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Extending SDN to Large-Scale
Networks
Murphy McCauley, Aurojit Panda, Scott
Shenker
Martin Casado, Teemu Koponen
VMware
UC Berkeley
Given a desired
policy or behavior,
how do you realize it
on the physical
network?
really large physical
network?
The Problem
Policy / Behavior
(Routing, ACLs, TE, etc.)
OpenFlow
Controller
Physical Network
(Switches, links, etc.)
Geographically distributed
10,000 or 100,000 node
Possible Approaches
• Beefy Central Controller
– Eventually breaks down
– Bad failure locality
– Unclear where local policy fits
• Shard and Distribute
– Requires independent shards
• Fully Distribute
– Every new problem requires new distributed algorithm
– Abandons benefits of SDN!
Where does that leave us?
• None of the standard approaches allow
SDN to scale to arbitrarily large networks
• Combine classic network scaling
approaches with SDN in a new way:
– Utilize aggregation and hierarchy
– Structure using a recursive abstraction
Old Techniques in New Setting
• Design built around Logical xBars (LXBs)
– A programmable unit of forwarding (“switch”)
– Implemented in terms of itself
• Results in design with:
– Scalability to extremely large networks
– Straightforward convergence/failure behavior
– Transactional network changes
xBar Basics
Ports
Switch
Link
Controller
xBar Basics
A
D
B
C
sw2
sw1
sw3
Table
in:A → out:D
sw1 Table
in:A → out:B
sw3 Table
in:C → out:D
Table
Table on Topology
lxb1
xBar Basics
lxb2lxb1 lxb3
Hierarchy & Recursion
Hierarchy & Recursion
Hierarchy & Recursion
State
Config
Hierarchy & Recursion
State
Config
LXB Properties
• Hierarchy cleanly stacks arbitrarily high
– Can match LXBs to physical/organizational
boundaries
– You can express local policies within “your”
LXB as long as the externally-visible policies
conform to those given by your parent
LXB Properties
• Computation kept in check
– 10,000 nodes in four tiers: individual LXBs
only have 10 node graphs
– Multiple levels of aggregation means that
computations can be kept towards lower
(most distributed) portion of controller
hierarchy
LXB Properties
• “SDN-Friendly”
– Agnostic to choice of switch control
mechanism (e.g., OpenFlow) and “bottom tier”
controller (e.g., Floodlight, NOX, etc.)
Status
• We’ve looked at:
– Routing (several variations), ACLs, TE
• Stuff we haven’t looked at yet:
– Multicast, anycast, … ?
• What we’d love to know:
– Characteristics of actual large networks
– Pain points for large networks – what are you hoping
SDN can solve for you?
murphy@berkeley.edu
Thanks!

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Extending SDN to Large-Scale Networks with Logical xBars

  • 1.
  • 2.
  • 3. Extending SDN to Large-Scale Networks Murphy McCauley, Aurojit Panda, Scott Shenker Martin Casado, Teemu Koponen VMware UC Berkeley
  • 4. Given a desired policy or behavior, how do you realize it on the physical network? really large physical network? The Problem Policy / Behavior (Routing, ACLs, TE, etc.) OpenFlow Controller Physical Network (Switches, links, etc.) Geographically distributed 10,000 or 100,000 node
  • 5. Possible Approaches • Beefy Central Controller – Eventually breaks down – Bad failure locality – Unclear where local policy fits • Shard and Distribute – Requires independent shards • Fully Distribute – Every new problem requires new distributed algorithm – Abandons benefits of SDN!
  • 6. Where does that leave us? • None of the standard approaches allow SDN to scale to arbitrarily large networks • Combine classic network scaling approaches with SDN in a new way: – Utilize aggregation and hierarchy – Structure using a recursive abstraction
  • 7. Old Techniques in New Setting • Design built around Logical xBars (LXBs) – A programmable unit of forwarding (“switch”) – Implemented in terms of itself • Results in design with: – Scalability to extremely large networks – Straightforward convergence/failure behavior – Transactional network changes
  • 9. xBar Basics A D B C sw2 sw1 sw3 Table in:A → out:D sw1 Table in:A → out:B sw3 Table in:C → out:D Table Table on Topology lxb1
  • 15. LXB Properties • Hierarchy cleanly stacks arbitrarily high – Can match LXBs to physical/organizational boundaries – You can express local policies within “your” LXB as long as the externally-visible policies conform to those given by your parent
  • 16. LXB Properties • Computation kept in check – 10,000 nodes in four tiers: individual LXBs only have 10 node graphs – Multiple levels of aggregation means that computations can be kept towards lower (most distributed) portion of controller hierarchy
  • 17. LXB Properties • “SDN-Friendly” – Agnostic to choice of switch control mechanism (e.g., OpenFlow) and “bottom tier” controller (e.g., Floodlight, NOX, etc.)
  • 18. Status • We’ve looked at: – Routing (several variations), ACLs, TE • Stuff we haven’t looked at yet: – Multicast, anycast, … ? • What we’d love to know: – Characteristics of actual large networks – Pain points for large networks – what are you hoping SDN can solve for you?