Heterogeneous Cloud Computing

Current cloud computing infrastructure typically assumes a homogeneous collection of commodity hardware, with details about hardware variation intentionally hidden from users. In this paper, we present our approach for extending the traditional notions of cloud computing to provide a cloud-based acc...

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Published in2011 IEEE International Conference on Cluster Computing pp. 378 - 385
Main Authors Crago, S., Dunn, K., Eads, P., Hochstein, L., Dong-In Kang, Mikyung Kang, Modium, D., Singh, K., Jinwoo Suh, Walters, J. P.
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.09.2011
Subjects
accelerators
Cloud computing
Computer architecture
Graphics processing unit
Hardware
high-performance computing
Libraries
Servers
Virtual machining
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ISBN9781457713552
1457713551
ISSN1552-5244
DOI10.1109/CLUSTER.2011.49

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Abstract Current cloud computing infrastructure typically assumes a homogeneous collection of commodity hardware, with details about hardware variation intentionally hidden from users. In this paper, we present our approach for extending the traditional notions of cloud computing to provide a cloud-based access model to clusters that contain a heterogeneous architectures and accelerators. We describe our ongoing work extending the Open Stack cloud computing stack to support heterogeneous architectures and accelerators, and our experiences running Open Stack on our local heterogeneous cluster testbed.
AbstractList Current cloud computing infrastructure typically assumes a homogeneous collection of commodity hardware, with details about hardware variation intentionally hidden from users. In this paper, we present our approach for extending the traditional notions of cloud computing to provide a cloud-based access model to clusters that contain a heterogeneous architectures and accelerators. We describe our ongoing work extending the Open Stack cloud computing stack to support heterogeneous architectures and accelerators, and our experiences running Open Stack on our local heterogeneous cluster testbed.
Author Hochstein, L.
Walters, J. P.
Crago, S.
Eads, P.
Jinwoo Suh
Dunn, K.
Dong-In Kang
Singh, K.
Mikyung Kang
Modium, D.
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Snippet Current cloud computing infrastructure typically assumes a homogeneous collection of commodity hardware, with details about hardware variation intentionally...
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StartPage 378
SubjectTerms accelerators
Cloud computing
Computer architecture
Graphics processing unit
Hardware
high-performance computing
Libraries
Servers
Virtual machining
Title Heterogeneous Cloud Computing
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