making cellular networks scalable and flexible li erran li bell labs, alcatel-lucent joint work with...
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Making Cellular Networks Scalable and Flexible
Li Erran LiBell Labs, Alcatel-Lucent
Joint work with collaborators at university of Michigan, Princeton, and Stanford
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LTE Cellular Network Architecture
access core
Packet Data Network Gateway
Serving Gateway
InternetServing Gateway
Base Station (BS)
User Equipment (UE)
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PART I: Radio Access Networks
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Dense and Chaotic Deployments
• Dense: high SNR per user leads to higher capacityo Small cells, femto cells, repeaters, etc
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Problems
• Current LTE distributed control plane is ill-suited
o Hard to manage inter-cell interference
o Hard to optimize for variable load of cells
• Dense deployment is costly
o Need to share cost among operators
o Maintain direct control of radio resources o Lacking in current 3gpp RAN sharing
standards
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SoftRAN: Big Base Station Abstraction
time
frequency
time
frequency
time
frequency
frequency radio element
time
controller
Radio Element 1
Radio Element 2 Radio Element 3
Big Base Station
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Radio Resource Allocation
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frequency radio element
time
Flows 3D Resource Grid
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SoftRAN: SDN Approach to RAN
BS1
BS2
BS3
BS4
BS5
PHY & MAC
Control Algo
Coordination : X2 Interface
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PHY & MAC
Control Algo
PHY & MAC
Control Algo
PHY & MAC
Control AlgoPHY & MAC
Control Algo
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SoftRAN: SDN Approach to RAN
RE1
RE2
RE3
RE4
RE5
Network OS
Control Algo Operator Inputs
PHY & MAC
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RadioVisor
PHY & MAC
PHY & MAC
PHY & MAC
PHY & MAC
Radio Element (RE)
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SoftRAN Architecture Summary
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RADIO ELEMENTS
CONTROLLER
RadioElement
API
ControllerAPI
InterferenceMap
FlowRecords
• Bytes• Rate• Queue Size
NetworkOperator
Inputs
QoSConstraints
RAN Information Base
Radio Resource Management
AlgorithmPOWERFLOW
Time
FrequencyRadi
o El
emen
t 3D Resource Grid
Periodic Updates
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RadioVisor Design
• Slice manager o Slice configuration,
creation, modification, deletion and multi-slice operations
• Traffic to slice mapping at RadioVisor and radio elements
• 3D resource grid allocation and isolationo Considers traffic demand,
interference graph and policy
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RadioVisor
Slice Manager
3D Resource Grid
Allocation & Isolation
Traffic to Slice
Mapping
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Summary
• Dense deployment calls for central control of radio resources
• Deployment costs motivate RAN Sharing
• We present the design of RadioVisoro Enables direct control of per slice radio
resourceso Configures per slice PHY and MAC, and
interference management algorithmo Supports flexible slice definitions and
operations
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PART II: Cellular Core Networks
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LTE Cellular Network Architecture
access core
Packet Data Network Gateway
Serving Gateway
InternetServing Gateway
Base Station (BS)
User Equipment (UE)
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• Most functionalities are implemented at
Packet Data Network Gateway– Content filtering, application identification,stateful firewall, lawful intercept, …
• This is not flexible
Cellular core networks are not flexible
Packet Data Network Gateway
Combine functionality from different vendors
Easy to add new functionality
Only expand capacity for bottlenecked functionality
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Internet
Controller
Simple hardware
SoftCell Overview
+ SoftCell software
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SoftCell Design GoalFine-grained service policy for diverse app needs
» Video transcoder, content filtering, firewall» M2M services: fleet tracking, low latency
medical device updates
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with diverse needs!
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SoftCell Design
1. Scalable system design» Classifying flows at
access edge» Offloading controller
tasks to switch local agent
2. Intelligent algorithms» Enforcing policy
consistency under mobility
» Multi-dimension aggregation to reduce switch rule entries
~1K Users~10K flows~1 – 10 Gbps
Gateway Edge
~1 million Users~10 million flows~up to 2 Tbps
Access Edge
Controller
LA
LA
LA
LA
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Summary
• SoftCell uses commodity switches and middelboxes to build flexible and cost-effective cellular core networks
• SoftCell achieves scalability with
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Data Plane
Control Plane
Asymmetric Edge Design
Multi-dimensional Aggregation
Hierarchical Controller Design
• Exploit multi-stage tables in modern switches– Reduce m×n rules to m+n rules
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PART III: Cellular WAN
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LTE Cellular Network Architecture
access core
Packet Data Network Gateway
Serving Gateway
InternetServing Gateway
Base Station (BS)
User Equipment (UE)
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Current Mobile WANs• Organized into rigid and very large
regions• Minimal interactions among regions • Leads to poor user experience and
poor resource utilization
Two Regions22
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SoftMoW Solution• Hierarchically builds up a network-wide control plane
– Lies in the family of recursive SDN designs (e.g. XBAR, ONS’13)
• In each level, abstracts both control and data planes and exposes a set of “dynamically-defined” logical components to the control plane of the level above.– Virtual Base stations (VBS), Gigantic Switches (GS), and
Virtual Middleboxes (VMB)
23Core Net
GS
Latency Matrix
RadioAccess Network
VBS
Union of Coverage
Policy
VMB
Sum of capacities
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Conclusion and Future Work
• CellSDN seeks to address fundamental limitations of current cellular architecture – Control plane abstractions: 3D resource
grid, big base station, virtual data plane– Intelligent algorithms in the control plane
to achieve global objects: interference management, routing
• Future work on CellSDN– Security– Scalable real-time monitoring and
analytics
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Questions?