Frangoudis, P. (2023, September 5). Orchestration Aspects in Distributed Computing Continuum Systems [Presentation]. Tutorials of the AIoTwin 1st Summer School, Sibenik, Croatia. http://hdl.handle.net/20.500.12708/189588
Computing Continuum; Edge Computing; IoT; AI serving
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Abstract:
This tutorial begins by a definition of the emerging device-to-cloud computing continuum, and provides an overview of its distinctive features. We then clarify the meaning of orchestration in this context both from an infrastructure and an application service view. This dual perspective is a central theme in this tutorial. We then delve into the details of the infrastructure technologies that comp...
This tutorial begins by a definition of the emerging device-to-cloud computing continuum, and provides an overview of its distinctive features. We then clarify the meaning of orchestration in this context both from an infrastructure and an application service view. This dual perspective is a central theme in this tutorial. We then delve into the details of the infrastructure technologies that compose the continuum, both regarding connectivity and computation. The continuum is a complex computation environment, and managing it more efficiently calls for intelligent mechanisms. At the same time, next-generation IoT applications that run on top of it rely more and more on AI/ML processes. We thus focus on the nascent research field of "edge intelligence," which is at the intersection of edge computing and AI. The tutorial concludes with remarks on what we consider necessary for the management and orchestration of future distributed computing continuum systems.
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Project title:
Twinning action for spreading excellence in Artificial Intelligence of Things: 101079214 (European Commission)