基于MAS和CP系统验证分配过程的形式化方法

Soltane Merzoug, Souraya Hamida, O. Kazar
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引用次数: 0

摘要

云计算是一种模型,它支持对共享计算资源池的按需网络访问,这些资源可以以最小的工作量动态分配和释放。然而,在高度动态的环境中,要为越来越多的不同用户需求分配各种资源,这项任务可能会很复杂。在这项工作中,我们提出了基于多智能体和约束规划(CP)的云架构,该系统展示了新的资源分配策略,并具有资源的智能管理。我们的方法通过正式的方法来验证,以解决动态资源分配问题。此外,我们还通过仿真验证了我们提出的云架构。结果表明,该算法在满足用户QoS要求的同时,能够合理分配资源,降低能耗。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Formal approach to validated allocation process based on MAS and CP system
Cloud Computing is a model for enabling on-demand network access to a shared pool of computing resources that can be dynamically allocated and released with minimal effort. However, this task can be complex in highly dynamic environments with various resources to allocate for an increasing number of different users requirements. In this work, we propose Cloud architecture based on a multi-agent and constraint programming (CP), system exhibiting new strategy of allocation resources, with intelligent management of resources. Our approach verified by formal approach to address the dynamic resource allocation. In addition, we validate our proposed Cloud architecture by simulation. Results show that it can properly allocate resources to reduce energy consumption, while satisfying the users demanded QoS.
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