An experimental study of the response time in an edge-cloud continuum with ClusterLink

Fuente: arXiv
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Main Authors: Michalke, Marc, Gentzen, Fin, Jukan, Admela, Toledo, Kfir, Ran, Etai Lev
Format: Preprint
Published: 2024
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author Michalke, Marc
Gentzen, Fin
Jukan, Admela
Toledo, Kfir
Ran, Etai Lev
author_facet Michalke, Marc
Gentzen, Fin
Jukan, Admela
Toledo, Kfir
Ran, Etai Lev
contents In this paper, we conduct an experimental study to provide a general sense of the application response time implications that inter-cluster communication experiences at the edge at the example of a specific IoT-edge-cloud contiuum solution from the EU Project ICOS called ClusterLink. We create an environment to emulate different networking topologies that include multiple cloud or edge sites scenarios, and conduct a set of tests to compare the application response times via ClusterLink to direct communications in relation to node distances and request/response payload size. Our results show that, in an edge context, ClusterLink does not introduce a significant processing overhead to the communication for small payloads as compared to cloud. For higher payloads and on comparably more aged consumer hardware, ClusterLink version 0.2 introduces communication overhead relative to the delay experienced on the link.
format Preprint
id arxiv_https___arxiv_org_abs_2405_16988
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle An experimental study of the response time in an edge-cloud continuum with ClusterLink
Michalke, Marc
Gentzen, Fin
Jukan, Admela
Toledo, Kfir
Ran, Etai Lev
Networking and Internet Architecture
In this paper, we conduct an experimental study to provide a general sense of the application response time implications that inter-cluster communication experiences at the edge at the example of a specific IoT-edge-cloud contiuum solution from the EU Project ICOS called ClusterLink. We create an environment to emulate different networking topologies that include multiple cloud or edge sites scenarios, and conduct a set of tests to compare the application response times via ClusterLink to direct communications in relation to node distances and request/response payload size. Our results show that, in an edge context, ClusterLink does not introduce a significant processing overhead to the communication for small payloads as compared to cloud. For higher payloads and on comparably more aged consumer hardware, ClusterLink version 0.2 introduces communication overhead relative to the delay experienced on the link.
title An experimental study of the response time in an edge-cloud continuum with ClusterLink
topic Networking and Internet Architecture
url https://arxiv.org/abs/2405.16988