A survey on computation offloading and service placement in fog computing-based IoT

Gasmi K., DİLEK S., TOSUN S., Ozdemir S.

JOURNAL OF SUPERCOMPUTING, cilt.78, sa.2, ss.1983-2014, 2022 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 78 Sayı: 2
  • Basım Tarihi: 2022
  • Doi Numarası: 10.1007/s11227-021-03941-y
  • Dergi Adı: JOURNAL OF SUPERCOMPUTING
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus, Academic Search Premier, Applied Science & Technology Source, Compendex, Computer & Applied Sciences, INSPEC, zbMATH
  • Sayfa Sayıları: ss.1983-2014
  • Anahtar Kelimeler: Fog computing, Computation offloading, Internet of Things (IoT), Service placement, Optimization algorithms, CLOUD, ENERGY, TECHNOLOGIES, OPTIMIZATION, INTELLIGENCE, SYSTEMS
  • Hacettepe Üniversitesi Adresli: Evet

Özet

In recent years, fog computing has emerged as a computing paradigm to support the computationally intensive and latency-critical applications for resource limited Internet of Things (IoT) devices. The main feature of fog computing is to push computation, networking, and storage facilities closer to the network edge. This enables IoT user equipment (UE) to profit from the fog computing paradigm by mainly offloading their intensive computation tasks to fog resources. Thus, computation offloading and service placement mechanisms can overcome the resource constraints of IoT devices, and improve the system performance in terms of increasing battery lifetime of UE and reducing the total delay. In this paper, we survey the current research conducted on computation offloading and service placement in fog computing-based IoT in a comparative manner.