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Data Caching in Edge Computing: A Survey

  • Meliha Çağla Kara*
  • , Mohamed Elamine Benlakehal
  • , Ibraheem Shayea
  • , Akhmet Tussupov
  • , Leila Rzayeva
  • *Bu çalışma için yazışmadan sorumlu yazar
  • Istanbul Technical University
  • M'Hamed Bougara University of Boumerdes
  • Astana IT University

Araştırma çıktısı: Kitap/Rapor/Konferans Bildirisinde BölümKonferans katkısıHakem

8 Atıf (Scopus)

Özet

As the Internet of Things (IoT) generates ever-increasing data streams, traditional cloud-centric architectures face crippling challenges in network latency, bandwidth consumption, and resource constraints. This paper explores how data caching in edge computing environments emerges as a potent solution, significantly impacting latency reduction, network efficiency, and overall system performance. We comprehensively review the landscape of edge IoT and data caching, analyze caching benefits and complexities, and delve into architectural integration, caching strategies, and algorithms tailored to address specific IoT challenges. Through case studies in chosen application domains, we quantify the performance improvements enabled by effective caching and pave the way for future research exploring novel caching methodologies and optimization techniques in the dynamic world of edge IoT.

Orijinal dilİngilizce
Ana bilgisayar yayını başlığıSIST 2024 - 2024 IEEE 4th International Conference on Smart Information Systems and Technologies, Proceedings
YayınlayanInstitute of Electrical and Electronics Engineers Inc.
Sayfalar433-439
Sayfa sayısı7
ISBN (Elektronik)9798350374865
DOI'lar
Yayın durumuYayınlandı - 2024
Etkinlik4th IEEE International Conference on Smart Information Systems and Technologies, SIST 2024 - Astana, Kazakhstan
Süre: 15 May 202417 May 2024

Yayın serisi

AdıSIST 2024 - 2024 IEEE 4th International Conference on Smart Information Systems and Technologies, Proceedings

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???event.eventtypes.event.conference???4th IEEE International Conference on Smart Information Systems and Technologies, SIST 2024
Ülke/BölgeKazakhstan
ŞehirAstana
Periyot15/05/2417/05/24

Bibliyografik not

Publisher Copyright:
© 2024 IEEE.

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