Priority-Based Service Provision Using Blockchain, Caching, Reputation and Duplication in Edge-Cloud Environments

被引:0
|
作者
Chanyour, Tarik [1 ]
El Kasmi Alaoui, Seddiq [1 ]
El Ghmary, Mohamed [2 ]
机构
[1] Hassan II Univ, Sci Fac Ain Chock, CSS Lab, Casablanca, Morocco
[2] Sidi Mohamed Ben Abdellah Univ, FSDM, Atlas Fez, Morocco
关键词
Multi-access Edge-cloud Computing; container base image chunks; replication; fragmentation; service provision; blockchain; Markov approximation; RESOURCE-ALLOCATION; NETWORK;
D O I
10.14569/IJACSA.2024.01508121
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The integration of Multi-access Edge Computing (MEC) and Dense Small Cell (DSC) infrastructures within 5G and beyond networks marks a substantial leap forward in communication technologies. This convergence is critical for meeting the stringent low latency demands of services delivered to Smart Devices (SDs) through lightweight containers. This paper introduces a novel split-duplicate-cache technique seamlessly embedded within a secure blockchain-based edge-cloud architecture. Our primary objective is to significantly shorten the service initiation durations in high density conditions of SDs and ENs. This is executed by meticulously gathering, verifying, and combining the most optimal chunk candidates. Concurrently, we ensure that resource allocation for services within targeted ENs is meticulously evaluated for every service request. The system challenges and decisions are modeled then represented as a mixed-integer nonlinear optimization problem. To tackle this intricate problem, three solutions are developed and evaluated: the Brute-Force Search Algorithm (BFS-CDCA) for small-scale environments, the Simulated Annealing-Based Heuristic (SACDCA) and the Markov Approximation-Based Solution (MACDCA) for complex, high-dimensional environments. A comparative analysis of these methods is conducted in terms of solution quality, computational efficiency, and scalability to assess their performance and identify the most suitable approach for different problem instances.
引用
收藏
页码:1243 / 1257
页数:15
相关论文
共 50 条
  • [41] Priority-Based Service-Differentiation Scheme for IEEE 802.15.4 Sensor Networks in Nonsaturation Environments
    Kim, Meejoung
    Kang, Chul-Hee
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2010, 59 (07) : 3524 - 3535
  • [42] A Hybrid Edge-Cloud System for Networking Service Components Optimization Using the Internet of Things
    Pal, Souvik
    Jhanjhi, N. Z.
    Abdulbaqi, Azmi Shawkat
    Akila, D.
    Almazroi, Abdulaleem Ali
    Alsubaei, Faisal S.
    ELECTRONICS, 2023, 12 (03)
  • [43] Priority-based two-phase method for hierarchical service composition allocation in cloud manufacturing
    Tang, Chunhua
    Goh, Mark
    Zhao, Shuangyao
    Zhang, Qiang
    COMPUTERS & INDUSTRIAL ENGINEERING, 2024, 196
  • [44] Streaming service provisioning in IoT-based healthcare: An integrated edge-cloud perspective
    Ray, Partha Pratim
    Dash, Dinesh
    Moustafa, Nour
    TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES, 2020, 31 (11):
  • [45] A blockchain-based access control protocol for secure resource sharing with mobile edge-cloud collaboration
    Sun H.
    Tan Y.-A.
    Zhu L.
    Zhang Q.
    Ai S.
    Zheng J.
    Journal of Ambient Intelligence and Humanized Computing, 2023, 14 (10) : 13661 - 13672
  • [46] Scientific Workflows in IoT Environments: A Data Placement Strategy Based on Heterogeneous Edge-Cloud Computing
    Du, Xin
    Tang, Songtao
    Lu, Zhihui
    Gai, Keke
    Wu, Jie
    Hung, Patrick C. K.
    ACM TRANSACTIONS ON MANAGEMENT INFORMATION SYSTEMS, 2022, 13 (04)
  • [47] A balanced and reliable data replica placement scheme based on reinforcement learning in edge-cloud environments
    Zheng, Mengke
    Du, Xin
    Lu, Zhihui
    Duan, Qiang
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2024, 155 : 132 - 145
  • [48] Service selection based on blockchain smart contracts in cloud-edge environment
    Ning, Yingying
    Li, Jing
    Zhu, Ming
    Liu, Chuanxi
    CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2024, 27 (10): : 13693 - 13715
  • [49] Service Provisioning Based on Edge-Cloud Collaboration: A Two-Timescale Online Scheduling Algorithm
    Qi, Yuxiao
    Pan, Li
    Liu, Shijun
    IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (19): : 31999 - 32011
  • [50] Multi-Party Videoconferencing Service over Edge-Cloud Based Access Network Infrastructure
    Kirmizioglu, R. Arda
    Tekalp, A. Murat
    Gorkemli, Burak
    2020 28TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2020,