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International Journal of Sensor Networks and Data Communications

ISSN: 2090-4886

Open Access

Michael Zhang

Department of Computer Science, University of California, Santa Barbara, United States

Publications
  • Review Article   
    Function-As-A-Service Acceleration for IoT Applications on Hybrid Cloud
    Author(s): Michael Zhang*, Chandra Krintz and Rich Wolski

    Serverless computing is an emerging event-driven programming model that accelerates the development and deployment of scalable web services on cloud computing systems. Though widely integrated with the public cloud, serverless computing use is nascent for edge-based, IoT deployments. In this work, we present STOIC (Serverless Tele Operable Hybrid Cloud), an IoT application deployment and offloading system that extends the serverless model in three ways. First, STOIC adopts a dynamic feedback control mechanism to precisely predict latency and dispatch workloads uniformly across edge and cloud systems using a distributed serverless framework. Second, STOIC leverages hardware acceleration (e.g. GPU resources) for serverless function execution when available from the underlying cloud system. Third, STOIC can be configured in multiple ways to overcome deployment variability associated with.. Read More»
    DOI: 10.37421/2090-4886.2021.10.133

    Abstract HTML PDF

Google Scholar citation report
Citations: 343

International Journal of Sensor Networks and Data Communications received 343 citations as per Google Scholar report

International Journal of Sensor Networks and Data Communications peer review process verified at publons

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