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Abstract: this paper we show that different load balancing schemes are best for different applications under varying program and system parameters. Therefore, application-driven customized dynamic load balancing becomes essential for good performance. We present a hybrid compile-time and run-time modeling and decision process which selects (customizes) the best scheme, along with automatic generation of parallel code with calls to a run-time library for load balancing. 1997 Academic Press 1. (Update)
Context of citations to this paper: More
.... use these models to determine a schedule for all data transfers [SC00] similar to classical scheduling [Adve93, Cole89, Crovella99, ML90, CQ93, Schopf97, TB86, ZLP96]. In practice, however, since system components are shared their behavior can vary in unpredictable ways...
.... add additional computational overhead, and may introduce additional communication time which cannot be e#ectively overlapped with computations[7]. In order to help us evaluate the performance of di#erent load balancing strategies, we define the metric of resource e#ciency RE...
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BibTeX entry: (Update)
M. J. Zaki, W. Li and S. Parthasarathy, Customized dynamic load balancing for a network of workstations, Proc. 5th IEEE Int. Symp. HPDC, (1996), pp. 282-291. http://citeseer.ist.psu.edu/zaki97customized.html More
@article{ zaki97customized,
author = "Mohammed Javeed Zaki and Wei Li and Srinivasan Parthasarathy",
title = "Customized Dynamic Load Balancing for a Network of Workstations",
journal = "Journal of Parallel and Distributed Computing",
volume = "43",
number = "2",
pages = "156--162",
year = "1997",
url = "citeseer.ist.psu.edu/zaki97customized.html" }
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121 Using processor affinity in loop scheduling on shared-memory.. - Markatos, LeBlanc - 1994
107 The gradient model load balancing method (context) - Lin, Keller - 1987
70 Metasystems: An approach combining parallel processing and h.. - Grimshaw - 1994
69 Access normalization: Loop restructuring for NUMA compilers - Li, Pingali - 1993
59 Data-parallel programming on a network of heterogeneous work.. (context) - Nedeljkovic, Quinn - 1992
51 PVM user guide and reference manual (context) - Geist - 1993
49 Dome: Parallel programming in a heterogeneous multiuser envi.. (context) - Arabe - 1995
44 High performance computing on a cluster of workstations (context) - Cheung, Reeves - 1992
43 Scheduling large-scale parallel computations on network of w.. - Blumofe, Park - 1994
27 Automatic generation of parallel programs with dynamic load .. - Siegell - 1995
26 Parallel Programming and Compilers (context) - Polychronopoulos - 1988
15 An effective and practical performance prediction model for .. - Yan, Zhang et al. - 1996
11 Parallel computations on the charm heterogeneous workstation.. (context) - Saletore, Jacob et al. - 1994
11 A general architecture for load balancing in a distributed-m.. - Nishikawa, Steenkiste - 1993
9 Performance impact of processor and memory heterogeneity in .. - Zaki, Li et al. - 1995
3 Perfect Benchmarks Doc (context) - Kipp - 1993
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