DocumentCode
1640596
Title
Superlinear speedup in Windows Azure cloud
Author
Gusev, Marjan ; Ristov, Sasko
Author_Institution
Ss. Cyril and Methodius University, Faculty of Information Sciences and Computer Engineering, Rugjer Boshkovik 16, PO Box 393, 1000 Skopje, Macedonia
fYear
2012
Firstpage
173
Lastpage
175
Abstract
Azure cloud offers Platform-as-a-Service (PaaS) to its customers. It uses Hyper-V hypervisor to manage instances of virtual machines. Several papers report superlinear speedup for execution of dense matrix-matrix multiplication algorithm comparing the parallel and sequential executions. The existence of a superlinear speedup is also confirmed in some cases of virtualized and cloud environments. In this paper we realized a series of experiments to find out if the superlinear speedup is also possible on the Azure cloud for executing the dense matrix-matrix multiplication algorithm using the same hardware infrastructure. In addition to the hypothesis about existence of a superlinear speedup we will theoretically explain the experimental results and determine the regions and particular matrix sizes where it may occur.
Keywords
Cloud Computing; High Performance Computing; Performance;
fLanguage
English
Publisher
ieee
Conference_Titel
Cloud Networking (CLOUDNET), 2012 IEEE 1st International Conference on
Conference_Location
Paris, France
Print_ISBN
978-1-4673-2797-8
Type
conf
DOI
10.1109/CloudNet.2012.6483679
Filename
6483679
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