NourishingNetworkControlIntelligence
DiegoR.LopezOctober2017
2
• Apurposebeyonddivergentgoals• Alimenttogrowandstrengthen• Guidancefromtheelderandsuperiorones
WhatIntelligenceRequires
3
• TakingadvantageoftheSoftwareNetworko Elasticityo Homogeneityo Programmabilityo Abstraction
• Inachangingnetworklandscapeo Pervasiveencryptiono Internetstackevolutiono Andtheadventof5G
TheRaisonD’être:Automation
4
• Manymechanismsproposedo Butnotdemonstratedinoperational
conditions• Heavilydependentontrainingand
testingdatao Datasetsarehardtoobtain
• Datasetsareevenhardertoapplyo Incorrecttaggingo Unknownbiases
• Ahybridenvironmento Combinationofsyntheticandrealdatao Controlleddatasets
Data,FoodforThought
Apps&clients CSP&Internet
Network
WebServer
CloudFileProvider
Videostream
Illegal
Cloud
Video
Browser
Illegal
VNFs
Browsing
CloudVideo
Illegal
OSSManageabletraffic
??
App1
App2
Unknown
OSS
Manageabletraffic
App1
App2
…..
MLAlgorithms
MouseWorld
HoneyPot
Attacks
5
PuttingtheHumanintheLoop
OSMstack
NFVI
Computenodes
DataPlaneSwitch
NAT
VPN
NFVI
Computenodes
DataPlaneSwitch
NFVI
Computenodes
DataPlaneSwitch
VIMmanagementInfrastructuremanagementTelco/VNFmanagement
ITAv
UNIVBRIS
UC3M
VIM
VIM
VIM
• Integrateddevelopmentenvironmentso Asingleintent-basedentrypointo Supportingadialecticway
• Opencollaborativeexperimentationo Tryandtraino Supportdatageneration
• AAAAA…o Audit track:thewho,thewhat,
thewheno Securityinallaspects
