NDLI: Bandwidth-aware resource allocation for heterogeneous computing systems to maximize throughput

Content Provider	IEEE Xplore Digital Library
Author	Hong, B. Prasanna, V.K.
Copyright Year	2003
Description	Author affiliation: Dept. of Electr. Eng., Univ. of Southern California, Los Angeles, CA (Hong, B.; Prasanna, V.K.)
Abstract	We consider the resource allocation problem for computing a large set of equal-sized independent tasks on heterogeneous computing systems. This problem represents the computation paradigm for a wide range of applications such as SETI@home and Monte Carlo simulations. We consider a general problem in which the interconnection between the nodes is modeled using a graph. We maximize the throughput of the system by using a linear programming formulation. This linear programming formulation is further transformed to an extended network flow representation, which can be solved efficiently using maximum flow/minimum cut algorithms. This leads to a simple distributed protocol for the problem. The effectiveness of the proposed resource allocation approach is verified through simulations
Sponsorship	Int. Assoc. Comput. & Communications (IACC) Ohio State Univ. USA Nat. Center for High-Performance Comput. Taiwan Nat. Sun Yat-Sen Univ. Taiwan Nat. Cheng Kung Univ, Taiwan
Starting Page	539
Ending Page	546
File Size	400735
Page Count	8
File Format	PDF
ISBN	0769520170
ISSN	01903918
DOI	10.1109/ICPP.2003.1240621
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2003-10-06
Publisher Place	Taiwan
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Resource management Throughput Linear programming Computer networks Computational modeling Distributed computing Protocols Internet Cryptography Network topology
Content Type	Text
Resource Type	Article

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