vol.41 , Issue.6 , pp. 265-278
    • Nathuji, R.1    Schwan, K.2
  • 33
    • 84890539803 scopus 로고    scopus 로고
    • Optimal Power Allocation and Load Distribution for Multiple Heterogeneous Multicore Server Processors across Clouds and Data Centers
    • Cao J. W., Li K. Q. (2014) Optimal Power Allocation and Load Distribution for Multiple Heterogeneous Multicore Server Processors across Clouds and Data Centers. IEEE Trans Comput 63(1):45–58
    • (2014) IEEE Trans Comput , vol.63 , Issue.1 , pp. 45-58
    • Cao, J.W.1    Li, K.Q.2
  • 34
    • 58149091441 scopus 로고    scopus 로고
    • Verma A., Ahuja P., Neogi A (2008) pMapper: power and migration cost aware application placement in virtualized systems. Middleware 2008. Springer Berlin Heidelberg, pp 243–264
    • Verma A., Ahuja P., Neogi A (2008) pMapper: power and migration cost aware application placement in virtualized systems. Middleware 2008. Springer Berlin Heidelberg, pp 243–264
  • 35
    • 51649101860 scopus 로고    scopus 로고
    • Zhu X., Young D., Watson BJ et al (2008) 1000 islands: Integrated capacity and workload management for the next generation data center. In: Proc. of 2008 International Conference on Autonomic Computing, Chicago, IL, 2-6 June, pp 172–181
    • Zhu X., Young D., Watson BJ et al (2008) 1000 islands: Integrated capacity and workload management for the next generation data center. In: Proc. of 2008 International Conference on Autonomic Computing, Chicago, IL, 2-6 June, pp 172–181
  • 36
    • 53349163432 scopus 로고    scopus 로고
    • An integrated approach to resource pool management: Policies, efficiency and quality metrics. In: Proc. of IEEE International Conference on Dependable Systems and Networks With FTCS and DCC, Anchorage, AK, 24-27 June
    • Gmach D., Rolia J., Cherkasova L. et al (2008) An integrated approach to resource pool management: Policies, efficiency and quality metrics. In: Proc. of IEEE International Conference on Dependable Systems and Networks With FTCS and DCC, Anchorage, AK, 24-27 June, pp 326–335
    • (2008) pp 326–335
    • Gmach, D.1    Rolia, J.2    Cherkasova, L.3
  • 37
    • 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. (2012) Energy-aware resource allocation heuristics for efficient management of data centers for cloud computing. Futur Gener Comput Syst 28(5):755–768
    • (2012) Futur Gener Comput Syst , vol.28 , Issue.5 , pp. 755-768
    • Beloglazov, A.1    Abawajy, J.2    Buyya, R.3
  • 38
    • 84878476684 scopus 로고    scopus 로고
    • Managing overloaded hosts for dynamic consolidation of virtual machines in cloud data centers under quality of service constraints
    • Beloglazov A., Buyya R. (2013) Managing overloaded hosts for dynamic consolidation of virtual machines in cloud data centers under quality of service constraints. IEEE Trans Parallel Distrib Syst 24(7):1366–1379
    • (2013) IEEE Trans Parallel Distrib Syst , vol.24 , Issue.7 , pp. 1366-1379
    • Beloglazov, A.1    Buyya, R.2
  • 39
    • 84877736288 scopus 로고    scopus 로고
    • Dynamic Resource Allocation Using Virtual Machines for Cloud Computing Environment
    • Xiao Z., Song W., Chen Q. (2013) Dynamic Resource Allocation Using Virtual Machines for Cloud Computing Environment. IEEE Trans Parallel Distrib Syst 24(6):1107–1116
    • (2013) IEEE Trans Parallel Distrib Syst , vol.24 , Issue.6 , pp. 1107-1116
    • Xiao, Z.1    Song, W.2    Chen, Q.3
  • 40
    • 84925105071 scopus 로고    scopus 로고
    • VMbuddies: Coordinating Live Migration of Multi-Tier Applications in Cloud Environments
    • Liu H. K., He B. S. (2015) VMbuddies: Coordinating Live Migration of Multi-Tier Applications in Cloud Environments. IEEE Trans Parallel Distrib Syst 26(4):1192–1205
    • (2015) IEEE Trans Parallel Distrib Syst , vol.26 , Issue.4 , pp. 1192-1205
    • Liu, H.K.1    He, B.S.2
  • 42
    • 85019514248 scopus 로고    scopus 로고
    • Green cloud computing: Balancing energy in processing, storage, and transport
    • Baliga J., Ayre R. W. A., Hinton K., Tucker RS (2011) Green cloud computing: Balancing energy in processing, storage, and transport. Proc IEEE 99(1):149–167
    • (2011) Proc IEEE , vol.99 , Issue.1 , pp. 149-167
    • Baliga, J.1    Ayre, R.W.A.2    Hinton, K.3    Tucker, R.S.4
  • 43
    • 84938294657 scopus 로고    scopus 로고
    • Rule caching in SDN-enabled mobile access networks
    • Dong M, Li H, Ota K et al (2015) Rule caching in SDN-enabled mobile access networks. IEEE Netw 29 (4):40–45
    • (2015) IEEE Netw , vol.29 , Issue.4 , pp. 40-45
    • Dong, M.1    Li, H.2    Ota, K.3
  • 44
    • 84930440424 scopus 로고    scopus 로고
    • A Cloud Resource Evaluation Model Based on Entropy Optimization and Ant Colony Clustering
    • Zuo L., Dong S., Zhu C., Shu L., Han G. (2015) A Cloud Resource Evaluation Model Based on Entropy Optimization and Ant Colony Clustering. Comput J 58(6):1254–1266
    • (2015) Comput J , vol.58 , Issue.6 , pp. 1254-1266
    • Zuo, L.1    Dong, S.2    Zhu, C.3    Shu, L.4    Han, G.5
  • 45
    • 84902189686 scopus 로고    scopus 로고
    • Zhou Z. (2013) A Resource Evaluation Model Based on Entropy Optimization toward Green Cloud
    • Semantics, Knowledge and Grids, Beijing, Oct
    • Zuo L., Shu L., Zhu C., Zhou Z. (2013) A Resource Evaluation Model Based on Entropy Optimization toward Green Cloud. In: Proc. of 2013 Semantics, Knowledge and Grids 2013, Beijing, Oct, pp 74–81
    • (2013) of , vol.2013 , pp. 74-81
    • Zuo, L.1    Shu, L.2    Zhu, C.3
  • 46
    • 80052930138 scopus 로고    scopus 로고
    • An architecture of a quality of service resource manager middleware for flexible embedded multimedia systems. In: Software Engineering and Middleware, Springer Berlin Heidelberg
    • Valls M G, Alonso A, Ruiz J et al (2003) An architecture of a quality of service resource manager middleware for flexible embedded multimedia systems. In: Software Engineering and Middleware, Springer Berlin Heidelberg, pp 36–55
    • (2003) pp 36–55
    • Valls, M.G.1    Alonso, A.2    Ruiz, J.3
  • 48
    • 78650777991 scopus 로고    scopus 로고
    • CloudSim: A Toolkit for Modeling and Simulation of Cloud Computing Environments and Evaluation of Resource Provisioning Algorithms
    • Calheiros R. N., Ranjan R., Beloglazov A., Cesar A. F., De R., Buyya R. (2011) CloudSim: A Toolkit for Modeling and Simulation of Cloud Computing Environments and Evaluation of Resource Provisioning Algorithms. Software: Practice and Experience, Wiley 41(1):23–50
    • (2011) Software: Practice and Experience, Wiley , vol.41 , Issue.1 , pp. 23-50
    • Calheiros, R.N.1    Ranjan, R.2    Beloglazov, A.3    Cesar, A.F.4    De, R.5    Buyya, R.6
  • 49
    • 0041344298 scopus 로고    scopus 로고
    • QoS Guided Min-Min Heuristic for Grid Task Scheduling
    • He X., Sun X. (2003) QoS Guided Min-Min Heuristic for Grid Task Scheduling. J Comput Sci Technol 18 (4):442–451
    • (2003) J Comput Sci Technol , vol.18 , Issue.4 , pp. 442-451
    • He, X.1    Sun, X.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.