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Serverless computing has emerged as an attractive paradigm due to theefficiency of development and the ease of deployment without managing anyunderlying infrastructure. Nevertheless, serverless computing approaches facenumerous challenges to unlock their full potential in hybrid environments. Togain a deeper understanding and firsthand knowledge of serverless computing inedge-cloud deployments, we review the current state of open-source serverlessplatforms and compare them based on predefined requirements. We then design andimplement a serverless computing platform with a novel edge orchestrationtechnique that seamlessly deploys serverless functions across the edge andcloud environments on top of the Knative serverless platform. Moreover, wepropose an offloading strategy for edge environments and four differentfunctions for experimentation and showcase the performance benefits of oursolution. Our results demonstrate that such an approach can efficiently utilizeboth cloud and edge resources by dynamically offloading functions from the edgeto the cloud during high activity, while reducing the overall applicationlatency and increasing request throughput compared to an edge-only deployment.

Towards Seamless Serverless Computing Across an Edge-Cloud Continuum