Resource allocation mechanisms and approaches on the Internet of Things

被引：0
作者：
Zahra Ghanbari
Nima Jafari Navimipour
Mehdi Hosseinzadeh
Aso Darwesh
机构：
[1] Sabzevar Branch,Department of Computer Engineering
[2] Tabriz Branch,Department of Computer Engineering
[3] Islamic Azad University,Department of Computer Engineering, Science and Research Branch
[4] University of Human Development,Information Technology Department
来源：
Cluster Computing | 2019年 / 22卷
关键词：
Energy; Internet of Things; IoT; Load balancing; Power; QoS; Resource allocation;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Internet of Things (IoT) as a novel paradigm is an environment with a vast number of connected things and applications. The IoT devices are used to generate data, which transforms into useable information and provides applied resources to end-users and this process is the main goal of IoT. Therefore, one of the important subjects in the IoT is resource allocation which aims is load balancing and minimizing operational cost, and power consuming. In addition, the resources should be allocated in such a way to be a balanced efficiency that can increase the system performance, Quality of Service (QoS) and Service Level Agreement (SLA). Although the resource allocation is very important in the IoT, there is no systematic review in this field. Therefore, in this paper, a Systematic Literature Review (SLR) is provided and the resources allocation methods in the IoT and used algorithms are investigated. Different classification, including cost-aware, context-aware, efficiency-aware, load-balancing-aware, power-aware, QoS-aware, SLA-based and utilization-aware resource allocation mechanisms are organized to investigate the resource allocation techniques. We present several parameters and describe them in each category. In addition, the used parameters in different articles are evaluated and the major developments in each category are surveyed and are outlined the new challenges. Furthermore, an SLR is provided in each of these eight categories. In this paper, a structure of different technical keys in the scope of resource allocation in the IoT and its platforms are presented and the important areas for improving the resource allocation methods in the future is highlighted and the open issues about resource allocation in IoT to achieve a better utilization of this technology are focused. The future direction is useful for academic researchers that work on IoT. This study shows that an independent technique does not exist to address all issues and challenges in resource allocation for IoT.
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页码：1253 / 1282
页数：29
相关论文
共 228 条
  • [1] Yang L(2013)How the Internet of Things technology enhances emergency response operations Technol. Forecast. Soc. Change 80 1854-1867
  • [2] Yang S-H(2015)Internet of Things: a survey on enabling technologies, protocols, and applications IEEE Commun. Surv. Tutor. 17 2347-2376
  • [3] Plotnick L(2017)Data aggregation mechanisms in the internet of Things: a systematic review of the literature and recommendations for future research J. Netw. Comput. Appl. 97 23-34
  • [4] Al-Fuqaha A(2014)A survey on trust management for Internet of Things J. Netw. Comput. Appl. 42 120-134
  • [5] Guizani M(2017)Internet of Things security: a survey J. Netw. Comput. Appl. 88 10-28
  • [6] Mohammadi M(2015)The internet of Things (IoT): applications, investments, and challenges for enterprises Bus. Horiz. 58 431-440
  • [7] Aledhari M(2016)Allocation of heterogeneous resources of an IoT device to flexible services IEEE Internet Things J. 3 691-700
  • [8] Ayyash M(2016)Allocation of heterogeneous resources of an IoT device to flexible services IEEE Internet Things J. 3 69-700
  • [9] Pourghebleh B(2016)Integration of cloud computing and the internet of things: a survey Future Gener. Comput. Syst. 56 684-700
  • [10] Navimipour NJ(2017)Fog of everything: energy-efficient networked computing architectures, research challenges, and a case study IEEE Access 5 9882-9910
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