SlideShare una empresa de Scribd logo
1 de 94
Softwarized dataplanes and the P3 trade-offs:
Programmability, Performance, Portability
Prof. Christian Esteve Rothenberg (DCA/FEEC/UNICAMP)
IEEE 18th International Conference on High Performance Switching and Routing
18-21 JUNE 2017 // CAMPINAS, BRAZIL
2
Agenda
• Network Softwarization
oIntroduction & Motivation
oBackground & Intellectual History
• On Trade-offs in Distributed Systems &Networking
• The P3 trade-offs of softwarized data planes
Introduction & Motivation
Network Softwarization
Network Softwarization i.e., NFV/SDN/xyz
Existing
• CLIs
• Closed Source
• Vendor Lead
• Classic Network Appliances
New
• APIs
• Open Source
• Customer Lead
• Virtual Network Functions
(NFV)
Source: Adapted from Kyle Mestery, Next Generation Network Developer Skills
Programmability
SW
5
A means to make the network more flexible and simple
by minimising dependence on HW constraints
The NFV Concept
Source: Adapted from Raj Jain
6
Network equipment as
Black boxes
Open interfaces (OpenFlow) for
instructing the boxes what to do
SDN
Boxes with autonomous
behaviour Decisions are taken out of the box
FEATURE FEATURE
OPERATING SYSTEM
SPECIALIZED PACKET
FORWARDING HARDWAREFEATURE FEATURE
OPERATING SYSTEM
SPECIALIZED PACKET
FORWARDING HARDWARE
FEATURE FEATURE
OPERATING SYSTEM
SPECIALIZED PACKET
FORWARDING HARDWAREFEATURE FEATURE
OPERATING SYSTEM
SPECIALIZED PACKET
FORWARDING HARDWARE
SDN
Adapting OSS to manage black boxes
Simpler OSS to manage the SDN
controller
SDN
FEATURE FEATURE
OPERATING SYSTEM
SPECIALIZED PACKET
FORWARDING HARDWAREFEATURE FEATURE
OPERATING SYSTEM
SPECIALIZED PACKET
FORWARDING HARDWARE
FEATURE FEATURE
OPERATING SYSTEM
SPECIALIZED PACKET
FORWARDING HARDWAREFEATURE FEATURE
OPERATING SYSTEM
SPECIALIZED PACKET
FORWARDING HARDWARE
Software Defined Networking (SDN)
Source: Adapted from D. Lopez Telefonica I+D, NFV
7
NFV vs. SDN
SDN ››› flexible forwarding & steering of traffic in a
physical or virtual network environment
[Network Re-Architecture]
NFV ››› flexible placement of virtualized network
functions across the network & cloud
[Appliance Re-Architecture] (initially)
››› SDN & NFV are complementary tools for
achieving full network programmability
8
SDN & NFV :: Network Programmability / Flexibility
Sources: Ahmad Rostami, Ericsson Research (Kista): http://www.itc26.org/fileadmin/ITC26_files/ITC26-Tutorial-Rostami.pdf and Uwe Michel, T-Systems
10
Why Network Softwarization, i.e., NFV/SDN?
1. Virtualization: Use network resource without worrying about where it
is physically located, how much it is, how it is organized, etc.
2. Orchestration: Manage thousands of devices
3. Programmability: Should be able to change behavior on the fly.
4. Dynamic Scaling: Should be able to change size, quantity, as a F(load)
5. Automation: Let machines / software do humans’ work
6. Visibility: Monitor resources, connectivity
7. Performance: Optimize network device utilization
8. Multi-tenancy: Slice the network for different customers (as-a-Service)
9. Service Integration: Let network management play nice with OSS/BSS
10. Openness: Full choice of modular plug-ins
Source: Adapted from Raj Jain
Portability?
11
Why Network Softwarization, i.e., NFV/SDN?
1. Virtualization: Use network resource without worrying about where it
is physically located, how much it is, how it is organized, etc.
2. Orchestration: Manage thousands of devices
3. Programmability: Should be able to change behavior on the fly.
4. Dynamic Scaling: Should be able to change size, quantity, as a F(load)
5. Automation: Let machines / software do humans’ work
6. Visibility: Monitor resources, connectivity
7. Performance: Optimize network device utilization
8. Multi-tenancy: Slice the network for different customers (as-a-Service)
9. Service Integration: Let network management play nice with OSS/BSS
10. Openness: Full choice of modular plug-ins
Source: Adapted from Raj Jain
Portability?
12
Key benefits of programmable forwarding
1. New features: Realize new protocols and behaviors very quickly
2. Reduce complexity: Remove unnecessary features and tables
3. Efficient use of H/W resources: Achieve biggest bang for buck
4. Greater visibility: New diagnostics, telemetry, OAM, etc.
5. Modularity: Compose forwarding behavior from libraries
6. Portability: Specify behavior once; compile to many devices
7. Own your own network: No need to wait for next chips or systems
Source: Adapted from SIGCOMM’16 P4 Tutorial
Background
Background & Intellectual History
14
Intellectual History of Programmable Networks
Source: N. Feamster, J. Rexford, E. Zegura. The Road to SDN: An Intellectual History of Programmable Networks.
SDN NFV
15
Network Programmability Layers
Source: CISCO, Introducing Network Programmability Fundamentals Part#: CTOD-SDN-1.0-017141
https://learningnetworkstore.cisco.com/cyber-monday/introducing-network-programmability-fundamentals-elt-sdnb-1-0-019041
16
Innovations of NFV
Source: Adapted from Raj Jain
17
Networking as Learned in School (text books)
Source: Martin Casado CS244 Spring 2013, Lecture 6, SDN
18
Networking in Practice
“in theory,theoryandpracticearethesame;
in practicetheyarenot...”
Source: Martin Casado CS244 Spring 2013, Lecture 6, SDN
19
Tens of Millions of lines of code
Closed, proprietary, outdated
Hundreds of protocols
6,500 RFCs
Billions of gates
Power hungry and bloated
Vertically integrated, complex, closed, proprietary
Not good for network owners and users
Specialized Packet
Forwarding Hardware
Specialized Control Plane
Specialized Features
Problem with Internet Infrastructure
Source: ON.LAB
20
Trend
Source: ON.LAB
21
SDN to the rescue!
22
So, What is SDN?
“OpenFlow is SDN, but SDN is not OpenFlow”
(Does not say much about SDN) ̶̶̶̶̶̶̶̶̶ Networking community
“Don’t let humans do machines’ work”
(probably right…) ̶̶̶̶̶̶̶̶̶ Networking Professional
“Let’s call SDN whatever we can ship today”
(aka SDN washing) ̶̶̶̶̶̶̶̶̶ Vendor X
“SDN is the magic buzzword that will bring us VC funding”
(hmmm… N/A, N/C) ̶̶̶̶̶̶̶̶̶ Startup Y
“SDN is the magic that will get my paper/grant accepted”
(maybe but not at HPSR?) ̶̶̶̶̶̶̶̶̶ Researcher Z
23
SDN definitions
• With the original (OpenFlow) definition, SDN represented a network
architecture where the forwarding state is solely managed by a control
plane and is decoupled from the data plane.
• The industry, however, has moved on from the original academic purist
view of SDN to referring to anything disruptive or fundamentally new as
part of SDN.
• At least two definitions for SDN:
1.academic
(purist view : strict decoupling
of the data and control plane)
2.industry
(many-fold business-driven views)
SDN :: evolving definition
24
SDN asks (at least) three major questions
Where the control plane resides
“Distributed vs Centralized” ?
How does the Control Plane talk
to the Data Plane ?
How are Control and
Data Planes programmed ?
Source: Adapted from T. Nadeu, slides-85-sdnrg-5.pptx
25
SDN asks (at least) three major questions
Where the control plane resides
“Distributed vs Centralized” ?
• What state belongs in distributed protocols?
• What state must stay local to switches?
• What state should be centralized?
• What are the effects of each on:
- State synchronization overhead
- Total control plane overhead
- System stability and resiliency
- Efficiency in resource use
- Control loop tightness
Source: Adapated from E. Crabbe, slides-85-sdnrg-7.pdf
1
26
SDN asks (at least) three major questions
• Prop. IPC
• OpenFlow (with or w/extensions)
• Open Source south-bound protocols
• Via SDN controller broker and south-bound plug-ins
• Other standardized protocols
• What are the effects of each on:
- Interoperability, Evolvability, Performance
- Vendor Lock-in
How does the Control Plane
talk to the Data Plane ?2
Source: Adapated from E. Crabbe, slides-85-sdnrg-7.pdf
27
SDN asks (at least) three major questions
• Levels of Abstraction
• Domain Specific Language
• Open APIs
• Standardized Protocols
• What are the effects of each on:
- Data plane flexibility and performance
- Integration with legacy
- Interoperability (CP / DP)
- Vendor lock-in
How are Control and
Data Planes programmed ?3
Source: Adapated from E. Crabbe, slides-85-sdnrg-7.pdf
28
V 1.0 :: Single flow table as prioritized list of rules
• Priority: disambiguate overlapping patterns
• Pattern: match packet header bits
• Actions: drop, forward, modify, send to controller
• Counters: number of bytes and packets
Priority Pattern Actions Counters
3 srcip=1.0.*.* Forward(1) 3, 4500
2 dstip=1.2.3.4, dstport=80 dstip:=10.0.0.1, Forward(2) 5, 6018
1 srcport=25 Send to controller 1, 512
0 * Drop 2, 1024
29
Enabling New SDN Applications
• Wide-area traffic engineering
• Network virtualization for multi-tenant data centers
• Steering traffic through middleboxes
• Seamless mobility and migration
• Server load balancing
• Dynamic access control
• Using multiple wireless access points
• Energy-efficient networking
• Blocking denial-of-service attacks
• Adaptive traffic monitoring
• <Your app here!>
Source: Image, Xinguard | OpenFlow principle
30
Limitations of OpenFlow 1.0
• Most switches can do much more
• Multiple stages of match-action tables
• E.g., Ethernet, IP, access control lists (ACLs)
• Many applications need much more
• Multiple policies (e.g., ACL, routing, monitoring)
• Matching on more header fields
• Limited TCAM space in legacy switches
• E.g., a few thousand rules in the wide TCAM
30
MAC
learning
Access control IP
Source: J. Rexford / P4
31
Over the Past Five Years…
Version Date # Headers
OF 1.0 Dec 2009 12
OF 1.1 Feb 2011 15
OF 1.2 Dec 2011 36
OF 1.3 Jun 2012 40
OF 1.4 Oct 2013 41
• Proliferation of header fields
• Multiple stages of heterogeneous tables
• Still not enough (e.g., VXLAN, NVGRE, STT, …)
• The HW vs. SW divide on OpenFlow v1.x support (+ optional features!)
32
Future SDN Switches (New generation of switch ASICs)
• Configurable packet parser
• Not tied to a specific header format
• Flexible match+action tables
• Multiple tables (in series and/or parallel)
• Able to match on all defined fields
• General packet-processing primitives
• Copy, add, remove, and modify
• For both header fields and meta-data
PISA : Profocol Independent Switch Architecture
P
A
R
S
E
R
Match Action
34
Datapath Programmability
Programmable Network Devices
• PISA: Flexible Match+Action ASICs
◦ Intel Flexpipe, Cisco Doppler,
Cavium (Xpliant), Barefoot Tofino,
• NPU
◦ EZchip, Netronome, …
• FPGA
◦ Xilinx, Altera, (Intel)
• CPU
◦ Open Vswitch, eBPF, DPDK, VPP...
But, programming these chips is hard
• Custom, vendor-specific interfaces
• Low-level, think microcode programming
35
Programming Protocol-independent Packet Processors
• High Level Abstractions
• Protocol Independent
• Target Agnostic
• Language & Architecture Separation
• Multiple ingress/egress pipeline support
See http://p4.org/ for code and specs (The current release of the language is P416)
36
P4 :: Three Goals
Protocol independence
◦ Define a packet parser
◦ Define a set of typed match+action tables
Target independence
◦ Program without knowledge of packet-
processing device details
◦ Let compilers configure the target device
In-field Re-configurability
◦ Allow the users to change parsing and
processing program in the field
P. Bosshart, D. Daly, G. Gibb, M. Izzard, N. McKeown, J. Rexford, C. Schlesinger,
D. Talayco, A. Vahdat, G. Varghese, and D. Walker “P4: Programming
protocol-independent packet processors,” SIGCOMM CCR, July 2014
37
P4 :: All the way down to programmability
P4 configuration abstractions:
• Header
– Ordered list of fields with name and width
• Parser
– State machine traversing the packet to extract header fields (If
ethertype == 0x800 then…)
• Action functions
– Custom functions made of primitive actions
(add_field,remove_header, copy, set, increment, checksum, etc…)
• Typed tables
– What fields are matched in what way
(exact match, longest prefix, range, etc...)
• Control flow
– Table application order, conditionals, functions
• Stateful memories
– Counters, meters and registers which persist across packets
38
P4 :: All the way down to programmability
39
“Classic” OpenFlow (1.x) vs. “OpenFlow 2.0”
39
Target Switch
SDN Control Plane
Populating
Installing and
querying rules
Target Switch
SDN Control Plane
Populating:
Installing and
querying rules
Compiler
Configuring:
Parser, tables,
and control flow
Parser & Table
Configuration
Rule
Translator
41
P4-Based Workflow
42
Legacy
Different SDN Models to Program / Refactor the Stack
Data Plane
Mgm.APIs
Distributed
L2/L3
Control Plane
Managemt
Software
Southbound
Agent
(e.g. OF)
Network Controller / OS
Southbound
Protocol (e.g. OF)
Business / Control Apps
Northbound APIs
Mgm.
HAL APIs / Drivers
Orchestrator
APIs
Compiler
Auto-GeneratedTarget Binary
SDN
VNF
GP-CPU
(x86, ARM)
HW Resources
Virtualization
DP
CP
M
g
m.
NFV
VNFM
(Manager)
VIM
(Infra-M)
OSS/BSS
APIs
Southbound
APIs/Plugins
Mgm. Apps
Network OS / Bare Metal Switches
On trade-offs in networking
Including discussion on Universal Laws and Architectures
48
Trade-offs :: There are many…
49
Trade-offs :: More…
50
P^3 trade-offs in Network Softwarization
Realm of
the
Impossible
?
Plane of the
Possible?
Performance
Performance
Portability Programmability
51
Slide courtesy: D. Meyer
52
Source: D. Meyer
On Universal Laws and Architectures [Turing]
Performance
Programmability
53
Source: J. Doyle
On Universal Laws and Architectures
Performance
Programmability
54
Overlaying Tradeoffs
Slide courtesy: D. Meyer / J. Doyle
Programmability
Performance
55
Layered architectures make Robustness and Evolvability compatible
Source: adapted from D. Meyer / Doyle
Think OS Kernel + Libraries/Drivers
• Plug-in Architectures
• Control Plane Drivers + APIs
• Model-Driven Everything
SDN / NFV Orchestrator?
56
Source: J. Doyle
Universal Laws and Architectures
57
Universal Laws and Architectures
59
P3 trade-offs: Programmability, Performance, Portability
:: packets/sec processed
(could be normalized per Energy or Cost)
:: ability to (re-)define the
dataplane behaviour
:: ability to easily transfer the
dataplane logic to a new platform
60
P3 trade-offs: Programmability, Performance, Portability
Realm of the
Impossible?
How to push the hard limits?
61
Dataplane trade-offs: Programmability, Performance
Performance
Programmability
ASIC NPU CPU
x86
Cavium TX
Ethernet switch
Assuming same use case.
Normalized for chip technology
and transistor count.
How big is the difference?
Source: Pongracz G, Molnar L, Kis ZL, Turanyi Z. Cheap silicon: a myth or reality? Picking the right
data plane hardware for software defined networking. HotSDN13
+
+
62
Programmability
Portability
P3 trade-offs: Programmability, Performance, Portability
ASIC
NPU
CPU
Performance
+
How portable is the code defining the logic of an ASIC-based dataplane
or the SW-based dataplane on an NPU or CPU?
63
P3 trade-offs: Increasing Performance
• Overcoming the memory wall
• Structured ASICs
• PISA: New generation of switch ASICs
• High-performance FPGAs
• Fotonics & Packet Optical Integration
• Moore’s law goes manycore
• Advances in high-performance (virtualized) networking stacks
• Fast packet Linux I/O (DPDK, PF_RING, Netamp, VPP…)
64
P3 trade-offs: Increasing Portability
• OpenFlow model not enough
• Dataplane abstractions + Open APIs, e.g. ODP
• High-level DSL (and IR?) e.g., P4
• Multi-Architecture Compiler toolchains
• Model-based everything
• e.g., YANG
Source: ONF PIF
65
P3 trade-offs: Increasing Programmability
• SDN + NFV
• New Programming languages at diferent layers
• Automation
• New control loops (feat. Analytics/AI)
• aka. Knowledge-Defined Networking (KDN)
• Open Source
• Open source SW, HW (think Open Compute Project)
• APIs APIs APIs
• Model-driven networking (taming complexity)
• https://www.ericsson.com/research-blog/sdn/model-driven-networking-looom/
66
Limits of human
understanding
Technological
limits
Hand Crafted Code
Modeling + Code Gen
Slide courtesy of Jonathan Lynam (Ericsson), suggested by Attila Takacs (Ericsson, Inspired by Vinod Khosla @ ONS2014
further info: https://www.ericsson.com/research-blog/sdn/model-driven-networking-looom/
Hand Crafted:
* Lower apparent barrier to entry
* Domain Experts + programmers = ???
Speed, Capacity, Features
Complexity
Tools Driven
* Higher initial complexity
* Machinists, not just Tailors + Apprentices
Goal: keep curve more flat
67
Conclusions
• Exciting times to be in networking
• Software-driven
• The future is all about Software Ecosystems
• Open Interfaces: Protocols, APIs, Code, Tool Chains / “Best of Breed” markets
• Multiple disciplines clashing together
• Networking, OS, compilers, computer architectures, HW/SW co-design
• Fundamental trade-offs
• Technology breakthroughts pushing the hard limits
• Intellectual contributions needed
• Models and automation
• Cost and economic factors as usual will drive winning aproaches
68
References / Further Reading
• John Doyle, Universal laws and architecture
• David Meyer, Macro Trends, Architecture, and the Hidden Nature of Complexity (and
what does this have to do with SDN?)
• Russ White, Tradeoffs in Network Complexity
• P4: http://p4.org/ for code and specs (Current release is P416)
• A. Capone & C. Cascone, SDN tutorial, IEEE Netsoft 2015
• Jonathan Lynam, Model-driven networking, 2016
• Diego Kreutz et al., "Software-Defined Networking: A Comprehensive Survey." In
Proceedings of the IEEE, Vol. 103, Issue 1, Jan. 2015.
• Pattam Gyanesh Patra, Christian Esteve Rothenberg, Gergely Pongrácz. "MACSAD: High
Performance Dataplane Applications on the Move". In IEEE 18th International Conference
on High Performance Switching and Routing (HPSR), Campinas, Brazil, Jun. 2017.
• Ahmad Rostami, Katia Obraczka, and Christian Esteve Rothenberg. Tutorial on SDN, NFV
and Their Role in 5G. In ACM SIGCOMM Tutorials, Florianopolis, Brazil, Aug. 2016.
Thank you!
Questions?
70
Performance
Programmability
Portability
P3 trade-offs: Programmability, Performance, Portability
71
MACSAD Architecture & Workflow 71
BACKUP
• Assistant Professor (tenure track) at FEEC/UNICAMP (since 2013)
• PI leading the INTRIG lab at DCA/FEEC/UNICAMP
INTRIG: Information & Networking Technologies Research & Innovation Group
• Currently, supervising 7 PhD, 5 MSc candidates, and 4 undergrad students
• Research Scientist at CPqD R&D Center in Telecommunication (2010-2013)
• Technical Lead of pioneering SDN/OpenFlow activities in the Converged Networking Division
• ONF Research Associate (since Apr/2013)
• PhD in Electrical and Computer Engineering (FEEC/UNICAMP, 2010)
• MSc in Electrical Eng and Information Technology (Darmstadt University, 2006)
• Bachelor Eng Telecommunication (Universidad Politécnica de Madrid, 2004)
About: Christian Esteve Rothenberg
http://www.dca.fee.unicamp.br/~chesteve/
Research Interests & Results
Software
Defined
Networking
Information
Centric
Networking
Network
Functions
Virtualization
• RouteFlow
(hybrid IP-SDN)
• softswitch13
• libfluid
(ONF Driver)
• Mininet-WiFi :: Wireless
/ Mobility
• SDN-2-SDN Peering
• MD2-NFV
(Multi-Domain Distributed)
• Mini-CCNx -> Mini-NDNx
• LIPSIN
(in-packet Bloom filters)
• Semantic/Ontology-based SW architectures
• 10G+ VNF / Multi-Core Architectures
• VNF-a-a-S / Benchmarking
Research Questions on NFV/SDI
• VNF Benchmarking Methodology & a-a-S APIs and Lifecycle Workflows
• Reproducible Research / R&D / Q&A Practices + Open Source & DevOps
• Highest level Network Service Description & Orchestration (aka. NSO, LSO, LCM)
• Multi-Domain, Peering, Exchanges :: New business models and Information Modeling
• High Performance, Open Source Stacks & Programmable DP (P4)
Open Source minded Research @
• Extensive use of open source in support of research activities.
• Etherpad, Owncloud, Docker, Gitlab, etc.
• Publish versions of papers (in submission/accepted)
• Arxiv.org
• Make “source code” of papers available
• Overleaf, github
• Release all research data to allow third parties to re-use and reproduce
• Github, wiki + readme (instructions on how to reproduce the paper experiments)
• Highlight the reproducibility aspect in the papers
(today: plus, tomorrow: requirement/norm?)
• Students use github (private->public) as the research dev repository
• Even if no paper accepted or in early
• Create community-oriented open source projects
Open Source Research Artifacts
Technical lead of successful open source projects
(see https://github.com/chesteve & https://github.com/intrig-unicamp):
• Mininet-WiFi, Emulator for Software-Defined Wireless Networking
• https://github.com/intrig-unicamp/mininet-wifi
• libfluid, winner of the ONF Driver Competition (Mar/2014)
• http://opennetworkingfoundation.github.io/libfluid/
• Mini-CCNx, fast prototyping and experimentation of CCN networks (2013 - )
• https://github.com/carlosmscabral/mn-ccnx
• softswitch13, first OpenFlow 1.2 and 1.3 soft switch, controller, and testing framework
[funded and in technical collaboration with Ericsson] (2011 - 2013)
• https://github.com/CPqD/ofsoftswitch13
• RouteFlow, first IP routing architecture for SDN (2010 - )
• https://github.com/routeflow/
77
78
The high-performance gourmet recipe...
● Fast packet I/O (DPDK, PF_RING, Netamp, PFQ…)
● Concurrency?
○ Many applications are still implemented as single process/thread
● Lock-less programming (no mutexes or spinlock)
○ Lock-free/wait-free algorithm, amortized atomic operations (CAS and all.)
○ Memory Model (C11,C++11)?
● Polling vs latency
● Memory
○ Zero dynamic memory allocations (0-malloc)
○ Reduced true sharing, zero false-sharing of cache-line
○ NUMA and memory-aware applications? Hugepages?
● Affinity
○ Interrupt affinity of multi-queues NICs?
○ Process/thread pinning, cpu isolation and real-time scheduling...
Source: Nicola Bonelli, Software acceleration for network applications and multi-core architectures.
79
The missing Principles of Modularity
Source: T. Koponen
One SDN to rule them all
Actually not, different reasonable models and approaches to SDN are being pursued
One SDN controller to rule them all, with
a discovery app to find them,
One SDN controller to tell them all, on
which switchport to bind them.
In the Data Center, where the packets fly.
Source Poem: http://dovernetworks.com/?p=83
Further reading: http://theborgqueen.wordpress.com/2014/03/31/the-legend-of-sdn-one-controller-to-rule-them-all/
Different SDN Models
Control-plane component(s) Data-plane component(s)
Canonical/Open SDN
Traditional
Hybrid/Broker Overlay
Compiler
Why Open Source in Networking?
• Higher reliability, more flexibility
• Faster, lower cost, and higher quality development
• Collaborative decisions about new features and roadmaps
• A common environment for users and app developers
• Ability for users to focus resources on differentiating development
• Opportunity to drive open standards
Bottom Line: The open source model significantly accelerates consensus,
delivering high performing, peer-reviewed code that forms a basis for an
ecosystem of solutions.
Source: Open Source in a Closed Network – Prodip Sen (OPNFV Summit 2015)
Standard Development & Open Source Organizations
Source: SDN IEEE Outreach, http://sdn.ieee.org/outreach
Academia
Industry
Foundations : The New Player
Target Collaboration
• Neutral and non-competing
• Legal framework for licensing, copyright, intellectual property management
"Companies feel they can collaborate on an open source project through an independent, not-for-profit entity that they trust
- this is incredibly important to them," --Allison Randa (Board President of Open Source Initiative)
Recent Events involving Open Source
• The Battle for the Hypervisor Switch1
• Open vSwitch vs Nexus1000v vs Hyper-V Virtual Switch
• The Battle for the Cloud: Stack Wars
• Stack wars: OpenStack v. CloudStack v. Eucalyptus
• The Battle for the SDN control platform
• OpenDaylight vs Floodlight vs etc. etc.
• The Battle for the SDN Northbound APIs
• ONF vs OpenDaylight vs OpenStack vs etc.
• ONF OpenFlow Driver Competition
• An open source driver to accelerate developments
1http://www.networkworld.com/community/blog/battle-hypervisor-switch-and-future-networking
NFV >>> Accelerating Transformation
Source: Adapted from D. Lopez Telefonica I+D, NFV
Sisyphus on Different Hills
Telco Operators
Equipment
Vendors
SDOs
2-6 Years
Demand
Drive
Standardise
Implement
Sell
Deploy
Critical mass of
supporters
Develop Deploy Publish
2-6 Months
Telco Cycle Service Providers Cycle
2-6 years 2-6 months
Service Providers
AVAILABLE AVAILABLE
Idea !! Idea !!
Source: Telefonica I+D / ETSI NFV
Open Source SDN/NFV & Standardization
Evolving and accelerating the path to standardization
Further Reading:
• IETF Trends and Observations draft-arkko-ietf-trends-and-observations-00
• Source of table: "When Open Source Meets Network Control Planes." In IEEE
Computer (Special Issue on Software-Defined Networking), vol.47, Nov. 2014.
• Source of figure: A. Manzalini et al., “
Towards 5G Software-Defined Ecosystems”
Open Source Building Blocks
2015 – 2016: Several New Projects
Source: The Open Source NFV Eco-system and OPNFV’s Role Therein – Frank Brockners (OPNFV Summit 2016)
NFV Growing ecosystem
© Fraunhofer FOKUS
NFVO
A growing ecosystem...
5G Related Open Source
Experimentation
Testbeds
Source: http://www.5g-berlin.org/
Continuous Integration Environment
• Continuous Integration tool chain speeds development and facilitates
collaboration
• Gerrit – code review tool
• GitHub - code repository
• Jenkins – automated build tool
• Maven – code build
• Ansible/Chef/Puppet – code deployment tool
• Docker/Vagrant – deployment to Containers/VMs
Source: Open Source Carrier Networking – Chris Donley (OPNFV Summit 2016)
Example: NTT (TM FORUM 2016)
Source: A Transformation From Legacy Operation to Agile Operation – Makoto Eguchi (TM FORUM 2016)
All of This Leads Us To …
Software Defined Networking
DevOps Defined Networking
DevOps
Slide courtesy: Kyle Mestery
Detour on Layered Architectures and
Complexity
And what does this have to do with SDN and Open Source
Some experiences and ongoing activities
More info: Mininet-WiFi: Emulating Software-Defined Wireless Networks
https://github.com/intrig-unicamp/mininet-wifi 100
Mininet-WiFi
More info: Demos
Video 01: https://www.youtube.com/watch?v=_PtSmhf7Z8s
Video 02: https://www.youtube.com/watch?v=H46EPuJDJhc
Video 03: https://www.youtube.com/watch?v=WH6bSOKC7Lk
Mininet-WiFi :: Use Cases
10
2
Trade-offs
State
Surface Optimization
Performance
Portability Programmability

Más contenido relacionado

La actualidad más candente

Introduction to SDN and NFV
Introduction to SDN and NFVIntroduction to SDN and NFV
Introduction to SDN and NFVCoreStack
 
Practical and Incremental Convergence between SDN and Middleboxes
Practical and Incremental Convergence between SDN and MiddleboxesPractical and Incremental Convergence between SDN and Middleboxes
Practical and Incremental Convergence between SDN and MiddleboxesOpen Networking Summits
 
Software-Defined Networking(SDN):A New Approach to Networking
Software-Defined Networking(SDN):A New Approach to NetworkingSoftware-Defined Networking(SDN):A New Approach to Networking
Software-Defined Networking(SDN):A New Approach to NetworkingAnju Ann
 
Software Defined Networking (SDN) Technology Brief
Software Defined Networking (SDN) Technology BriefSoftware Defined Networking (SDN) Technology Brief
Software Defined Networking (SDN) Technology BriefZivaro Inc
 
443029825 cloud-computing-week8-9-pptx
443029825 cloud-computing-week8-9-pptx443029825 cloud-computing-week8-9-pptx
443029825 cloud-computing-week8-9-pptxAbdulqader Al-kaboudei
 
Forecast 2014: Software Defined Networking - What's New?
Forecast 2014: Software Defined Networking - What's New? Forecast 2014: Software Defined Networking - What's New?
Forecast 2014: Software Defined Networking - What's New? Open Data Center Alliance
 
Introduction to Software-defined Networking
Introduction to Software-defined NetworkingIntroduction to Software-defined Networking
Introduction to Software-defined NetworkingAnees Shaikh
 
SDN 101: Software Defined Networking Course - Sameh Zaghloul/IBM - 2014
SDN 101: Software Defined Networking Course - Sameh Zaghloul/IBM - 2014SDN 101: Software Defined Networking Course - Sameh Zaghloul/IBM - 2014
SDN 101: Software Defined Networking Course - Sameh Zaghloul/IBM - 2014SAMeh Zaghloul
 
Network function virtualization
Network function virtualizationNetwork function virtualization
Network function virtualizationSatish Chavan
 
SDN( Software Defined Network) and NFV(Network Function Virtualization) for I...
SDN( Software Defined Network) and NFV(Network Function Virtualization) for I...SDN( Software Defined Network) and NFV(Network Function Virtualization) for I...
SDN( Software Defined Network) and NFV(Network Function Virtualization) for I...Sagar Rai
 
The History and Evolution of SDN
The History and Evolution of SDNThe History and Evolution of SDN
The History and Evolution of SDNNapier University
 
Software-Defined Networking (SDN): Unleashing the Power of the Network
Software-Defined Networking (SDN): Unleashing the Power of the NetworkSoftware-Defined Networking (SDN): Unleashing the Power of the Network
Software-Defined Networking (SDN): Unleashing the Power of the NetworkRobert Keahey
 
SDN, OpenFlow, NFV, and Virtual Network
SDN, OpenFlow, NFV, and Virtual NetworkSDN, OpenFlow, NFV, and Virtual Network
SDN, OpenFlow, NFV, and Virtual NetworkTim4PreStartup
 
SDN & NFV: Driving Additional Value into Managed Services
SDN & NFV: Driving Additional Value into Managed ServicesSDN & NFV: Driving Additional Value into Managed Services
SDN & NFV: Driving Additional Value into Managed ServicesTBI Inc.
 

La actualidad más candente (20)

Introduction to SDN and NFV
Introduction to SDN and NFVIntroduction to SDN and NFV
Introduction to SDN and NFV
 
Practical and Incremental Convergence between SDN and Middleboxes
Practical and Incremental Convergence between SDN and MiddleboxesPractical and Incremental Convergence between SDN and Middleboxes
Practical and Incremental Convergence between SDN and Middleboxes
 
Software-Defined Networking(SDN):A New Approach to Networking
Software-Defined Networking(SDN):A New Approach to NetworkingSoftware-Defined Networking(SDN):A New Approach to Networking
Software-Defined Networking(SDN):A New Approach to Networking
 
SDN Cloud Computing Project Help
SDN Cloud Computing Project HelpSDN Cloud Computing Project Help
SDN Cloud Computing Project Help
 
Nfv short-course-sbrc14-full
Nfv short-course-sbrc14-fullNfv short-course-sbrc14-full
Nfv short-course-sbrc14-full
 
SDN Abstractions
SDN AbstractionsSDN Abstractions
SDN Abstractions
 
Software Defined Networking (SDN) Technology Brief
Software Defined Networking (SDN) Technology BriefSoftware Defined Networking (SDN) Technology Brief
Software Defined Networking (SDN) Technology Brief
 
443029825 cloud-computing-week8-9-pptx
443029825 cloud-computing-week8-9-pptx443029825 cloud-computing-week8-9-pptx
443029825 cloud-computing-week8-9-pptx
 
NFV Tutorial
NFV TutorialNFV Tutorial
NFV Tutorial
 
Forecast 2014: Software Defined Networking - What's New?
Forecast 2014: Software Defined Networking - What's New? Forecast 2014: Software Defined Networking - What's New?
Forecast 2014: Software Defined Networking - What's New?
 
Introduction to Software-defined Networking
Introduction to Software-defined NetworkingIntroduction to Software-defined Networking
Introduction to Software-defined Networking
 
SDN 101: Software Defined Networking Course - Sameh Zaghloul/IBM - 2014
SDN 101: Software Defined Networking Course - Sameh Zaghloul/IBM - 2014SDN 101: Software Defined Networking Course - Sameh Zaghloul/IBM - 2014
SDN 101: Software Defined Networking Course - Sameh Zaghloul/IBM - 2014
 
Network function virtualization
Network function virtualizationNetwork function virtualization
Network function virtualization
 
SDN( Software Defined Network) and NFV(Network Function Virtualization) for I...
SDN( Software Defined Network) and NFV(Network Function Virtualization) for I...SDN( Software Defined Network) and NFV(Network Function Virtualization) for I...
SDN( Software Defined Network) and NFV(Network Function Virtualization) for I...
 
The History and Evolution of SDN
The History and Evolution of SDNThe History and Evolution of SDN
The History and Evolution of SDN
 
Software-Defined Networking (SDN): Unleashing the Power of the Network
Software-Defined Networking (SDN): Unleashing the Power of the NetworkSoftware-Defined Networking (SDN): Unleashing the Power of the Network
Software-Defined Networking (SDN): Unleashing the Power of the Network
 
SDN-ppt-new
SDN-ppt-newSDN-ppt-new
SDN-ppt-new
 
SDN, OpenFlow, NFV, and Virtual Network
SDN, OpenFlow, NFV, and Virtual NetworkSDN, OpenFlow, NFV, and Virtual Network
SDN, OpenFlow, NFV, and Virtual Network
 
SDN & NFV: Driving Additional Value into Managed Services
SDN & NFV: Driving Additional Value into Managed ServicesSDN & NFV: Driving Additional Value into Managed Services
SDN & NFV: Driving Additional Value into Managed Services
 
2016 open-source-network-softwarization
2016 open-source-network-softwarization2016 open-source-network-softwarization
2016 open-source-network-softwarization
 

Similar a IEEE HPSR 2017 Keynote: Softwarized Dataplanes and the P^3 trade-offs: Programmability, Performance, Portability

Software Defined Networks
Software Defined NetworksSoftware Defined Networks
Software Defined NetworksShreeya Shah
 
Software Define Network, a new security paradigm ?
Software Define Network, a new security paradigm ?Software Define Network, a new security paradigm ?
Software Define Network, a new security paradigm ?Jean-Marc ANDRE
 
SDN - a new security paradigm?
SDN - a new security paradigm?SDN - a new security paradigm?
SDN - a new security paradigm?Sophos Benelux
 
SDN Security Talk - (ISC)2_3
SDN Security Talk - (ISC)2_3SDN Security Talk - (ISC)2_3
SDN Security Talk - (ISC)2_3Wen-Pai Lu
 
SDN: Situação do mercado e próximos movimentos
SDN: Situação do mercado e próximos movimentosSDN: Situação do mercado e próximos movimentos
SDN: Situação do mercado e próximos movimentosChristian Esteve Rothenberg
 
Radisys/Wind River: The Telcom Cloud - Deployment Strategies: SDN/NFV and Vir...
Radisys/Wind River: The Telcom Cloud - Deployment Strategies: SDN/NFV and Vir...Radisys/Wind River: The Telcom Cloud - Deployment Strategies: SDN/NFV and Vir...
Radisys/Wind River: The Telcom Cloud - Deployment Strategies: SDN/NFV and Vir...Radisys Corporation
 
WWT Software-Defined Networking Guide
WWT Software-Defined Networking GuideWWT Software-Defined Networking Guide
WWT Software-Defined Networking GuideJoel W. King
 
Why sdn
Why sdnWhy sdn
Why sdnlz1dsb
 
SDN Security: Two Sides of the Same Coin
SDN Security: Two Sides of the Same CoinSDN Security: Two Sides of the Same Coin
SDN Security: Two Sides of the Same CoinZivaro Inc
 
SDN and NFV Value in Business Services - A Presentation By Cox Communications
SDN and NFV Value in Business Services - A Presentation By Cox CommunicationsSDN and NFV Value in Business Services - A Presentation By Cox Communications
SDN and NFV Value in Business Services - A Presentation By Cox CommunicationsCisco Service Provider
 
Introduction to OpenFlow, SDN and NFV
Introduction to OpenFlow, SDN and NFVIntroduction to OpenFlow, SDN and NFV
Introduction to OpenFlow, SDN and NFVKingston Smiler
 
Distributed Clouds and Software Defined Networking
Distributed Clouds and Software Defined NetworkingDistributed Clouds and Software Defined Networking
Distributed Clouds and Software Defined NetworkingUS-Ignite
 
SDN and Security: A Marriage Made in Heaven. Or Not.
SDN and Security: A Marriage Made in Heaven. Or Not.SDN and Security: A Marriage Made in Heaven. Or Not.
SDN and Security: A Marriage Made in Heaven. Or Not.Priyanka Aash
 
btNOG 5: Network Automation
btNOG 5: Network AutomationbtNOG 5: Network Automation
btNOG 5: Network AutomationAPNIC
 

Similar a IEEE HPSR 2017 Keynote: Softwarized Dataplanes and the P^3 trade-offs: Programmability, Performance, Portability (20)

Sigcomm16 sdn-nvf-topics-preview
Sigcomm16 sdn-nvf-topics-previewSigcomm16 sdn-nvf-topics-preview
Sigcomm16 sdn-nvf-topics-preview
 
Software Defined Networks
Software Defined NetworksSoftware Defined Networks
Software Defined Networks
 
Software Define Network, a new security paradigm ?
Software Define Network, a new security paradigm ?Software Define Network, a new security paradigm ?
Software Define Network, a new security paradigm ?
 
Feec telecom-nw-softwarization-aug-2015
Feec telecom-nw-softwarization-aug-2015Feec telecom-nw-softwarization-aug-2015
Feec telecom-nw-softwarization-aug-2015
 
SDN - a new security paradigm?
SDN - a new security paradigm?SDN - a new security paradigm?
SDN - a new security paradigm?
 
SDN Security Talk - (ISC)2_3
SDN Security Talk - (ISC)2_3SDN Security Talk - (ISC)2_3
SDN Security Talk - (ISC)2_3
 
SDN: Situação do mercado e próximos movimentos
SDN: Situação do mercado e próximos movimentosSDN: Situação do mercado e próximos movimentos
SDN: Situação do mercado e próximos movimentos
 
SDN approach.pptx
SDN approach.pptxSDN approach.pptx
SDN approach.pptx
 
Radisys/Wind River: The Telcom Cloud - Deployment Strategies: SDN/NFV and Vir...
Radisys/Wind River: The Telcom Cloud - Deployment Strategies: SDN/NFV and Vir...Radisys/Wind River: The Telcom Cloud - Deployment Strategies: SDN/NFV and Vir...
Radisys/Wind River: The Telcom Cloud - Deployment Strategies: SDN/NFV and Vir...
 
WWT Software-Defined Networking Guide
WWT Software-Defined Networking GuideWWT Software-Defined Networking Guide
WWT Software-Defined Networking Guide
 
Why sdn
Why sdnWhy sdn
Why sdn
 
SDN Security: Two Sides of the Same Coin
SDN Security: Two Sides of the Same CoinSDN Security: Two Sides of the Same Coin
SDN Security: Two Sides of the Same Coin
 
SDN and NFV Value in Business Services - A Presentation By Cox Communications
SDN and NFV Value in Business Services - A Presentation By Cox CommunicationsSDN and NFV Value in Business Services - A Presentation By Cox Communications
SDN and NFV Value in Business Services - A Presentation By Cox Communications
 
Introduction to OpenFlow, SDN and NFV
Introduction to OpenFlow, SDN and NFVIntroduction to OpenFlow, SDN and NFV
Introduction to OpenFlow, SDN and NFV
 
sdnppt.pdf
sdnppt.pdfsdnppt.pdf
sdnppt.pdf
 
Distributed Clouds and Software Defined Networking
Distributed Clouds and Software Defined NetworkingDistributed Clouds and Software Defined Networking
Distributed Clouds and Software Defined Networking
 
2017 dagstuhl-nfv-rothenberg
2017 dagstuhl-nfv-rothenberg2017 dagstuhl-nfv-rothenberg
2017 dagstuhl-nfv-rothenberg
 
Sdn&security
Sdn&securitySdn&security
Sdn&security
 
SDN and Security: A Marriage Made in Heaven. Or Not.
SDN and Security: A Marriage Made in Heaven. Or Not.SDN and Security: A Marriage Made in Heaven. Or Not.
SDN and Security: A Marriage Made in Heaven. Or Not.
 
btNOG 5: Network Automation
btNOG 5: Network AutomationbtNOG 5: Network Automation
btNOG 5: Network Automation
 

Más de Christian Esteve Rothenberg

Trends and Hot Topics in Networking 2023 - IA377 Seminar FEEC-UNICAMP
Trends and Hot Topics in Networking 2023 - IA377 Seminar FEEC-UNICAMPTrends and Hot Topics in Networking 2023 - IA377 Seminar FEEC-UNICAMP
Trends and Hot Topics in Networking 2023 - IA377 Seminar FEEC-UNICAMPChristian Esteve Rothenberg
 
NECOS Industrial Workshop Demonstrations by Prof. Fabio Verdi (UFSCAR)
NECOS Industrial Workshop Demonstrations by Prof. Fabio Verdi (UFSCAR)NECOS Industrial Workshop Demonstrations by Prof. Fabio Verdi (UFSCAR)
NECOS Industrial Workshop Demonstrations by Prof. Fabio Verdi (UFSCAR)Christian Esteve Rothenberg
 
NECOS Industrial Workshop Technical highlights by Prof. Alex Galis (Universit...
NECOS Industrial Workshop Technical highlights by Prof. Alex Galis (Universit...NECOS Industrial Workshop Technical highlights by Prof. Alex Galis (Universit...
NECOS Industrial Workshop Technical highlights by Prof. Alex Galis (Universit...Christian Esteve Rothenberg
 
NECOS Industrial Workshop lightning talk by Prof. Nelson Fonseca (UNICAMP)
NECOS Industrial Workshop lightning talk by Prof. Nelson Fonseca (UNICAMP) NECOS Industrial Workshop lightning talk by Prof. Nelson Fonseca (UNICAMP)
NECOS Industrial Workshop lightning talk by Prof. Nelson Fonseca (UNICAMP) Christian Esteve Rothenberg
 
NECOS Industrial Workshop lightning talk by Jorge Seki (CPqD / 5G-RANGE)
NECOS Industrial Workshop lightning talk by Jorge Seki (CPqD / 5G-RANGE) NECOS Industrial Workshop lightning talk by Jorge Seki (CPqD / 5G-RANGE)
NECOS Industrial Workshop lightning talk by Jorge Seki (CPqD / 5G-RANGE) Christian Esteve Rothenberg
 
NECOS Industrial Workshop lightning talk by Gustavo Correa (CPqD)
NECOS Industrial Workshop lightning talk by Gustavo Correa (CPqD) NECOS Industrial Workshop lightning talk by Gustavo Correa (CPqD)
NECOS Industrial Workshop lightning talk by Gustavo Correa (CPqD) Christian Esteve Rothenberg
 
NECOS Industrial Workshop lightning talk by Mateus Santos (Ericsson Research)
NECOS Industrial Workshop lightning talk by Mateus Santos (Ericsson Research) NECOS Industrial Workshop lightning talk by Mateus Santos (Ericsson Research)
NECOS Industrial Workshop lightning talk by Mateus Santos (Ericsson Research) Christian Esteve Rothenberg
 
NECOS Industrial Workshop lightning talk by Alessandro Nascimento (Nokia)
NECOS Industrial Workshop lightning talk by Alessandro Nascimento (Nokia)  NECOS Industrial Workshop lightning talk by Alessandro Nascimento (Nokia)
NECOS Industrial Workshop lightning talk by Alessandro Nascimento (Nokia) Christian Esteve Rothenberg
 
NECOS Industrial Workshop lightning talk by Marcos Felipe Schwarz (RNP)
NECOS Industrial Workshop lightning talk by Marcos Felipe Schwarz (RNP)  NECOS Industrial Workshop lightning talk by Marcos Felipe Schwarz (RNP)
NECOS Industrial Workshop lightning talk by Marcos Felipe Schwarz (RNP) Christian Esteve Rothenberg
 
NECOS Industrial Workshop lightning talk by Luis Contreras (Telefonica)
NECOS Industrial Workshop lightning talk by Luis Contreras (Telefonica)  NECOS Industrial Workshop lightning talk by Luis Contreras (Telefonica)
NECOS Industrial Workshop lightning talk by Luis Contreras (Telefonica) Christian Esteve Rothenberg
 
NECOS Industrial Workshop Introduction by Prof. Christian Rothenberg (UNICAMP)
NECOS Industrial Workshop Introduction by Prof. Christian Rothenberg (UNICAMP)NECOS Industrial Workshop Introduction by Prof. Christian Rothenberg (UNICAMP)
NECOS Industrial Workshop Introduction by Prof. Christian Rothenberg (UNICAMP)Christian Esteve Rothenberg
 
Towards Deep Programmable Slicing at Netsoft'19 Distinguished Expert Panel
Towards Deep Programmable Slicing at Netsoft'19 Distinguished Expert PanelTowards Deep Programmable Slicing at Netsoft'19 Distinguished Expert Panel
Towards Deep Programmable Slicing at Netsoft'19 Distinguished Expert PanelChristian Esteve Rothenberg
 
Deep Slicing and Loops in a Loop: Multi-Tenancy and Smart Closed-Loop Control...
Deep Slicing and Loops in a Loop: Multi-Tenancy and Smart Closed-Loop Control...Deep Slicing and Loops in a Loop: Multi-Tenancy and Smart Closed-Loop Control...
Deep Slicing and Loops in a Loop: Multi-Tenancy and Smart Closed-Loop Control...Christian Esteve Rothenberg
 
Webinar slides when open source meets network control planes
Webinar slides   when open source meets network control planesWebinar slides   when open source meets network control planes
Webinar slides when open source meets network control planesChristian Esteve Rothenberg
 

Más de Christian Esteve Rothenberg (20)

Trends and Hot Topics in Networking 2023 - IA377 Seminar FEEC-UNICAMP
Trends and Hot Topics in Networking 2023 - IA377 Seminar FEEC-UNICAMPTrends and Hot Topics in Networking 2023 - IA377 Seminar FEEC-UNICAMP
Trends and Hot Topics in Networking 2023 - IA377 Seminar FEEC-UNICAMP
 
IA377 Seminar FEEC-UNICAMP Intro classpdf
IA377 Seminar FEEC-UNICAMP Intro classpdfIA377 Seminar FEEC-UNICAMP Intro classpdf
IA377 Seminar FEEC-UNICAMP Intro classpdf
 
IA377 Seminar FEEC-UNICAMP Literature Review
IA377 Seminar FEEC-UNICAMP Literature ReviewIA377 Seminar FEEC-UNICAMP Literature Review
IA377 Seminar FEEC-UNICAMP Literature Review
 
Netsoft 2020 S4SI Workshop Panel
Netsoft 2020 S4SI Workshop PanelNetsoft 2020 S4SI Workshop Panel
Netsoft 2020 S4SI Workshop Panel
 
NECOS Industrial Workshop Demonstrations by Prof. Fabio Verdi (UFSCAR)
NECOS Industrial Workshop Demonstrations by Prof. Fabio Verdi (UFSCAR)NECOS Industrial Workshop Demonstrations by Prof. Fabio Verdi (UFSCAR)
NECOS Industrial Workshop Demonstrations by Prof. Fabio Verdi (UFSCAR)
 
NECOS Industrial Workshop Technical highlights by Prof. Alex Galis (Universit...
NECOS Industrial Workshop Technical highlights by Prof. Alex Galis (Universit...NECOS Industrial Workshop Technical highlights by Prof. Alex Galis (Universit...
NECOS Industrial Workshop Technical highlights by Prof. Alex Galis (Universit...
 
NECOS Industrial Workshop lightning talk by Prof. Nelson Fonseca (UNICAMP)
NECOS Industrial Workshop lightning talk by Prof. Nelson Fonseca (UNICAMP) NECOS Industrial Workshop lightning talk by Prof. Nelson Fonseca (UNICAMP)
NECOS Industrial Workshop lightning talk by Prof. Nelson Fonseca (UNICAMP)
 
NECOS Industrial Workshop lightning talk by Jorge Seki (CPqD / 5G-RANGE)
NECOS Industrial Workshop lightning talk by Jorge Seki (CPqD / 5G-RANGE) NECOS Industrial Workshop lightning talk by Jorge Seki (CPqD / 5G-RANGE)
NECOS Industrial Workshop lightning talk by Jorge Seki (CPqD / 5G-RANGE)
 
NECOS Industrial Workshop lightning talk by Gustavo Correa (CPqD)
NECOS Industrial Workshop lightning talk by Gustavo Correa (CPqD) NECOS Industrial Workshop lightning talk by Gustavo Correa (CPqD)
NECOS Industrial Workshop lightning talk by Gustavo Correa (CPqD)
 
NECOS Industrial Workshop lightning talk by Mateus Santos (Ericsson Research)
NECOS Industrial Workshop lightning talk by Mateus Santos (Ericsson Research) NECOS Industrial Workshop lightning talk by Mateus Santos (Ericsson Research)
NECOS Industrial Workshop lightning talk by Mateus Santos (Ericsson Research)
 
NECOS Industrial Workshop lightning talk by Alessandro Nascimento (Nokia)
NECOS Industrial Workshop lightning talk by Alessandro Nascimento (Nokia)  NECOS Industrial Workshop lightning talk by Alessandro Nascimento (Nokia)
NECOS Industrial Workshop lightning talk by Alessandro Nascimento (Nokia)
 
NECOS Industrial Workshop lightning talk by Marcos Felipe Schwarz (RNP)
NECOS Industrial Workshop lightning talk by Marcos Felipe Schwarz (RNP)  NECOS Industrial Workshop lightning talk by Marcos Felipe Schwarz (RNP)
NECOS Industrial Workshop lightning talk by Marcos Felipe Schwarz (RNP)
 
NECOS Industrial Workshop lightning talk by Luis Contreras (Telefonica)
NECOS Industrial Workshop lightning talk by Luis Contreras (Telefonica)  NECOS Industrial Workshop lightning talk by Luis Contreras (Telefonica)
NECOS Industrial Workshop lightning talk by Luis Contreras (Telefonica)
 
NECOS Industrial Workshop Introduction by Prof. Christian Rothenberg (UNICAMP)
NECOS Industrial Workshop Introduction by Prof. Christian Rothenberg (UNICAMP)NECOS Industrial Workshop Introduction by Prof. Christian Rothenberg (UNICAMP)
NECOS Industrial Workshop Introduction by Prof. Christian Rothenberg (UNICAMP)
 
Towards Deep Programmable Slicing at Netsoft'19 Distinguished Expert Panel
Towards Deep Programmable Slicing at Netsoft'19 Distinguished Expert PanelTowards Deep Programmable Slicing at Netsoft'19 Distinguished Expert Panel
Towards Deep Programmable Slicing at Netsoft'19 Distinguished Expert Panel
 
Netsoft19 Keynote: Fluid Network Planes
Netsoft19 Keynote: Fluid Network PlanesNetsoft19 Keynote: Fluid Network Planes
Netsoft19 Keynote: Fluid Network Planes
 
Deep Slicing and Loops in a Loop: Multi-Tenancy and Smart Closed-Loop Control...
Deep Slicing and Loops in a Loop: Multi-Tenancy and Smart Closed-Loop Control...Deep Slicing and Loops in a Loop: Multi-Tenancy and Smart Closed-Loop Control...
Deep Slicing and Loops in a Loop: Multi-Tenancy and Smart Closed-Loop Control...
 
Cardigan at ISCC 2014
Cardigan at ISCC 2014Cardigan at ISCC 2014
Cardigan at ISCC 2014
 
Webinar slides when open source meets network control planes
Webinar slides   when open source meets network control planesWebinar slides   when open source meets network control planes
Webinar slides when open source meets network control planes
 
20160401 pam16-ix br
20160401 pam16-ix br20160401 pam16-ix br
20160401 pam16-ix br
 

Último

Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfsudhanshuwaghmare1
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityPrincipled Technologies
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsJoaquim Jorge
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUK Journal
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘RTylerCroy
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProduct Anonymous
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...Neo4j
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century educationjfdjdjcjdnsjd
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Miguel Araújo
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?Antenna Manufacturer Coco
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slidevu2urc
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEarley Information Science
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsMaria Levchenko
 

Último (20)

Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 

IEEE HPSR 2017 Keynote: Softwarized Dataplanes and the P^3 trade-offs: Programmability, Performance, Portability

  • 1. Softwarized dataplanes and the P3 trade-offs: Programmability, Performance, Portability Prof. Christian Esteve Rothenberg (DCA/FEEC/UNICAMP) IEEE 18th International Conference on High Performance Switching and Routing 18-21 JUNE 2017 // CAMPINAS, BRAZIL
  • 2. 2 Agenda • Network Softwarization oIntroduction & Motivation oBackground & Intellectual History • On Trade-offs in Distributed Systems &Networking • The P3 trade-offs of softwarized data planes
  • 4. Network Softwarization i.e., NFV/SDN/xyz Existing • CLIs • Closed Source • Vendor Lead • Classic Network Appliances New • APIs • Open Source • Customer Lead • Virtual Network Functions (NFV) Source: Adapted from Kyle Mestery, Next Generation Network Developer Skills Programmability SW
  • 5. 5 A means to make the network more flexible and simple by minimising dependence on HW constraints The NFV Concept Source: Adapted from Raj Jain
  • 6. 6 Network equipment as Black boxes Open interfaces (OpenFlow) for instructing the boxes what to do SDN Boxes with autonomous behaviour Decisions are taken out of the box FEATURE FEATURE OPERATING SYSTEM SPECIALIZED PACKET FORWARDING HARDWAREFEATURE FEATURE OPERATING SYSTEM SPECIALIZED PACKET FORWARDING HARDWARE FEATURE FEATURE OPERATING SYSTEM SPECIALIZED PACKET FORWARDING HARDWAREFEATURE FEATURE OPERATING SYSTEM SPECIALIZED PACKET FORWARDING HARDWARE SDN Adapting OSS to manage black boxes Simpler OSS to manage the SDN controller SDN FEATURE FEATURE OPERATING SYSTEM SPECIALIZED PACKET FORWARDING HARDWAREFEATURE FEATURE OPERATING SYSTEM SPECIALIZED PACKET FORWARDING HARDWARE FEATURE FEATURE OPERATING SYSTEM SPECIALIZED PACKET FORWARDING HARDWAREFEATURE FEATURE OPERATING SYSTEM SPECIALIZED PACKET FORWARDING HARDWARE Software Defined Networking (SDN) Source: Adapted from D. Lopez Telefonica I+D, NFV
  • 7. 7 NFV vs. SDN SDN ››› flexible forwarding & steering of traffic in a physical or virtual network environment [Network Re-Architecture] NFV ››› flexible placement of virtualized network functions across the network & cloud [Appliance Re-Architecture] (initially) ››› SDN & NFV are complementary tools for achieving full network programmability
  • 8. 8 SDN & NFV :: Network Programmability / Flexibility Sources: Ahmad Rostami, Ericsson Research (Kista): http://www.itc26.org/fileadmin/ITC26_files/ITC26-Tutorial-Rostami.pdf and Uwe Michel, T-Systems
  • 9. 10 Why Network Softwarization, i.e., NFV/SDN? 1. Virtualization: Use network resource without worrying about where it is physically located, how much it is, how it is organized, etc. 2. Orchestration: Manage thousands of devices 3. Programmability: Should be able to change behavior on the fly. 4. Dynamic Scaling: Should be able to change size, quantity, as a F(load) 5. Automation: Let machines / software do humans’ work 6. Visibility: Monitor resources, connectivity 7. Performance: Optimize network device utilization 8. Multi-tenancy: Slice the network for different customers (as-a-Service) 9. Service Integration: Let network management play nice with OSS/BSS 10. Openness: Full choice of modular plug-ins Source: Adapted from Raj Jain Portability?
  • 10. 11 Why Network Softwarization, i.e., NFV/SDN? 1. Virtualization: Use network resource without worrying about where it is physically located, how much it is, how it is organized, etc. 2. Orchestration: Manage thousands of devices 3. Programmability: Should be able to change behavior on the fly. 4. Dynamic Scaling: Should be able to change size, quantity, as a F(load) 5. Automation: Let machines / software do humans’ work 6. Visibility: Monitor resources, connectivity 7. Performance: Optimize network device utilization 8. Multi-tenancy: Slice the network for different customers (as-a-Service) 9. Service Integration: Let network management play nice with OSS/BSS 10. Openness: Full choice of modular plug-ins Source: Adapted from Raj Jain Portability?
  • 11. 12 Key benefits of programmable forwarding 1. New features: Realize new protocols and behaviors very quickly 2. Reduce complexity: Remove unnecessary features and tables 3. Efficient use of H/W resources: Achieve biggest bang for buck 4. Greater visibility: New diagnostics, telemetry, OAM, etc. 5. Modularity: Compose forwarding behavior from libraries 6. Portability: Specify behavior once; compile to many devices 7. Own your own network: No need to wait for next chips or systems Source: Adapted from SIGCOMM’16 P4 Tutorial
  • 13. 14 Intellectual History of Programmable Networks Source: N. Feamster, J. Rexford, E. Zegura. The Road to SDN: An Intellectual History of Programmable Networks. SDN NFV
  • 14. 15 Network Programmability Layers Source: CISCO, Introducing Network Programmability Fundamentals Part#: CTOD-SDN-1.0-017141 https://learningnetworkstore.cisco.com/cyber-monday/introducing-network-programmability-fundamentals-elt-sdnb-1-0-019041
  • 15. 16 Innovations of NFV Source: Adapted from Raj Jain
  • 16. 17 Networking as Learned in School (text books) Source: Martin Casado CS244 Spring 2013, Lecture 6, SDN
  • 17. 18 Networking in Practice “in theory,theoryandpracticearethesame; in practicetheyarenot...” Source: Martin Casado CS244 Spring 2013, Lecture 6, SDN
  • 18. 19 Tens of Millions of lines of code Closed, proprietary, outdated Hundreds of protocols 6,500 RFCs Billions of gates Power hungry and bloated Vertically integrated, complex, closed, proprietary Not good for network owners and users Specialized Packet Forwarding Hardware Specialized Control Plane Specialized Features Problem with Internet Infrastructure Source: ON.LAB
  • 20. 21 SDN to the rescue!
  • 21. 22 So, What is SDN? “OpenFlow is SDN, but SDN is not OpenFlow” (Does not say much about SDN) ̶̶̶̶̶̶̶̶̶ Networking community “Don’t let humans do machines’ work” (probably right…) ̶̶̶̶̶̶̶̶̶ Networking Professional “Let’s call SDN whatever we can ship today” (aka SDN washing) ̶̶̶̶̶̶̶̶̶ Vendor X “SDN is the magic buzzword that will bring us VC funding” (hmmm… N/A, N/C) ̶̶̶̶̶̶̶̶̶ Startup Y “SDN is the magic that will get my paper/grant accepted” (maybe but not at HPSR?) ̶̶̶̶̶̶̶̶̶ Researcher Z
  • 22. 23 SDN definitions • With the original (OpenFlow) definition, SDN represented a network architecture where the forwarding state is solely managed by a control plane and is decoupled from the data plane. • The industry, however, has moved on from the original academic purist view of SDN to referring to anything disruptive or fundamentally new as part of SDN. • At least two definitions for SDN: 1.academic (purist view : strict decoupling of the data and control plane) 2.industry (many-fold business-driven views) SDN :: evolving definition
  • 23. 24 SDN asks (at least) three major questions Where the control plane resides “Distributed vs Centralized” ? How does the Control Plane talk to the Data Plane ? How are Control and Data Planes programmed ? Source: Adapted from T. Nadeu, slides-85-sdnrg-5.pptx
  • 24. 25 SDN asks (at least) three major questions Where the control plane resides “Distributed vs Centralized” ? • What state belongs in distributed protocols? • What state must stay local to switches? • What state should be centralized? • What are the effects of each on: - State synchronization overhead - Total control plane overhead - System stability and resiliency - Efficiency in resource use - Control loop tightness Source: Adapated from E. Crabbe, slides-85-sdnrg-7.pdf 1
  • 25. 26 SDN asks (at least) three major questions • Prop. IPC • OpenFlow (with or w/extensions) • Open Source south-bound protocols • Via SDN controller broker and south-bound plug-ins • Other standardized protocols • What are the effects of each on: - Interoperability, Evolvability, Performance - Vendor Lock-in How does the Control Plane talk to the Data Plane ?2 Source: Adapated from E. Crabbe, slides-85-sdnrg-7.pdf
  • 26. 27 SDN asks (at least) three major questions • Levels of Abstraction • Domain Specific Language • Open APIs • Standardized Protocols • What are the effects of each on: - Data plane flexibility and performance - Integration with legacy - Interoperability (CP / DP) - Vendor lock-in How are Control and Data Planes programmed ?3 Source: Adapated from E. Crabbe, slides-85-sdnrg-7.pdf
  • 27. 28 V 1.0 :: Single flow table as prioritized list of rules • Priority: disambiguate overlapping patterns • Pattern: match packet header bits • Actions: drop, forward, modify, send to controller • Counters: number of bytes and packets Priority Pattern Actions Counters 3 srcip=1.0.*.* Forward(1) 3, 4500 2 dstip=1.2.3.4, dstport=80 dstip:=10.0.0.1, Forward(2) 5, 6018 1 srcport=25 Send to controller 1, 512 0 * Drop 2, 1024
  • 28. 29 Enabling New SDN Applications • Wide-area traffic engineering • Network virtualization for multi-tenant data centers • Steering traffic through middleboxes • Seamless mobility and migration • Server load balancing • Dynamic access control • Using multiple wireless access points • Energy-efficient networking • Blocking denial-of-service attacks • Adaptive traffic monitoring • <Your app here!> Source: Image, Xinguard | OpenFlow principle
  • 29. 30 Limitations of OpenFlow 1.0 • Most switches can do much more • Multiple stages of match-action tables • E.g., Ethernet, IP, access control lists (ACLs) • Many applications need much more • Multiple policies (e.g., ACL, routing, monitoring) • Matching on more header fields • Limited TCAM space in legacy switches • E.g., a few thousand rules in the wide TCAM 30 MAC learning Access control IP Source: J. Rexford / P4
  • 30. 31 Over the Past Five Years… Version Date # Headers OF 1.0 Dec 2009 12 OF 1.1 Feb 2011 15 OF 1.2 Dec 2011 36 OF 1.3 Jun 2012 40 OF 1.4 Oct 2013 41 • Proliferation of header fields • Multiple stages of heterogeneous tables • Still not enough (e.g., VXLAN, NVGRE, STT, …) • The HW vs. SW divide on OpenFlow v1.x support (+ optional features!)
  • 31. 32 Future SDN Switches (New generation of switch ASICs) • Configurable packet parser • Not tied to a specific header format • Flexible match+action tables • Multiple tables (in series and/or parallel) • Able to match on all defined fields • General packet-processing primitives • Copy, add, remove, and modify • For both header fields and meta-data PISA : Profocol Independent Switch Architecture P A R S E R Match Action
  • 32. 34 Datapath Programmability Programmable Network Devices • PISA: Flexible Match+Action ASICs ◦ Intel Flexpipe, Cisco Doppler, Cavium (Xpliant), Barefoot Tofino, • NPU ◦ EZchip, Netronome, … • FPGA ◦ Xilinx, Altera, (Intel) • CPU ◦ Open Vswitch, eBPF, DPDK, VPP... But, programming these chips is hard • Custom, vendor-specific interfaces • Low-level, think microcode programming
  • 33. 35 Programming Protocol-independent Packet Processors • High Level Abstractions • Protocol Independent • Target Agnostic • Language & Architecture Separation • Multiple ingress/egress pipeline support See http://p4.org/ for code and specs (The current release of the language is P416)
  • 34. 36 P4 :: Three Goals Protocol independence ◦ Define a packet parser ◦ Define a set of typed match+action tables Target independence ◦ Program without knowledge of packet- processing device details ◦ Let compilers configure the target device In-field Re-configurability ◦ Allow the users to change parsing and processing program in the field P. Bosshart, D. Daly, G. Gibb, M. Izzard, N. McKeown, J. Rexford, C. Schlesinger, D. Talayco, A. Vahdat, G. Varghese, and D. Walker “P4: Programming protocol-independent packet processors,” SIGCOMM CCR, July 2014
  • 35. 37 P4 :: All the way down to programmability P4 configuration abstractions: • Header – Ordered list of fields with name and width • Parser – State machine traversing the packet to extract header fields (If ethertype == 0x800 then…) • Action functions – Custom functions made of primitive actions (add_field,remove_header, copy, set, increment, checksum, etc…) • Typed tables – What fields are matched in what way (exact match, longest prefix, range, etc...) • Control flow – Table application order, conditionals, functions • Stateful memories – Counters, meters and registers which persist across packets
  • 36. 38 P4 :: All the way down to programmability
  • 37. 39 “Classic” OpenFlow (1.x) vs. “OpenFlow 2.0” 39 Target Switch SDN Control Plane Populating Installing and querying rules Target Switch SDN Control Plane Populating: Installing and querying rules Compiler Configuring: Parser, tables, and control flow Parser & Table Configuration Rule Translator
  • 39. 42 Legacy Different SDN Models to Program / Refactor the Stack Data Plane Mgm.APIs Distributed L2/L3 Control Plane Managemt Software Southbound Agent (e.g. OF) Network Controller / OS Southbound Protocol (e.g. OF) Business / Control Apps Northbound APIs Mgm. HAL APIs / Drivers Orchestrator APIs Compiler Auto-GeneratedTarget Binary SDN VNF GP-CPU (x86, ARM) HW Resources Virtualization DP CP M g m. NFV VNFM (Manager) VIM (Infra-M) OSS/BSS APIs Southbound APIs/Plugins Mgm. Apps Network OS / Bare Metal Switches
  • 40. On trade-offs in networking Including discussion on Universal Laws and Architectures
  • 41. 48 Trade-offs :: There are many…
  • 43. 50 P^3 trade-offs in Network Softwarization Realm of the Impossible ? Plane of the Possible? Performance Performance Portability Programmability
  • 45. 52 Source: D. Meyer On Universal Laws and Architectures [Turing] Performance Programmability
  • 46. 53 Source: J. Doyle On Universal Laws and Architectures Performance Programmability
  • 47. 54 Overlaying Tradeoffs Slide courtesy: D. Meyer / J. Doyle Programmability Performance
  • 48. 55 Layered architectures make Robustness and Evolvability compatible Source: adapted from D. Meyer / Doyle Think OS Kernel + Libraries/Drivers • Plug-in Architectures • Control Plane Drivers + APIs • Model-Driven Everything SDN / NFV Orchestrator?
  • 49. 56 Source: J. Doyle Universal Laws and Architectures
  • 50. 57 Universal Laws and Architectures
  • 51. 59 P3 trade-offs: Programmability, Performance, Portability :: packets/sec processed (could be normalized per Energy or Cost) :: ability to (re-)define the dataplane behaviour :: ability to easily transfer the dataplane logic to a new platform
  • 52. 60 P3 trade-offs: Programmability, Performance, Portability Realm of the Impossible? How to push the hard limits?
  • 53. 61 Dataplane trade-offs: Programmability, Performance Performance Programmability ASIC NPU CPU x86 Cavium TX Ethernet switch Assuming same use case. Normalized for chip technology and transistor count. How big is the difference? Source: Pongracz G, Molnar L, Kis ZL, Turanyi Z. Cheap silicon: a myth or reality? Picking the right data plane hardware for software defined networking. HotSDN13 + +
  • 54. 62 Programmability Portability P3 trade-offs: Programmability, Performance, Portability ASIC NPU CPU Performance + How portable is the code defining the logic of an ASIC-based dataplane or the SW-based dataplane on an NPU or CPU?
  • 55. 63 P3 trade-offs: Increasing Performance • Overcoming the memory wall • Structured ASICs • PISA: New generation of switch ASICs • High-performance FPGAs • Fotonics & Packet Optical Integration • Moore’s law goes manycore • Advances in high-performance (virtualized) networking stacks • Fast packet Linux I/O (DPDK, PF_RING, Netamp, VPP…)
  • 56. 64 P3 trade-offs: Increasing Portability • OpenFlow model not enough • Dataplane abstractions + Open APIs, e.g. ODP • High-level DSL (and IR?) e.g., P4 • Multi-Architecture Compiler toolchains • Model-based everything • e.g., YANG Source: ONF PIF
  • 57. 65 P3 trade-offs: Increasing Programmability • SDN + NFV • New Programming languages at diferent layers • Automation • New control loops (feat. Analytics/AI) • aka. Knowledge-Defined Networking (KDN) • Open Source • Open source SW, HW (think Open Compute Project) • APIs APIs APIs • Model-driven networking (taming complexity) • https://www.ericsson.com/research-blog/sdn/model-driven-networking-looom/
  • 58. 66 Limits of human understanding Technological limits Hand Crafted Code Modeling + Code Gen Slide courtesy of Jonathan Lynam (Ericsson), suggested by Attila Takacs (Ericsson, Inspired by Vinod Khosla @ ONS2014 further info: https://www.ericsson.com/research-blog/sdn/model-driven-networking-looom/ Hand Crafted: * Lower apparent barrier to entry * Domain Experts + programmers = ??? Speed, Capacity, Features Complexity Tools Driven * Higher initial complexity * Machinists, not just Tailors + Apprentices Goal: keep curve more flat
  • 59. 67 Conclusions • Exciting times to be in networking • Software-driven • The future is all about Software Ecosystems • Open Interfaces: Protocols, APIs, Code, Tool Chains / “Best of Breed” markets • Multiple disciplines clashing together • Networking, OS, compilers, computer architectures, HW/SW co-design • Fundamental trade-offs • Technology breakthroughts pushing the hard limits • Intellectual contributions needed • Models and automation • Cost and economic factors as usual will drive winning aproaches
  • 60. 68 References / Further Reading • John Doyle, Universal laws and architecture • David Meyer, Macro Trends, Architecture, and the Hidden Nature of Complexity (and what does this have to do with SDN?) • Russ White, Tradeoffs in Network Complexity • P4: http://p4.org/ for code and specs (Current release is P416) • A. Capone & C. Cascone, SDN tutorial, IEEE Netsoft 2015 • Jonathan Lynam, Model-driven networking, 2016 • Diego Kreutz et al., "Software-Defined Networking: A Comprehensive Survey." In Proceedings of the IEEE, Vol. 103, Issue 1, Jan. 2015. • Pattam Gyanesh Patra, Christian Esteve Rothenberg, Gergely Pongrácz. "MACSAD: High Performance Dataplane Applications on the Move". In IEEE 18th International Conference on High Performance Switching and Routing (HPSR), Campinas, Brazil, Jun. 2017. • Ahmad Rostami, Katia Obraczka, and Christian Esteve Rothenberg. Tutorial on SDN, NFV and Their Role in 5G. In ACM SIGCOMM Tutorials, Florianopolis, Brazil, Aug. 2016.
  • 65. • Assistant Professor (tenure track) at FEEC/UNICAMP (since 2013) • PI leading the INTRIG lab at DCA/FEEC/UNICAMP INTRIG: Information & Networking Technologies Research & Innovation Group • Currently, supervising 7 PhD, 5 MSc candidates, and 4 undergrad students • Research Scientist at CPqD R&D Center in Telecommunication (2010-2013) • Technical Lead of pioneering SDN/OpenFlow activities in the Converged Networking Division • ONF Research Associate (since Apr/2013) • PhD in Electrical and Computer Engineering (FEEC/UNICAMP, 2010) • MSc in Electrical Eng and Information Technology (Darmstadt University, 2006) • Bachelor Eng Telecommunication (Universidad Politécnica de Madrid, 2004) About: Christian Esteve Rothenberg http://www.dca.fee.unicamp.br/~chesteve/
  • 66. Research Interests & Results Software Defined Networking Information Centric Networking Network Functions Virtualization • RouteFlow (hybrid IP-SDN) • softswitch13 • libfluid (ONF Driver) • Mininet-WiFi :: Wireless / Mobility • SDN-2-SDN Peering • MD2-NFV (Multi-Domain Distributed) • Mini-CCNx -> Mini-NDNx • LIPSIN (in-packet Bloom filters) • Semantic/Ontology-based SW architectures • 10G+ VNF / Multi-Core Architectures • VNF-a-a-S / Benchmarking
  • 67. Research Questions on NFV/SDI • VNF Benchmarking Methodology & a-a-S APIs and Lifecycle Workflows • Reproducible Research / R&D / Q&A Practices + Open Source & DevOps • Highest level Network Service Description & Orchestration (aka. NSO, LSO, LCM) • Multi-Domain, Peering, Exchanges :: New business models and Information Modeling • High Performance, Open Source Stacks & Programmable DP (P4)
  • 68. Open Source minded Research @ • Extensive use of open source in support of research activities. • Etherpad, Owncloud, Docker, Gitlab, etc. • Publish versions of papers (in submission/accepted) • Arxiv.org • Make “source code” of papers available • Overleaf, github • Release all research data to allow third parties to re-use and reproduce • Github, wiki + readme (instructions on how to reproduce the paper experiments) • Highlight the reproducibility aspect in the papers (today: plus, tomorrow: requirement/norm?) • Students use github (private->public) as the research dev repository • Even if no paper accepted or in early • Create community-oriented open source projects
  • 69. Open Source Research Artifacts Technical lead of successful open source projects (see https://github.com/chesteve & https://github.com/intrig-unicamp): • Mininet-WiFi, Emulator for Software-Defined Wireless Networking • https://github.com/intrig-unicamp/mininet-wifi • libfluid, winner of the ONF Driver Competition (Mar/2014) • http://opennetworkingfoundation.github.io/libfluid/ • Mini-CCNx, fast prototyping and experimentation of CCN networks (2013 - ) • https://github.com/carlosmscabral/mn-ccnx • softswitch13, first OpenFlow 1.2 and 1.3 soft switch, controller, and testing framework [funded and in technical collaboration with Ericsson] (2011 - 2013) • https://github.com/CPqD/ofsoftswitch13 • RouteFlow, first IP routing architecture for SDN (2010 - ) • https://github.com/routeflow/ 77
  • 70. 78 The high-performance gourmet recipe... ● Fast packet I/O (DPDK, PF_RING, Netamp, PFQ…) ● Concurrency? ○ Many applications are still implemented as single process/thread ● Lock-less programming (no mutexes or spinlock) ○ Lock-free/wait-free algorithm, amortized atomic operations (CAS and all.) ○ Memory Model (C11,C++11)? ● Polling vs latency ● Memory ○ Zero dynamic memory allocations (0-malloc) ○ Reduced true sharing, zero false-sharing of cache-line ○ NUMA and memory-aware applications? Hugepages? ● Affinity ○ Interrupt affinity of multi-queues NICs? ○ Process/thread pinning, cpu isolation and real-time scheduling... Source: Nicola Bonelli, Software acceleration for network applications and multi-core architectures.
  • 71. 79 The missing Principles of Modularity Source: T. Koponen
  • 72. One SDN to rule them all Actually not, different reasonable models and approaches to SDN are being pursued One SDN controller to rule them all, with a discovery app to find them, One SDN controller to tell them all, on which switchport to bind them. In the Data Center, where the packets fly. Source Poem: http://dovernetworks.com/?p=83 Further reading: http://theborgqueen.wordpress.com/2014/03/31/the-legend-of-sdn-one-controller-to-rule-them-all/
  • 73. Different SDN Models Control-plane component(s) Data-plane component(s) Canonical/Open SDN Traditional Hybrid/Broker Overlay Compiler
  • 74. Why Open Source in Networking? • Higher reliability, more flexibility • Faster, lower cost, and higher quality development • Collaborative decisions about new features and roadmaps • A common environment for users and app developers • Ability for users to focus resources on differentiating development • Opportunity to drive open standards Bottom Line: The open source model significantly accelerates consensus, delivering high performing, peer-reviewed code that forms a basis for an ecosystem of solutions. Source: Open Source in a Closed Network – Prodip Sen (OPNFV Summit 2015)
  • 75. Standard Development & Open Source Organizations Source: SDN IEEE Outreach, http://sdn.ieee.org/outreach Academia Industry
  • 76. Foundations : The New Player Target Collaboration • Neutral and non-competing • Legal framework for licensing, copyright, intellectual property management "Companies feel they can collaborate on an open source project through an independent, not-for-profit entity that they trust - this is incredibly important to them," --Allison Randa (Board President of Open Source Initiative)
  • 77. Recent Events involving Open Source • The Battle for the Hypervisor Switch1 • Open vSwitch vs Nexus1000v vs Hyper-V Virtual Switch • The Battle for the Cloud: Stack Wars • Stack wars: OpenStack v. CloudStack v. Eucalyptus • The Battle for the SDN control platform • OpenDaylight vs Floodlight vs etc. etc. • The Battle for the SDN Northbound APIs • ONF vs OpenDaylight vs OpenStack vs etc. • ONF OpenFlow Driver Competition • An open source driver to accelerate developments 1http://www.networkworld.com/community/blog/battle-hypervisor-switch-and-future-networking
  • 78. NFV >>> Accelerating Transformation Source: Adapted from D. Lopez Telefonica I+D, NFV
  • 79. Sisyphus on Different Hills Telco Operators Equipment Vendors SDOs 2-6 Years Demand Drive Standardise Implement Sell Deploy Critical mass of supporters Develop Deploy Publish 2-6 Months Telco Cycle Service Providers Cycle 2-6 years 2-6 months Service Providers AVAILABLE AVAILABLE Idea !! Idea !! Source: Telefonica I+D / ETSI NFV
  • 80. Open Source SDN/NFV & Standardization Evolving and accelerating the path to standardization Further Reading: • IETF Trends and Observations draft-arkko-ietf-trends-and-observations-00 • Source of table: "When Open Source Meets Network Control Planes." In IEEE Computer (Special Issue on Software-Defined Networking), vol.47, Nov. 2014. • Source of figure: A. Manzalini et al., “ Towards 5G Software-Defined Ecosystems”
  • 81. Open Source Building Blocks 2015 – 2016: Several New Projects Source: The Open Source NFV Eco-system and OPNFV’s Role Therein – Frank Brockners (OPNFV Summit 2016)
  • 82. NFV Growing ecosystem © Fraunhofer FOKUS NFVO
  • 84. 5G Related Open Source
  • 87. Continuous Integration Environment • Continuous Integration tool chain speeds development and facilitates collaboration • Gerrit – code review tool • GitHub - code repository • Jenkins – automated build tool • Maven – code build • Ansible/Chef/Puppet – code deployment tool • Docker/Vagrant – deployment to Containers/VMs Source: Open Source Carrier Networking – Chris Donley (OPNFV Summit 2016)
  • 88. Example: NTT (TM FORUM 2016) Source: A Transformation From Legacy Operation to Agile Operation – Makoto Eguchi (TM FORUM 2016)
  • 89. All of This Leads Us To … Software Defined Networking DevOps Defined Networking DevOps Slide courtesy: Kyle Mestery
  • 90. Detour on Layered Architectures and Complexity And what does this have to do with SDN and Open Source
  • 91. Some experiences and ongoing activities
  • 92. More info: Mininet-WiFi: Emulating Software-Defined Wireless Networks https://github.com/intrig-unicamp/mininet-wifi 100 Mininet-WiFi
  • 93. More info: Demos Video 01: https://www.youtube.com/watch?v=_PtSmhf7Z8s Video 02: https://www.youtube.com/watch?v=H46EPuJDJhc Video 03: https://www.youtube.com/watch?v=WH6bSOKC7Lk Mininet-WiFi :: Use Cases