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Future generation supercomputers II: a paradigm for cluster architecture

Published: 01 December 2007 Publication History

Abstract

In part-I, a novel multi-core node architecture was proposed which when employed in a cluster environment would be capable of tackling computational complexity associated with wide class of applications. Furthermore, it was discussed that by appropriately scaling the architectural specifications, Teraops computing power could be achieved at the node level. In order to harness the computational power of such a node, we have developed an efficient application execution model with a competent cluster architectural backbone. In this paper we present the novel cluster paradigm, dealing with operating system design, parallel programming model and cluster interconnection network. Our approach in developing the competent cluster design revolves around an execution model to aid the execution of multiple applications simultaneously on all partitions of the cluster, leading to cost sharing across applications. This would be a major initiative towards achieving Cost-Effective Supercomputing.

References

[1]
Adolfy Hoisie et. al, "Performance Comparison Through Benchmarking and Modeling of Three Leading Supercomputers: Blue Gene/L, Red Storm, and Purple" in Supercomputing Conference 2006 (SC '06)
[2]
Peter Hildebrand (Chair), Warren Wiscombe (Science Lead) et. al, "Earth Science Vision 2030 Predictive Pathways for a Sustainable Future" NASA Working Group Report
[3]
Venkateswaran et. al, "Future Generation Supercomputers I: A Paradigm for Node Architecture", to be submitted to ACM CAN Journal 2007
[4]
David H. Bailey, Allan Snavely, "Performance Modeling: Understanding the Present and Predicting the Future" in Lawrence Berkeley National Laboratory (University of California) Year 2005
[5]
Guy E. Blelloch., "NESL: A nested data-parallel language (version 2.6)" in Technical Report CMU-CS-93-129, School of Computer Science, Carnegie Mellon University, April 1993.
[6]
Wolfgang Gellerich, Michael M. Gutzmann, "Massively Parallel Programming Languages: A Classification of Design Approaches" in ISCA, 9th Int'l Conference on Parallel and Distributed Computing Systems
[7]
Paul Lu, "COOL: Parallel Programming Using C++", MIT Press, 1996
[8]
Niranjan Kumar Soundararajan, "Hardware Compilation concept for the MIP S.C.O.C and Hierarchically-based Multiple Host System for the MIP cluster", A Thesis Submitted to Waran Research Foundation 2002 www.warftindia.org/thesis/niranjan.pdf
[9]
Karthik Ganesan, "Hierarchical Multihost based operating System for simultaneous Multiple application Execution on MIP SCOC Cluster" A Thesis Submitted to Waran Research Foundation 2006 www.warftindia.org/thesis/gk.pdf
[10]
Vinothkrishnan Elangovan, "Architecture of SILI-Con Operating System (SILICOS) for MIP SCOC Cluster" A Thesis Proposal Submitted to Waran Research Foundation 2006 www.warftindia.org/thesis/evk.pdf
[11]
Prem Kumar Ramesh, "Towards Multi-million Node Fusion Cluster Mapping Schedule: Employing Population Theory and Temperature Aware Load Balancing", A Thesis Submitted to Waran Research Foundation 2006 www.warftindia.org/thesis/prem.pdf
[12]
Sivaramakrishnan Nagarajan, "SMART Communication Library for Performance Scalability of Multi Million Node Fusion Cluster" A Thesis Proposal Submitted to Waran Research Foundation 2005 www.warftindia.org/thesis/siva.pdf
[13]
A Goldsmith, SA Jafar, N Jindal, S Vishwanath, "Capacity limits of MIMO channels" Page 1. 684 IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, VOL. 21, NO. 5 2003
[14]
Sudharsan Gunanathan, "Application of Non-Stationary Process and Population Theory towards Multi Million Node Cluster mapping" A Thesis Proposal Submitted to Waran Research Foundation 2005 www.warftindia.org/thesis/sud.pdf
[15]
Viswanath Krishnamurthy, "Library Design for MIP SCOC" A Thesis Submitted to Waran Research Foundation 2006, www.warftindia.org/thesis/vish.pdf
[16]
"BENSIM: WARFT BENchmark SIMulator for High Performance Copmuting Architecture" www.warftindia.org/generic.php?cat=tool

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  • (2007)Future generation supercomputers IACM SIGARCH Computer Architecture News10.1145/1360464.136046635:5(49-60)Online publication date: 1-Dec-2007

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Published In

cover image ACM SIGARCH Computer Architecture News
ACM SIGARCH Computer Architecture News  Volume 35, Issue 5
Special issue: ALPS '07---advanced low power systems
December 2007
73 pages
ISSN:0163-5964
DOI:10.1145/1360464
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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 December 2007
Published in SIGARCH Volume 35, Issue 5

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  • (2007)Future generation supercomputers IACM SIGARCH Computer Architecture News10.1145/1360464.136046635:5(49-60)Online publication date: 1-Dec-2007

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