A research on resource allocation algorithms in content of edge, fog and cloud
Yükleniyor...
Dosyalar
Tarih
2022
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Elsevier Ltd
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
The importance of the big data concept, which emerged with the developments in the Internet of Things (IoT) field and the increase in the number of devices connected to the Internet, is increasing day by day. To achieve the expected improvement in speed, bandwidth, and delay with the new generation cellular technology (5G), the necessary software and hardware studies in this area gain importance. With the new generation of network technology, the number of sensors used in mission-critical and delay-sensitive systems is also increasing. Fog and edge computing technologies can offer effective solutions in solving the problems (latency, bandwidth, energy consumption) brought about by this increase. These technologies, developed for the analysis, storage, rationalization, and calculation of big data, address the distributed network structure rather than the centralized network structure. In addition, thanks to its proximity to the point where the data is generated, it is seen that it produces important solutions for delay, energy-saving, and effective use of bandwidth. Working between IoT and Cloud (big data storage and processing centers like Hadoop, Spark, Flink, etc.), effective resource allocation (RA) is an important problem for this systems to produce effective solutions in real-time data processing and response. In this study, optimization algorithms developed for RA are mentioned. Advantages and disadvantages are expressed through analyzing the studies examined, the purpose of use, calculation tool, the method, and comparison criteria. © 2022
Açıklama
Anahtar Kelimeler
Cloud computing, Edge computing, Fog computing, Internet of Things, Resource allocation, 5G mobile communication systems, Bandwidth, Big data, Data handling, Delay-sensitive applications, Digital storage, Edge computing, Energy conservation, Energy utilization, Fog, Internet of things, Resource allocation, Cellular technologies, Cloud-computing, Edge computing, Effective solution, Expected improvements, Mission critical, Network technologies, Resource allocation algorithms, Resources allocation, Software and hardwares, Fog computing
Kaynak
Materials Today: Proceedings
WoS Q Değeri
Scopus Q Değeri
Q2
