SlideShare a Scribd company logo
Energy-Efficient Virtual Base Station Formation in Optical-Access-Enabled
Cloud-RAN
Abstract:
In recent years, the increasing traffic demand in radio access networks (RANs) has
led to considerable growth in the number of base stations (BSs), posing a serious
scalability issue, including the energy consumption of BSs. Optical-access-
enabled Cloud-RAN (CRAN) has been recently proposed as a next-generation
access network. In CRAN, the digital unit (DU) of a conventional cell site is
separated from the radio unit (RU) and moved to the “cloud” (DU cloud) for
centralized signal processing and management. Each DU/RU pair exchanges
bandwidth-intensive digitized baseband signals through an optical access network
(fronthaul). Time-wavelength division multiplexing (TWDM) passive optical
network (PON) is a promising fronthaul solution due to its low energy
consumption and high capacity. In this paper, we propose and leverage the
concept of a virtual base station (VBS), which is dynamically formed for each cell
by assigning virtualized network resources, i.e., a virtualized fronthaul link
connecting the DU and RU, and virtualized functional entities performing
baseband processing in DUcloud. We formulate and solve the VBS formation
(VF) optimization problem using an integer linear program (ILP). We propose
novel energy-saving schemes exploiting VF for both the network planning stage
and traffic engineering stage. Extensive simulations show that CRAN with our
proposed VF schemes achieves significant energy savings compared to traditional
RAN and CRAN without VF.

More Related Content

PDF
Fluid net a flexible cloud based radio access network for small cells
PDF
Downlink and uplink energy minimization through user association and beamform...
PDF
Meeting the requirements to deploy cloud RAN over optical networks - elastic ...
PDF
Power optimization with bler constraint for wireless fronthauls in c ran
DOCX
A novel fading model for channels with multiple dominant specular components
PDF
Performance Analysis of Enhanced Opportunistic Minimum Cost Routingin Mobile ...
PDF
Dynamic nested clustering for parallel phy layer processing in cloud-ra ns
PDF
08 01 01
Fluid net a flexible cloud based radio access network for small cells
Downlink and uplink energy minimization through user association and beamform...
Meeting the requirements to deploy cloud RAN over optical networks - elastic ...
Power optimization with bler constraint for wireless fronthauls in c ran
A novel fading model for channels with multiple dominant specular components
Performance Analysis of Enhanced Opportunistic Minimum Cost Routingin Mobile ...
Dynamic nested clustering for parallel phy layer processing in cloud-ra ns
08 01 01

What's hot (12)

PDF
9517cnc06
DOCX
Computing localized power efficient data
PPTX
light tree
PDF
Dotnet delay-optimal broadcast for multihop wireless networks using self-int...
DOCX
Cognitive radio aware transport protocol for mobile ad hoc networks
DOCX
light tree documentation by pradeep
PPTX
RIVERBED-BASED NETWORK MODELING FOR MULTI-BEAM CONCURRENT TRANSMISSIONS
PDF
A resource allocation scheme for scalable video multicast in wi max relay net...
PDF
I05914153
PDF
A Novel Timer-Based Hybrid Rerouting Algorithm for Improving Resource Utiliza...
DOCX
Distributed facts—a new concept for realizing grid power flow control pgmslm
PDF
Coloring based inter-wban scheduling for mobile wireless body area networks
9517cnc06
Computing localized power efficient data
light tree
Dotnet delay-optimal broadcast for multihop wireless networks using self-int...
Cognitive radio aware transport protocol for mobile ad hoc networks
light tree documentation by pradeep
RIVERBED-BASED NETWORK MODELING FOR MULTI-BEAM CONCURRENT TRANSMISSIONS
A resource allocation scheme for scalable video multicast in wi max relay net...
I05914153
A Novel Timer-Based Hybrid Rerouting Algorithm for Improving Resource Utiliza...
Distributed facts—a new concept for realizing grid power flow control pgmslm
Coloring based inter-wban scheduling for mobile wireless body area networks
Ad

Viewers also liked (17)

PPTX
Tarea seminario VII
PDF
Parallel Wireless Band 14 In A Box contest rules
PPTX
Node-H SON
PPTX
CLASE 5 CORTE 1
PPTX
Presentación sde herramientas (1)
PPTX
Node-H Femtocell Management
PDF
Raspberry PiのUSB OTGを試す
PPTX
Gerenciando Implementação de Projetos de CLOUD
PDF
Nokia: Recent Deployment Stories
DOC
Зимовий період часу
DOC
Інфекційні хвороби. Чистота – запорука здоров'я!
PDF
Робочий зошит. інформатика. 4 клас (Г. В. Ломаковська) нова програма
PDF
The In-Building Wireless Standard
DOC
Пожежна безпека. Обережно - вогонь!
PPTX
RF Planning Incorporating Enterprise Small Cells
PPTX
What's the best way to stretch wrap your pallet load?
Tarea seminario VII
Parallel Wireless Band 14 In A Box contest rules
Node-H SON
CLASE 5 CORTE 1
Presentación sde herramientas (1)
Node-H Femtocell Management
Raspberry PiのUSB OTGを試す
Gerenciando Implementação de Projetos de CLOUD
Nokia: Recent Deployment Stories
Зимовий період часу
Інфекційні хвороби. Чистота – запорука здоров'я!
Робочий зошит. інформатика. 4 клас (Г. В. Ломаковська) нова програма
The In-Building Wireless Standard
Пожежна безпека. Обережно - вогонь!
RF Planning Incorporating Enterprise Small Cells
What's the best way to stretch wrap your pallet load?
Ad

Similar to Energy efficient virtual base station formation in optical-access-enabled cloud-ran (20)

PDF
Elastic resource utilization framework for high capacity and energy efficienc...
PDF
Machine-Type-Communication in 5G Cellular System-Li_Yue_PhD_2018.pdf
PDF
Optimized Communication in 5G-Driven
DOCX
Ieee transactions 2018 topics on wireless communications for final year stude...
DOCX
Ieee transactions 2018 on wireless communications Title and Abstract
DOCX
Bucket scheduling of solar powered sensor networks via cross-layer optimization
PPTX
Context-Aware Energy Conserving Routing Algorithm for Internet of Things
PDF
Modeling and Analysis of Energy Efficient Cellular Networks
PPTX
Vtc conf presentation - cdt website
PDF
Optimizing the placement of cloud data center in virtualized environment
PDF
Architecture harmonization between cloud radio access network and fog network
PDF
A_C_RAN_Architecture_for_LTE_Control_Sig.pdf
PDF
Convergence of Communications Navigation Sensing and Services 1st Edition Leo...
PDF
20190725 li chun_lab_intro_v5
PDF
Performance Analysis of Energy Optimized LTE-V2X Networks for Delay Sensitive...
PDF
PERFORMANCE ANALYSIS OF ENERGY OPTIMIZED LTE-V2X NETWORKS FOR DELAY SENSITIVE...
PDF
Convergence of Communications Navigation Sensing and Services 1st Edition Leo...
PDF
Advanced Service Data Provisioning for Real-Time Management of Ongoing Cellul...
PDF
ADVANCED SERVICE DATA PROVISIONING FOR REAL-TIME MANAGEMENT OF ONGOING CELLUL...
PDF
Energy-efficient user association mechanism enabling fully hybrid spectrum sh...
Elastic resource utilization framework for high capacity and energy efficienc...
Machine-Type-Communication in 5G Cellular System-Li_Yue_PhD_2018.pdf
Optimized Communication in 5G-Driven
Ieee transactions 2018 topics on wireless communications for final year stude...
Ieee transactions 2018 on wireless communications Title and Abstract
Bucket scheduling of solar powered sensor networks via cross-layer optimization
Context-Aware Energy Conserving Routing Algorithm for Internet of Things
Modeling and Analysis of Energy Efficient Cellular Networks
Vtc conf presentation - cdt website
Optimizing the placement of cloud data center in virtualized environment
Architecture harmonization between cloud radio access network and fog network
A_C_RAN_Architecture_for_LTE_Control_Sig.pdf
Convergence of Communications Navigation Sensing and Services 1st Edition Leo...
20190725 li chun_lab_intro_v5
Performance Analysis of Energy Optimized LTE-V2X Networks for Delay Sensitive...
PERFORMANCE ANALYSIS OF ENERGY OPTIMIZED LTE-V2X NETWORKS FOR DELAY SENSITIVE...
Convergence of Communications Navigation Sensing and Services 1st Edition Leo...
Advanced Service Data Provisioning for Real-Time Management of Ongoing Cellul...
ADVANCED SERVICE DATA PROVISIONING FOR REAL-TIME MANAGEMENT OF ONGOING CELLUL...
Energy-efficient user association mechanism enabling fully hybrid spectrum sh...

More from ieeepondy (20)

PDF
Demand aware network function placement
PDF
Service description in the nfv revolution trends, challenges and a way forward
PDF
Secure optimization computation outsourcing in cloud computing a case study o...
PDF
Spatial related traffic sign inspection for inventory purposes using mobile l...
PDF
Standards for hybrid clouds
PDF
Rfhoc a random forest approach to auto-tuning hadoop's configuration
PDF
Resource and instance hour minimization for deadline constrained dag applicat...
PDF
Reliable and confidential cloud storage with efficient data forwarding functi...
PDF
Rebuttal to “comments on ‘control cloud data access privilege and anonymity w...
PDF
Scalable cloud–sensor architecture for the internet of things
PDF
Scalable algorithms for nearest neighbor joins on big trajectory data
PDF
Robust workload and energy management for sustainable data centers
PDF
Privacy preserving deep computation model on cloud for big data feature learning
PDF
Pricing the cloud ieee projects, ieee projects chennai, ieee projects 2016,ie...
PDF
Protection of big data privacy
PDF
Performance aware cloud resource allocation via fitness-enabled auction
PDF
Performance limitations of a text search application running in cloud instances
PDF
Performance analysis and optimal cooperative cluster size for randomly distri...
PDF
Predictive control for energy aware consolidation in cloud datacenters
PDF
Over flow multi site aware big data management for scientific workflows on cl...
Demand aware network function placement
Service description in the nfv revolution trends, challenges and a way forward
Secure optimization computation outsourcing in cloud computing a case study o...
Spatial related traffic sign inspection for inventory purposes using mobile l...
Standards for hybrid clouds
Rfhoc a random forest approach to auto-tuning hadoop's configuration
Resource and instance hour minimization for deadline constrained dag applicat...
Reliable and confidential cloud storage with efficient data forwarding functi...
Rebuttal to “comments on ‘control cloud data access privilege and anonymity w...
Scalable cloud–sensor architecture for the internet of things
Scalable algorithms for nearest neighbor joins on big trajectory data
Robust workload and energy management for sustainable data centers
Privacy preserving deep computation model on cloud for big data feature learning
Pricing the cloud ieee projects, ieee projects chennai, ieee projects 2016,ie...
Protection of big data privacy
Performance aware cloud resource allocation via fitness-enabled auction
Performance limitations of a text search application running in cloud instances
Performance analysis and optimal cooperative cluster size for randomly distri...
Predictive control for energy aware consolidation in cloud datacenters
Over flow multi site aware big data management for scientific workflows on cl...

Recently uploaded (20)

PDF
BMEC211 - INTRODUCTION TO MECHATRONICS-1.pdf
PDF
Digital Logic Computer Design lecture notes
PPTX
Lecture Notes Electrical Wiring System Components
PPTX
Engineering Ethics, Safety and Environment [Autosaved] (1).pptx
PPTX
KTU 2019 -S7-MCN 401 MODULE 2-VINAY.pptx
PDF
Evaluating the Democratization of the Turkish Armed Forces from a Normative P...
PPTX
Construction Project Organization Group 2.pptx
PPTX
Welding lecture in detail for understanding
PPTX
Sustainable Sites - Green Building Construction
PPTX
Infosys Presentation by1.Riyan Bagwan 2.Samadhan Naiknavare 3.Gaurav Shinde 4...
PDF
SM_6th-Sem__Cse_Internet-of-Things.pdf IOT
PDF
PPT on Performance Review to get promotions
PPT
Mechanical Engineering MATERIALS Selection
PDF
R24 SURVEYING LAB MANUAL for civil enggi
PPTX
OOP with Java - Java Introduction (Basics)
PPTX
CH1 Production IntroductoryConcepts.pptx
PDF
Operating System & Kernel Study Guide-1 - converted.pdf
PPTX
UNIT 4 Total Quality Management .pptx
PDF
Mohammad Mahdi Farshadian CV - Prospective PhD Student 2026
PDF
Mitigating Risks through Effective Management for Enhancing Organizational Pe...
BMEC211 - INTRODUCTION TO MECHATRONICS-1.pdf
Digital Logic Computer Design lecture notes
Lecture Notes Electrical Wiring System Components
Engineering Ethics, Safety and Environment [Autosaved] (1).pptx
KTU 2019 -S7-MCN 401 MODULE 2-VINAY.pptx
Evaluating the Democratization of the Turkish Armed Forces from a Normative P...
Construction Project Organization Group 2.pptx
Welding lecture in detail for understanding
Sustainable Sites - Green Building Construction
Infosys Presentation by1.Riyan Bagwan 2.Samadhan Naiknavare 3.Gaurav Shinde 4...
SM_6th-Sem__Cse_Internet-of-Things.pdf IOT
PPT on Performance Review to get promotions
Mechanical Engineering MATERIALS Selection
R24 SURVEYING LAB MANUAL for civil enggi
OOP with Java - Java Introduction (Basics)
CH1 Production IntroductoryConcepts.pptx
Operating System & Kernel Study Guide-1 - converted.pdf
UNIT 4 Total Quality Management .pptx
Mohammad Mahdi Farshadian CV - Prospective PhD Student 2026
Mitigating Risks through Effective Management for Enhancing Organizational Pe...

Energy efficient virtual base station formation in optical-access-enabled cloud-ran

  • 1. Energy-Efficient Virtual Base Station Formation in Optical-Access-Enabled Cloud-RAN Abstract: In recent years, the increasing traffic demand in radio access networks (RANs) has led to considerable growth in the number of base stations (BSs), posing a serious scalability issue, including the energy consumption of BSs. Optical-access- enabled Cloud-RAN (CRAN) has been recently proposed as a next-generation access network. In CRAN, the digital unit (DU) of a conventional cell site is separated from the radio unit (RU) and moved to the “cloud” (DU cloud) for centralized signal processing and management. Each DU/RU pair exchanges bandwidth-intensive digitized baseband signals through an optical access network (fronthaul). Time-wavelength division multiplexing (TWDM) passive optical network (PON) is a promising fronthaul solution due to its low energy consumption and high capacity. In this paper, we propose and leverage the concept of a virtual base station (VBS), which is dynamically formed for each cell by assigning virtualized network resources, i.e., a virtualized fronthaul link connecting the DU and RU, and virtualized functional entities performing baseband processing in DUcloud. We formulate and solve the VBS formation (VF) optimization problem using an integer linear program (ILP). We propose novel energy-saving schemes exploiting VF for both the network planning stage and traffic engineering stage. Extensive simulations show that CRAN with our proposed VF schemes achieves significant energy savings compared to traditional RAN and CRAN without VF.