Optimal Resource Allocation for Multimedia Cloud in Priority Service Scheme

被引:0
|
作者
Nan, Xiaoming [1 ]
He, Yifeng [1 ]
Guan, Ling [1 ]
机构
[1] Ryerson Univ, Dept Elect & Comp Engn, Toronto, ON, Canada
关键词
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Multimedia cloud is an emerging computing paradigm that can effectively process multimedia applications and provide multi-QoS provisions for customers. Two major challenges exist in multimedia cloud: the resource cost and the service response time. In this paper, we employ the proposed queuing model to optimize the resource allocation for multimedia cloud in priority service scheme. Specifically, we formulate and solve the resource cost minimization problem and the service response time minimization problem respectively. The simulation results demonstrate that the proposed optimal resource allocation method can greatly enhance the performance of multimedia cloud data center in terms of resource cost and service response time.
引用
收藏
页码:1111 / 1114
页数:4
相关论文
共 50 条
  • [1] Optimal Routing and Resource Allocation for Multimedia Cloud Computing
    Gong, Wenqiang
    Yan, Jinyao
    Chen, Zheng
    2014 10TH INTERNATIONAL CONFERENCE ON HETEROGENEOUS NETWORKING FOR QUALITY, RELIABILITY, SECURITY AND ROBUSTNESS (QSHINE), 2014, : 137 - 138
  • [2] Optimal Resource Allocation for Multimedia Application in Single and Multiple Cloud Computing Service Providers
    Do, Cuong T.
    Do, Duy T.
    Tran, Nguyen H.
    Tran, Dai H.
    Thar, Kyi
    Hong, Choong Seon
    2014 16TH ASIA-PACIFIC NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM (APNOMS), 2014,
  • [3] Optimal Resource Allocation for Multimedia Cloud Based on Queuing Model
    Nan, Xiaoming
    He, Yifeng
    Guan, Ling
    2011 IEEE 13TH INTERNATIONAL WORKSHOP ON MULTIMEDIA SIGNAL PROCESSING (MMSP), 2011,
  • [4] Optimal Resource Allocation and Quality of Service Prediction in Cloud
    Baldoss, Priya
    Thangavel, Gnanasekaran
    CMC-COMPUTERS MATERIALS & CONTINUA, 2021, 67 (01): : 253 - 265
  • [5] An Optimal VM Resource Allocation For Near-Client-Datacenter For Multimedia Cloud
    Gong, Wenqiang
    Chen, Zheng
    Yan, Jinyao
    Shuai Qianjun
    2014 SIXTH INTERNATIONAL CONFERENCE ON UBIQUITOUS AND FUTURE NETWORKS (ICUFN 2014), 2014, : 249 - 254
  • [6] Optimal Resource Allocation for Multimedia Application Providers in Multi-site Cloud
    Nan, Xiaoming
    He, Yifeng
    Guan, Ling
    2013 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), 2013, : 449 - 452
  • [7] TOWARDS OPTIMAL RESOURCE ALLOCATION FOR DIFFERENTIATED MULTIMEDIA SERVICES IN CLOUD COMPUTING ENVIRONMENT
    Nan, Xiaoming
    He, Yifeng
    Guan, Ling
    2014 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2014,
  • [8] Optimal strategies on pricing and resource allocation for cloud services with service guarantees
    Chen, Fuzan
    Lu, Aijun
    Wu, Harris
    Dou, Runliang
    Wang, Xiangyun
    COMPUTERS & INDUSTRIAL ENGINEERING, 2022, 165
  • [9] Resource Allocation for Video Transcoding in the Multimedia Cloud
    Sahoo, Sampa
    Parida, Ipsita
    Mishra, Sambit Kumar
    Sahoo, Bibhdatta
    Turuk, Ashok Kumar
    RECENT FINDINGS IN INTELLIGENT COMPUTING TECHNIQUES, VOL 1, 2019, 707 : 525 - 532
  • [10] Resource Allocation Scheme in Cloud Infrastructure
    Ray, Soumya
    De Sarkar, Ajanta
    2013 INTERNATIONAL CONFERENCE ON CLOUD & UBIQUITOUS COMPUTING & EMERGING TECHNOLOGIES (CUBE 2013), 2013, : 30 - 35