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  1. An Overview on Edge Computing Research - IEEE Xplore

    May 1, 2020 · First, it summarizes the concept of edge computing and compares it with cloud computing. Then summarize the architecture of edge computing, keyword technology, security …

  2. Challenges and Opportunities in Edge Computing | SpringerLink

    Nov 2, 2018 · In this chapter, we will summarize the challenges in Edge Computing and bring forward some potential solutions and opportunities worth further research, including …

  3. A Comprehensive Review on Edge Computing, Applications

    Jun 25, 2023 · 4.3 Data Abstraction. The edge operating system can host a wide variety of data consumers and service providers that exchange information via the service management …

  4. (PDF) Real-Time Data Processing in Edge Computing

    Oct 13, 2023 · Findings emphasize the crucial role of edge computing in reducing data processing latency, conserving network bandwidth, and enhancing scalability, particularly in applications …

  5. Taxonomy of Edge Computing: Challenges, Opportunities, and Data

    Nov 10, 2018 · Edge computing has also inherited some of the challenges of cloud computing, including data abstraction, naming, and programmability. This chapter presents a detailed …

  6. Edge Computing [Scanning the Issue] - IEEE Xplore

    Aug 6, 2019 · Edge Computing [Scanning the Issue] Abstract: In recent years, with the proliferation of the Internet of Things (IoT) and the wide penetration of wireless networks, the …

  7. Comprehensive Review of Collaborative Data Caching in Edge Computing

    Apr 22, 2025 · Edge computing has gained significant attention due to the swift development of wireless communication technology. As more smart, data-intensive applications and Internet of …

  8. [2505.01821] Edge-Cloud Collaborative Computing on …

    4 days ago · View PDF HTML (experimental) Abstract: Edge-cloud collaborative computing (ECCC) has emerged as a pivotal paradigm for addressing the computational demands of …

  9. Edge Computing: Models, technologies and applications

    Jul 3, 2024 · Edge computing is the model that extends cloud computing services to the edge of the network. This model aims to move decision-making operations as close as possible to data …

  10. Edge Large AI Models: Collaborative Deployment and IoT …

    15 hours ago · Large artificial intelligence models (LAMs) emulate human-like problem-solving capabilities across diverse domains, modalities, and tasks. By leveraging the communication …

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