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(jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a router collects the internet to my house sure. but somewhere on earth there HAS to be some where that the internet originates by sending out the first signal so others can collect it. where is that place? also is it like... a box or something? I'm so confused. one more for those who want to answer, if some maintenance guy were to spill coffee on it would the worlds internet crash? like... everywhere? (tp5com) Everywhere. It's not really a physical being. (evaohell) The internet is stored in a little black box with a blinking light:

(jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

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Page 1: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

(jeez y) Where is the Internet?

Answers from :(G. Whilikers) Out there.

(Mike) the way I see it, the "internet" has to be somewhere. a router collects the internet to my house sure. but somewhere on earth there HAS to be some where that the internet originates by sending out the first signal so others can collect it. where is that place? also is it like... a box or something? I'm so confused. one more for those who want to answer, if some maintenance guy were to spill coffee on it would the worlds internet crash? like... everywhere?

(tp5com) Everywhere. It's not really a physical being.

(evaohell) The internet is stored in a little black box with a blinking light:

Page 2: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

And what does it look like?

?

cambodia4kidsorg: ”What does the Internet look like?”

Page 3: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

The Network Geography of the Internet*

Péter HágaEötvös Loránd University

Budapest, Hungary

* Spotter: A Model Based Active Geolocation Service, INFOCOM 2011* On the Network Geography of the Internet, INFOCOM 2011* On the Spatial Properties of Internet Routes, submitted to Journal on Selected Areas of Communications

GEOLOCATION SERVICE

Page 4: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

Geolocation in general

Page 5: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

Geolocation in general

• passive geolocationo extracting location information from domain names (DNS)o registries, Whois databases, commercial databaseso large and geographically dispersed IP blocks are allocated to

a single entity prohibiting the study of several geographic aspects

• active geolocationo active probing (delay, topology)o measurement nodes with known locationo constraint based techniques

Page 6: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

Whois based location estimationexample for passive geoloc

Cumulative distribution of the maximal distances fromPamplona, Spain to 4000 Google IPs. The maximaldistances are calculated from the network delays assuming200000 km/sec signal propagation speed. The vertical linerepresents the real geographical distance betweenPamplona and Mountain View, CA, showing that 47% of thenodes must be closer to Pamplona than Mountain View.

Page 7: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

Spotter – theoretical background

Page 8: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

Spotter – theoretical background

L

T

• roundtrip travel time measured between the landmark (L) and the target (T) node by ping

• RTT is transformed to geographic distance• ”triangulation” from multiple landmarks

Page 9: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

Travel time – distance relation

• reference dataset (nodes with known location)• distance between the source and destination• measured RTT

Page 10: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

Standardized travel time – distance distribution

• Standardized values, fitted normal distribution

Page 11: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

The distances are normally distributed for a given RTT

each RTT point out a radial profile with d and d => which defines the spatial probability distribution of the target

Evaluation process

Page 12: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

”Triangulation”

The target’s location must satisfy all the individual spatial constraints.

Page 13: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

visit and use!

http://spotter.etomic.org

Spotter - online geolocation service

• online: free, easy to use• offline: batch mode

~15k addresses/day• to fix: DNS resolve problem

Page 14: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

Where is the WikiLeaks site (46.59.1.2)?hostip.info

Page 15: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

Where is the WikiLeaks site (46.59.1.2)?IPligence

Page 16: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

Where is the WikiLeaks site (46.59.1.2)?MaxMind

Page 17: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

Where is the WikiLeaks site (46.59.1.2)?Spotter

Page 18: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

Where is the WikiLeaks site (46.59.1.2)?http://www.youtube.com/watch?v=qwlATf9xse4

Page 19: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

Spotter’s accuracy

• Estimation accuracy for reference node set (thanks to Bradley@CAIDA)

• Spotter – „pure probabilistic method”• Spotter city – population density as extra constraint

Page 20: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

Are there typical link lengths?How circuitous are the network paths?

What is the extent of route asymmetry?

Some basic geographic properties of the Internet

Page 21: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

Router density visualization

• routers of the full-mesh PlanetLab topology (700x700)

• discovered by traceroute• both academic and commercial ISPs• IP level network• approx. 16.000 addresses

Page 22: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

Link length frequency & distribution

Page 23: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

Link length frequency

each unique link is represented once links are weighted up with their prevalence in the traceroute data setcollected at one time

# of identified IP level links: approx. 44.000

Page 24: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

Link length distribution

300 km

3700 km

• power law, where ?• logarithmic relation, where ?• model behind the observation?

ddP )(ddP /1)(

Page 25: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

Circuitousness of network paths

Page 26: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

Circuitousness of network paths

endpoints theof distance sphericallength link aggregatednesscircuitous relative

Page 27: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

Circuitousness of network paths

Intra-continental routes: significant circuitousness

Inter-continental routes: determined by the intercontinental gateways

Page 28: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

Symmetry of network routes

Page 29: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

Symmetry of network routes

A: United Kingdom – Hong KongB: California, USA – Hong KongC: California, USA – Singapore

Ratio of the route lengths of the forward and the backward directions.

Page 30: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

Around the world in 300 ms

from the United Kingdom to Hong Kong:• forward direction: eastward through Europe and Asia• backward direction: eastward through the USA

Page 31: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

Where is the Internet?*And what does it look like?*

*as our dataset shows

Page 32: (jeez y) Where is the Internet? - CAIDA · (jeez y) Where is the Internet? Answers from : (G. Whilikers) Out there. (Mike) the way I see it, the "internet" has to be somewhere. a

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for more info &for the online service please visit:http://spotter.etomic.org

GEOLOCATION SERVICE

Thank you for your attention!