DocumentCode :
1813230
Title :
Direct migration of scientific computing experiments to the cloud
Author :
Srirama, Satish Narayana ; Ivanistsev, Vladislav ; Jakovits, P. ; Willmore, Chris
Author_Institution :
Inst. of Comput. Sci., Univ. of Tartu, Tartu, Estonia
fYear :
2013
fDate :
1-5 July 2013
Firstpage :
27
Lastpage :
34
Abstract :
Scientific computing applications usually need huge amounts of computational power. The cloud provides interesting high-performance computing solutions, with its promise of virtually infinite resources. However, migrating scientific computing problems to clouds and the re-creation of a software environment on the vendor-supplied OS and cloud instances is often a laborious task. It is also assumed that the scientist who is performing the experiments has significant knowledge of computer science, cloud computing and the migration procedure. Most often, this is not the case. Considering this obstacle, we have designed a tool that helps scientists to migrate their applications to the cloud. The idea is to migrate the complete software environment, in which the scientists have set up their experiments, directly to the cloud. The developed desktop-to-cloud-migration (D2CM) tool supports transformation and migration of virtual machine images, deployment description and life-cycle management for applications to be hosted on Amazon´s Elastic Cloud Computing (EC2) or compatible infrastructure such as Eucalyptus. The paper also presents an electrochemical case study which extensively used the tool in drawing domain specific results. From the analysis, it was observed that D2CM tool not only helps in the migration process and simplifying the work of the scientist, but also helps in optimizing the calculations, compute clusters and thus the costs for conducting scientific computing experiments on the cloud.
Keywords :
cloud computing; operating systems (computers); parallel processing; virtual machines; Amazon´s elastic cloud computing; D2CM tool; EC2; cloud computing; cloud instances; computer science; deployment description; desktop-to-cloud-migration tool; high-performance computing solutions; life-cycle management; migration procedure; scientific computing experiments; software environment; vendor-supplied OS; virtual machine images; Capacitance; Cloud computing; Clouds; Computational modeling; Kernel; Supercapacitors; Virtual machining; GPAW; VM migration; cloud computing; electrochemical experiments; scientific computing; supercapacitors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
High Performance Computing and Simulation (HPCS), 2013 International Conference on
Conference_Location :
Helsinki
Print_ISBN :
978-1-4799-0836-3
Type :
conf
DOI :
10.1109/HPCSim.2013.6641389
Filename :
6641389
Link To Document :
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