Published June 26, 2021 | Version v1
Conference paper Open

Latency Preserving Self-optimizing Placement at the Edge

Description

The Internet is experiencing a fast expansion at its edges. The wide availability of heterogeneous resources at the Edge is pivotal in the definition and extension of traditional Cloud solutions toward supporting the development of new applications. However, the dynamic and distributed nature of these resources poses new challenges for the optimization of the behaviour of the system. New decentralized and self-organizing methods are needed to face the needs of the Edge/Cloud scenario and to optimize the exploitation of Edge resources. In this paper we propose a distributed and adaptive solution that reduces the number of replicas of application services that are executed throughout the system, all the while ensuring that the latency constraints of applications are met, thus allowing to also meet the end users’ QoS requirements. Experimental evaluations through simulation show the effectiveness of the proposed approach.

Files

2021_454333.postprint.pdf

Files (533.1 kB)

Name Size Download all
md5:2b1a39ab8fd38ff1109043674029067f
533.1 kB Preview Download

Additional details

Funding

ACCORDION – Adaptive edge/cloud compute and network continuum over a heterogeneous sparse edge infrastructure to support nextgen applications 871793
European Commission