AUTHOR=Carlini Emanuele , Coppola Massimo , Dazzi Patrizio , Ferrucci Luca , Kavalionak Hanna , Korontanis Ioannis , Mordacchini Matteo , Tserpes Konstantinos TITLE=SmartORC: smart orchestration of resources in the compute continuum JOURNAL=Frontiers in High Performance Computing VOLUME=1 YEAR=2023 URL=https://www.frontiersin.org/journals/high-performance-computing/articles/10.3389/fhpcp.2023.1164915 DOI=10.3389/fhpcp.2023.1164915 ISSN=2813-7337 ABSTRACT=

The promise of the compute continuum is to present applications with a flexible and transparent view of the resources in the Internet of Things–Edge–Cloud ecosystem. However, such a promise requires tackling complex challenges to maximize the benefits of both the cloud and the edge. Challenges include managing a highly distributed platform, matching services and resources, harnessing resource heterogeneity, and adapting the deployment of services to the changes in resources and applications. In this study, we present SmartORC, a comprehensive set of components designed to provide a complete framework for managing resources and applications in the Compute Continuum. Along with the description of all the SmartORC subcomponents, we have also provided the results of an evaluation aimed at showcasing the framework's capability.