Joint resource allocation and caching placement for network slicing in fog radio access networks

To satisfy diverse use cases and business models in fifth generation (5G) wireless communication, network slicing in fog radio access networks (F-RANs) is proposed, which provides a cost efficient networking in a convenient way. However, the resource management for network slices is challenging, esp...

Full description

Saved in:
Bibliographic Details
Main Authors: Liya Tang, Xian Zhang, Hongyu Xiang, Yaohua Sun, Mugen Peng
Format: Conference Proceeding
Language:English
Subjects:
Caching placement
Conferences
Delays
Fog radio access network
Network slicing
Optimization
Radio access networks
Resource management
Wireless communication
Online Access:Request full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:To satisfy diverse use cases and business models in fifth generation (5G) wireless communication, network slicing in fog radio access networks (F-RANs) is proposed, which provides a cost efficient networking in a convenient way. However, the resource management for network slices is challenging, especially when the edge caching is utilized to alleviate the fronthaul burden and reduce the delay. In this paper, we investigate the joint sub-carrier allocation and caching placement for two network slices, and an average delay optimization problem for one slice with user data rate guarantee for the other slice is formulated, which can be solved by a two-step iterative algorithm. The core idea is to optimize decoupled variables iteratively via Hungarian method, linear integer programming, and geometric programming(GP) with the help of decomposition. Simulation results reveal a fast convergence speed and a near-optimal performance of the proposed algorithm.
ISSN:1948-3252
DOI:10.1109/SPAWC.2017.8227791