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عنوان فارسی مقاله:
طرح تخصیص منابع مبتنی بر ارزش شپلی مجانبی برای خدمات اینترنت اشیا
عنوان انگلیسی مقاله:
Asymptotic shapley value based resource allocation scheme for IoT services
سال انتشار : 2016
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مقدمه انگلیسی مقاله:
1. Introduction
We are presently standing on the brink of a new era with real ubiquitous computing and communication, in which society is moving towards an ‘always connected’ paradigm. Under the influence of new technologies and concepts, network coverage is expanding, and the number of smart objects that can be connected to a network is increasing. This pervasive paradigm, known as the Internet of Things (IoT), may increase the value of information generated by large number of interconnections between human beings and smart objects. Therefore, IoT should address many challenges that individuals face in their everyday life by allowing humans and things to be connected with either anyone or anything, in any place, at any time [1]. The new generation of IoT promises a higher Quality of Service (QoS) for a larger number of applications. However, wireless bandwidth is the most precious and scarce resource of the entire IoT system. In addition, there has been an increase in the demand for multimedia services, including different classes of service with widely different traffic characteristics; the QoS expected from these services also differs widely. Because of the highly unpredictable bandwidth requirements, it is very difficult to effectively allocate the bandwidth resource to multimedia connections [2,3]. Recent research has addressed the problem of designing bandwidth allocation methods using game theory. Game theory is the formal study of conflict and cooperation, and can be used to model a multiplayer decision-making process and to analyze the manner in which players interact with each other during this process. Therefore, the concepts of game theory provide a language in which to formulate, structure, analyze, and understand strategic scenarios. Currently, game theory applies to a wide range of behavioral relations, and has developed into an umbrella term for the logical side of decision science, encompassing both humans and non-humans such as smart objects, computers, and network devices [4].
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کلمات کلیدی:
A statistical based resource allocation scheme in cloud - IEEE Xplore ... ieeexplore.ieee.org/document/6138531/ by Z Zhang - 2011 - Cited by 23 - Related articles A statistical based resource allocation scheme in cloud ... run time, it becomes a challenging problem to allocate data center resources to each VM to balance ... Unlike the methods that balance load based on SLA (Service Level Agreement) of ... QoS-based resource allocation scheme for Device-to-Device (D2D ... ieeexplore.ieee.org/document/6221213 by X Zhu - 2012 - Cited by 27 - Related articles A QoS-based resource allocation scheme for D2D users in the context of an ... resource reuse technique, and it is basically developed for lots of local services. A Fair QoS-Based Resource Allocation Scheme for a Time-Slotted ... ieeexplore.ieee.org/document/4785409/ by E Inaty - 2009 - Cited by 1 - Related articles In this paper, we develop a fair resource allocation scheme for a multiclass ... optical overlapped code-division multiple-access quality of service (QoS) requirements. ... It consists of simply finding a single control parameter based on which the ... News-vendor game-based resource allocation scheme for next ... jwcn.eurasipjournals.springeropen.com/articles/10.1186/s13638-016-0663-8 by S Kim - 2016 - Related articles Jul 4, 2016 - To design a resource allocation algorithm in C-RAN systems, it is ... The JCCN scheme formulated the problems of cloud media service price ... A statistical based resource allocation scheme in cloud - ResearchGate https://www.researchgate.net/.../254048280_A_statistical_based_resource_allocation_sch... A statistical based resource allocation scheme in cloud on ResearchGate, the ... at run time, it becomes a challenging problem to allocate data center resources to each VM ... Unlike the methods that balance load based on SLA (Service Level ... [PDF]Internet of Things, LTE, D2D Communication, Resource Allocation ... www.sapub.org/global/showpaperpdf.aspx?doi=10.5923/j.jwnc.20160601.01 In this context, a quality of service (QoS) based resource allocation scheme for IoTDs is proposed for enabling IoT services underlaying LTE networks.
