43 citations · 169 across the 12 of their papers we have counts for
16 papers · 1 filter
FL-APU: A Software Architecture to Ease Practical Implementation of Cross-Silo Federated Learning
F. Stricker, J. A. Peregrina, D. Bermbach +1
Federated Learning (FL) is an upcoming technology that is increasingly applied in real-world applications. Early applications focused on cross-device scenarios, where many particip…
Celestial: Virtual Software System Testbeds for the LEO Edge
Tobias Pfandzelter, David Bermbach
As private space companies such as SpaceX and Telesat are building large LEO satellite constellations to provide global broadband Internet access, researchers have proposed to embe…
Towards Distributed Coordination for Fog Platforms
Tobias Pfandzelter, Trever Schirmer, David Bermbach
Distributed fog and edge applications communicate over unreliable networks and are subject to high communication delays. This makes using existing distributed coordination technolo…
QoS-Aware Resource Placement for LEO Satellite Edge Computing
Tobias Pfandzelter, David Bermbach
With the advent of large LEO satellite communication networks to provide global broadband Internet access, interest in providing edge computing resources within LEO networks has em…
Predictive Replica Placement for Mobile Users in Distributed Fog Data Stores with Client-Side Markov Models
Malte Bellmann, Tobias Pfandzelter, David Bermbach
Mobile clients that consume and produce data are abundant in fog environments and low latency access to this data can only be achieved by storing it in their close physical proximi…
Towards Predictive Replica Placement for Distributed Data Stores in Fog Environments
Tobias Pfandzelter, David Bermbach
Mobile clients that consume and produce data are abundant in fog environments. Low latency access to this data can only be achieved by storing it in close physical proximity to the…