R-Cloud: A cloud framework for enabling Radio-as-a-Service over a wireless substrate

Chenfei Gao, Gozde Ozcan, Jian Tang, Mustafa C Gursoy, Weiyi Zhang

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Abstract

Inspired by the success of use of Virtual Machines (VMs) in cloud computing, virtualization has been introduced to wireless networking recently, enabling support for multiple Mobile Virtual Network Operators (MVNOs) via isolated slices over a shared wireless substrate. In this paper, we present design, implementation and evaluation of a novel cloud framework, R-Cloud, to enable radio resources at Base Stations (BSs) to be effectively allocated to multiple MVNOs as a service, which is referred to as Radio-as-a-Service (RaaS). R-Cloud employs a hybrid two-level control framework to enable coarse-grained and fine-grained resource allocation at the cloud and BS levels respectively. Specifically, R-Cloud not only coordinates resource allocation among BSs, MVNOs and mobile users across a Radio Access Network (RAN) and enables performance isolation by optimizing resource sharing and user association using an LP-rounding based algorithm at the cloud level; but also effectively schedule transmissions among multiple users at a BS using an optimal scheduling policy. We implemented R-Cloud over a wireless network testbed with software defined radios. It has been shown by extensive experimental and simulation results that R-Cloud can achieve effective RaaS over wireless networks and the proposed resource allocation algorithms outperform widely-used baseline solutions.

Original languageEnglish (US)
Title of host publication2016 IEEE 24th International Conference on Network Protocols, ICNP 2016
PublisherIEEE Computer Society
Volume2016-December
ISBN (Electronic)9781509032815
DOIs
StatePublished - Dec 14 2016
Event24th IEEE International Conference on Network Protocols, ICNP 2016 - Singapore, Singapore
Duration: Nov 8 2016Nov 11 2016

Other

Other24th IEEE International Conference on Network Protocols, ICNP 2016
CountrySingapore
CitySingapore
Period11/8/1611/11/16

Keywords

  • Cloud Computing
  • Radio Access Network
  • Radio Resource Management
  • Wireless Virtualization

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Software

Fingerprint Dive into the research topics of 'R-Cloud: A cloud framework for enabling Radio-as-a-Service over a wireless substrate'. Together they form a unique fingerprint.

  • Cite this

    Gao, C., Ozcan, G., Tang, J., Gursoy, M. C., & Zhang, W. (2016). R-Cloud: A cloud framework for enabling Radio-as-a-Service over a wireless substrate. In 2016 IEEE 24th International Conference on Network Protocols, ICNP 2016 (Vol. 2016-December). [7784444] IEEE Computer Society. https://doi.org/10.1109/ICNP.2016.7784444