Nourishing Network Control Intelligence · • Aliment to grow and strengthen • Guidance from the elder and superior ones What Intelligence Requires. 3 • Taking advantage of the

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