12 citations · 26 across the 7 of their papers we have counts for
7 papers
Evaluating the Impact of Inter-cluster Communications in Edge Computing
Marc Michalke, Iulisloi Zacarias, Admela Jukan +2
Distributed applications based on micro-services in edge computing are becoming increasingly popular due to the rapid evolution of mobile networks. While Kubernetes is the default…
Deploying AI-Based Applications with Serverless Computing in 6G Networks: An Experimental Study
Marc Michalke, Chukwuemeka Muonagor, Admela Jukan
Future 6G networks are expected to heavily utilize machine learning capabilities in a wide variety of applications with features and benefits for both, the end user and the provide…
An experimental study of the response time in an edge-cloud continuum with ClusterLink
Marc Michalke, Fin Gentzen, Admela Jukan +2
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…
Scaling Performance of Serverless Edge Networking
Marc Michalke, Francisco Carpio, Admela Jukan
When clustering devices at the edge, inter-node latency poses a significant challenge that directly impacts the application performance. In this paper, we experimentally examine th…
Engineering and Experimentally Benchmarking Open Source MQTT Broker Implementations
Jasenka Dizdarevic, Marc Michalke, Admela Jukan
The Message Queuing Telemetry Transport (MQTT) protocol is one of the most widely used IoT protocol solutions. In this work, we are especially interested in open-source MQTT Broker…
BenchFaaS: Benchmarking Serverless Functions in an Edge Computing Network Testbed
Francisco Carpio, Marc Michalke, Admela Jukan
The serverless computing model has evolved as one of the key solutions in the cloud for fast autoscaling and capacity planning. In edge computing environments, however, the serverl…
Engineering and Experimentally Benchmarking a Serverless Edge Computing System
Francisco Carpio, Marc Michalke, Admela Jukan
Thanks to the latest advances in containerization, the serverless edge computing model is becoming close to reality. Serverless at the edge is expected to enable low latency applic…