Cloud and network orchestration in SDN data centers: Design principles and performance evaluation

被引:14
|
作者
Gharbaoui, M. [2 ]
Martini, B. [1 ]
Adami, D. [1 ]
Giordano, S. [3 ]
Castoldi, P. [2 ]
机构
[1] CNIT, Pisa, Italy
[2] Scuola Super Sant Anna, Pisa, Italy
[3] Univ Pisa, Dept Informat Engn, Pisa, Italy
关键词
Cloud; SDN; Orchestration; OpenFlow; Data Center network;
D O I
10.1016/j.comnet.2016.08.029
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The oversubscription of Data Center network links and the high volatility of Virtual Machine (VM) deployments call for a flexible and agile control of Data Center networks, coordinated with computing resource control (i.e., cloud resource management). The Software-Defined Network (SDN) paradigm opens up new opportunities to design convergent resource management systems able to address the provisioning of cloud services while meeting dynamically changing traffic demands of running VMs. This paper presents the architectural design of an SDN-based orchestration system which is able to coordinate the provision of composite cloud and network services while assuring computational requirements as well as a better than best effort VM data delivery. The proposed orchestration system is able to perform VM allocations also based on estimations of switch/link and server loads as result of the synergistic interwork of the following functions: (i) resource selection and composition functions, (ii) coordinated resource configuration and management functions, (iii) monitoring and registration functions of resource status. A set of resource selection and composition strategies and estimation schemes have been also specified. The orchestration process has been thoroughly evaluated through a comprehensive set of simulations that clearly show an increasing acceptance rate of service requests, an improved utilization of network capabilities while effectively preventing significant degradations of the user experience despite the oversubscription of data center network links. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:279 / 295
页数:17
相关论文
共 50 条
  • [1] Design and Evaluation of SDN-based Orchestration System for Cloud Data Centers
    Martini, Barbara
    Adami, Davide
    Gharbaoui, Molka
    Castoldi, Piero
    Donatini, Lisa
    Giordano, Stefano
    [J]. 2016 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2016,
  • [2] Cloud and Network Service Orchestration in Software Defined Data Centers
    Adami, Davide
    Martini, Barbara
    Callegari, Christian
    Donatini, Lisa
    Giordano, Stefano
    Sgambelluri, Andrea
    Gharbaoui, Molka
    Castoldi, Piero
    [J]. PROCEEDINGS OF THE 2015 INTERNATIONAL SYMPOSIUM ON PERFORMANCE EVALUATION OF COMPUTER AND TELECOMMUNICATION SYSTEMS (SPECTS), 2015,
  • [3] Distributed Orchestration in Cloud Data Centers
    McCormick, Bill
    Halabian, Hassan
    Fung, Carol J.
    [J]. 2019 IFIP/IEEE SYMPOSIUM ON INTEGRATED NETWORK AND SERVICE MANAGEMENT (IM), 2019, : 346 - 352
  • [4] Performance Analysis of SDN Orchestration in the Cloud Computing Platform and Transport Network of the ADRENALINE Testbed
    Mayoral, A.
    Vilalta, R.
    Munoz, R.
    Casellas, R.
    Martinez, R.
    [J]. 2015 17th International Conference on Transparent Optical Networks (ICTON), 2015,
  • [5] Performance evaluation of live virtual machine migration in SDN-enabled cloud data centers
    He, TianZhang
    Toosi, Adel N.
    Buyya, Rajkumar
    [J]. JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2019, 131 : 55 - 68
  • [6] Network Aware VM Load Balancing in Cloud Data Centers Using SDN
    Tsygankov, Mykola
    Chen, Chien
    [J]. 2017 23RD IEEE INTERNATIONAL SYMPOSIUM ON LOCAL AND METROPOLITAN AREA NETWORKS (LANMAN), 2017,
  • [7] Monitoring as a Service for SDN Based Cloud Data Centers
    Elsaadawy, Mona
    [J]. MIDDLEWARE'19: PROCEEDINGS OF THE 2019 20TH INTERNATIONAL MIDDLEWARE CONFERENCE DOCTORAL SYMPOSIUM, 2019, : 36 - 40
  • [8] An SDN Orchestrator for Resources Chaining in Cloud Data Centers
    Martini, B.
    Adami, D.
    Sgambelluri, A.
    Gharbaoui, M.
    Donatini, L.
    Giordano, S.
    Castoldi, P.
    [J]. 2014 EUROPEAN CONFERENCE ON NETWORKS AND COMMUNICATIONS (EUCNC), 2014,
  • [9] An SDN orchestrator for cloud data center: System design and experimental evaluation
    Adami, D.
    Martini, B.
    Sgambelluri, A.
    Donatini, L.
    Gharbaoui, M.
    Castoldi, P.
    Giordano, S.
    [J]. TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES, 2017, 28 (11):
  • [10] A SDN Network Based on VLANs for Data Centers
    Xu, Fei
    Xu, Yanwei
    [J]. PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON ENGINEERING SCIENCE AND MANAGEMENT (ESM), 2016, 62 : 61 - 63