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Figure 1 shows the overall utilities (i.e., social welfare) attained by a traditional Chord network, an adaptive Chord network that uses our utility optimization procedure, and an optimal Chord network in which peers have global knowledge of the overlay topology and know the identifiers of all malicious peers.
In this framework, both the network manager and mobile users learn to reach an equilibrium that optimizes the global network utility while ensuring individual utility optimization for mobile users.
Furthermore, we show that this equilibrium solves a concave net utility optimization problem, of which the classical one for wired networks is a special case.
The game-theoretic approach determines the transmission strategy using utility optimization according to the fluctuation of watermark states.
This paper presents an agent-based architecture that uses a utility optimization technique to guarantee that important vision tasks are fulfilled even under resource constraints.
The multiple context based mobile cloud service scheduling is formulated as a utility optimization problem, which is expressed as the summation of utilities of mobile cloud users.
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Subsequently, the adaptive utility-optimization process is described on the basis of a cloudified data-intensive application.
This assumption raises the need for a generic model enabling the specification of layer-specific parameters to be taken into account during the utility-optimization process.
We consider a general utility function optimization objective.
Profits have also been helped by moving into high-end services projects that tap I.B.M. expertise in research to apply computer science and advanced mathematics to fields like utility grid optimization and energy conservation, genetics-based personalized medicine, fraud detection and prediction, and traffic management using sensors and congestion-pricing models.
Gene expression systems inducible by 3-HP, if available, are of great utility for optimization of the pathways of 3-HP production and excretion.
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