Sentence examples for approaches for resource from inspiring English sources
In this paper, we investigate adaptive model-free approaches for resource allocation and energy management under time-varying workloads and heterogeneous multi-tier applications.
The aim of policy-based approaches for resource management (such as within IEEE 1900.4 [8]) is to decouple the policy derivation and evaluation process from the policy enforcement point.
The related work is divided into three parts: different approaches for the self-organized resource management [6-10], the game-theoretic approaches for resource management [11-13] [11-13]e energy-efficient resource mandgementheor two-tier femtocell networks [14,15].
Within the country, hopes have been high that the introduction of PES as a market-based mechanism can provide a more viable and effective alternative to conventional command-and-control approaches for resource governance and sustainable development.
Section 4 presents our hierarchical approach for resource allocation.
CloudExp is extended to support the multi-agent approach for resource management.
The authors in [21] propose a heuristic approach for resource management in femtocell networks.
The authors in [8] propose a heuretic approach for resource allocation and power control for femtocell networks.
The other important contribution of this article is the decentralized approach for resource allocation based on game theory, in the case where the interference is dynamically varying.
They describe a distributed independent reinforcement learning (DIRL) approach for resource management, which forms an important component of any application including initial sensor selection and task allocation as well as run-time adaptation of allocated resources to tasks.
The conventional and the proposed game theoretical approach for resource allocation in decentralized spectrum sharing systems are presented in Section 4. In Section 5, numerical simulations are used to illustrate the benefits of the considered resource allocation methods.
