A distributed ADMM approach for energy-efficient resource allocation in mobile edge computing

Weiwei FANG; Wenchen ZHOU; Yangyang LI; Xuening YAO; Feng XUE; Naixue XIONG

Makale detayları

A distributed ADMM approach for energy-efficient resource allocation in mobile edge computing

Yazarlar:

Weiwei FANG | Wenchen ZHOU | Yangyang LI | Xuening YAO | Feng XUE | Naixue XIONG

Yayıncı:

TUBITAK

Dergi:

Turkish Journal of Electrical Engineering and Computer Science 2018 Vol.26 Issue 6, pp.3335-3344

Belge Tipi:

Makale

Yayın Tarihi:

11/2018

Belge Dili:

Türkçe

Document ID (Org No.):

2000734632

Sıklık:

İki Aylık

eISSN:

1303-6203

pISSN:

1300-0632

Özet:

 

Mobile edge computing (MEC) is a new promising technique to provide cloud-computing capabilities at the edge of cellular networks in close proximity to mobile users. In this paper, we consider joint optimization of the communication and computation resources in a multiuser, multiserver MEC system. The objective of this optimization problem is to minimize the total energy consumption of mobile devices under the time-sharing constraint. Given the fact that no coordination is involved between mobile devices, we propose a light-weight and decentralized algorithm based on the alternating direction method of multipliers (ADMM) framework. Experimental results demonstrate that the proposed algorithm performs well in terms of convergence and outperforms the conventional centralized approach.

Makale detayları

A distributed ADMM approach for energy-efficient resource allocation in mobile edge computing

Yazarlar: Weiwei FANG | Wenchen ZHOU | Yangyang LI | Xuening YAO | Feng XUE | Naixue XIONG

Yayıncı: TUBITAK

Dergi: Turkish Journal of Electrical Engineering and Computer Science 2018 Vol.26 Issue 6, pp.3335-3344

Belge Tipi: Makale

Yayın Tarihi: 11/2018

Belge Dili: Türkçe

Document ID (Org No.): 2000734632

Sıklık: İki Aylık

eISSN: 1303-6203

pISSN: 1300-0632

Sayı

Yazarlar:

Weiwei FANG | Wenchen ZHOU | Yangyang LI | Xuening YAO | Feng XUE | Naixue XIONG

Yayıncı:

TUBITAK

Dergi:

Turkish Journal of Electrical Engineering and Computer Science 2018 Vol.26 Issue 6, pp.3335-3344

Belge Tipi:

Makale

Yayın Tarihi:

11/2018

Belge Dili:

Türkçe

Document ID (Org No.):

2000734632

Sıklık:

İki Aylık

eISSN:

1303-6203

pISSN:

1300-0632