Measuring the evolution of the internet in the age of giants:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Abschlussarbeit Buch |
| Sprache: | English |
| Veröffentlicht: |
Düren
Shaker Verlag
2020
|
| Schriftenreihe: | Reports on Communications and Distributed Systems
volume 20 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | 239 Seiten Illustrationen, Diagramme, Karten 21 cm x 14.8 cm, 383 g |
| ISBN: | 9783844076608 3844076603 |
Internformat
MARC
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| 245 | 1 | 0 | |a Measuring the evolution of the internet in the age of giants |c Jan Rüth |
| 264 | 1 | |a Düren |b Shaker Verlag |c 2020 | |
| 300 | |a 239 Seiten |b Illustrationen, Diagramme, Karten |c 21 cm x 14.8 cm, 383 g | ||
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| 490 | 1 | |a Reports on Communications and Distributed Systems |v volume 20 | |
| 502 | |b Dissertation |c RWTH Aachen University |d 2020 | ||
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| 653 | |a Age of Giants | ||
| 653 | |a Internet Measurements | ||
| 653 | |a Evolution of the internet | ||
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Datensatz im Suchindex
| _version_ | 1804182003750273024 |
|---|---|
| adam_text | CONTENTS
1
INTRODUCTION
1
1.1
RESEARCH
QUESTIONS
AND
CHALLENGES
......................................................
5
1.2
CONTRIBUTIONS
AND
OUTLINE
OF
THE
DISSERTATION
......................................
6
2
BACKGROUND
9
2.1
INTERNET
ARCHITECTURE
AND
THE
RISE
OF
INTERNET
GIANTS
........................
9
2.1.1
THE
DOMAIN
NAME
SYSTEM
.........................................................
12
2.1.2
CONTENT
DELIVERY
NETWORKS
.........................................................
14
2.2
INTERNET
MEASUREMENTS
............................................................................
17
2.2.1
MEASUREMENT
ETHICS
..................................................................
18
2.3
INTERNET
TRANSPORT
..................................................................................
19
2.3.1
THE
TRANSMISSION
CONTROL
PROTOCOL
..............................................
20
2.3.2
QUIC
..............................................................................................
25
2.3.2.1
VERSION
NEGOTIATION
AND
CONNECTION
ESTABLISHMENT
.
28
2.3.2.2
CHALLENGES
FOR
QUIC
.........................................................
30
2.3.3
CONGESTION
CONTROL
.........................................................................
31
2.3.3.1
RENO
....................................................................................
32
2.3.3.2
CUBIC
..............................................................................
34
2.3.3.3
BBR
....................................................................................
35
2.3.3.4
BURSTINESS
AND
PACING
.....................................................
37
2.3.3.5
FAIRNESS
.............................................................................
39
2.3.4
ROUTER
QUEUES
...............................................................................
40
2.3.4.1
BUFFER
SIZING
....................................................................
40
2.3.4.2
ACTIVE
QUEUE
MANAGEMENT
............................................
42
3
DEPLOYABLE
TRANSPORT
OPTIMIZATIONS
47
3.1
SMALL
CHANGE,
BIG
EFFECT
-
TCP
*
S
INITIAL
CONGESTION
WINDOW
....
51
3.1.1
TCP
*
S
INITIAL
CONGESTION
WINDOW
.................................................
53
3.1.1.1
TESTBED
STUDY:
IMPACT
OF
IW
SIZE
ON
INTERNET
PER
FORMANCE
..........................................................
53
3.1.1.2
RELATED
WORK
....................................................................
55
3.1.2
MEASURING
IWS
................................................................................
56
3.1.3
MEASURING
IW
CONFIGURATIONS
IN
THE
WILD
..................................
57
3.1.3.1
HTTP-BASED
IW
INFERENCE
................................................
57
3.1.3.2
TLS-BASED
IW
INFERENCE
...................................................
58
3.1.3.3
RESULTS:
IW
DISTRIBUTIONS
IN
IPV4
................................
60
3.1.3.4
OVERALL
IW
DISTRIBUTION
...................................................
61
3.1.3.5
IW
DEFINED
BY
BYTE
LIMIT
................................................
64
3.1.3.6
IW
DISTRIBUTION
BY
NETWORK
&
SERVICE
..........................
64
3.1.3.7
MEASURING
CDN
IWS
........................................................
66
3.1.4
CAMPUS
NETWORK
PERSPECTIVE
ON
CDN
IWS
..................................
68
3.1.4.1
IW
SIZES
..............................................................................
69
3.1.4.2
ARE
IWS
CONTENT-DEPENDENT?
..........................................
70
3.1.5
WORLDWIDE
PERSPECTIVE
ON
CDN
IWS
............................................
71
3.1.6
BURSTINESS
OF
THE
CDN
IWS
...........................................................
74
3.1.7
IW
PERFORMANCE
WHEN
COMPETING
FOR
TRAFFIC
...............................
77
3.1.7.1
TESTBED
AND
PARAMETERIZATION
........................................
78
3.1.7.2
INCREASING
CUBIC
IWS
AND
APPLYING
PACING
....
79
3.1.7.3
PACING
AGGRESSIVENESS
IN
SLOW
START
.............................
81
3.1.7.4
INCREASED
IWS
WITH
BBR
CONGESTION
CONTROL
....
82
3.1.8
SUMMARY
AND
DISCUSSION
.................................................................
83
3.2
DEPLOYING
A
NEW
INTERNET
TRANSPORT
-
QUIC
...........................................
85
3.2.1
RELATED
WORK
...................................................................................
87
3.2.2
MEASUREMENT
OVERVIEW
....................................................................
89
3.2.3
AN
INTRODUCTION
TO
GQUIC
*
S
HANDSHAKE
.....................................
89
3.2.4
AVAILABILITY:
QUIC
SERVER
INFRASTRUCTURE
.......................................
90
3.2.4.1
GQUIC
CENSUS
IN
OCTOBER
2017
.....................................
91
3.2.4.2
EVOLUTION
OF
GOOGLE
QUIC
(GQUIC)
IN
2018
AND
2019
95
3.2.4.3
THE
RISE
OF
IQUIC
.........................................................
100
3.2.5
USAGE:
QUIC
TRAFFIC
SHARE
............................................................
102
3.2.5.1
QUIC
CENSUS
2017
.........................................................
102
3.2.5.2
BEYOND
THE
CENSUS:
TRAFFIC
SHARES
IN
ACCESS
NETWORKS
................................
106
3.2.6
THE
PERFORMANCE
OF
GQUIC
AGAINST
AN
OPTIMIZED
TCP+TLS+
HTTP/2
WEB
STACK
.....................................................................
ILL
3.2.6.1
WEB
PERFORMANCE
METRICS
.............................................
112
3.2.6.2
REPEAT
ABLE
PROTOCOL
PERFORMANCE
EVALUATIONS
.
.
.
.112
3.2.6.3
QUIC
VS.
TCP:
ACCORDING
TO
WEB
PERFORMANCE
METRICS
.......................
115
3.2.6.4
QUIC
VS.
TCP:
ACCORDING
TO
USER
PERCEPTION
....
120
3.2.7
SUMMARY
AND
DISCUSSION
...............................................................
127
3.3
FAIRNESS
IN
AN
ANARCHIC
SYSTEM
-
CONGESTION
CONTROL
..........................
130
3.3.1
BACKGROUND
AND
RELATED
WORK
...................................................
131
3.3.2
METHODOLOGY
..................................................................................
132
3.3.2.1
HOME
USER
(RESIDENTIAL
ACCESS)
SCENARIOS
.................
132
3.3.2.2
TESTBED
SETUP
...............................................................
133
3.3.2.3
PARAMETER
SPACE
............................................................
135
3.3.2.4
FAIRNESS
METRIC
...............................................................
136
3.3.2.5
TEST
BED
VALIDATION
.........................................................
136
3.3.3
CONGESTION
CONTROL
IN
THE
WILD
....................................................
137
3.3.3.1
LAB
TRAFFIC
VS.
CONTENT
PROVIDER
TRAFFIC
.....................
138
3.3.3.2
CONTENT
PROVIDER
VS.
CONTENT
PROVIDER
.......................
141
3.3.3.3
CAN
CODEI
IMPROVE
FAIRNESS?
.......................................
143
3.3.4
SUMMARY
AND
DISCUSSION
...............................................................
144
3.4
CONCLUSION
...................................................................................................
145
4
EVOLUTION
IN
THE
INTERNET
*
S
CORE
149
4.1
LISTENING
INTO
THE
VOID
-
STUDYING
INTERNET
CORE
EVOLUTION
.................
151
4.1.1
SCAN
INFRASTRUCTURE
&
DATASET
......................................................
152
4.1.2
STUDY
OF
ICMP
RESPONSES
............................................................
153
4.1.2.1
RESPONSES
TO
INDIVIDUAL
MEASUREMENTS
.......................
155
4.1.2.2
ICMP
ECHOS
..................................................................
156
4.1.2.3
SOURCE
QUENCH
...............................................................
157
4.1.2.4
REDIRECT
...........................................................................
158
4.1.2.5
UNREACHABLE
HOSTS
.........................................................
158
4.1.2.6
SUMMARY
........................................................................
161
4.1.3
ROUTING
LOOPS
..............................................................................
162
4.1.3.1
METHODOLOGY:
DETECTING
LOOPS
....................................
162
4.1.3.2
ROUTING
LOOPS
IN
THE
WILD
..........................................
162
4.1.4
RELATED
WORK
.................................................................................
164
4.1.5
SUMMARY
AND
DISCUSSION
...............................................................
164
4.2
INDIVIDUALISM
IN
THE
AGE
OF
GIANTS
-
INDIRECTION
THROUGH
META-CDNS
166
4.2.1
BACKGROUND
AND
RELATED
WORK
...................................................
167
4.2.2
CHARACTERIZING
A
META-CDN
.........................................................
168
4.2.2.1
OPERATION
PRINCIPLES
......................................................
169
4.2.2.2
CUSTOMERS
........................................................................
171
4.2.3
A
GLOBAL
VIEW
ON
CEDEXIS
............................................................
174
4.2.3.1
INFRASTRUCTURE
..................................................................
174
4.2.3.2
HOW
CUSTOMERS
UTILIZE
CEDEXIS
....................................
177
4.2.3.3
LATENCY
PERSPECTIVE
......................................................
179
4.2.4
SUMMARY
AND
DISCUSSION
...............................................................
180
4.3
CONCLUSION
....................................................................................................
180
5
ABUSING
INNOVATION
ON
THE
APPLICATION
LAYER
183
5.1
BROWSER-BASED
CRYPTOCURRENCY
MINING
...................................................
185
5.1.1
EXCURSUS:
BROWSER-BASED
MINING
101
..........................................
186
5.1.2
PREVALENCE
OF
BROWSER
MINING
......................................................
188
5.1.2.1
NOCOIN
LIST
.....................................................................
188
5.1.2.2
CHROME
...........................................................................
189
5.1.3
THE
COINHIVE
SERVICE
.....................................................................
192
5.1.4
SHORT
LINK
FORWARDING
SERVICE
.......................................................
192
5.1.5
ESTIMATING
THE
NETWORK
SIZE
.........................................................
195
5.1.6
RELATED
WORK
.................................................................................
198
5.1.7
SUMMARY
AND
DISCUSSION
...............................................................
199
5.2
CONCLUSION
....................................................................................................
199
6
CONCLUSION
201
6.1
CONTRIBUTIONS
AND
FINDINGS
.....................................................................
202
6.1.1
WHAT
IS
THE
IMPACT
OF
INTERNET
GIANTS
ON
INTERNET
TRANSPORT
EVOLUTION?
.......................................................................................
202
6.1.2
HOW
DO
CONTENT
OWNERS
FLEXIBILIZE
IN
LIGHT
OF
INTERNET
GIANTS
AND
NETWORK
OSSIFICATION?
...........................................................
204
6.1.3
HOW
ARE
APPLICATION
LAYER
OPTIMIZATIONS
THAT
ARE
PUSHED
FORWARD
BY
INTERNET
GIANTS
USED
AT
LARGE?
................................
206
6.2
FUTURE
WORK
................................................................................................
207
6.3
CONCLUDING
REMARKS
.................................................................................
209
ABBREVIATIONS
AND
ACRONYMS
211
BIBLIOGRAPHY
213
|
| adam_txt |
CONTENTS
1
INTRODUCTION
1
1.1
RESEARCH
QUESTIONS
AND
CHALLENGES
.
5
1.2
CONTRIBUTIONS
AND
OUTLINE
OF
THE
DISSERTATION
.
6
2
BACKGROUND
9
2.1
INTERNET
ARCHITECTURE
AND
THE
RISE
OF
INTERNET
GIANTS
.
9
2.1.1
THE
DOMAIN
NAME
SYSTEM
.
12
2.1.2
CONTENT
DELIVERY
NETWORKS
.
14
2.2
INTERNET
MEASUREMENTS
.
17
2.2.1
MEASUREMENT
ETHICS
.
18
2.3
INTERNET
TRANSPORT
.
19
2.3.1
THE
TRANSMISSION
CONTROL
PROTOCOL
.
20
2.3.2
QUIC
.
25
2.3.2.1
VERSION
NEGOTIATION
AND
CONNECTION
ESTABLISHMENT
.
28
2.3.2.2
CHALLENGES
FOR
QUIC
.
30
2.3.3
CONGESTION
CONTROL
.
31
2.3.3.1
RENO
.
32
2.3.3.2
CUBIC
.
34
2.3.3.3
BBR
.
35
2.3.3.4
BURSTINESS
AND
PACING
.
37
2.3.3.5
FAIRNESS
.
39
2.3.4
ROUTER
QUEUES
.
40
2.3.4.1
BUFFER
SIZING
.
40
2.3.4.2
ACTIVE
QUEUE
MANAGEMENT
.
42
3
DEPLOYABLE
TRANSPORT
OPTIMIZATIONS
47
3.1
SMALL
CHANGE,
BIG
EFFECT
-
TCP
*
S
INITIAL
CONGESTION
WINDOW
.
51
3.1.1
TCP
*
S
INITIAL
CONGESTION
WINDOW
.
53
3.1.1.1
TESTBED
STUDY:
IMPACT
OF
IW
SIZE
ON
INTERNET
PER
FORMANCE
.
53
3.1.1.2
RELATED
WORK
.
55
3.1.2
MEASURING
IWS
.
56
3.1.3
MEASURING
IW
CONFIGURATIONS
IN
THE
WILD
.
57
3.1.3.1
HTTP-BASED
IW
INFERENCE
.
57
3.1.3.2
TLS-BASED
IW
INFERENCE
.
58
3.1.3.3
RESULTS:
IW
DISTRIBUTIONS
IN
IPV4
.
60
3.1.3.4
OVERALL
IW
DISTRIBUTION
.
61
3.1.3.5
IW
DEFINED
BY
BYTE
LIMIT
.
64
3.1.3.6
IW
DISTRIBUTION
BY
NETWORK
&
SERVICE
.
64
3.1.3.7
MEASURING
CDN
IWS
.
66
3.1.4
CAMPUS
NETWORK
PERSPECTIVE
ON
CDN
IWS
.
68
3.1.4.1
IW
SIZES
.
69
3.1.4.2
ARE
IWS
CONTENT-DEPENDENT?
.
70
3.1.5
WORLDWIDE
PERSPECTIVE
ON
CDN
IWS
.
71
3.1.6
BURSTINESS
OF
THE
CDN
IWS
.
74
3.1.7
IW
PERFORMANCE
WHEN
COMPETING
FOR
TRAFFIC
.
77
3.1.7.1
TESTBED
AND
PARAMETERIZATION
.
78
3.1.7.2
INCREASING
CUBIC
IWS
AND
APPLYING
PACING
.
79
3.1.7.3
PACING
AGGRESSIVENESS
IN
SLOW
START
.
81
3.1.7.4
INCREASED
IWS
WITH
BBR
CONGESTION
CONTROL
.
82
3.1.8
SUMMARY
AND
DISCUSSION
.
83
3.2
DEPLOYING
A
NEW
INTERNET
TRANSPORT
-
QUIC
.
85
3.2.1
RELATED
WORK
.
87
3.2.2
MEASUREMENT
OVERVIEW
.
89
3.2.3
AN
INTRODUCTION
TO
GQUIC
*
S
HANDSHAKE
.
89
3.2.4
AVAILABILITY:
QUIC
SERVER
INFRASTRUCTURE
.
90
3.2.4.1
GQUIC
CENSUS
IN
OCTOBER
2017
.
91
3.2.4.2
EVOLUTION
OF
GOOGLE
QUIC
(GQUIC)
IN
2018
AND
2019
95
3.2.4.3
THE
RISE
OF
IQUIC
.
100
3.2.5
USAGE:
QUIC
TRAFFIC
SHARE
.
102
3.2.5.1
QUIC
CENSUS
2017
.
102
3.2.5.2
BEYOND
THE
CENSUS:
TRAFFIC
SHARES
IN
ACCESS
NETWORKS
.
106
3.2.6
THE
PERFORMANCE
OF
GQUIC
AGAINST
AN
OPTIMIZED
TCP+TLS+
HTTP/2
WEB
STACK
.
ILL
3.2.6.1
WEB
PERFORMANCE
METRICS
.
112
3.2.6.2
REPEAT
ABLE
PROTOCOL
PERFORMANCE
EVALUATIONS
.
.
.
.112
3.2.6.3
QUIC
VS.
TCP:
ACCORDING
TO
WEB
PERFORMANCE
METRICS
.
115
3.2.6.4
QUIC
VS.
TCP:
ACCORDING
TO
USER
PERCEPTION
.
120
3.2.7
SUMMARY
AND
DISCUSSION
.
127
3.3
FAIRNESS
IN
AN
ANARCHIC
SYSTEM
-
CONGESTION
CONTROL
.
130
3.3.1
BACKGROUND
AND
RELATED
WORK
.
131
3.3.2
METHODOLOGY
.
132
3.3.2.1
HOME
USER
(RESIDENTIAL
ACCESS)
SCENARIOS
.
132
3.3.2.2
TESTBED
SETUP
.
133
3.3.2.3
PARAMETER
SPACE
.
135
3.3.2.4
FAIRNESS
METRIC
.
136
3.3.2.5
TEST
BED
VALIDATION
.
136
3.3.3
CONGESTION
CONTROL
IN
THE
WILD
.
137
3.3.3.1
LAB
TRAFFIC
VS.
CONTENT
PROVIDER
TRAFFIC
.
138
3.3.3.2
CONTENT
PROVIDER
VS.
CONTENT
PROVIDER
.
141
3.3.3.3
CAN
CODEI
IMPROVE
FAIRNESS?
.
143
3.3.4
SUMMARY
AND
DISCUSSION
.
144
3.4
CONCLUSION
.
145
4
EVOLUTION
IN
THE
INTERNET
*
S
CORE
149
4.1
LISTENING
INTO
THE
VOID
-
STUDYING
INTERNET
CORE
EVOLUTION
.
151
4.1.1
SCAN
INFRASTRUCTURE
&
DATASET
.
152
4.1.2
STUDY
OF
ICMP
RESPONSES
.
153
4.1.2.1
RESPONSES
TO
INDIVIDUAL
MEASUREMENTS
.
155
4.1.2.2
ICMP
ECHOS
.
156
4.1.2.3
SOURCE
QUENCH
.
157
4.1.2.4
REDIRECT
.
158
4.1.2.5
UNREACHABLE
HOSTS
.
158
4.1.2.6
SUMMARY
.
161
4.1.3
ROUTING
LOOPS
.
162
4.1.3.1
METHODOLOGY:
DETECTING
LOOPS
.
162
4.1.3.2
ROUTING
LOOPS
IN
THE
WILD
.
162
4.1.4
RELATED
WORK
.
164
4.1.5
SUMMARY
AND
DISCUSSION
.
164
4.2
INDIVIDUALISM
IN
THE
AGE
OF
GIANTS
-
INDIRECTION
THROUGH
META-CDNS
166
4.2.1
BACKGROUND
AND
RELATED
WORK
.
167
4.2.2
CHARACTERIZING
A
META-CDN
.
168
4.2.2.1
OPERATION
PRINCIPLES
.
169
4.2.2.2
CUSTOMERS
.
171
4.2.3
A
GLOBAL
VIEW
ON
CEDEXIS
.
174
4.2.3.1
INFRASTRUCTURE
.
174
4.2.3.2
HOW
CUSTOMERS
UTILIZE
CEDEXIS
.
177
4.2.3.3
LATENCY
PERSPECTIVE
.
179
4.2.4
SUMMARY
AND
DISCUSSION
.
180
4.3
CONCLUSION
.
180
5
ABUSING
INNOVATION
ON
THE
APPLICATION
LAYER
183
5.1
BROWSER-BASED
CRYPTOCURRENCY
MINING
.
185
5.1.1
EXCURSUS:
BROWSER-BASED
MINING
101
.
186
5.1.2
PREVALENCE
OF
BROWSER
MINING
.
188
5.1.2.1
NOCOIN
LIST
.
188
5.1.2.2
CHROME
.
189
5.1.3
THE
COINHIVE
SERVICE
.
192
5.1.4
SHORT
LINK
FORWARDING
SERVICE
.
192
5.1.5
ESTIMATING
THE
NETWORK
SIZE
.
195
5.1.6
RELATED
WORK
.
198
5.1.7
SUMMARY
AND
DISCUSSION
.
199
5.2
CONCLUSION
.
199
6
CONCLUSION
201
6.1
CONTRIBUTIONS
AND
FINDINGS
.
202
6.1.1
WHAT
IS
THE
IMPACT
OF
INTERNET
GIANTS
ON
INTERNET
TRANSPORT
EVOLUTION?
.
202
6.1.2
HOW
DO
CONTENT
OWNERS
FLEXIBILIZE
IN
LIGHT
OF
INTERNET
GIANTS
AND
NETWORK
OSSIFICATION?
.
204
6.1.3
HOW
ARE
APPLICATION
LAYER
OPTIMIZATIONS
THAT
ARE
PUSHED
FORWARD
BY
INTERNET
GIANTS
USED
AT
LARGE?
.
206
6.2
FUTURE
WORK
.
207
6.3
CONCLUDING
REMARKS
.
209
ABBREVIATIONS
AND
ACRONYMS
211
BIBLIOGRAPHY
213 |
| any_adam_object | 1 |
| any_adam_object_boolean | 1 |
| author | Rüth, Jan |
| author_GND | (DE-588)1221407538 |
| author_facet | Rüth, Jan |
| author_role | aut |
| author_sort | Rüth, Jan |
| author_variant | j r jr |
| building | Verbundindex |
| bvnumber | BV047031210 |
| classification_rvk | ST 205 |
| classification_tum | DAT 614 |
| ctrlnum | (OCoLC)1226706890 (DE-599)DNB1219157961 |
| discipline | Informatik |
| discipline_str_mv | Informatik |
| format | Thesis Book |
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| genre_facet | Hochschulschrift |
| id | DE-604.BV047031210 |
| illustrated | Illustrated |
| index_date | 2024-07-03T16:02:20Z |
| indexdate | 2024-07-10T09:00:39Z |
| institution | BVB |
| institution_GND | (DE-588)1064118135 |
| isbn | 9783844076608 3844076603 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-032438476 |
| oclc_num | 1226706890 |
| open_access_boolean | |
| owner | DE-634 DE-83 DE-91G DE-BY-TUM DE-355 DE-BY-UBR |
| owner_facet | DE-634 DE-83 DE-91G DE-BY-TUM DE-355 DE-BY-UBR |
| physical | 239 Seiten Illustrationen, Diagramme, Karten 21 cm x 14.8 cm, 383 g |
| publishDate | 2020 |
| publishDateSearch | 2020 |
| publishDateSort | 2020 |
| publisher | Shaker Verlag |
| record_format | marc |
| series | Reports on Communications and Distributed Systems |
| series2 | Reports on Communications and Distributed Systems |
| spelling | Rüth, Jan Verfasser (DE-588)1221407538 aut Measuring the evolution of the internet in the age of giants Jan Rüth Düren Shaker Verlag 2020 239 Seiten Illustrationen, Diagramme, Karten 21 cm x 14.8 cm, 383 g txt rdacontent n rdamedia nc rdacarrier Reports on Communications and Distributed Systems volume 20 Dissertation RWTH Aachen University 2020 Internet (DE-588)4308416-3 gnd rswk-swf Bezugsquelle (DE-588)4225753-0 gnd rswk-swf Technologie (DE-588)4059276-5 gnd rswk-swf Inhalt (DE-588)4161729-0 gnd rswk-swf Weiterentwicklung (DE-588)4461767-7 gnd rswk-swf Innovation (DE-588)4027089-0 gnd rswk-swf Vernetzung (DE-588)4359141-3 gnd rswk-swf Nutzung (DE-588)4120814-6 gnd rswk-swf Age of Giants Internet Measurements Evolution of the internet (DE-588)4113937-9 Hochschulschrift gnd-content Internet (DE-588)4308416-3 s Inhalt (DE-588)4161729-0 s Bezugsquelle (DE-588)4225753-0 s Vernetzung (DE-588)4359141-3 s Weiterentwicklung (DE-588)4461767-7 s DE-604 Technologie (DE-588)4059276-5 s Nutzung (DE-588)4120814-6 s Innovation (DE-588)4027089-0 s Shaker Verlag (DE-588)1064118135 pbl Reports on Communications and Distributed Systems volume 20 (DE-604)BV041443882 20 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032438476&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p vlb 20201007 DE-101 https://d-nb.info/provenance/plan#vlb |
| spellingShingle | Rüth, Jan Measuring the evolution of the internet in the age of giants Reports on Communications and Distributed Systems Internet (DE-588)4308416-3 gnd Bezugsquelle (DE-588)4225753-0 gnd Technologie (DE-588)4059276-5 gnd Inhalt (DE-588)4161729-0 gnd Weiterentwicklung (DE-588)4461767-7 gnd Innovation (DE-588)4027089-0 gnd Vernetzung (DE-588)4359141-3 gnd Nutzung (DE-588)4120814-6 gnd |
| subject_GND | (DE-588)4308416-3 (DE-588)4225753-0 (DE-588)4059276-5 (DE-588)4161729-0 (DE-588)4461767-7 (DE-588)4027089-0 (DE-588)4359141-3 (DE-588)4120814-6 (DE-588)4113937-9 |
| title | Measuring the evolution of the internet in the age of giants |
| title_auth | Measuring the evolution of the internet in the age of giants |
| title_exact_search | Measuring the evolution of the internet in the age of giants |
| title_exact_search_txtP | Measuring the evolution of the internet in the age of giants |
| title_full | Measuring the evolution of the internet in the age of giants Jan Rüth |
| title_fullStr | Measuring the evolution of the internet in the age of giants Jan Rüth |
| title_full_unstemmed | Measuring the evolution of the internet in the age of giants Jan Rüth |
| title_short | Measuring the evolution of the internet in the age of giants |
| title_sort | measuring the evolution of the internet in the age of giants |
| topic | Internet (DE-588)4308416-3 gnd Bezugsquelle (DE-588)4225753-0 gnd Technologie (DE-588)4059276-5 gnd Inhalt (DE-588)4161729-0 gnd Weiterentwicklung (DE-588)4461767-7 gnd Innovation (DE-588)4027089-0 gnd Vernetzung (DE-588)4359141-3 gnd Nutzung (DE-588)4120814-6 gnd |
| topic_facet | Internet Bezugsquelle Technologie Inhalt Weiterentwicklung Innovation Vernetzung Nutzung Hochschulschrift |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032438476&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV041443882 |
| work_keys_str_mv | AT ruthjan measuringtheevolutionoftheinternetintheageofgiants AT shakerverlag measuringtheevolutionoftheinternetintheageofgiants |