is it really worth to peer at ixps?dilallo/presentations/itisreallyworthtopeeratixps.pdfwe exploited...

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Roma Tre University Is It Really Worth to Peer at IXPs? Marco Di Bartolomeo Giuseppe Di Battista Roberto di Lallo Claudio Squarcella Nautilius Mediterranean Exchange Point (NaMeX) ISCC 2015

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Page 1: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

Roma Tre University

Is It Really Worth to Peer at IXPs?

Marco Di Bartolomeo Giuseppe Di Battista Roberto di Lallo Claudio Squarcella

Nautilius Mediterranean Exchange Point (NaMeX)

ISCC 2015

Page 2: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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Introduction to IXPsInternet eXchange Points (IXPs) are infrastructures used by Internet Service Providers (ISPs) to exchange traffic between their ASes

Page 3: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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Known Benefits

Page 4: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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Known Benefits• Lower distances

and locality of traffic

Page 5: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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Known Benefits• Lower distances

and locality of traffic

• Better QoS for the User

Page 6: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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Related Work (Selection)• N. Chatzis, G. Smaragdakis, A. Feldmann, and W. Willinger,

“There is more to ixps than meets the eye”, SIGCOMM Comput. Commun. 2013

• A. Gupta, L. Vanbever, M. Shahbaz, S. P. Donovan, B. Schlinker, N. Feamster, J. Rexford, S. Shenker, R. Clark, and E. Katz-Bassett, “Sdx: A software defined internet exchange”,in Proc. SIGCOMM 2014

• M. Ahmad and R. Guha,“A tale of nine internet exchange points: Studying path latencies through major regional ixps”, in Local Computer Networks (LCN), 2012

Page 7: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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Motivation and Contribution

Page 8: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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Motivation and ContributionMOTIVATION

• A quantitative analysis on the impact of IXPs on key performance indicators is missing

• To our knowledge, all existing works use, at least partially, simulated data

• Comparing a path traversing an IXP with one that does not is hard without direct control of traffic flows

Page 9: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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Motivation and ContributionMOTIVATION

• A quantitative analysis on the impact of IXPs on key performance indicators is missing

• To our knowledge, all existing works use, at least partially, simulated data

• Comparing a path traversing an IXP with one that does not is hard without direct control of traffic flows

OUR CONTRIBUTION

• Supported by several ISPs, we compare key performance indicators using real-world measurements on IXP and non-IXP paths

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Side Motivation: DepeeringSome major ISPs have canceled all peerings (depeering) at the IXPs, justifying such decision in terms of :

• Cost reduction • Improvement of the quality of services (QoS)

Page 11: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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But…

Page 12: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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But…

Page 13: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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QoS InvestigationInvestigate the impact that IXPs have on the QoS

USED METRICS

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Page 14: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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QoS Investigation

Round Trip Time

Investigate the impact that IXPs have on the QoSUSED METRICS

UNIVERSITÀ DEGLI STUDI

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Page 15: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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Hop Count

QoS Investigation

Round Trip Time

Investigate the impact that IXPs have on the QoSUSED METRICS

UNIVERSITÀ DEGLI STUDI

ROMATRE

Page 16: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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Hop Count

QoS Investigation

Round Trip Time

Packet Loss

Investigate the impact that IXPs have on the QoSUSED METRICS

UNIVERSITÀ DEGLI STUDI

ROMATRE

Page 17: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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Jitter

Hop Count

QoS Investigation

Round Trip Time

Packet Loss

Investigate the impact that IXPs have on the QoSUSED METRICS

UNIVERSITÀ DEGLI STUDI

ROMATRE

Page 18: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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Traffic Locality InvestigationInvestigate the impact that IXPs have on keeping local the

local traffic

Page 19: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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A Case of StudyThe Italian Internet and the Italian main Internet eXchange Points

Page 20: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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A Case of StudyThe Italian Internet and the Italian main Internet eXchange Points

Page 21: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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A Case of StudyThe Italian Internet and the Italian main Internet eXchange Points

Page 22: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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A Case of StudyThe Italian Internet and the Italian main Internet eXchange Points

Page 23: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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Measuring SystemWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based on thousands of devices (probes), deployed all around the world.

Page 24: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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Experiment CISCritical and most visited Internet Sites

Critical Internet Sites

Page 25: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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Experiment CISCritical and most visited Internet Sites

Most visited Internet Sites

• We selected the sites that are most visited by italians according to the Alexa ranking

• We filtered the ones hosted in Italy

• Finally we selected the first 100

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Experiment CIS: Setting

• Targets: • 50 critical Internet services • 100 most visited sites

• Duration of the experiment: 4 hours • Frequency of measurements:

• 6 pings per hour • 2 traceroutes per hour

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Experiment CIS: ResultsMeasurement: Round Trip Delay

Targets: Critical Internet sites

0 %

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100 %

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Cu

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Round trip delay [ms]

Probes not traversing IXPsProbes traversing IXPs

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100 %

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Hop count

Probes not traversing IXPsprobes traversing IXPs

Experiment CIS: ResultsMeasurement: Hop count

Targets: Most visited Internet sites

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0

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120

AS174

AS3356

AS8928

AS3257

AS1200

AS2914

AS1299

AS6453

AS8220

AS3549

AS1273

AS20940

AS34419

% o

f tr

ave

rsin

g p

ath

s

UPSTREAMIXP

Experiment CIS: ResultsMeasurement: Paths traversing foreign (non-Italian) ASes

Targets: Critical Internet sites

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AS174

AS3356

AS2914

AS1299

AS3549

AS6939

% o

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ath

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UPSTREAMIXP

Experiment CIS: ResultsMeasurement: Paths traversing foreign (non-European) ASes

Targets: Most visited Internet sites

Page 31: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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Experiment CIS: Discussion• IXPs have a positive effect on keeping local the local

traffic

• As a first observation, paths through IXPs seem to have better performance

• …However these measurements are performed by a variable set of probes, since we don’t have direct control on interdomain routing (i.e., BGP) announcements

Page 32: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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Experiment SBA: SettingSelective BGP Announcements

UPSTREAMUPSTREAM

PARTNERISP

PHASES:UPSTREAM

IXP

ALL

Probe

Page 33: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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Experiment SBA: SettingSelective BGP Announcements

UPSTREAMUPSTREAM

PARTNERISP

PHASES:UPSTREAM

IXP

ALL

Probe

Page 34: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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Experiment SBA: SettingSelective BGP Announcements

UPSTREAMUPSTREAM

PARTNERISP

PHASES:UPSTREAM

IXP

ALL

Probe

Page 35: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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Experiment SBA: SettingSelective BGP Announcements

UPSTREAMUPSTREAM

PARTNERISP

PHASES:UPSTREAM

IXP

ALL

Probe

Page 36: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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Experiment SBA: SettingSelective BGP Announcements

UPSTREAMUPSTREAM

PARTNERISP

PHASES:UPSTREAM

IXP

ALL

Probe

Page 37: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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Experiment SBA: SettingSelective BGP Announcements

UPSTREAMUPSTREAM

PARTNERISP

PHASES:UPSTREAM

IXP

ALL

Probe

Page 38: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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Experiment SBA: SettingSelective BGP Announcements

UPSTREAMUPSTREAM

PARTNERISP

PHASES:UPSTREAM

IXP

ALL

Probe

Page 39: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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UPSTREAMUPSTREAM

PARTNERISP

PHASES:UPSTREAM

IXP

ALL

Probe

Experiment SBA: SettingSelective BGP Announcements

Page 40: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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Partner ISPsFor the second experiment we partnered with 3 providers:

Mc-Link

Italian network operator headquartered in Rome and founded in 1986.

It mainly offers services for the business

industry.

Seeweb

Italian network operator headquartered in Rome and founded in 1998.

It offers cloud services and web hosting

Unidata

Italian network operator headquartered in Rome and founded in 1985.

Among the co-founders of the popular IXP

NaMeX

Page 41: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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Average round-trip delay [ms]

Probes choosing upstream (M)Probes choosing IXPs (M)

Probes choosing upstream (F)Probes choosing IXPs (F)

Experiment SBA: ResultsMeasurement: Average Round Trip Delay

Target(s): Inside Seeweb (“M” and “F”)

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0 %

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Average round-trip delay [ms]

AS 174IXP

Experiment SBA: ResultsMeasurement: Average Round Trip Delay

Target: Inside Seeweb, through upstream AS 174

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0 %

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Cum

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Average hop count

Probes choosing upstreamProbes choosing IXPs

Experiment SBA: ResultsMeasurement: Average Hop count

Target: Inside MC-LINK

Page 44: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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0 %

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100 %

5 6 7 8 9 10 11 12 13

Cum

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Average hop count

AS 3356IXP

Experiment SBA: ResultsMeasurement: Average Hop count

Target: Inside MCLINK, through upstream AS 3356

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Jitter [ms]

Probes choosing upstreamProbes choosing IXPs

Experiment SBA: ResultsMeasurement: Jitter

Target: Inside Unidata

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Jitter [ms]

AS 3257IXP

Experiment SBA: ResultsMeasurement: Jitter

Target: Inside Unidata, through upstream AS 3257

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Experiment SBA: ResultsMeasurement: Gain on the RTT (per class of probes)

Target: Inside MC-LINK

0 %

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-60 -50 -40 -30 -20 -10 0 10

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Gap in average round trip delay [ms]

CAHCustomer

Transit

Page 48: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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Experiment SBA: ResultsMeasurement: Gain on the Hop Count (per class of probes)

Target: Inside MC-LINK

0 %

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60 %

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100 %

-10 -9 -8 -7 -6 -5 -4 -3 -2 -1

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CAHCustomer

Transit

Page 49: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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ConclusionsOur experiments put in evidence that peerings exploiting IXPs:

• have a positive effect on key performance indicators

• have the effect of reducing the number of foreign ISPs traversed to reach critical Internet services (keep local the local traffic)

Page 50: Is It Really Worth to Peer at IXPs?dilallo/presentations/ItIsReallyWorthToPeerAtIxps.pdfWe exploited the distributed infrastructure of RIPE Atlas, an Internet measurement network based

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Future WorkIt would be interesting to:

• extend our experiments considering more performance indicators (e.g. bandwidth)

• cooperate with ISPs and IXPs in other countries to reproduce the experiments, compare the results and generalize the methodology

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Thank you for your [email protected]