DocumentCode :
734368
Title :
Evaluating Scalability of a Cloud Based Platform for Biological Networks Analysis
Author :
Bertone, Fabrizio ; Caragnano, Giuseppe ; Ruiu, Pietro ; Terzo, Olivier ; Vasciaveo, Alessandro ; Benso, Alfredo
Author_Institution :
Ist. Superiore Mario Boella, Turin, Italy
fYear :
2015
fDate :
8-10 July 2015
Firstpage :
464
Lastpage :
468
Abstract :
Research centers performing biomedical research collide with the problem of the treatment of large amounts of data. Several scientific fields in biomedical adopt technologies that can analyze samples in a more accurate way thanks to the high granularity which the current equipment provide the results. The cloud computing technology allows to create scalable and flexible infrastructures and data management services. In recent years the number of solutions that can be included within the phenomenon of cloud computing has increased. There are many cases of distributed solutions with high storage and processing capacity and the possibility of serving a large number of users. In this paper authors describe a biological networks modeling tool, implemented with the aid of MapReduce algorithms that works on a cluster in a cloud computing infrastructure.
Keywords :
cloud computing; database management systems; parallel processing; storage management; MapReduce algorithm; biological networks analysis; biological networks modeling tool; biomedical research; cloud based platform; cloud computing technology; data management service; distributed solution; flexible infrastructure; processing capacity; storage capacity; Biological system modeling; Cloud computing; Computational modeling; Data models; Scalability; Trajectory; Virtual machining; Map Reduce; cloud computing; parallel algorithms; resource orchestrator;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Complex, Intelligent, and Software Intensive Systems (CISIS), 2015 Ninth International Conference on
Conference_Location :
Blumenau
Print_ISBN :
978-1-4799-8869-3
Type :
conf
DOI :
10.1109/CISIS.2015.68
Filename :
7185232
Link To Document :
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