A Distributed Microservice-Aware Paradigm for 6G: Challenges, Principles, and Research Opportunities

Yaru Fu, Yue Shan, Qi Zhu, Kevin Hung, Yuan Wu, Tony Q.S. Quek

研究成果: Article同行評審

摘要

Owing to the increasing popularity of online social media, Web 3.0, and Metaverse, mobile users can access intelligent and self-sustained services more conveniently than before. However, the enormous computation burden and data flow associated with these services pose tremendous challenges for future 6G networks that strive to enable diversified applications with varying user requirements. To address these grave challenges, wireless edge caching and computing are widely acknowledged as the two most successful enablers. Meanwhile, the trend of composing large services/applications as a suite of small and independent microservices (MSs) is leading to the cases where functional units can be distributed over edges, accelerating the transition of telecom architecture towards distributed MS-based paradigm. This article conceives an overarching perspective towards such distributed MSaware cellular networks (DMCNs), which embrace the conventional service caching (and computing) system as a special case. The studies are expanded based on two aspects. One is the fundamental analysis of network architecture and the other is the leading design principles, including the user's behavior modeling, MS placement, MS migration, and the joint consideration. These key issues are compelling problems in practices, yet have been largely ignored by existing works. Several potential solutions to the aforementioned issues are presented, and by addressing the challenges and exploring the potential enablers, we can pave the way for the successful implementation and adoption of DMCNs in the future. The article also includes a pair of case studies to validate the effectiveness of the developed framework. Finally, research opportunities and future trends are discussed.

原文English
頁(從 - 到)163-170
頁數8
期刊IEEE Network
38
發行號3
DOIs
出版狀態Published - 2024 5月 1

All Science Journal Classification (ASJC) codes

  • 軟體
  • 資訊系統
  • 硬體和架構
  • 電腦網路與通信

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