Are Public Clouds Elastic Enough for Scientific Computing?

被引:0
作者
Galante, Guilherme [1 ]
Erpen De Bona, Luis Carlos [1 ]
Mury, Antonio Roberto [2 ]
Schulze, Bruno [2 ]
机构
[1] Fed Univ Parana UFPR, Dept Informat, Curitiba, Parana, Brazil
[2] Natl Lab Sci Comp LNCC Petrpolis, Petrpolis, RJ, Brazil
来源
SERVICE-ORIENTED COMPUTING - ICSOC 2013 WORKSHOPS | 2014年 / 8377卷
关键词
Cloud computing; elasticity; scientific applications;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Elasticity can be seen as the ability of a system to increase or decrease the computing resources allocated in a dynamic and on demand way. It is an important feature provided by cloud computing, that has been widely used in web applications and is also gaining attention in the scientific community. Considering the possibilities of using elasticity in this context, a question arises: "Are the available public cloud solutions suitable to support elastic scientific applications?" To answer the question, we present a review of some solutions proposed by public cloud providers and point the open issues and challenges in providing elasticity for scientific applications. We also present some initiatives that are being developed in order to overcome the current problems. In our opinion, current computational clouds have not yet reached the necessary maturity level to meet all scientific applications elasticity requirements.
引用
收藏
页码:294 / 307
页数:14
相关论文
共 39 条
  • [1] A View of Cloud Computing
    Armbrust, Michael
    Fox, Armando
    Griffith, Rean
    Joseph, Anthony D.
    Katz, Randy
    Konwinski, Andy
    Lee, Gunho
    Patterson, David
    Rabkin, Ariel
    Stoica, Ion
    Zaharia, Matei
    [J]. COMMUNICATIONS OF THE ACM, 2010, 53 (04) : 50 - 58
  • [2] BADGER L., 2011, Nist Special Publication, V117, p, P84
  • [3] Ben-Yehuda O.A., 2012, 4 USENIX WORKSH HOT
  • [4] Brebner PaulC., 2012, Proceedings of the 3rd ACM/SPEC International Conference on Performance Engineering, P263
  • [5] Bunch C., 2009, TECHNICAL REPORT
  • [6] Buyya R, 2010, LECT NOTES COMPUT SC, V6081, P13
  • [7] Cost optimized provisioning of elastic resources for application workflows
    Byun, Eun-Kyu
    Kee, Yang-Suk
    Kim, Jin-Soo
    Maeng, Seungryoul
    [J]. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2011, 27 (08): : 1011 - 1026
  • [8] The Aneka platform and QoS-driven resource provisioning for elastic applications on hybrid Clouds
    Calheiros, Rodrigo N.
    Vecchiola, Christian
    Karunamoorthy, Dileban
    Buyya, Rajkumar
    [J]. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2012, 28 (06): : 861 - 870
  • [9] Caron E., 2012, 7857 INRIA
  • [10] Celesti A., 2010, Proceedings of the 2010 Second International Conference on Advances in Future Internet (AFIN 2010), P94, DOI 10.1109/AFIN.2010.23