Review

A Review of Workload Challenges in Fog Computing Environment

Volume: 7 Number: 1 June 30, 2023
EN

A Review of Workload Challenges in Fog Computing Environment

Abstract

Users nowadays in environments with Fog computing require applications that respond quickly to their requests for everything they want to access and work quickly and require to increase in the Quality of Service (QoS) metrics such as minimum energy consumption, bandwidth efficiency, and reduction latency in a Fog network, resulting in an improvement in the system's performance, that is done by getting to know the workload on the network and how to deal with it. In this paper, the various Fog computing workloads are described, along with where each one should be executed, in addition, discuss the load-balancing techniques and strategies count as a very important issue and one of the important challenges in the Fog computing environment, that play a significant role in resource management like resource provisioning, task offloading, resource scheduling, and resource allocation this will be done based on reviewing previous research and discussing the most important concepts in it.

Keywords

References

  1. Aazam, M., Zeadally, S., & Harras, K. A. (2018). Deploying Fog Computing in Industrial Internet of Things andIndustry 4.0. IEEE Transactions on Industrial Informatics, 14(10), 4674–4682.doi https://doi.org/10.1109/TII.2018.2855198.
  2. Adhianto, L., Banerjee, S., Fagan, M., Krentel, M., Marin, G., Mellor-Crummey, J., & Tallent, N. R. (2017). A survey on load balancing algorithms for virtual machines placement in cloud computing. Concurrency and Computation: Practice and Experience, 22(6), 685–701.doi https://doi.org/10.1002/cpe.4123.
  3. Alqahtani, F., & Amoon, M. (2021). Reliable scheduling and load balancing for requests in cloud-fog computing. Peer-to-Peer Networking and Applications, 14, No. 4. doi https://doi.org/10.1007/s12083-021-01125-2.
  4. Baek, J., Kaddoum, G., Garg, S., Kaur, K., & Gravel, V. (2019). Managing Fog Networks using Reinforcement Learning Based Load Balancing Algorithm. April, 15–18. https://ieeexplore.ieee.org/document/8885745
  5. Bigelow, S. J. (n.d.). Workload. Retrieved November 6, 2022, from https://www.techtarget.com/searchdatacenter/definition/workload
  6. Calzarossa, Maria Carla, Luisa Massari, D. T. (2016). Workload Characterization: A Survey Revisited. ACM Computing Surveys (CSUR)., Vol. 48, N(3), pp 1–43. https://doi.org/10.1145/2856127.
  7. Chiang, M., & Zhang, T. (2016). Fog and IoT: An Overview of Research Opportunities. IEEE Internet of Things Journal, 3(6), 854–864.doi https://doi.org/10.1109/JIOT.2016.2584538.
  8. Chowdhary, G., & Rathod, D. (2019). Load Balancing of Fog Computing Centers : Minimizing Response Time of High Priority Requests. Int. J. Innov. Technol. Explor. Eng., 8,(October), no. 11, pp. 2713–2716. doi https://doi.org/10.35940/ijitee.K2171.0981119.

Details

Primary Language

English

Subjects

Engineering

Journal Section

Review

Publication Date

June 30, 2023

Submission Date

March 29, 2023

Acceptance Date

April 26, 2023

Published in Issue

Year 2023 Volume: 7 Number: 1

APA
Nafea, O. A., & Khaleel, T. A. (2023). A Review of Workload Challenges in Fog Computing Environment. Journal of Turkish Operations Management, 7(1), 1564-1578. https://doi.org/10.56554/jtom.1273276
AMA
1.Nafea OA, Khaleel TA. A Review of Workload Challenges in Fog Computing Environment. JTOM. 2023;7(1):1564-1578. doi:10.56554/jtom.1273276
Chicago
Nafea, Omar Anwer, and Turkan Ahmed Khaleel. 2023. “A Review of Workload Challenges in Fog Computing Environment”. Journal of Turkish Operations Management 7 (1): 1564-78. https://doi.org/10.56554/jtom.1273276.
EndNote
Nafea OA, Khaleel TA (June 1, 2023) A Review of Workload Challenges in Fog Computing Environment. Journal of Turkish Operations Management 7 1 1564–1578.
IEEE
[1]O. A. Nafea and T. A. Khaleel, “A Review of Workload Challenges in Fog Computing Environment”, JTOM, vol. 7, no. 1, pp. 1564–1578, June 2023, doi: 10.56554/jtom.1273276.
ISNAD
Nafea, Omar Anwer - Khaleel, Turkan Ahmed. “A Review of Workload Challenges in Fog Computing Environment”. Journal of Turkish Operations Management 7/1 (June 1, 2023): 1564-1578. https://doi.org/10.56554/jtom.1273276.
JAMA
1.Nafea OA, Khaleel TA. A Review of Workload Challenges in Fog Computing Environment. JTOM. 2023;7:1564–1578.
MLA
Nafea, Omar Anwer, and Turkan Ahmed Khaleel. “A Review of Workload Challenges in Fog Computing Environment”. Journal of Turkish Operations Management, vol. 7, no. 1, June 2023, pp. 1564-78, doi:10.56554/jtom.1273276.
Vancouver
1.Omar Anwer Nafea, Turkan Ahmed Khaleel. A Review of Workload Challenges in Fog Computing Environment. JTOM. 2023 Jun. 1;7(1):1564-78. doi:10.56554/jtom.1273276