Title :
Heterogeneous Cloud Computing
Author :
Crago, Steve ; Dunn, Kyle ; Eads, Patrick ; Hochstein, Lorin ; Kang, Dong-In ; Kang, Mikyung ; Modium, Devendra ; Singh, Karandeep ; Suh, Jinwoo ; Walters, John Paul
Author_Institution :
Inf. Sci. Inst., Univ. of Southern California, Arlington, VA, USA
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.
Keywords :
cloud computing; cloud-based access model; commodity hardware; heterogeneous architectures; heterogeneous cloud computing; heterogeneous cluster; homogeneous collection; open stack cloud computing stack; Cloud computing; Computer architecture; Graphics processing unit; Hardware; Libraries; Servers; Virtual machining; accelerators; cloud computing; high-performance computing;
Conference_Titel :
Cluster Computing (CLUSTER), 2011 IEEE International Conference on
Conference_Location :
Austin, TX
Print_ISBN :
978-1-4577-1355-2
Electronic_ISBN :
978-0-7695-4516-5
DOI :
10.1109/CLUSTER.2011.49