Service Scheduling and Resource Allocation for Big Data Transfer in Elastic Optical Network

被引:1
作者
Tarhani, Mehdi [1 ]
Sarkar, Sanjib [1 ]
Shadaram, Mehdi [1 ]
机构
[1] Univ Texas San Antonio, Dept Elect & Comp Engn, San Antonio, TX 78249 USA
来源
2020 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM) | 2020年
关键词
elastic optical networks; Big data transfer; resource allocation;
D O I
10.1109/GLOBECOM42002.2020.9322185
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A major class of traffic demands entails the transfer of known volumes of data before a deadline specified by the demands, while allowing slow resource allocation. For the service provisioning of these demands on an elastic optical network architecture, on which few studies have been carried out thus far, a model must handle both the time and the severe spectrum defragmentation resulting from the resource allocation. In this paper, a model is introduced that by harnessing the characteristic of these demands, targets efficient data transfer while meeting the demands requirements. It consists of two complementary models: a mathematical optimization model with a high degree of freedom as the core for resource allocation and admission, and a heuristic algorithm for service scheduling and service update. The results of the numerical examinations show the effectiveness of the presented model.
引用
收藏
页数:5
相关论文
共 50 条
  • [21] Routing and Resource Allocation for Service Function Chain in Service-Oriented Network
    Liu, Ziyu
    Li, Zeming
    Liang, Chengchao
    Liu, Zhanjun
    COMMUNICATIONS AND NETWORKING (CHINACOM 2021), 2022, : 465 - 480
  • [22] Joint Allocation and Scheduling of Network Resource for Multiple Control Applications in SDN
    Feng, Tao
    Bi, Jun
    Wang, Ke
    2014 IEEE NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM (NOMS), 2014,
  • [23] Cost-Effective Traffic Scheduling and Resource Allocation for Edge Service Provisioning
    Xiang, Zhengzhe
    Zheng, Yuhang
    Zheng, Zengwei
    Deng, Shuiguang
    Guo, Minyi
    Dustdar, Schahram
    IEEE-ACM TRANSACTIONS ON NETWORKING, 2023, 31 (06) : 2934 - 2949
  • [24] Green Optical Networking for Big Data Transfer
    Ye, Zilong
    ICBDC 2019: PROCEEDINGS OF 2019 4TH INTERNATIONAL CONFERENCE ON BIG DATA AND COMPUTING, 2019, : 64 - 67
  • [25] CRAM: a Container Resource Allocation Mechanism for Big Data Streaming Applications
    Runsewe, Olubisi
    Samaan, Nancy
    2019 19TH IEEE/ACM INTERNATIONAL SYMPOSIUM ON CLUSTER, CLOUD AND GRID COMPUTING (CCGRID), 2019, : 312 - 320
  • [26] Optimal resource allocation for data service in CDMA reverse link
    Zhang, D
    Oh, SJ
    Sindhushayana, NT
    2004 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, VOLS 1-4: BROADBAND WIRELESS - THE TIME IS NOW, 2004, : 1601 - 1606
  • [27] Burstiness-Aware Elastic Resource Allocation in Stream Data Processing
    Li L.-N.
    Wei X.-H.
    Li X.
    Wang X.-W.
    Jisuanji Xuebao/Chinese Journal of Computers, 2018, 41 (10): : 2193 - 2208
  • [28] Multi-Service Resource Allocation in Future Network With Wireless Virtualization
    Li, Letian
    Deng, Na
    Ren, Weilong
    Kou, Baohua
    Zhou, Wuyang
    Yu, Shui
    IEEE ACCESS, 2018, 6 : 53854 - 53868
  • [29] Adaptive Service Provisioning for Dynamic Resource Allocation in Network Digital Twin
    Ma, Yuyin
    Song, Fei
    Pau, Giovanni
    You, Ilsun
    Zhang, Hongke
    IEEE NETWORK, 2024, 38 (01): : 61 - 68
  • [30] Dynamic Joint Functional Split and Resource Allocation Optimization in Elastic Optical Fronthaul
    Vajd, Faezeh Samimi
    Hadi, Mohammad
    Bhar, Chayan
    Pakravan, Mohammad Reza
    Agrell, Erik
    IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2022, 19 (04): : 4505 - 4515