Optimized Virtual Machine Tree based Scheduling Technique in Cloud Using K-way Trees

被引:0
|
作者
Bhutani, Akshi [1 ]
Jauhari, Isha [1 ]
Kaushik, Vinay Kumar [1 ]
机构
[1] Acad Business & Sci Engn Coll, Dept Comp Sci & Engn, Ghaziabad, India
关键词
Virtualization; Virtual Machine Tree; Scheduling; Cloud Computing; QoS;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Innovations are necessary to ride the inevitable tide of change. Virtualization is used in cloud computing to efficiently use the available resources. The increasing demand of efficient computing resources is leading to adaption of Service Oriented Architecture (SOA). Cloud provides computing resources in various means, including Software as a Service (SaaS), Platform as a Service (PaaS) and Infrastructure as a Service (IaaS). Cloud Computing is still at its infant stage and a very new technology, To make the cloud resource efficient for better profits as service, task scheduling plays a vital role. This research paper tackles this issue of task distribution over the cloud resources by the use of k-way virtual machine tree based task scheduling. Heterogeneous Cloud Computing Environment was created for meeting the real-time environments needs. CloudSim toolkit is used to simulate the results, the results show that the proposed algorithm gives better results in terms of response time of the cloud leading to a better QoS.
引用
收藏
页数:6
相关论文
共 50 条
  • [21] Performance improvement of extreme multi-label classification using K-way tree construction with parallel clustering algorithm
    Prajapati, Purvi
    Thakkar, Amit
    JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES, 2022, 34 (08) : 6354 - 6364
  • [22] Coherent virtual machine provisioning based on balanced optimization using entropy-based conjectured scheduling in cloud environment
    Durairaj, Selvam
    Sridhar, Rajeswari
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2024, 132
  • [23] VMSAGE: A virtual machine scheduling algorithm based on the gravitational effect for green Cloud computing
    Xu, Xiaolong
    Zhang, Qitong
    Maneas, Stathis
    Sotiriadis, Stelios
    Gavan, Collette
    Bessis, Nik
    SIMULATION MODELLING PRACTICE AND THEORY, 2019, 93 : 87 - 103
  • [24] Multi-Resource Packing for Job Scheduling in Virtual Machine Based Cloud Environment
    Huang, Daochao
    Du, Peng
    Zhu, Chunge
    Zhang, Hong
    Liu, Xinran
    9th IEEE International Symposium on Service-Oriented System Engineering (SOSE 2015), 2015, : 216 - 221
  • [25] A Container-Based Technique to Improve Virtual Machine Migration in Cloud Computing
    Bhardwaj, Aditya
    Krishna, C. Rama
    IETE JOURNAL OF RESEARCH, 2019, 68 (01) : 401 - 416
  • [26] Dynamic provisioning of virtual machine using optimized bit matrix load distribution in federated cloud
    Sermakani, A. M.
    Paulraj, D.
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2023, 45 (06) : 11613 - 11627
  • [27] Improving Energy Efficiency using Optimized Energy Model Virtual Machine Algorithm in Cloud Computing
    Manjunatha, S.
    Suresh, L.
    JOURNAL OF INTERCONNECTION NETWORKS, 2022, 22 (SUPP01)
  • [28] Efficient virtual machine placement in cloud computing environment using BSO-ANN based hybrid technique
    Rawat, Pradeep Singh
    Gaur, Sachin
    Barthwal, Varun
    Gupta, Punti
    Ghosh, Debjani
    Gupta, Deepak
    Rodrigues, Joel J. P. C.
    ALEXANDRIA ENGINEERING JOURNAL, 2025, 110 : 145 - 152
  • [29] Task scheduling to a virtual machine using a multi-objective mayfly approach for a cloud environment
    Durairaj, Selvam
    Sridhar, Rajeswari
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2022, 34 (24):
  • [30] Performance Enhancement of Cloud Based Storage using Disk Scheduling Technique
    Sarkar, Saswati
    Kundu, Anirban
    INTERNATIONAL JOURNAL OF CLOUD APPLICATIONS AND COMPUTING, 2020, 10 (01) : 46 - 63