Dynamic Network Provisioning for Data Intensive Applications in the Cloud

被引:0
|
作者
Ruth, Paul [1 ]
Mandal, Anirban [1 ]
Xin, Yufeng [1 ]
Baldine, Ilia [1 ]
Heerman, Chris [1 ]
Chase, Jeff
机构
[1] Univ N Carolina, Renaissance Comp Inst, Chapel Hill, NC 27515 USA
关键词
Cloud; Networking;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Advanced networks are an essential element of data-driven science enabled by next generation cyberinfrastructure environments. Computational activities increasingly incorporate widely dispersed resources with linkages among software components spanning multiple sites and administrative domains. We have seen recent advances in enabling on-demand network circuits in the national and international backbones coupled with Software Defined Networking (SDN) advances like OpenFlow and programmable edge technologies like OpenStack. These advances have created an unprecedented opportunity to enable complex scientific applications to run on specially tailored, dynamic infrastructure that include compute, storage and network resources, combining the performance advantages of purpose-built infrastructures, but without the costs of a permanent infrastructure. This work presents an experience deploying scientific work-flows on the ExoGENI national test bed that dynamically allocates computational resources with high-speed circuits from backbone providers. Dynamically allocated bandwidth-provisioned high-speed circuits increase the ability of scientific applications to access and stage large data sets from remote data repositories or to move computation to remote sites and access data stored locally. The remainder of this extended abstract is a brief description of the test bed and several scientific workflow applications that were deployed using bandwidth-provisioned high-speed circuits.
引用
收藏
页数:2
相关论文
共 50 条
  • [41] VIRTUAL RESOURCE MANAGEMENT FOR DATA INTENSIVE APPLICATIONS IN CLOUD INFRASTRUCTURES
    Apostoll, Elena
    Cristea, Valentin
    UNIVERSITY POLITEHNICA OF BUCHAREST SCIENTIFIC BULLETIN SERIES C-ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, 2014, 76 (02): : 15 - 26
  • [42] Dynamic VM Provisioning for TORQUE in a Cloud Environment
    Zhang, S.
    Boland, L.
    Coddington, P.
    Sevior, M.
    20TH INTERNATIONAL CONFERENCE ON COMPUTING IN HIGH ENERGY AND NUCLEAR PHYSICS (CHEP2013), PARTS 1-6, 2014, 513
  • [43] Dynamic Resource Provisioning and Monitoring for Cloud Computing
    Padmavathi, S.
    Soundarya, N.
    Soniha, P. K.
    Srimathi, S.
    2017 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT TECHNIQUES IN CONTROL, OPTIMIZATION AND SIGNAL PROCESSING (INCOS), 2017,
  • [44] Dynamic placement of resources in cloud computing and network applications
    Rochman, Yuval
    Levy, Hanoch
    Brosh, Eli
    PERFORMANCE EVALUATION, 2017, 115 : 1 - 37
  • [45] Elastic Resource Provisioning for Cloud Workflow Applications
    Li, Xiaoping
    Cai, Zhicheng
    IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2017, 14 (02) : 1195 - 1210
  • [46] Cloud Computing Architectures and Dynamic Provisioning Mechanisms
    Acharya, Shreenath
    D'Mello, Demian Antony
    2013 INTERNATIONAL CONFERENCE ON GREEN COMPUTING, COMMUNICATION AND CONSERVATION OF ENERGY (ICGCE), 2013, : 798 - 804
  • [47] Towards a Provisioning Algorithm for Dynamic Workflows in the Cloud
    Fakhfakh, Fairouz
    Kacem, Hatem Hadj
    Kacem, Ahmed Hadj
    2015 IEEE 24TH INTERNATIONAL CONFERENCE ON ENABLING TECHNOLOGIES - INFRASTRUCTURE FOR COLLABORATIVE ENTERPRISES, 2015, : 35 - 40
  • [48] A dynamic VM provisioning and de-provisioning based cost-efficient deadline-aware scheduling algorithm for Big Data workflow applications in a cloud environment
    Wakar Ahmad
    Bashir Alam
    Sanchit Ahuja
    Sahil Malik
    Cluster Computing, 2021, 24 : 249 - 278
  • [49] A dynamic VM provisioning and de-provisioning based cost-efficient deadline-aware scheduling algorithm for Big Data workflow applications in a cloud environment
    Ahmad, Wakar
    Alam, Bashir
    Ahuja, Sanchit
    Malik, Sahil
    CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2021, 24 (01): : 249 - 278
  • [50] An adaptive RL based approach for dynamic resource provisioning in Cloud virtualized data centers
    Bahrpeyma, Fouad
    Haghighi, Hassan
    Zakerolhosseini, Ali
    COMPUTING, 2015, 97 (12) : 1209 - 1234