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
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;
Conference_Titel :
Cloud Networking (CLOUDNET), 2012 IEEE 1st International Conference on
Conference_Location :
Paris, France
Print_ISBN :
978-1-4673-2797-8
DOI :
10.1109/CloudNet.2012.6483679