scholarly journals Differential Resource Consumption Obviates a Potential Flight-Fecundity Trade-Off in the Sand Cricket (Gryllus firmus)

1994 ◽  
Vol 8 (5) ◽  
pp. 573 ◽  
Author(s):  
S. Mole ◽  
A. J. Zera
Keyword(s):  
Resource Consumption ◽  
Trade Off ◽  
Gryllus Firmus

Resource consumption trade-off for reducing hotspot migration in modern data centres

2021 ◽  
Vol 12 (3) ◽  
pp. 332
Author(s):  
Walid Louhichi ◽  
Narjes Ben Rajeb ◽  
Mouhebeddine Berrima
Keyword(s):  
Resource Consumption ◽  
Trade Off ◽  
Data Centres

Resource consumption trade-off for reducing hotspot migration in modern data centres

2021 ◽  
Vol 12 (3) ◽  
pp. 332
Author(s):  
Mouhebeddine Berrima ◽  
Walid Louhichi ◽  
Narjes Ben Rajeb
Keyword(s):  
Resource Consumption ◽  
Trade Off ◽  
Data Centres

REAL TIME INFERENCE IN BAYESIAN NETWORKS: AN ANYTIME APPROACH

2005 ◽  
Vol 14 (03) ◽  
pp. 477-489
Author(s):  
LAILA KHREISAT
Keyword(s):  
Bayesian Networks ◽  
Real Time ◽  
Computation Time ◽  
Resource Consumption ◽  
Inference Algorithm ◽  
Trade Off ◽  
Inference Algorithms ◽  
Output Quality ◽  
Probabilistic Inequalities ◽  
Limiting Case

One of the major challenges facing real time world applications that employ Bayesian networks, is the design and development of efficient inference algorithms. In this paper we present an approximate real time inference algorithm for Bayesian Networks. The algorithm is an anytime reasoning method based on probabilistic inequalities, capable of handling fully and partially quantified Bayesian networks. In our method the accuracy of the results improve gradually as computation time increases, providing a trade-off between resource consumption and output quality. The method is tractable in providing the initial answers, as well as complete in the limiting case.

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