422 citations · 1.4k across the 67 of their papers we have counts for
4 papers · 1 filter
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…
Towards Optimal Serverless Function Scaling in Edge Computing Network
Mounir Bensalem, Francisco Carpio, Admela Jukan
Serverless computing has emerged as a new execution model which gained a lot of attention in cloud computing thanks to the latest advances in containerization technologies. Recentl…
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…
Scaling Serverless Functions in Edge Networks: A Reinforcement Learning Approach
Mounir Bensalem, Erkan Ipek, Admela Jukan
With rapid advances in containerization techniques, the serverless computing model is becoming a valid candidate execution model in edge networking, similar to the widely used clou…