Deterministic load balancing in computer networks

The paper presents theoretical analysis of the deterministic complexity of the load balancing problem (LBP). Because of difficulty of the general problem, research in the area mostly restricts itself to probabilistic or approximation algorithms, or to the average behavior of a network. The paper pro...

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Published in:Parallel and Distributed Processing, 2nd IEEE Symposium On pp. 50 - 57
Main Authors: Xiaotie Deng, Hai-Ning Liu, Bing Xiao
Format: Conference Proceeding
Language:English
Published: IEEE Comput. Soc. Press 1990
Subjects:
ISBN:0818620870, 9780818620874
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Abstract The paper presents theoretical analysis of the deterministic complexity of the load balancing problem (LBP). Because of difficulty of the general problem, research in the area mostly restricts itself to probabilistic or approximation algorithms, or to the average behavior of a network. The paper provides deterministic analysis of the problem for general networks. It focuses on the worst-case complexity analysis of the problem. It shows certain cases of the LBP to be NP-complete. The paper also discusses situations closely related to computer networks, where there is a global view of load distribution in the network; it provides a polynomial algorithm for solving the load balancing problem in this network.< >
AbstractList The paper presents theoretical analysis of the deterministic complexity of the load balancing problem (LBP). Because of difficulty of the general problem, research in the area mostly restricts itself to probabilistic or approximation algorithms, or to the average behavior of a network. The paper provides deterministic analysis of the problem for general networks. It focuses on the worst-case complexity analysis of the problem. It shows certain cases of the LBP to be NP-complete. The paper also discusses situations closely related to computer networks, where there is a global view of load distribution in the network; it provides a polynomial algorithm for solving the load balancing problem in this network.< >
Author Xiaotie Deng
Bing Xiao
Hai-Ning Liu
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Snippet The paper presents theoretical analysis of the deterministic complexity of the load balancing problem (LBP). Because of difficulty of the general problem,...
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StartPage 50
SubjectTerms Centralized control
Computer networks
Computer science
Decision making
Distributed computing
Distributed databases
Intelligent networks
Load management
Network topology
Polynomials
Title Deterministic load balancing in computer networks
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