management of overlay traffic by means of economic and

24
Management of Overlay Traffic by Means of Economic and Incentives’ Mechanisms George D. Stamoulis Network Economic and Services Laboratory Athens University of Economics and Business http://nes.aueb.gr September 2011

Upload: others

Post on 02-Nov-2021

2 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: Management of Overlay Traffic by Means of Economic and

Management of Overlay Traffic by Means of Economic and

Incentives’ Mechanisms

George D. Stamoulis

Network Economic and Services Laboratory

Athens University of Economics and Business

http://nes.aueb.gr

September 2011

Page 2: Management of Overlay Traffic by Means of Economic and

Economic mechanisms and overlay traffic - 2

Outline

Introduction and motivation Project SmoothIT

Economic management of overlay traffic

Insertion of ISP-owned Peer

Collaboration of ISPs

Concluding remarks

Page 3: Management of Overlay Traffic by Means of Economic and

Economic mechanisms and overlay traffic - 3

Introduction and Motivation

Page 4: Management of Overlay Traffic by Means of Economic and

Economic mechanisms and overlay traffic - 4

The Internet Ecosystem

Many different players acting simultaneously

Customers/Users

Providers

¯ ISPs

¯ Overlay application providers

¯ Over-The-Top providers

¯ Content providers

¯ ...

Page 5: Management of Overlay Traffic by Means of Economic and

Economic mechanisms and overlay traffic - 5

Tussles in Internet

Players are self-interested, with:

substitute or complementary roles/functionalities

conflicting interests,

and contend even on the same service

e.g. : application providers desire high quality,

which is costly to ISPs.

Page 6: Management of Overlay Traffic by Means of Economic and

Economic mechanisms and overlay traffic - 6

Overlays & Information asymmetry

Peer-to-Peer (P2P) and other overlays generate

significant traffic volumes

40+% of the traffic

Overlays built independently of physical network

Flexibility, but …

potential inefficiencies wrt overlay traffic insertion in

underlay, due to information asymmetry

Page 7: Management of Overlay Traffic by Means of Economic and

Economic mechanisms and overlay traffic - 7

Overlay Choices

A

A B

B

C

C

Page 8: Management of Overlay Traffic by Means of Economic and

Economic mechanisms and overlay traffic - 8

Conventional Traffic Management

Aims at achieving a global optimum

1. for a single criterion, possibly combined metric

2. by a central entity, with full information

Not suitable for overlay traffic, due to tussles

Page 9: Management of Overlay Traffic by Means of Economic and

Economic mechanisms and overlay traffic - 9

Target: All-Win Situation

… traffic management taking into account:

the interests of individual players

the distribution of information and functionality

the large scale of Internet

aiming for a “good” equilibrium operating point

Page 10: Management of Overlay Traffic by Means of Economic and

Economic mechanisms and overlay traffic - 10

Incentives and Mechanism Design

... incentive constraints should be considered coequally

with resource constraints in the formulation of the

economic problem.

R.Myerson, Nobel Prize in Economic Sciences, 2007

Mechanisms can help us:

attain an outcome in a complicated optimization

problem, in a distributed way

The “engineering” side of economic theory.

E.Maskin, Nobel Prize in Economic Sciences, 2007

Page 11: Management of Overlay Traffic by Means of Economic and

Economic mechanisms and overlay traffic - 11

The FP7-ICT Project SmoothIT

Simple Economic Management Approaches of Overlay

Traffic in Heterogeneous Internet Topologies

Main objective: To optimize overlay traffic mutually

beneficially for all ISP, user, application provider

File-sharing and Video-on-Demand

Approach: Economic Traffic Management (ETM),

with mechanisms based on the incentives of players

Page 12: Management of Overlay Traffic by Means of Economic and

Economic mechanisms and overlay traffic - 12

SmoothIT at a glance

Duration: January 2008 – March 2011

Total budget: 4,37 MEuro

Coordinator: University of Zurich (CH)

Industrial partners: DoCoMo EuroLabs (DE)

Intracom S.A. (EL)

PrimeTel (CY)

Telefonica Investigation y Desarollo (ES)

Academic partners: AGH University of Science and Technology (PL)

Athens University of Economics and Business (EL)

Julius Maximilians University of Wuerzburg (DE)

Technical University of Darmstadt (DE)

Page 13: Management of Overlay Traffic by Means of Economic and

Economic mechanisms and overlays - 13

Win-Win

Page 14: Management of Overlay Traffic by Means of Economic and

Economic mechanisms and overlay traffic - 14

Economic management of overlay traffic

I. Papafili, G. D. Stamoulis, R. Stankiewicz, S. Oechsner, K. Pussep, R. Wojcik, J. Domzal,

D. Staehle, F. Lehrieder, B. Stiller, Assessment of Economic Traffic Management of

Overlay Traffic: Methodology and Results, in 3rd FIA Book Future Internet:

Achievements and Promising Technology, to be published by Springer Verlag, May 2011

Page 15: Management of Overlay Traffic by Means of Economic and

Economic mechanisms and overlays - 15

Incentives and TripleWin

Assume flat rate Internet access pricing

TripleWin = simultaneous Win (ISP) wrt providers’ revenue/cost of overlay traffic & Win (user + overlay provider) wrt performance

ETM deployment costs taken into account later

Page 16: Management of Overlay Traffic by Means of Economic and

Economic mechanisms and overlay traffic - 16

Optimization in Overlays

Overlays already include mechanisms to

optimize user performance

tit-for-tat in BitTorrent,

give-to-get in NextShare VoD

Possible inefficiencies

1. Suboptimal performance

¯ due to incomplete information ( asymmetry)

2. conflict with the incentives of the ISP

Page 17: Management of Overlay Traffic by Means of Economic and

Economic mechanisms and overlay traffic - 17

Overlay Choices

A

A B

B

C

C

Page 18: Management of Overlay Traffic by Means of Economic and

Economic mechanisms and overlay traffic - 18

ETM Mechanisms (I)

Exploit the existing overlay structure and

mechanisms involving choices;

e.g. overlay neighbor selection

Are highly distributed and scalable

Stimulate information sharing among players

Do not impose decisions - can be bypassed

Page 19: Management of Overlay Traffic by Means of Economic and

Economic mechanisms and overlays - 19

ETM Mechanisms (II)

ISP affects users’ individually optimal choices

and overlay traffic patterns desirably by:

1. providing users with extra underlay information

¯ locality promotion

¯ For ISP: Win – for user: ? Win/No-Lose

2. offering extra resources in the overlay to “help”

local users

¯ For user: Win – for ISP: ? Win

Page 20: Management of Overlay Traffic by Means of Economic and

Economic mechanisms and overlays - 20

The main ETM Mechanisms

1. BGP-based Locality Promotion (BGP-Loc) A server provides proximity-related information,

employed optionally by the querying peer

2. Insertion of ISP-owned Peers (IoP) in swarms A resourceful entity enhancing both user

performance and traffic locality within an ISP

3. Promotion of Highly Active Peers (HAP) ISP boosts regular peers’ capacity in order to serve

as IoPs

Page 21: Management of Overlay Traffic by Means of Economic and

Economic mechanisms and overlay traffic - 21

Concluding remarks

Page 22: Management of Overlay Traffic by Means of Economic and

Economic mechanisms and overlays - 22

Main Conclusions

ETM can lead to TripleWin Existing overlay optimization can benefit from ETM

Locality promotion does reduce costly inter-domain traffic … but does not always lead to TripleWin

¯ possible performance deteriotation

Use of resourceful entities (e.g IoP) is effective

ISP collaboration is effective

Monetary benefits can break-even with costs

Page 23: Management of Overlay Traffic by Means of Economic and

Economic mechanisms and overlays - 23

Final Remarks

No ETM approach can fit all cases/applications

ETM deployed by a subset of users or ISPs can be

beneficial for them

Others (e.g. smaller ISPs) may be forced to adopt ETM too

Special modeling and assessment methodologies used for TripleWin evaluation

ETM should not affect adversely other applications

Page 24: Management of Overlay Traffic by Means of Economic and

Economic mechanisms and overlays - 24

Thank you for your attention!

More information:

www.smoothit.org

http://nes.aueb.gr