125 citations · 142 across the 17 of their papers we have counts for
3 papers · 1 filter
Service Placement with Provable Guarantees in Heterogeneous Edge Computing Systems
Stephen Pasteris, Shiqiang Wang, Mark Herbster +1
Mobile edge computing (MEC) is a promising technique for providing low-latency access to services at the network edge. The services are hosted at various types of edge nodes with b…
Robust Coreset Construction for Distributed Machine Learning
Hanlin Lu, Ming-Ju Li, Ting He +3
Coreset, which is a summary of the original dataset in the form of a small weighted set in the same sample space, provides a promising approach to enable machine learning over dist…
On Fundamental Bounds of Failure Identifiability by Boolean Network Tomography
Novella Bartolini, Ting He, Viviana Arrigoni +2
Boolean network tomography is a powerful tool to infer the state (working/failed) of individual nodes from path-level measurements obtained by egde-nodes. We consider the problem o…