12 citations · 26 across the 6 of their papers we have counts for
6 papers
LOS: Local-Optimistic Scheduling of Periodic Model Training For Anomaly Detection on Sensor Data Streams in Meshed Edge Networks
Soeren Becker, Florian Schmidt, Lauritz Thamsen +2
Anomaly detection is increasingly important to handle the amount of sensor data in Edge and Fog environments, Smart Cities, as well as in Industry 4.0. To ensure good results, the…
Towards a Cognitive Compute Continuum: An Architecture for Ad-Hoc Self-Managed Swarms
Ana Juan Ferrer, Soeren Becker, Florian Schmidt +2
In this paper we introduce our vision of a Cognitive Computing Continuum to address the changing IT service provisioning towards a distributed, opportunistic, self-managed collabor…
ServerMix: Tradeoffs and Challenges of Serverless Data Analytics
Pedro García-López, Marc Sánchez-Artigas, Simon Shillaker +6
Serverless computing has become very popular today since it largely simplifies cloud programming. Developers do not need to longer worry about provisioning or operating servers, an…
Engineering a QoS Provider Mechanism for Edge Computing with Deep Reinforcement Learning
Francisco Carpio, Admela Jukan, Roman Sosa +1
With the development of new system solutions that integrate traditional cloud computing with the edge/fog computing paradigm, dynamic optimization of service execution has become a…
Blip: JIT and Footloose On The Edge
Andy Edmonds, Chris Woods, Ana Juan Ferrer +2
Edge environments offer a number of advantages for software developers including the ability to create services which can offer lower latency, better privacy, and reduced operation…
TANGO: Transparent heterogeneous hardware Architecture deployment for eNergy Gain in Operation
Karim Djemame, Django Armstrong, Richard Kavanagh +7
The paper is concerned with the issue of how software systems actually use Heterogeneous Parallel Architectures (HPAs), with the goal of optimizing power consumption on these resou…