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Greedy Heuristics for Resource Allocation in Dynamic Distributed Real-Time Heterogeneous Computing Systems  (Make Corrections)  (5 citations)
Shoukat Ali, Jong-Kook Kim, Howard Jay Siegel, Anthony A. Maciejewski, Yang Yu, Shriram B. Gundala, Sethavidth Gertphol, Viktor
The 2002 International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA 2002), Vol. II



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Abstract: Recently, with the widespread use of increasingly powerful commercial o#-the-shelf (COTS) products, some real-time distributed system designers have started a shift from custom-made systems to COTS-based systems to get lower costs and more flexible systems. This research investigates the problem of allocating real-time applications to a set of COTS heterogeneous machines connected together by a COTS high-speed network. For the intended distributed real-time system, the work presented in this... (Update)

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...of service (QoS) attributes against unforeseen increases in the system load. The HiPer D system model used here was developed in [1], and is summarized here for reference. The system consists of heterogeneous sets of sensors, applications, machines, and actuators. Each...

.... development of heuristic techniques to find near optimal mappings is an active area of research, e.g. [AlK02, BaV01, BrS01a, BrS01b, Esh96, FoK99, GeY02, MaA99, MiF00, WuS00]. MSHN (Management System for Heterogeneous Networks) is a collaborative research e#ort among Colorado...

Cited by:   More
Optimization of Task Allocation in a Cluster-Based.. - Younis, Akkaya.. (2003)   (Correct)
Measuring the Robustness of a Resource Allocation - Ali, Maciejewski, Siegel, Kim (2004)   (Correct)
Utilization-Based Techniques for Statically.. - Ali, Kim, Yu..   (Correct)

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4.0:   Greedy Heuristics for Resource Allocation in.. - Ali, Kim+..   (Correct)
3.5:   Utilization-Based Heuristics for Statically.. - Ali, Kim, Yu.. (2002)   (Correct)
0.7:   Static Mapping Heuristics for Tasks with - Dependencies Priorities Deadlines   (Correct)

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0.7:   An Integer Programming Approach for Static Mapping of.. - Heterogeneous Real-Time ..   (Correct)
0.5:   Definition of a Robustness Metric for Resource Allocation - Ali, Maciejewski, Siegel.. (2003)   (Correct)

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4:   Representing task and machine heterogeneities for heterogeneous computing system.. (context) - Ali, Siegel et al. - 2000
4:   High Performance Distributed Computing Program (HiPerD) ---Engineering Testbed O.. (context) - Harrison, Zitzman et al. - 1995
4:   Dynamic Mapping of a Class of Independent Tasks onto Heterogeneous Computing Sys.. - Maheswaran, Ali et al. - 1999

BibTeX entry:   (Update)

S. Ali, J.-K. Kim, Y. Yu, S. B. Gundala, S. Gertphol, H. J. Siegel, A. A. Maciejewski, and V. Prasanna, "Greedy heuristics for resource allocation in dynamic distributed real-time heterogeneous computing systems," The http://citeseer.ist.psu.edu/544481.html   More

@inproceedings{ alk02,
AUTHOR="S. Ali and J-K. Kim and Y. Yu and S. B. Gundala and S. Gertphol and
H. J. Siegel and A. A. Maciejewski and V. Prasanna",
TITLE="Greedy Heuristics for Resource Allocation in Dynamic Distributed Real-Time Heterogeneous
Computing Systems",
BOOKTITLE="The 2002 International Conference on Parallel and Distributed Processing
Techniques and Applications (PDPTA 2002), Vol. II",
YEAR=2002,
MONTH="June",
PAGES="519-530",
url = "citeseer.ist.psu.edu/544481.html" }
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Documents on the same site (http://expert.ics.purdue.edu/~alis/):   More
Dynamic Mapping of a Class of Independent Tasks onto.. - Maheswaran (1999)   (Correct)
Techniques for Mapping Tasks to Machines in Heterogeneous - Howard   (Correct)
Definition of a Robustness Metric for Resource Allocation - Ali, Maciejewski, Siegel.. (2003)   (Correct)

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