arXiv:2502.01137cs.DCcs.AI2025-02被引 5

提出自组织交互空间框架,让移动设备自主协作减少对云端依赖。

Self-Organizing Interaction Spaces: A Framework for Engineering Pervasive Applications in Mobile and Distributed Environments

  • 利用设备位置与直接通信能力,动态构建自适应组织结构。
  • 在模拟众包感知应用中,降低延迟并提升系统效率。
  • 适合研究边缘计算、移动协同系统的开发者与研究人员。

移动与普适计算的快速发展导致网络边缘的数据生产与消费速度空前提升。这些应用常需数据交换、行为协调与协作,传统上依赖云服务器中介。尽管云计算在分布式系统中有效,但延迟、成本和间歇性连接问题依然存在。5G技术带来的位置感知与设备直通(D2D)通信能力,为更分布化和自适应的架构提供了可能。本文提出自组织交互空间(SOIS)框架,用于工程化普适应用。该框架利用移动节点的动态与异构特性,使其根据个体与社交上下文形成自适应的组织结构。提供两种关键抽象:基于组织视角建模与编程的能力,以及动态组织结构的自适应机制。通过一个模拟的移动众包感知应用案例与性能评估,验证了SOIS的可行性与优势。结果表明其能显著提升效率并降低对传统云模型的依赖,为移动与分布式环境中的创新解决方案开辟新路径。

原文摘要 · Abstract (English)

The rapid adoption of pervasive and mobile computing has led to an unprecedented rate of data production and consumption by mobile applications at the network edge. These applications often require interactions such as data exchange, behavior coordination, and collaboration, which are typically mediated by cloud servers. While cloud computing has been effective for distributed systems, challenges like latency, cost, and intermittent connectivity persist. With the advent of 5G technology, features like location-awareness and device-to-device (D2D) communication enable a more distributed and adaptive architecture. This paper introduces Self-Organizing Interaction Spaces (SOIS), a novel framework for engineering pervasive applications. SOIS leverages the dynamic and heterogeneous nature of mobile nodes, allowing them to form adaptive organizational structures based on their individual and social contexts. The framework provides two key abstractions for modeling and programming pervasive applications using an organizational mindset and mechanisms for adapting dynamic organizational structures. Case examples and performance evaluations of a simulated mobile crowd-sensing application demonstrate the feasibility and benefits of SOIS. Results highlight its potential to enhance efficiency and reduce reliance on traditional cloud models, paving the way for innovative solutions in mobile and distributed environments.

边缘计算自组织移动协同

Thank you to arXiv for use of its open access interoperability. PaperDance 不是 arXiv 官方产品;中文卡片由大模型生成,请以原文为准。