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SDNs: hot topics, evolution
& research opportunities
Diego Kreutz
kreutz@lasige.di.fc.ul.pt
LASIGE - Large-Scale Informatics Systems Laboratory
FCUL - Faculty of Sciences of University of Lisbon
2!NavTalks, October, 2012!
Roadmap
1.  HotSDN & HotNets hot topics
2.  SDNs: evolution & improvements
3.  On SDN controllers
4.  Final notes & pointers
3!NavTalks, October, 2012!
Roadmap
1.  HotSDN & HotNets hot topics
2.  SDNs: evolution & improvements
3.  On SDN controllers
4.  Final notes & pointers
4!NavTalks, October, 2012!
HotSDN & HotNets 2012
(hot topics & open research/engineering)
Ø  Troble Shooting and Debugging
Ø  Delivering assured SDNs
§  Make sure they work correctly
Ø  Look more at operators practices
Ø  Think more about OpenFlow-like protocols
Ø  High level abstractions to put intelligence
into the network
Ø  OpenFlow-based WANs are becoming a
reality
5!NavTalks, October, 2012!
HotSDN & HotNets 2012
(hot topics & open research/engineering)
Ø  Seriously engineering (e.g. performance)
Ø  Improve SDNs with things from security and
reliability areas
Ø  Reduce the gap between research and
practical stuff
Ø  Think again (“call to arms”)! SDNs are not
yet there.
§  We are only on chapter 1. There are at least 9
more chapters to go.
6!NavTalks, October, 2012!
HotSDN & HotNets 2012
(examples of papers/ideas)
Paper: Where is the Debugger for my Software-Defined
Network?
Ø  Faced problem: debug the network while
developing an in-network load balancer
§  Bug 1: no match rule in the middle of the network
§  Bug 2: servers at wrong location
§  Bug 3: servers that do not connect to clients
Ø  Solution: ndb (similar to gdb)
§  Allow online debugging
§  Use small postcards to reconstruct and debug
§  First primitives: breakpoint and backtrace
7!NavTalks, October, 2012!
HotSDN & HotNets 2012
(examples of papers/ideas)
Paper: Hey, You Darned Counters! Get Off My ASIC!
Ø  Faced problem: counters are a big issue in
hardware design and development
§  It is not easy and cheap to put specific counters inside
ASICs
§  OpenFlow has many counters (per flow/rule: received
packets, received bytes, duration, …)
Ø  Solution: Software-Defined Counters (SDCs)
§  Use off-the-shelf CPUs
§  Let the software/CPUs deal with the counters
§  End up with: flexibility, scalability and less hw costs
8!NavTalks, October, 2012!
HotSDN & HotNets 2012
(examples of papers/ideas)
Paper: Programming Your Network at Run-time for Big Data
Applications
Ø  Problem: waste of networking resources
§  Applications are not optimized for the network
§  The network is not optimized for the applications
Ø  Solution: NaaS for specific applications (e.g.
Hadoop) inside datacenters
§  Goal: optimize app performance and net utilization
§  Applications can request resources
§  Applications can drive the network use
§  Routing is done based on each app’s requirements
9!NavTalks, October, 2012!
HotSDN & HotNets 2012
(examples of papers/ideas)
Paper: Towards Programmable Enterprise WLANs with Odin
Ø  Problem: association decisions are made by
clients and not the infrastructure
§  Handoffs are expensive
§  Things such as load distribution are yet not feasible
Ø  Solution: light virtual APs (LVAP) with Odin
§  Framework do empower network operators
v  No changes on 802.11 standard
v  One LVAP abstraction per client (unique BSSID)
v  For the app, a user is attached to an “Ethernet port”
§  Applications: seamless mobility, load balancing, …
v  Re-association is done by the management software
10!NavTalks, October, 2012!
HotSDN & HotNets 2012
(towards future Internet architectures)
Papers:
Ø  Fabric: A Retrospective on Evolving SDN
§  Borrowing ideas from MPLS (simple cores/data planes)
§  Separation: fabric and edge elements
§  Two OpenFlows? One for edge and one for core/fabric?
Ø  Software-Defined Internet Architecture: Decoupling
Architecture from Infrastructure
§  Key elements: MPLS, SDNs, Middleboxes, Software Forwarding
§  Core routers/backbones: any technology (Fabric-like)
§  Edge routers: Software-Defined Routers (SDRs?)
v  Software-based forwarding and control (e.g. OpenFlow)
11!NavTalks, October, 2012!
Roadmap
1.  HotSDN and HotNets hot topics
2.  SDNs: evolution & improvements
3.  On SDN controllers
4.  Final notes & pointers
12!NavTalks, October, 2012!
SDNs: evolution
(from LANs to end user NaaS)
1.  LANs: Ethane - Taking Control of the Enterprise
2.  WANs (Wi-Fi): Towards Programmable Enterprise WLANs With Odin
3.  WANs: Inter-Datacenter WAN with centralized TE using SDN and OpenFlow
4.  Backbones: Fabric: A Retrospective on Evolving SDN
5.  Internet architecture: Software-Defined Internet Architecture:
Decoupling Architecture from Infrastructure
6.  Cellular Networks: Toward Software-Defined Cellular Networks
7.  xDSL (and related) Networks: ???
8.  NaaS (LAN): Programming Your Network at Run-time for Big Data
Applications
9.  NaaS (WAN/LAN): ???
13!NavTalks, October, 2012!
SDNs: evolution
14!NavTalks 2012!
SDNs: evolution
(on future NaaS to end users)
MPLS GMPLS
Optical(L1)
SaaS
Users
PaaS
Users
IaaS
Users
SaaS
Provider
IaaS
Provider
Content
Provider
PaaS
Provider
Wireless
Broadband
15!NavTalks 2012!
SDNs: improvements
(scalability: from 30K to 1M flows/s)
Challenge: 100 edge switches = 10M flows/s
Ø  Original NOX: 30K flows/s
Ø  Maestro: 300K & 600K flows/s
§  Scales linearly (?) with the number of machines
v  10M / 300K = 34 Maestro instances
Ø  NOX-MT: 1M flows/s
§  1.8M flows/s for 32/64 edge switches (105 MACs/switch)
§  1.0M flows/s for 256 edge switches
v  10M / 1M = 10 NOX-MT instances
Ø  Kandoo: ? flows/s
§  Two-layers of controllers (local and root)
§  Can easily scale to N (?) on-demand edge switches
16!NavTalks 2012!
SDNs: improvements
(scalability: from 30K to 1M flows/s)
Challenge: 100 edge switches = 10M flows/s
Ø  Original NOX: 30K flows/s
Ø  Maestro: 300K & 600K flows/s
§  Scales linearly (?) with the number of machines
v  10M / 300K = 34 Maestro instances
Ø  NOX-MT: 1M flows/s
§  1.8M flows/s for 32/64 edge switches (105 MACs/switch)
§  1.0M flows/s for 256 edge switches
v  10M / 1M = 10 NOX-MT instances
Ø  Kandoo: ? flows/s
§  Two-layers of controllers (local and root)
§  Can easily scale to N (?) on-demand edge switches
17!NavTalks 2012!
SDNs: improvements
(scalability: fighting with the counters)
Ø  DevoFlow
§  Reduce control traffic (updates of counters)
Ø  Software-Defined Counters (SDCs)
§  Solve the counters’ ASIC design problem
Ø  DIFANE
§  Reduce control overhead (counters)
Ø  Software-Defined Cell Networks (SDCNs?)
§  Reduce control overhead (counters)
§  Use specific TCAMs/tables for DPI
Ø  Kandoo
§  Scalable controllers (reduce the monitoring overhead)
18!NavTalks 2012!
SDNs: improvements
(scalability: fighting with the counters)
Ø  DevoFlow
§  Reduce control traffic (updates of counters)
Ø  Software-Defined Counters (SDCs)
§  Solve the counters’ ASIC design problem
Ø  DIFANE
§  Reduce control overhead (counters)
Ø  Software-Defined Cell Networks (SDCNs?)
§  Reduce control overhead (counters)
§  Use specific TCAMs/tables for DPI
Ø  Kandoo
§  Scalable controllers (reduce the monitoring overhead)
19!NavTalks 2012!
Roadmap
1.  HotSDN and HotNets hot topics
2.  SDNs: evolution & improvements
3.  On SDN controllers
4.  Final notes & pointers
20!NavTalks 2012!
On SDN controllers
(the OpenFlow example)
… … ……
Data plane tier
Controller tier
Application tier
Controller
(Server Software)Controller
(Server Software)
21!NavTalks 2012!
On SDN controllers
(software is now king: take care of it)
… … ……
Controller
(Server Software)Controller
(Server Software)
Challenge:
modular,
updatable and
secure software
Challenges:
modular, hot-
updatable and
secure software
Challenges:
modular, hot-
updatable,
secure and
reliable software
22!NavTalks 2012!
On SDN controllers
(inside a controller)
Raw-
Packet
Task
Queue
Input
Stage
Output
Stage
Discovery
Intradomain
Routing
Routing
Table
Authenti-
cation
Route
Flow
Periodic
Timer Discovery
Updates
Topology
Changes
LLDP
Packets
Flow
Requests
Flow
Requests
Config
Msgs
LLDP
PacketsTriggers
Controller (Server Software)
23!NavTalks 2012!
On SDN controllers
(simple app/policies using NOX with FML)
FML (Flow-based Management Language)
Basic format:	
  allow(Us, Hs, As, Ut, Ht, At, Prot, Req) <= …
Policy P3
allow(Flow) <= Prot = arp
allow(Flow) <= Prot = dhcp
allow(Flow) <= Ht = auth_server ^ Prot = http
allow(Flow) <= Hs = auth_server ^ Prot = http
Policy P2
httpRedirect(Flow, 307, auth_server) <= Us = unknown ^ Prot = http
Policy P1
deny(Flow) <= Us = unknown
	
  
Deny all flows
from non-
authenticated
users
24!NavTalks 2012!
On SDN controllers
SDN
Controller
Interdomain
routing
Quagga =>
RouteFlow
25!NavTalks 2012!
On SDN controllers
(challenges)
Ø  Secure & Resilient Controllers
Ø  Examples of open issues
§  Distributed controllers (e.g. Onix, HyperFlow)
v  Only weak data consistency
v  Only crash faults are tolerated
§  Centralized controllers (e.g. NOX, Foodlight,
Beacon, Maestro)
v  Single points of failure
§  Common issues (lack of)
v  Assured strong data and operation integrity
v  Support for tolerating Byzantine behavior
26!NavTalks 2012!
Ø  Redundancy
§  e.g. controller clusters (e.g. Onix)
Ø  Efficient fail-over mechanisms
Ø  Distribution taking into consideration:
§  Strong data consistency mechanisms
§  Techniques for strong mutual authentication,
integrity and confidentiality
Ø  Fault and Intrusion Tolerant (FIT)
Controllers
Ø  …
On SDN controllers
(things to do/evaluate/improve)
27!NavTalks 2012!
Roadmap
1.  HotSDN and HotNets hot topics
2.  SDNs: evolution & improvements
3.  On SDN controllers
4.  Final notes & pointers
28!NavTalks 2012!
Controllers out there
(ready to use tools)
Name Lang Platforms License Link
NOX C++/Python Linux GPL http://www.noxrepo.org/
Floodlight Java Any Apache http://floodlight.openflowhub.org/
Maestro Java
Win,
Linux, Mac
LGPL
http://code.google.com/p/maestro-
platform/
Beacon Java
Linux,
Mac, Win
GPL &
FOSS
http://openflow.stanford.edu/
display/Beacon
Trema C/Ruby Linux GPL2 http://trema.github.com/trema/
NodeFlow JavaScript http://garyberger.net/?p=537
RouteFlow Linux Apache
https://sites.google.com/site/
routeflow/
FlowVisor Java
https://openflow.stanford.edu/
display/DOCS/Flowvisor
See more examples at http://yuba.stanford.edu/~casado/of-sw.html
29!NavTalks 2012!
Ø  Flexibility is the main turn key in SDNs
Ø  Scalability/performance issues are solvable
§  Ongoing and future engineering & research tasks
Ø  Software is the king!
§  Going back to software-based forwarding
§  Network virtualization is going wild
Ø  Keep it simple! Decoupling infra from arch.
§  Very simple and efficient data planes (ASICs, …)
§  Very simple abstractions (designs & programming)
§  Advanced control planes & software apps
Final Notes
(try to keep in mind)
30!NavTalks 2012!
Ø  ONRC Reseach (Stanford, Berkeley, ON.LAB)
§  http://onrc.stanford.edu/research.html
Ø  SDNCentral
§  http://www.sdncentral.com/
Ø  Conferences & Workshops
§  Hot-Nets, Hot-SDN, Hot-ICE, …
§  SIGCOMM, Usenix NSDI, …
Ø  Some tech stuff
§  OpenFlow: http://www.openflow.org/
§  OpenvSwitch: http://openvswitch.org/
§  …
Some pointers
(cool projects, publications & tech stuff)

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SDNs: hot topics, evolution & research opportunities

  • 1. SDNs: hot topics, evolution & research opportunities Diego Kreutz kreutz@lasige.di.fc.ul.pt LASIGE - Large-Scale Informatics Systems Laboratory FCUL - Faculty of Sciences of University of Lisbon
  • 2. 2!NavTalks, October, 2012! Roadmap 1.  HotSDN & HotNets hot topics 2.  SDNs: evolution & improvements 3.  On SDN controllers 4.  Final notes & pointers
  • 3. 3!NavTalks, October, 2012! Roadmap 1.  HotSDN & HotNets hot topics 2.  SDNs: evolution & improvements 3.  On SDN controllers 4.  Final notes & pointers
  • 4. 4!NavTalks, October, 2012! HotSDN & HotNets 2012 (hot topics & open research/engineering) Ø  Troble Shooting and Debugging Ø  Delivering assured SDNs §  Make sure they work correctly Ø  Look more at operators practices Ø  Think more about OpenFlow-like protocols Ø  High level abstractions to put intelligence into the network Ø  OpenFlow-based WANs are becoming a reality
  • 5. 5!NavTalks, October, 2012! HotSDN & HotNets 2012 (hot topics & open research/engineering) Ø  Seriously engineering (e.g. performance) Ø  Improve SDNs with things from security and reliability areas Ø  Reduce the gap between research and practical stuff Ø  Think again (“call to arms”)! SDNs are not yet there. §  We are only on chapter 1. There are at least 9 more chapters to go.
  • 6. 6!NavTalks, October, 2012! HotSDN & HotNets 2012 (examples of papers/ideas) Paper: Where is the Debugger for my Software-Defined Network? Ø  Faced problem: debug the network while developing an in-network load balancer §  Bug 1: no match rule in the middle of the network §  Bug 2: servers at wrong location §  Bug 3: servers that do not connect to clients Ø  Solution: ndb (similar to gdb) §  Allow online debugging §  Use small postcards to reconstruct and debug §  First primitives: breakpoint and backtrace
  • 7. 7!NavTalks, October, 2012! HotSDN & HotNets 2012 (examples of papers/ideas) Paper: Hey, You Darned Counters! Get Off My ASIC! Ø  Faced problem: counters are a big issue in hardware design and development §  It is not easy and cheap to put specific counters inside ASICs §  OpenFlow has many counters (per flow/rule: received packets, received bytes, duration, …) Ø  Solution: Software-Defined Counters (SDCs) §  Use off-the-shelf CPUs §  Let the software/CPUs deal with the counters §  End up with: flexibility, scalability and less hw costs
  • 8. 8!NavTalks, October, 2012! HotSDN & HotNets 2012 (examples of papers/ideas) Paper: Programming Your Network at Run-time for Big Data Applications Ø  Problem: waste of networking resources §  Applications are not optimized for the network §  The network is not optimized for the applications Ø  Solution: NaaS for specific applications (e.g. Hadoop) inside datacenters §  Goal: optimize app performance and net utilization §  Applications can request resources §  Applications can drive the network use §  Routing is done based on each app’s requirements
  • 9. 9!NavTalks, October, 2012! HotSDN & HotNets 2012 (examples of papers/ideas) Paper: Towards Programmable Enterprise WLANs with Odin Ø  Problem: association decisions are made by clients and not the infrastructure §  Handoffs are expensive §  Things such as load distribution are yet not feasible Ø  Solution: light virtual APs (LVAP) with Odin §  Framework do empower network operators v  No changes on 802.11 standard v  One LVAP abstraction per client (unique BSSID) v  For the app, a user is attached to an “Ethernet port” §  Applications: seamless mobility, load balancing, … v  Re-association is done by the management software
  • 10. 10!NavTalks, October, 2012! HotSDN & HotNets 2012 (towards future Internet architectures) Papers: Ø  Fabric: A Retrospective on Evolving SDN §  Borrowing ideas from MPLS (simple cores/data planes) §  Separation: fabric and edge elements §  Two OpenFlows? One for edge and one for core/fabric? Ø  Software-Defined Internet Architecture: Decoupling Architecture from Infrastructure §  Key elements: MPLS, SDNs, Middleboxes, Software Forwarding §  Core routers/backbones: any technology (Fabric-like) §  Edge routers: Software-Defined Routers (SDRs?) v  Software-based forwarding and control (e.g. OpenFlow)
  • 11. 11!NavTalks, October, 2012! Roadmap 1.  HotSDN and HotNets hot topics 2.  SDNs: evolution & improvements 3.  On SDN controllers 4.  Final notes & pointers
  • 12. 12!NavTalks, October, 2012! SDNs: evolution (from LANs to end user NaaS) 1.  LANs: Ethane - Taking Control of the Enterprise 2.  WANs (Wi-Fi): Towards Programmable Enterprise WLANs With Odin 3.  WANs: Inter-Datacenter WAN with centralized TE using SDN and OpenFlow 4.  Backbones: Fabric: A Retrospective on Evolving SDN 5.  Internet architecture: Software-Defined Internet Architecture: Decoupling Architecture from Infrastructure 6.  Cellular Networks: Toward Software-Defined Cellular Networks 7.  xDSL (and related) Networks: ??? 8.  NaaS (LAN): Programming Your Network at Run-time for Big Data Applications 9.  NaaS (WAN/LAN): ???
  • 14. 14!NavTalks 2012! SDNs: evolution (on future NaaS to end users) MPLS GMPLS Optical(L1) SaaS Users PaaS Users IaaS Users SaaS Provider IaaS Provider Content Provider PaaS Provider Wireless Broadband
  • 15. 15!NavTalks 2012! SDNs: improvements (scalability: from 30K to 1M flows/s) Challenge: 100 edge switches = 10M flows/s Ø  Original NOX: 30K flows/s Ø  Maestro: 300K & 600K flows/s §  Scales linearly (?) with the number of machines v  10M / 300K = 34 Maestro instances Ø  NOX-MT: 1M flows/s §  1.8M flows/s for 32/64 edge switches (105 MACs/switch) §  1.0M flows/s for 256 edge switches v  10M / 1M = 10 NOX-MT instances Ø  Kandoo: ? flows/s §  Two-layers of controllers (local and root) §  Can easily scale to N (?) on-demand edge switches
  • 16. 16!NavTalks 2012! SDNs: improvements (scalability: from 30K to 1M flows/s) Challenge: 100 edge switches = 10M flows/s Ø  Original NOX: 30K flows/s Ø  Maestro: 300K & 600K flows/s §  Scales linearly (?) with the number of machines v  10M / 300K = 34 Maestro instances Ø  NOX-MT: 1M flows/s §  1.8M flows/s for 32/64 edge switches (105 MACs/switch) §  1.0M flows/s for 256 edge switches v  10M / 1M = 10 NOX-MT instances Ø  Kandoo: ? flows/s §  Two-layers of controllers (local and root) §  Can easily scale to N (?) on-demand edge switches
  • 17. 17!NavTalks 2012! SDNs: improvements (scalability: fighting with the counters) Ø  DevoFlow §  Reduce control traffic (updates of counters) Ø  Software-Defined Counters (SDCs) §  Solve the counters’ ASIC design problem Ø  DIFANE §  Reduce control overhead (counters) Ø  Software-Defined Cell Networks (SDCNs?) §  Reduce control overhead (counters) §  Use specific TCAMs/tables for DPI Ø  Kandoo §  Scalable controllers (reduce the monitoring overhead)
  • 18. 18!NavTalks 2012! SDNs: improvements (scalability: fighting with the counters) Ø  DevoFlow §  Reduce control traffic (updates of counters) Ø  Software-Defined Counters (SDCs) §  Solve the counters’ ASIC design problem Ø  DIFANE §  Reduce control overhead (counters) Ø  Software-Defined Cell Networks (SDCNs?) §  Reduce control overhead (counters) §  Use specific TCAMs/tables for DPI Ø  Kandoo §  Scalable controllers (reduce the monitoring overhead)
  • 19. 19!NavTalks 2012! Roadmap 1.  HotSDN and HotNets hot topics 2.  SDNs: evolution & improvements 3.  On SDN controllers 4.  Final notes & pointers
  • 20. 20!NavTalks 2012! On SDN controllers (the OpenFlow example) … … …… Data plane tier Controller tier Application tier Controller (Server Software)Controller (Server Software)
  • 21. 21!NavTalks 2012! On SDN controllers (software is now king: take care of it) … … …… Controller (Server Software)Controller (Server Software) Challenge: modular, updatable and secure software Challenges: modular, hot- updatable and secure software Challenges: modular, hot- updatable, secure and reliable software
  • 22. 22!NavTalks 2012! On SDN controllers (inside a controller) Raw- Packet Task Queue Input Stage Output Stage Discovery Intradomain Routing Routing Table Authenti- cation Route Flow Periodic Timer Discovery Updates Topology Changes LLDP Packets Flow Requests Flow Requests Config Msgs LLDP PacketsTriggers Controller (Server Software)
  • 23. 23!NavTalks 2012! On SDN controllers (simple app/policies using NOX with FML) FML (Flow-based Management Language) Basic format:  allow(Us, Hs, As, Ut, Ht, At, Prot, Req) <= … Policy P3 allow(Flow) <= Prot = arp allow(Flow) <= Prot = dhcp allow(Flow) <= Ht = auth_server ^ Prot = http allow(Flow) <= Hs = auth_server ^ Prot = http Policy P2 httpRedirect(Flow, 307, auth_server) <= Us = unknown ^ Prot = http Policy P1 deny(Flow) <= Us = unknown   Deny all flows from non- authenticated users
  • 24. 24!NavTalks 2012! On SDN controllers SDN Controller Interdomain routing Quagga => RouteFlow
  • 25. 25!NavTalks 2012! On SDN controllers (challenges) Ø  Secure & Resilient Controllers Ø  Examples of open issues §  Distributed controllers (e.g. Onix, HyperFlow) v  Only weak data consistency v  Only crash faults are tolerated §  Centralized controllers (e.g. NOX, Foodlight, Beacon, Maestro) v  Single points of failure §  Common issues (lack of) v  Assured strong data and operation integrity v  Support for tolerating Byzantine behavior
  • 26. 26!NavTalks 2012! Ø  Redundancy §  e.g. controller clusters (e.g. Onix) Ø  Efficient fail-over mechanisms Ø  Distribution taking into consideration: §  Strong data consistency mechanisms §  Techniques for strong mutual authentication, integrity and confidentiality Ø  Fault and Intrusion Tolerant (FIT) Controllers Ø  … On SDN controllers (things to do/evaluate/improve)
  • 27. 27!NavTalks 2012! Roadmap 1.  HotSDN and HotNets hot topics 2.  SDNs: evolution & improvements 3.  On SDN controllers 4.  Final notes & pointers
  • 28. 28!NavTalks 2012! Controllers out there (ready to use tools) Name Lang Platforms License Link NOX C++/Python Linux GPL http://www.noxrepo.org/ Floodlight Java Any Apache http://floodlight.openflowhub.org/ Maestro Java Win, Linux, Mac LGPL http://code.google.com/p/maestro- platform/ Beacon Java Linux, Mac, Win GPL & FOSS http://openflow.stanford.edu/ display/Beacon Trema C/Ruby Linux GPL2 http://trema.github.com/trema/ NodeFlow JavaScript http://garyberger.net/?p=537 RouteFlow Linux Apache https://sites.google.com/site/ routeflow/ FlowVisor Java https://openflow.stanford.edu/ display/DOCS/Flowvisor See more examples at http://yuba.stanford.edu/~casado/of-sw.html
  • 29. 29!NavTalks 2012! Ø  Flexibility is the main turn key in SDNs Ø  Scalability/performance issues are solvable §  Ongoing and future engineering & research tasks Ø  Software is the king! §  Going back to software-based forwarding §  Network virtualization is going wild Ø  Keep it simple! Decoupling infra from arch. §  Very simple and efficient data planes (ASICs, …) §  Very simple abstractions (designs & programming) §  Advanced control planes & software apps Final Notes (try to keep in mind)
  • 30. 30!NavTalks 2012! Ø  ONRC Reseach (Stanford, Berkeley, ON.LAB) §  http://onrc.stanford.edu/research.html Ø  SDNCentral §  http://www.sdncentral.com/ Ø  Conferences & Workshops §  Hot-Nets, Hot-SDN, Hot-ICE, … §  SIGCOMM, Usenix NSDI, … Ø  Some tech stuff §  OpenFlow: http://www.openflow.org/ §  OpenvSwitch: http://openvswitch.org/ §  … Some pointers (cool projects, publications & tech stuff)