Implementing a cloud-based service supporting biological network simulations

被引:0
|
作者
Bertone, Fabrizio [1 ]
Caragnano, Giuseppe [1 ]
Mossucca, Lorenzo [1 ]
Terzo, Olivier [1 ]
Benso, Alfredo [2 ]
Politano, Gianfranco [2 ]
Savino, Alessandro [2 ]
机构
[1] Ist Super Mario Boella, Via PC Boggio 61, Turin, Italy
[2] Politecn Torino, Dipartimento Automat & Informat, Corso Duca Abruzzi 24, I-10129 Turin, Italy
关键词
cloud computing; resource orchestrator; Map Reduce; parallel algorithm; system biology; e-science;
D O I
10.1109/AINA.2016.102
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Biological analysis applications are usually high demanding in terms of computational power required. Cloud Computing infrastructures can be of great value supporting those type of applications, thanks to the high flexibility and performing hardware provided. The merging of solutions based on MapReduce and distributed file systems services, allows the creation of scalable infrastructures and data management services adaptable to various use cases and requirements. However, the implementation and deployment of cloud based services remains a complex task for biological researchers without specific skills. In this paper authors describe a service that allows the execution of a biological networks simulation tool in cloud, implemented with the aid of MapReduce algorithms called MaReX. The paper shows in detail the interactions occurring between the various components of the platform such as: database, process manager agent and graphical user interface.
引用
收藏
页码:732 / 736
页数:5
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