Mar 21, 2019 · COERR observes side-information (context) to learn the demand patterns of edge sites and decides rental decisions (including where to rent the ...

Abstract—Shared edge computing platforms, which enable. Application Service Providers (ASPs) to deploy applications in close proximity to mobile users are ...

Budget-Constrained Edge Service Provisioning With Demand Estimation via Bandit Learning · Figures and Tables · Topics · Ask This Paper · 33 Citations · 46 References ...

COERR observes side-information (context) to learn the demand patterns of edge sites and decides rental decisions (including where to rent the computation ...

Mar 21, 2019 · A learning-based edge service placement is proposed in [15], which uses bandit learning similar to the framework. Page 5. 5 in this paper.

In this paper, we investigate an edge resource rental problem where the ASP learns service demand patterns for individual edge sites while renting computation ...

Spatio–temporal edge service placement: A bandit learning approach. L ... Budget-constrained edge service provisioning with demand estimation via bandit learning.

This paper proposes SEEN, a Spatial-temporal Edge sErvice placemeNt algorithm, a novel combinatorial contextual bandit learning problem of an ASP under a ...

Chen, J. Xu, "Budget-constrained Edge Service Provisioning with Demand Estimation via Bandit Learning," IEEE Journal on Selected Areas in Communications - ...

Spatio-Temporal Edge Service Placement: A Bandit Learning Approach ... Budget-Constrained Edge Service Provisioning With Demand Estimation via Bandit Learning ...