26
IXP Traffic During Major Sport Events September 2012 Mirjam Kühne, RIPE NCC Tuesday, September 25, 2012

IXP Traffic During Major Sport Events - RIPE 65...FIFA World Cup 2010 • LONAP (London) traffic on a ‘normal’ weekday 5 8.5Gbps peak • Wed. afternoon WC 2010 England vs Slovenia

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Page 1: IXP Traffic During Major Sport Events - RIPE 65...FIFA World Cup 2010 • LONAP (London) traffic on a ‘normal’ weekday 5 8.5Gbps peak • Wed. afternoon WC 2010 England vs Slovenia

IXP Traffic During Major Sport Events

September 2012

Mirjam Kuumlhne RIPE NCC

Tuesday September 25 2012

Outline

bull FIFA World Cup 2010

bull European Championship 2012

bull Olympic Games 2012

bull Conclusions

2

Tuesday September 25 2012

FIFA World Cup 2010

bull Euro-IX looked at IXP traffic statistics during World Cup 2010 in South Africa

bull Traffic variations

bull Match-by-match traffic analysis

bull Stats from IXPs in participating countries

bull Aggregated stats from 51 IXPs

3

Tuesday September 25 2012

FIFA World Cup 2010

bull Italy vs Paraguay

bull MIX Milan - clear drop in IXP traffic during match

4

Tuesday September 25 2012

FIFA World Cup 2010

bull LONAP (London) traffic on a lsquonormalrsquo weekday

5

85Gbps peak

bull Wed afternoon WC 2010 England vs Slovenia

Tuesday September 25 2012

FIFA World Cup 2010

bull LONAP (London) traffic on a lsquonormalrsquo weekday

5

85Gbps peak

Wed afternoon World Cup 2010 England vs Slovenia

2950 Gbps peak

bull Wed afternoon WC 2010 England vs Slovenia

Tuesday September 25 2012

6

Tuesday September 25 2012

Euro Championship 2012

bull Great Collaboration between Euro-IX amp RIPE NCC

bull Euro-IX asked for IXP volunteers to provide data

bull 15 Euro-IX Member IXP participated

bull Observed some interesting patterns during football matches

7

Tuesday September 25 2012

Five Articles during Matches

bull Preparations before Euro 2012

bull After first round of group matches

bull At the end of the group stages

bull After quarter finals

bull Final conclusions after Euro 2012

8

Tuesday September 25 2012

Typical Patterns during Match (1)

bull Double dip during first and second half- GIGAPIX Portugal vs Netherlands

9

Tuesday September 25 2012

Typical Patterns during Match (2)

bull AMS-IX First match NL vs Denmark- Second match Germany vs Portugal

10

Tuesday September 25 2012

Typical Patterns during Match (3)

- Double bump (traffic increase of around 90)- Samara-IX Spain vs Croatia and Ireland vs Italy

11

Tuesday September 25 2012

Typical Patterns during Match (4)- INEX (Dublin) Ireland vs Italy- Irelands last match of series- This was record peak traffic at INEX (34 Gbps)

12

Tuesday September 25 2012

Other interesting Patterns

bull Semi-final Spain-Portugal with penalties- Triple dip at GIGAPIX (Portugal) [Spain won]

13

Tuesday September 25 2012

14

Tuesday September 25 2012

Olympic Games 2012 (1)

bull Expected different patterns due to different spread of events during Olympics

bull More difficult to identify typical pattern

bull Events took place both during office hours and in the evenings

bull We could correlate certain patterns in traffic with certain popular sport events during Olympics

15

Tuesday September 25 2012

Olympic Games 2012 (2)

bull We took multiple samples of weekly snapshots of the IXP traffic patterns

bull On the same day of the week both one and two weeks before the event took place

bull On the same day of the week both one and two weeks after the event

16

Tuesday September 25 2012

Popular Events out of Office Hours

bull LONAP Opening ceremony in evening (red line)

17

Tuesday September 25 2012

Popular Events During Office Hours

bull LONAP Friday during office hours- Heptathlon cycling tennis in the UK (green line)

18

Tuesday September 25 2012

Popular Event in a Country (1)

bull Boxing in Ireland - INEX (Dublin) office hours

19

Darren OrsquoNeill

Tuesday September 25 2012

Popular Event in a Country (2)

bull Boxing in Ireland - INEX (Dublin) office hours

20

Katie Taylor

Tuesday September 25 2012

RIPE Atlas Measurements

bull How much traffic is exchanged at the IXPs

bull IPv4-traceroute to wwwbbccouk from 161 RIPE Atlas probes located in the UK

- for 28 probes traceroute went through LONAP- for 55 probes traceroute went through LINX- the other half (78 probes) took other routes

bull Gives an idea what we measure when looking at IXP traffic levels

21

Tuesday September 25 2012

Main Conclusions

bull Great collaboration amp participation - by Euro-IX IXPs- by RIPE Labs participants

bull Major sporting events seem to be having a greater impact on IXP traffic volumes

bull Discovered typical pattern for football matches

bull Despite big peaks at times Internet can cope

bull Good exercise for other major events- Can we find patterns for certain events

22

Tuesday September 25 2012

Thanks to the IXPs that took part

23

Tuesday September 25 2012

Links amp References

24

bull Euro-IX Website- httpwwweuro-ixnet

bull All articles on RIPE Labs- httpslabsripenet

bull All the Olympics 2012 IXP graphs- httpalbatrossripenetdemo-areaixp-olympics

Tuesday September 25 2012

Questions

25

Tuesday September 25 2012

Page 2: IXP Traffic During Major Sport Events - RIPE 65...FIFA World Cup 2010 • LONAP (London) traffic on a ‘normal’ weekday 5 8.5Gbps peak • Wed. afternoon WC 2010 England vs Slovenia

Outline

bull FIFA World Cup 2010

bull European Championship 2012

bull Olympic Games 2012

bull Conclusions

2

Tuesday September 25 2012

FIFA World Cup 2010

bull Euro-IX looked at IXP traffic statistics during World Cup 2010 in South Africa

bull Traffic variations

bull Match-by-match traffic analysis

bull Stats from IXPs in participating countries

bull Aggregated stats from 51 IXPs

3

Tuesday September 25 2012

FIFA World Cup 2010

bull Italy vs Paraguay

bull MIX Milan - clear drop in IXP traffic during match

4

Tuesday September 25 2012

FIFA World Cup 2010

bull LONAP (London) traffic on a lsquonormalrsquo weekday

5

85Gbps peak

bull Wed afternoon WC 2010 England vs Slovenia

Tuesday September 25 2012

FIFA World Cup 2010

bull LONAP (London) traffic on a lsquonormalrsquo weekday

5

85Gbps peak

Wed afternoon World Cup 2010 England vs Slovenia

2950 Gbps peak

bull Wed afternoon WC 2010 England vs Slovenia

Tuesday September 25 2012

6

Tuesday September 25 2012

Euro Championship 2012

bull Great Collaboration between Euro-IX amp RIPE NCC

bull Euro-IX asked for IXP volunteers to provide data

bull 15 Euro-IX Member IXP participated

bull Observed some interesting patterns during football matches

7

Tuesday September 25 2012

Five Articles during Matches

bull Preparations before Euro 2012

bull After first round of group matches

bull At the end of the group stages

bull After quarter finals

bull Final conclusions after Euro 2012

8

Tuesday September 25 2012

Typical Patterns during Match (1)

bull Double dip during first and second half- GIGAPIX Portugal vs Netherlands

9

Tuesday September 25 2012

Typical Patterns during Match (2)

bull AMS-IX First match NL vs Denmark- Second match Germany vs Portugal

10

Tuesday September 25 2012

Typical Patterns during Match (3)

- Double bump (traffic increase of around 90)- Samara-IX Spain vs Croatia and Ireland vs Italy

11

Tuesday September 25 2012

Typical Patterns during Match (4)- INEX (Dublin) Ireland vs Italy- Irelands last match of series- This was record peak traffic at INEX (34 Gbps)

12

Tuesday September 25 2012

Other interesting Patterns

bull Semi-final Spain-Portugal with penalties- Triple dip at GIGAPIX (Portugal) [Spain won]

13

Tuesday September 25 2012

14

Tuesday September 25 2012

Olympic Games 2012 (1)

bull Expected different patterns due to different spread of events during Olympics

bull More difficult to identify typical pattern

bull Events took place both during office hours and in the evenings

bull We could correlate certain patterns in traffic with certain popular sport events during Olympics

15

Tuesday September 25 2012

Olympic Games 2012 (2)

bull We took multiple samples of weekly snapshots of the IXP traffic patterns

bull On the same day of the week both one and two weeks before the event took place

bull On the same day of the week both one and two weeks after the event

16

Tuesday September 25 2012

Popular Events out of Office Hours

bull LONAP Opening ceremony in evening (red line)

17

Tuesday September 25 2012

Popular Events During Office Hours

bull LONAP Friday during office hours- Heptathlon cycling tennis in the UK (green line)

18

Tuesday September 25 2012

Popular Event in a Country (1)

bull Boxing in Ireland - INEX (Dublin) office hours

19

Darren OrsquoNeill

Tuesday September 25 2012

Popular Event in a Country (2)

bull Boxing in Ireland - INEX (Dublin) office hours

20

Katie Taylor

Tuesday September 25 2012

RIPE Atlas Measurements

bull How much traffic is exchanged at the IXPs

bull IPv4-traceroute to wwwbbccouk from 161 RIPE Atlas probes located in the UK

- for 28 probes traceroute went through LONAP- for 55 probes traceroute went through LINX- the other half (78 probes) took other routes

bull Gives an idea what we measure when looking at IXP traffic levels

21

Tuesday September 25 2012

Main Conclusions

bull Great collaboration amp participation - by Euro-IX IXPs- by RIPE Labs participants

bull Major sporting events seem to be having a greater impact on IXP traffic volumes

bull Discovered typical pattern for football matches

bull Despite big peaks at times Internet can cope

bull Good exercise for other major events- Can we find patterns for certain events

22

Tuesday September 25 2012

Thanks to the IXPs that took part

23

Tuesday September 25 2012

Links amp References

24

bull Euro-IX Website- httpwwweuro-ixnet

bull All articles on RIPE Labs- httpslabsripenet

bull All the Olympics 2012 IXP graphs- httpalbatrossripenetdemo-areaixp-olympics

Tuesday September 25 2012

Questions

25

Tuesday September 25 2012

Page 3: IXP Traffic During Major Sport Events - RIPE 65...FIFA World Cup 2010 • LONAP (London) traffic on a ‘normal’ weekday 5 8.5Gbps peak • Wed. afternoon WC 2010 England vs Slovenia

FIFA World Cup 2010

bull Euro-IX looked at IXP traffic statistics during World Cup 2010 in South Africa

bull Traffic variations

bull Match-by-match traffic analysis

bull Stats from IXPs in participating countries

bull Aggregated stats from 51 IXPs

3

Tuesday September 25 2012

FIFA World Cup 2010

bull Italy vs Paraguay

bull MIX Milan - clear drop in IXP traffic during match

4

Tuesday September 25 2012

FIFA World Cup 2010

bull LONAP (London) traffic on a lsquonormalrsquo weekday

5

85Gbps peak

bull Wed afternoon WC 2010 England vs Slovenia

Tuesday September 25 2012

FIFA World Cup 2010

bull LONAP (London) traffic on a lsquonormalrsquo weekday

5

85Gbps peak

Wed afternoon World Cup 2010 England vs Slovenia

2950 Gbps peak

bull Wed afternoon WC 2010 England vs Slovenia

Tuesday September 25 2012

6

Tuesday September 25 2012

Euro Championship 2012

bull Great Collaboration between Euro-IX amp RIPE NCC

bull Euro-IX asked for IXP volunteers to provide data

bull 15 Euro-IX Member IXP participated

bull Observed some interesting patterns during football matches

7

Tuesday September 25 2012

Five Articles during Matches

bull Preparations before Euro 2012

bull After first round of group matches

bull At the end of the group stages

bull After quarter finals

bull Final conclusions after Euro 2012

8

Tuesday September 25 2012

Typical Patterns during Match (1)

bull Double dip during first and second half- GIGAPIX Portugal vs Netherlands

9

Tuesday September 25 2012

Typical Patterns during Match (2)

bull AMS-IX First match NL vs Denmark- Second match Germany vs Portugal

10

Tuesday September 25 2012

Typical Patterns during Match (3)

- Double bump (traffic increase of around 90)- Samara-IX Spain vs Croatia and Ireland vs Italy

11

Tuesday September 25 2012

Typical Patterns during Match (4)- INEX (Dublin) Ireland vs Italy- Irelands last match of series- This was record peak traffic at INEX (34 Gbps)

12

Tuesday September 25 2012

Other interesting Patterns

bull Semi-final Spain-Portugal with penalties- Triple dip at GIGAPIX (Portugal) [Spain won]

13

Tuesday September 25 2012

14

Tuesday September 25 2012

Olympic Games 2012 (1)

bull Expected different patterns due to different spread of events during Olympics

bull More difficult to identify typical pattern

bull Events took place both during office hours and in the evenings

bull We could correlate certain patterns in traffic with certain popular sport events during Olympics

15

Tuesday September 25 2012

Olympic Games 2012 (2)

bull We took multiple samples of weekly snapshots of the IXP traffic patterns

bull On the same day of the week both one and two weeks before the event took place

bull On the same day of the week both one and two weeks after the event

16

Tuesday September 25 2012

Popular Events out of Office Hours

bull LONAP Opening ceremony in evening (red line)

17

Tuesday September 25 2012

Popular Events During Office Hours

bull LONAP Friday during office hours- Heptathlon cycling tennis in the UK (green line)

18

Tuesday September 25 2012

Popular Event in a Country (1)

bull Boxing in Ireland - INEX (Dublin) office hours

19

Darren OrsquoNeill

Tuesday September 25 2012

Popular Event in a Country (2)

bull Boxing in Ireland - INEX (Dublin) office hours

20

Katie Taylor

Tuesday September 25 2012

RIPE Atlas Measurements

bull How much traffic is exchanged at the IXPs

bull IPv4-traceroute to wwwbbccouk from 161 RIPE Atlas probes located in the UK

- for 28 probes traceroute went through LONAP- for 55 probes traceroute went through LINX- the other half (78 probes) took other routes

bull Gives an idea what we measure when looking at IXP traffic levels

21

Tuesday September 25 2012

Main Conclusions

bull Great collaboration amp participation - by Euro-IX IXPs- by RIPE Labs participants

bull Major sporting events seem to be having a greater impact on IXP traffic volumes

bull Discovered typical pattern for football matches

bull Despite big peaks at times Internet can cope

bull Good exercise for other major events- Can we find patterns for certain events

22

Tuesday September 25 2012

Thanks to the IXPs that took part

23

Tuesday September 25 2012

Links amp References

24

bull Euro-IX Website- httpwwweuro-ixnet

bull All articles on RIPE Labs- httpslabsripenet

bull All the Olympics 2012 IXP graphs- httpalbatrossripenetdemo-areaixp-olympics

Tuesday September 25 2012

Questions

25

Tuesday September 25 2012

Page 4: IXP Traffic During Major Sport Events - RIPE 65...FIFA World Cup 2010 • LONAP (London) traffic on a ‘normal’ weekday 5 8.5Gbps peak • Wed. afternoon WC 2010 England vs Slovenia

FIFA World Cup 2010

bull Italy vs Paraguay

bull MIX Milan - clear drop in IXP traffic during match

4

Tuesday September 25 2012

FIFA World Cup 2010

bull LONAP (London) traffic on a lsquonormalrsquo weekday

5

85Gbps peak

bull Wed afternoon WC 2010 England vs Slovenia

Tuesday September 25 2012

FIFA World Cup 2010

bull LONAP (London) traffic on a lsquonormalrsquo weekday

5

85Gbps peak

Wed afternoon World Cup 2010 England vs Slovenia

2950 Gbps peak

bull Wed afternoon WC 2010 England vs Slovenia

Tuesday September 25 2012

6

Tuesday September 25 2012

Euro Championship 2012

bull Great Collaboration between Euro-IX amp RIPE NCC

bull Euro-IX asked for IXP volunteers to provide data

bull 15 Euro-IX Member IXP participated

bull Observed some interesting patterns during football matches

7

Tuesday September 25 2012

Five Articles during Matches

bull Preparations before Euro 2012

bull After first round of group matches

bull At the end of the group stages

bull After quarter finals

bull Final conclusions after Euro 2012

8

Tuesday September 25 2012

Typical Patterns during Match (1)

bull Double dip during first and second half- GIGAPIX Portugal vs Netherlands

9

Tuesday September 25 2012

Typical Patterns during Match (2)

bull AMS-IX First match NL vs Denmark- Second match Germany vs Portugal

10

Tuesday September 25 2012

Typical Patterns during Match (3)

- Double bump (traffic increase of around 90)- Samara-IX Spain vs Croatia and Ireland vs Italy

11

Tuesday September 25 2012

Typical Patterns during Match (4)- INEX (Dublin) Ireland vs Italy- Irelands last match of series- This was record peak traffic at INEX (34 Gbps)

12

Tuesday September 25 2012

Other interesting Patterns

bull Semi-final Spain-Portugal with penalties- Triple dip at GIGAPIX (Portugal) [Spain won]

13

Tuesday September 25 2012

14

Tuesday September 25 2012

Olympic Games 2012 (1)

bull Expected different patterns due to different spread of events during Olympics

bull More difficult to identify typical pattern

bull Events took place both during office hours and in the evenings

bull We could correlate certain patterns in traffic with certain popular sport events during Olympics

15

Tuesday September 25 2012

Olympic Games 2012 (2)

bull We took multiple samples of weekly snapshots of the IXP traffic patterns

bull On the same day of the week both one and two weeks before the event took place

bull On the same day of the week both one and two weeks after the event

16

Tuesday September 25 2012

Popular Events out of Office Hours

bull LONAP Opening ceremony in evening (red line)

17

Tuesday September 25 2012

Popular Events During Office Hours

bull LONAP Friday during office hours- Heptathlon cycling tennis in the UK (green line)

18

Tuesday September 25 2012

Popular Event in a Country (1)

bull Boxing in Ireland - INEX (Dublin) office hours

19

Darren OrsquoNeill

Tuesday September 25 2012

Popular Event in a Country (2)

bull Boxing in Ireland - INEX (Dublin) office hours

20

Katie Taylor

Tuesday September 25 2012

RIPE Atlas Measurements

bull How much traffic is exchanged at the IXPs

bull IPv4-traceroute to wwwbbccouk from 161 RIPE Atlas probes located in the UK

- for 28 probes traceroute went through LONAP- for 55 probes traceroute went through LINX- the other half (78 probes) took other routes

bull Gives an idea what we measure when looking at IXP traffic levels

21

Tuesday September 25 2012

Main Conclusions

bull Great collaboration amp participation - by Euro-IX IXPs- by RIPE Labs participants

bull Major sporting events seem to be having a greater impact on IXP traffic volumes

bull Discovered typical pattern for football matches

bull Despite big peaks at times Internet can cope

bull Good exercise for other major events- Can we find patterns for certain events

22

Tuesday September 25 2012

Thanks to the IXPs that took part

23

Tuesday September 25 2012

Links amp References

24

bull Euro-IX Website- httpwwweuro-ixnet

bull All articles on RIPE Labs- httpslabsripenet

bull All the Olympics 2012 IXP graphs- httpalbatrossripenetdemo-areaixp-olympics

Tuesday September 25 2012

Questions

25

Tuesday September 25 2012

Page 5: IXP Traffic During Major Sport Events - RIPE 65...FIFA World Cup 2010 • LONAP (London) traffic on a ‘normal’ weekday 5 8.5Gbps peak • Wed. afternoon WC 2010 England vs Slovenia

FIFA World Cup 2010

bull LONAP (London) traffic on a lsquonormalrsquo weekday

5

85Gbps peak

bull Wed afternoon WC 2010 England vs Slovenia

Tuesday September 25 2012

FIFA World Cup 2010

bull LONAP (London) traffic on a lsquonormalrsquo weekday

5

85Gbps peak

Wed afternoon World Cup 2010 England vs Slovenia

2950 Gbps peak

bull Wed afternoon WC 2010 England vs Slovenia

Tuesday September 25 2012

6

Tuesday September 25 2012

Euro Championship 2012

bull Great Collaboration between Euro-IX amp RIPE NCC

bull Euro-IX asked for IXP volunteers to provide data

bull 15 Euro-IX Member IXP participated

bull Observed some interesting patterns during football matches

7

Tuesday September 25 2012

Five Articles during Matches

bull Preparations before Euro 2012

bull After first round of group matches

bull At the end of the group stages

bull After quarter finals

bull Final conclusions after Euro 2012

8

Tuesday September 25 2012

Typical Patterns during Match (1)

bull Double dip during first and second half- GIGAPIX Portugal vs Netherlands

9

Tuesday September 25 2012

Typical Patterns during Match (2)

bull AMS-IX First match NL vs Denmark- Second match Germany vs Portugal

10

Tuesday September 25 2012

Typical Patterns during Match (3)

- Double bump (traffic increase of around 90)- Samara-IX Spain vs Croatia and Ireland vs Italy

11

Tuesday September 25 2012

Typical Patterns during Match (4)- INEX (Dublin) Ireland vs Italy- Irelands last match of series- This was record peak traffic at INEX (34 Gbps)

12

Tuesday September 25 2012

Other interesting Patterns

bull Semi-final Spain-Portugal with penalties- Triple dip at GIGAPIX (Portugal) [Spain won]

13

Tuesday September 25 2012

14

Tuesday September 25 2012

Olympic Games 2012 (1)

bull Expected different patterns due to different spread of events during Olympics

bull More difficult to identify typical pattern

bull Events took place both during office hours and in the evenings

bull We could correlate certain patterns in traffic with certain popular sport events during Olympics

15

Tuesday September 25 2012

Olympic Games 2012 (2)

bull We took multiple samples of weekly snapshots of the IXP traffic patterns

bull On the same day of the week both one and two weeks before the event took place

bull On the same day of the week both one and two weeks after the event

16

Tuesday September 25 2012

Popular Events out of Office Hours

bull LONAP Opening ceremony in evening (red line)

17

Tuesday September 25 2012

Popular Events During Office Hours

bull LONAP Friday during office hours- Heptathlon cycling tennis in the UK (green line)

18

Tuesday September 25 2012

Popular Event in a Country (1)

bull Boxing in Ireland - INEX (Dublin) office hours

19

Darren OrsquoNeill

Tuesday September 25 2012

Popular Event in a Country (2)

bull Boxing in Ireland - INEX (Dublin) office hours

20

Katie Taylor

Tuesday September 25 2012

RIPE Atlas Measurements

bull How much traffic is exchanged at the IXPs

bull IPv4-traceroute to wwwbbccouk from 161 RIPE Atlas probes located in the UK

- for 28 probes traceroute went through LONAP- for 55 probes traceroute went through LINX- the other half (78 probes) took other routes

bull Gives an idea what we measure when looking at IXP traffic levels

21

Tuesday September 25 2012

Main Conclusions

bull Great collaboration amp participation - by Euro-IX IXPs- by RIPE Labs participants

bull Major sporting events seem to be having a greater impact on IXP traffic volumes

bull Discovered typical pattern for football matches

bull Despite big peaks at times Internet can cope

bull Good exercise for other major events- Can we find patterns for certain events

22

Tuesday September 25 2012

Thanks to the IXPs that took part

23

Tuesday September 25 2012

Links amp References

24

bull Euro-IX Website- httpwwweuro-ixnet

bull All articles on RIPE Labs- httpslabsripenet

bull All the Olympics 2012 IXP graphs- httpalbatrossripenetdemo-areaixp-olympics

Tuesday September 25 2012

Questions

25

Tuesday September 25 2012

Page 6: IXP Traffic During Major Sport Events - RIPE 65...FIFA World Cup 2010 • LONAP (London) traffic on a ‘normal’ weekday 5 8.5Gbps peak • Wed. afternoon WC 2010 England vs Slovenia

FIFA World Cup 2010

bull LONAP (London) traffic on a lsquonormalrsquo weekday

5

85Gbps peak

Wed afternoon World Cup 2010 England vs Slovenia

2950 Gbps peak

bull Wed afternoon WC 2010 England vs Slovenia

Tuesday September 25 2012

6

Tuesday September 25 2012

Euro Championship 2012

bull Great Collaboration between Euro-IX amp RIPE NCC

bull Euro-IX asked for IXP volunteers to provide data

bull 15 Euro-IX Member IXP participated

bull Observed some interesting patterns during football matches

7

Tuesday September 25 2012

Five Articles during Matches

bull Preparations before Euro 2012

bull After first round of group matches

bull At the end of the group stages

bull After quarter finals

bull Final conclusions after Euro 2012

8

Tuesday September 25 2012

Typical Patterns during Match (1)

bull Double dip during first and second half- GIGAPIX Portugal vs Netherlands

9

Tuesday September 25 2012

Typical Patterns during Match (2)

bull AMS-IX First match NL vs Denmark- Second match Germany vs Portugal

10

Tuesday September 25 2012

Typical Patterns during Match (3)

- Double bump (traffic increase of around 90)- Samara-IX Spain vs Croatia and Ireland vs Italy

11

Tuesday September 25 2012

Typical Patterns during Match (4)- INEX (Dublin) Ireland vs Italy- Irelands last match of series- This was record peak traffic at INEX (34 Gbps)

12

Tuesday September 25 2012

Other interesting Patterns

bull Semi-final Spain-Portugal with penalties- Triple dip at GIGAPIX (Portugal) [Spain won]

13

Tuesday September 25 2012

14

Tuesday September 25 2012

Olympic Games 2012 (1)

bull Expected different patterns due to different spread of events during Olympics

bull More difficult to identify typical pattern

bull Events took place both during office hours and in the evenings

bull We could correlate certain patterns in traffic with certain popular sport events during Olympics

15

Tuesday September 25 2012

Olympic Games 2012 (2)

bull We took multiple samples of weekly snapshots of the IXP traffic patterns

bull On the same day of the week both one and two weeks before the event took place

bull On the same day of the week both one and two weeks after the event

16

Tuesday September 25 2012

Popular Events out of Office Hours

bull LONAP Opening ceremony in evening (red line)

17

Tuesday September 25 2012

Popular Events During Office Hours

bull LONAP Friday during office hours- Heptathlon cycling tennis in the UK (green line)

18

Tuesday September 25 2012

Popular Event in a Country (1)

bull Boxing in Ireland - INEX (Dublin) office hours

19

Darren OrsquoNeill

Tuesday September 25 2012

Popular Event in a Country (2)

bull Boxing in Ireland - INEX (Dublin) office hours

20

Katie Taylor

Tuesday September 25 2012

RIPE Atlas Measurements

bull How much traffic is exchanged at the IXPs

bull IPv4-traceroute to wwwbbccouk from 161 RIPE Atlas probes located in the UK

- for 28 probes traceroute went through LONAP- for 55 probes traceroute went through LINX- the other half (78 probes) took other routes

bull Gives an idea what we measure when looking at IXP traffic levels

21

Tuesday September 25 2012

Main Conclusions

bull Great collaboration amp participation - by Euro-IX IXPs- by RIPE Labs participants

bull Major sporting events seem to be having a greater impact on IXP traffic volumes

bull Discovered typical pattern for football matches

bull Despite big peaks at times Internet can cope

bull Good exercise for other major events- Can we find patterns for certain events

22

Tuesday September 25 2012

Thanks to the IXPs that took part

23

Tuesday September 25 2012

Links amp References

24

bull Euro-IX Website- httpwwweuro-ixnet

bull All articles on RIPE Labs- httpslabsripenet

bull All the Olympics 2012 IXP graphs- httpalbatrossripenetdemo-areaixp-olympics

Tuesday September 25 2012

Questions

25

Tuesday September 25 2012

Page 7: IXP Traffic During Major Sport Events - RIPE 65...FIFA World Cup 2010 • LONAP (London) traffic on a ‘normal’ weekday 5 8.5Gbps peak • Wed. afternoon WC 2010 England vs Slovenia

6

Tuesday September 25 2012

Euro Championship 2012

bull Great Collaboration between Euro-IX amp RIPE NCC

bull Euro-IX asked for IXP volunteers to provide data

bull 15 Euro-IX Member IXP participated

bull Observed some interesting patterns during football matches

7

Tuesday September 25 2012

Five Articles during Matches

bull Preparations before Euro 2012

bull After first round of group matches

bull At the end of the group stages

bull After quarter finals

bull Final conclusions after Euro 2012

8

Tuesday September 25 2012

Typical Patterns during Match (1)

bull Double dip during first and second half- GIGAPIX Portugal vs Netherlands

9

Tuesday September 25 2012

Typical Patterns during Match (2)

bull AMS-IX First match NL vs Denmark- Second match Germany vs Portugal

10

Tuesday September 25 2012

Typical Patterns during Match (3)

- Double bump (traffic increase of around 90)- Samara-IX Spain vs Croatia and Ireland vs Italy

11

Tuesday September 25 2012

Typical Patterns during Match (4)- INEX (Dublin) Ireland vs Italy- Irelands last match of series- This was record peak traffic at INEX (34 Gbps)

12

Tuesday September 25 2012

Other interesting Patterns

bull Semi-final Spain-Portugal with penalties- Triple dip at GIGAPIX (Portugal) [Spain won]

13

Tuesday September 25 2012

14

Tuesday September 25 2012

Olympic Games 2012 (1)

bull Expected different patterns due to different spread of events during Olympics

bull More difficult to identify typical pattern

bull Events took place both during office hours and in the evenings

bull We could correlate certain patterns in traffic with certain popular sport events during Olympics

15

Tuesday September 25 2012

Olympic Games 2012 (2)

bull We took multiple samples of weekly snapshots of the IXP traffic patterns

bull On the same day of the week both one and two weeks before the event took place

bull On the same day of the week both one and two weeks after the event

16

Tuesday September 25 2012

Popular Events out of Office Hours

bull LONAP Opening ceremony in evening (red line)

17

Tuesday September 25 2012

Popular Events During Office Hours

bull LONAP Friday during office hours- Heptathlon cycling tennis in the UK (green line)

18

Tuesday September 25 2012

Popular Event in a Country (1)

bull Boxing in Ireland - INEX (Dublin) office hours

19

Darren OrsquoNeill

Tuesday September 25 2012

Popular Event in a Country (2)

bull Boxing in Ireland - INEX (Dublin) office hours

20

Katie Taylor

Tuesday September 25 2012

RIPE Atlas Measurements

bull How much traffic is exchanged at the IXPs

bull IPv4-traceroute to wwwbbccouk from 161 RIPE Atlas probes located in the UK

- for 28 probes traceroute went through LONAP- for 55 probes traceroute went through LINX- the other half (78 probes) took other routes

bull Gives an idea what we measure when looking at IXP traffic levels

21

Tuesday September 25 2012

Main Conclusions

bull Great collaboration amp participation - by Euro-IX IXPs- by RIPE Labs participants

bull Major sporting events seem to be having a greater impact on IXP traffic volumes

bull Discovered typical pattern for football matches

bull Despite big peaks at times Internet can cope

bull Good exercise for other major events- Can we find patterns for certain events

22

Tuesday September 25 2012

Thanks to the IXPs that took part

23

Tuesday September 25 2012

Links amp References

24

bull Euro-IX Website- httpwwweuro-ixnet

bull All articles on RIPE Labs- httpslabsripenet

bull All the Olympics 2012 IXP graphs- httpalbatrossripenetdemo-areaixp-olympics

Tuesday September 25 2012

Questions

25

Tuesday September 25 2012

Page 8: IXP Traffic During Major Sport Events - RIPE 65...FIFA World Cup 2010 • LONAP (London) traffic on a ‘normal’ weekday 5 8.5Gbps peak • Wed. afternoon WC 2010 England vs Slovenia

Euro Championship 2012

bull Great Collaboration between Euro-IX amp RIPE NCC

bull Euro-IX asked for IXP volunteers to provide data

bull 15 Euro-IX Member IXP participated

bull Observed some interesting patterns during football matches

7

Tuesday September 25 2012

Five Articles during Matches

bull Preparations before Euro 2012

bull After first round of group matches

bull At the end of the group stages

bull After quarter finals

bull Final conclusions after Euro 2012

8

Tuesday September 25 2012

Typical Patterns during Match (1)

bull Double dip during first and second half- GIGAPIX Portugal vs Netherlands

9

Tuesday September 25 2012

Typical Patterns during Match (2)

bull AMS-IX First match NL vs Denmark- Second match Germany vs Portugal

10

Tuesday September 25 2012

Typical Patterns during Match (3)

- Double bump (traffic increase of around 90)- Samara-IX Spain vs Croatia and Ireland vs Italy

11

Tuesday September 25 2012

Typical Patterns during Match (4)- INEX (Dublin) Ireland vs Italy- Irelands last match of series- This was record peak traffic at INEX (34 Gbps)

12

Tuesday September 25 2012

Other interesting Patterns

bull Semi-final Spain-Portugal with penalties- Triple dip at GIGAPIX (Portugal) [Spain won]

13

Tuesday September 25 2012

14

Tuesday September 25 2012

Olympic Games 2012 (1)

bull Expected different patterns due to different spread of events during Olympics

bull More difficult to identify typical pattern

bull Events took place both during office hours and in the evenings

bull We could correlate certain patterns in traffic with certain popular sport events during Olympics

15

Tuesday September 25 2012

Olympic Games 2012 (2)

bull We took multiple samples of weekly snapshots of the IXP traffic patterns

bull On the same day of the week both one and two weeks before the event took place

bull On the same day of the week both one and two weeks after the event

16

Tuesday September 25 2012

Popular Events out of Office Hours

bull LONAP Opening ceremony in evening (red line)

17

Tuesday September 25 2012

Popular Events During Office Hours

bull LONAP Friday during office hours- Heptathlon cycling tennis in the UK (green line)

18

Tuesday September 25 2012

Popular Event in a Country (1)

bull Boxing in Ireland - INEX (Dublin) office hours

19

Darren OrsquoNeill

Tuesday September 25 2012

Popular Event in a Country (2)

bull Boxing in Ireland - INEX (Dublin) office hours

20

Katie Taylor

Tuesday September 25 2012

RIPE Atlas Measurements

bull How much traffic is exchanged at the IXPs

bull IPv4-traceroute to wwwbbccouk from 161 RIPE Atlas probes located in the UK

- for 28 probes traceroute went through LONAP- for 55 probes traceroute went through LINX- the other half (78 probes) took other routes

bull Gives an idea what we measure when looking at IXP traffic levels

21

Tuesday September 25 2012

Main Conclusions

bull Great collaboration amp participation - by Euro-IX IXPs- by RIPE Labs participants

bull Major sporting events seem to be having a greater impact on IXP traffic volumes

bull Discovered typical pattern for football matches

bull Despite big peaks at times Internet can cope

bull Good exercise for other major events- Can we find patterns for certain events

22

Tuesday September 25 2012

Thanks to the IXPs that took part

23

Tuesday September 25 2012

Links amp References

24

bull Euro-IX Website- httpwwweuro-ixnet

bull All articles on RIPE Labs- httpslabsripenet

bull All the Olympics 2012 IXP graphs- httpalbatrossripenetdemo-areaixp-olympics

Tuesday September 25 2012

Questions

25

Tuesday September 25 2012

Page 9: IXP Traffic During Major Sport Events - RIPE 65...FIFA World Cup 2010 • LONAP (London) traffic on a ‘normal’ weekday 5 8.5Gbps peak • Wed. afternoon WC 2010 England vs Slovenia

Five Articles during Matches

bull Preparations before Euro 2012

bull After first round of group matches

bull At the end of the group stages

bull After quarter finals

bull Final conclusions after Euro 2012

8

Tuesday September 25 2012

Typical Patterns during Match (1)

bull Double dip during first and second half- GIGAPIX Portugal vs Netherlands

9

Tuesday September 25 2012

Typical Patterns during Match (2)

bull AMS-IX First match NL vs Denmark- Second match Germany vs Portugal

10

Tuesday September 25 2012

Typical Patterns during Match (3)

- Double bump (traffic increase of around 90)- Samara-IX Spain vs Croatia and Ireland vs Italy

11

Tuesday September 25 2012

Typical Patterns during Match (4)- INEX (Dublin) Ireland vs Italy- Irelands last match of series- This was record peak traffic at INEX (34 Gbps)

12

Tuesday September 25 2012

Other interesting Patterns

bull Semi-final Spain-Portugal with penalties- Triple dip at GIGAPIX (Portugal) [Spain won]

13

Tuesday September 25 2012

14

Tuesday September 25 2012

Olympic Games 2012 (1)

bull Expected different patterns due to different spread of events during Olympics

bull More difficult to identify typical pattern

bull Events took place both during office hours and in the evenings

bull We could correlate certain patterns in traffic with certain popular sport events during Olympics

15

Tuesday September 25 2012

Olympic Games 2012 (2)

bull We took multiple samples of weekly snapshots of the IXP traffic patterns

bull On the same day of the week both one and two weeks before the event took place

bull On the same day of the week both one and two weeks after the event

16

Tuesday September 25 2012

Popular Events out of Office Hours

bull LONAP Opening ceremony in evening (red line)

17

Tuesday September 25 2012

Popular Events During Office Hours

bull LONAP Friday during office hours- Heptathlon cycling tennis in the UK (green line)

18

Tuesday September 25 2012

Popular Event in a Country (1)

bull Boxing in Ireland - INEX (Dublin) office hours

19

Darren OrsquoNeill

Tuesday September 25 2012

Popular Event in a Country (2)

bull Boxing in Ireland - INEX (Dublin) office hours

20

Katie Taylor

Tuesday September 25 2012

RIPE Atlas Measurements

bull How much traffic is exchanged at the IXPs

bull IPv4-traceroute to wwwbbccouk from 161 RIPE Atlas probes located in the UK

- for 28 probes traceroute went through LONAP- for 55 probes traceroute went through LINX- the other half (78 probes) took other routes

bull Gives an idea what we measure when looking at IXP traffic levels

21

Tuesday September 25 2012

Main Conclusions

bull Great collaboration amp participation - by Euro-IX IXPs- by RIPE Labs participants

bull Major sporting events seem to be having a greater impact on IXP traffic volumes

bull Discovered typical pattern for football matches

bull Despite big peaks at times Internet can cope

bull Good exercise for other major events- Can we find patterns for certain events

22

Tuesday September 25 2012

Thanks to the IXPs that took part

23

Tuesday September 25 2012

Links amp References

24

bull Euro-IX Website- httpwwweuro-ixnet

bull All articles on RIPE Labs- httpslabsripenet

bull All the Olympics 2012 IXP graphs- httpalbatrossripenetdemo-areaixp-olympics

Tuesday September 25 2012

Questions

25

Tuesday September 25 2012

Page 10: IXP Traffic During Major Sport Events - RIPE 65...FIFA World Cup 2010 • LONAP (London) traffic on a ‘normal’ weekday 5 8.5Gbps peak • Wed. afternoon WC 2010 England vs Slovenia

Typical Patterns during Match (1)

bull Double dip during first and second half- GIGAPIX Portugal vs Netherlands

9

Tuesday September 25 2012

Typical Patterns during Match (2)

bull AMS-IX First match NL vs Denmark- Second match Germany vs Portugal

10

Tuesday September 25 2012

Typical Patterns during Match (3)

- Double bump (traffic increase of around 90)- Samara-IX Spain vs Croatia and Ireland vs Italy

11

Tuesday September 25 2012

Typical Patterns during Match (4)- INEX (Dublin) Ireland vs Italy- Irelands last match of series- This was record peak traffic at INEX (34 Gbps)

12

Tuesday September 25 2012

Other interesting Patterns

bull Semi-final Spain-Portugal with penalties- Triple dip at GIGAPIX (Portugal) [Spain won]

13

Tuesday September 25 2012

14

Tuesday September 25 2012

Olympic Games 2012 (1)

bull Expected different patterns due to different spread of events during Olympics

bull More difficult to identify typical pattern

bull Events took place both during office hours and in the evenings

bull We could correlate certain patterns in traffic with certain popular sport events during Olympics

15

Tuesday September 25 2012

Olympic Games 2012 (2)

bull We took multiple samples of weekly snapshots of the IXP traffic patterns

bull On the same day of the week both one and two weeks before the event took place

bull On the same day of the week both one and two weeks after the event

16

Tuesday September 25 2012

Popular Events out of Office Hours

bull LONAP Opening ceremony in evening (red line)

17

Tuesday September 25 2012

Popular Events During Office Hours

bull LONAP Friday during office hours- Heptathlon cycling tennis in the UK (green line)

18

Tuesday September 25 2012

Popular Event in a Country (1)

bull Boxing in Ireland - INEX (Dublin) office hours

19

Darren OrsquoNeill

Tuesday September 25 2012

Popular Event in a Country (2)

bull Boxing in Ireland - INEX (Dublin) office hours

20

Katie Taylor

Tuesday September 25 2012

RIPE Atlas Measurements

bull How much traffic is exchanged at the IXPs

bull IPv4-traceroute to wwwbbccouk from 161 RIPE Atlas probes located in the UK

- for 28 probes traceroute went through LONAP- for 55 probes traceroute went through LINX- the other half (78 probes) took other routes

bull Gives an idea what we measure when looking at IXP traffic levels

21

Tuesday September 25 2012

Main Conclusions

bull Great collaboration amp participation - by Euro-IX IXPs- by RIPE Labs participants

bull Major sporting events seem to be having a greater impact on IXP traffic volumes

bull Discovered typical pattern for football matches

bull Despite big peaks at times Internet can cope

bull Good exercise for other major events- Can we find patterns for certain events

22

Tuesday September 25 2012

Thanks to the IXPs that took part

23

Tuesday September 25 2012

Links amp References

24

bull Euro-IX Website- httpwwweuro-ixnet

bull All articles on RIPE Labs- httpslabsripenet

bull All the Olympics 2012 IXP graphs- httpalbatrossripenetdemo-areaixp-olympics

Tuesday September 25 2012

Questions

25

Tuesday September 25 2012

Page 11: IXP Traffic During Major Sport Events - RIPE 65...FIFA World Cup 2010 • LONAP (London) traffic on a ‘normal’ weekday 5 8.5Gbps peak • Wed. afternoon WC 2010 England vs Slovenia

Typical Patterns during Match (2)

bull AMS-IX First match NL vs Denmark- Second match Germany vs Portugal

10

Tuesday September 25 2012

Typical Patterns during Match (3)

- Double bump (traffic increase of around 90)- Samara-IX Spain vs Croatia and Ireland vs Italy

11

Tuesday September 25 2012

Typical Patterns during Match (4)- INEX (Dublin) Ireland vs Italy- Irelands last match of series- This was record peak traffic at INEX (34 Gbps)

12

Tuesday September 25 2012

Other interesting Patterns

bull Semi-final Spain-Portugal with penalties- Triple dip at GIGAPIX (Portugal) [Spain won]

13

Tuesday September 25 2012

14

Tuesday September 25 2012

Olympic Games 2012 (1)

bull Expected different patterns due to different spread of events during Olympics

bull More difficult to identify typical pattern

bull Events took place both during office hours and in the evenings

bull We could correlate certain patterns in traffic with certain popular sport events during Olympics

15

Tuesday September 25 2012

Olympic Games 2012 (2)

bull We took multiple samples of weekly snapshots of the IXP traffic patterns

bull On the same day of the week both one and two weeks before the event took place

bull On the same day of the week both one and two weeks after the event

16

Tuesday September 25 2012

Popular Events out of Office Hours

bull LONAP Opening ceremony in evening (red line)

17

Tuesday September 25 2012

Popular Events During Office Hours

bull LONAP Friday during office hours- Heptathlon cycling tennis in the UK (green line)

18

Tuesday September 25 2012

Popular Event in a Country (1)

bull Boxing in Ireland - INEX (Dublin) office hours

19

Darren OrsquoNeill

Tuesday September 25 2012

Popular Event in a Country (2)

bull Boxing in Ireland - INEX (Dublin) office hours

20

Katie Taylor

Tuesday September 25 2012

RIPE Atlas Measurements

bull How much traffic is exchanged at the IXPs

bull IPv4-traceroute to wwwbbccouk from 161 RIPE Atlas probes located in the UK

- for 28 probes traceroute went through LONAP- for 55 probes traceroute went through LINX- the other half (78 probes) took other routes

bull Gives an idea what we measure when looking at IXP traffic levels

21

Tuesday September 25 2012

Main Conclusions

bull Great collaboration amp participation - by Euro-IX IXPs- by RIPE Labs participants

bull Major sporting events seem to be having a greater impact on IXP traffic volumes

bull Discovered typical pattern for football matches

bull Despite big peaks at times Internet can cope

bull Good exercise for other major events- Can we find patterns for certain events

22

Tuesday September 25 2012

Thanks to the IXPs that took part

23

Tuesday September 25 2012

Links amp References

24

bull Euro-IX Website- httpwwweuro-ixnet

bull All articles on RIPE Labs- httpslabsripenet

bull All the Olympics 2012 IXP graphs- httpalbatrossripenetdemo-areaixp-olympics

Tuesday September 25 2012

Questions

25

Tuesday September 25 2012

Page 12: IXP Traffic During Major Sport Events - RIPE 65...FIFA World Cup 2010 • LONAP (London) traffic on a ‘normal’ weekday 5 8.5Gbps peak • Wed. afternoon WC 2010 England vs Slovenia

Typical Patterns during Match (3)

- Double bump (traffic increase of around 90)- Samara-IX Spain vs Croatia and Ireland vs Italy

11

Tuesday September 25 2012

Typical Patterns during Match (4)- INEX (Dublin) Ireland vs Italy- Irelands last match of series- This was record peak traffic at INEX (34 Gbps)

12

Tuesday September 25 2012

Other interesting Patterns

bull Semi-final Spain-Portugal with penalties- Triple dip at GIGAPIX (Portugal) [Spain won]

13

Tuesday September 25 2012

14

Tuesday September 25 2012

Olympic Games 2012 (1)

bull Expected different patterns due to different spread of events during Olympics

bull More difficult to identify typical pattern

bull Events took place both during office hours and in the evenings

bull We could correlate certain patterns in traffic with certain popular sport events during Olympics

15

Tuesday September 25 2012

Olympic Games 2012 (2)

bull We took multiple samples of weekly snapshots of the IXP traffic patterns

bull On the same day of the week both one and two weeks before the event took place

bull On the same day of the week both one and two weeks after the event

16

Tuesday September 25 2012

Popular Events out of Office Hours

bull LONAP Opening ceremony in evening (red line)

17

Tuesday September 25 2012

Popular Events During Office Hours

bull LONAP Friday during office hours- Heptathlon cycling tennis in the UK (green line)

18

Tuesday September 25 2012

Popular Event in a Country (1)

bull Boxing in Ireland - INEX (Dublin) office hours

19

Darren OrsquoNeill

Tuesday September 25 2012

Popular Event in a Country (2)

bull Boxing in Ireland - INEX (Dublin) office hours

20

Katie Taylor

Tuesday September 25 2012

RIPE Atlas Measurements

bull How much traffic is exchanged at the IXPs

bull IPv4-traceroute to wwwbbccouk from 161 RIPE Atlas probes located in the UK

- for 28 probes traceroute went through LONAP- for 55 probes traceroute went through LINX- the other half (78 probes) took other routes

bull Gives an idea what we measure when looking at IXP traffic levels

21

Tuesday September 25 2012

Main Conclusions

bull Great collaboration amp participation - by Euro-IX IXPs- by RIPE Labs participants

bull Major sporting events seem to be having a greater impact on IXP traffic volumes

bull Discovered typical pattern for football matches

bull Despite big peaks at times Internet can cope

bull Good exercise for other major events- Can we find patterns for certain events

22

Tuesday September 25 2012

Thanks to the IXPs that took part

23

Tuesday September 25 2012

Links amp References

24

bull Euro-IX Website- httpwwweuro-ixnet

bull All articles on RIPE Labs- httpslabsripenet

bull All the Olympics 2012 IXP graphs- httpalbatrossripenetdemo-areaixp-olympics

Tuesday September 25 2012

Questions

25

Tuesday September 25 2012

Page 13: IXP Traffic During Major Sport Events - RIPE 65...FIFA World Cup 2010 • LONAP (London) traffic on a ‘normal’ weekday 5 8.5Gbps peak • Wed. afternoon WC 2010 England vs Slovenia

Typical Patterns during Match (4)- INEX (Dublin) Ireland vs Italy- Irelands last match of series- This was record peak traffic at INEX (34 Gbps)

12

Tuesday September 25 2012

Other interesting Patterns

bull Semi-final Spain-Portugal with penalties- Triple dip at GIGAPIX (Portugal) [Spain won]

13

Tuesday September 25 2012

14

Tuesday September 25 2012

Olympic Games 2012 (1)

bull Expected different patterns due to different spread of events during Olympics

bull More difficult to identify typical pattern

bull Events took place both during office hours and in the evenings

bull We could correlate certain patterns in traffic with certain popular sport events during Olympics

15

Tuesday September 25 2012

Olympic Games 2012 (2)

bull We took multiple samples of weekly snapshots of the IXP traffic patterns

bull On the same day of the week both one and two weeks before the event took place

bull On the same day of the week both one and two weeks after the event

16

Tuesday September 25 2012

Popular Events out of Office Hours

bull LONAP Opening ceremony in evening (red line)

17

Tuesday September 25 2012

Popular Events During Office Hours

bull LONAP Friday during office hours- Heptathlon cycling tennis in the UK (green line)

18

Tuesday September 25 2012

Popular Event in a Country (1)

bull Boxing in Ireland - INEX (Dublin) office hours

19

Darren OrsquoNeill

Tuesday September 25 2012

Popular Event in a Country (2)

bull Boxing in Ireland - INEX (Dublin) office hours

20

Katie Taylor

Tuesday September 25 2012

RIPE Atlas Measurements

bull How much traffic is exchanged at the IXPs

bull IPv4-traceroute to wwwbbccouk from 161 RIPE Atlas probes located in the UK

- for 28 probes traceroute went through LONAP- for 55 probes traceroute went through LINX- the other half (78 probes) took other routes

bull Gives an idea what we measure when looking at IXP traffic levels

21

Tuesday September 25 2012

Main Conclusions

bull Great collaboration amp participation - by Euro-IX IXPs- by RIPE Labs participants

bull Major sporting events seem to be having a greater impact on IXP traffic volumes

bull Discovered typical pattern for football matches

bull Despite big peaks at times Internet can cope

bull Good exercise for other major events- Can we find patterns for certain events

22

Tuesday September 25 2012

Thanks to the IXPs that took part

23

Tuesday September 25 2012

Links amp References

24

bull Euro-IX Website- httpwwweuro-ixnet

bull All articles on RIPE Labs- httpslabsripenet

bull All the Olympics 2012 IXP graphs- httpalbatrossripenetdemo-areaixp-olympics

Tuesday September 25 2012

Questions

25

Tuesday September 25 2012

Page 14: IXP Traffic During Major Sport Events - RIPE 65...FIFA World Cup 2010 • LONAP (London) traffic on a ‘normal’ weekday 5 8.5Gbps peak • Wed. afternoon WC 2010 England vs Slovenia

Other interesting Patterns

bull Semi-final Spain-Portugal with penalties- Triple dip at GIGAPIX (Portugal) [Spain won]

13

Tuesday September 25 2012

14

Tuesday September 25 2012

Olympic Games 2012 (1)

bull Expected different patterns due to different spread of events during Olympics

bull More difficult to identify typical pattern

bull Events took place both during office hours and in the evenings

bull We could correlate certain patterns in traffic with certain popular sport events during Olympics

15

Tuesday September 25 2012

Olympic Games 2012 (2)

bull We took multiple samples of weekly snapshots of the IXP traffic patterns

bull On the same day of the week both one and two weeks before the event took place

bull On the same day of the week both one and two weeks after the event

16

Tuesday September 25 2012

Popular Events out of Office Hours

bull LONAP Opening ceremony in evening (red line)

17

Tuesday September 25 2012

Popular Events During Office Hours

bull LONAP Friday during office hours- Heptathlon cycling tennis in the UK (green line)

18

Tuesday September 25 2012

Popular Event in a Country (1)

bull Boxing in Ireland - INEX (Dublin) office hours

19

Darren OrsquoNeill

Tuesday September 25 2012

Popular Event in a Country (2)

bull Boxing in Ireland - INEX (Dublin) office hours

20

Katie Taylor

Tuesday September 25 2012

RIPE Atlas Measurements

bull How much traffic is exchanged at the IXPs

bull IPv4-traceroute to wwwbbccouk from 161 RIPE Atlas probes located in the UK

- for 28 probes traceroute went through LONAP- for 55 probes traceroute went through LINX- the other half (78 probes) took other routes

bull Gives an idea what we measure when looking at IXP traffic levels

21

Tuesday September 25 2012

Main Conclusions

bull Great collaboration amp participation - by Euro-IX IXPs- by RIPE Labs participants

bull Major sporting events seem to be having a greater impact on IXP traffic volumes

bull Discovered typical pattern for football matches

bull Despite big peaks at times Internet can cope

bull Good exercise for other major events- Can we find patterns for certain events

22

Tuesday September 25 2012

Thanks to the IXPs that took part

23

Tuesday September 25 2012

Links amp References

24

bull Euro-IX Website- httpwwweuro-ixnet

bull All articles on RIPE Labs- httpslabsripenet

bull All the Olympics 2012 IXP graphs- httpalbatrossripenetdemo-areaixp-olympics

Tuesday September 25 2012

Questions

25

Tuesday September 25 2012

Page 15: IXP Traffic During Major Sport Events - RIPE 65...FIFA World Cup 2010 • LONAP (London) traffic on a ‘normal’ weekday 5 8.5Gbps peak • Wed. afternoon WC 2010 England vs Slovenia

14

Tuesday September 25 2012

Olympic Games 2012 (1)

bull Expected different patterns due to different spread of events during Olympics

bull More difficult to identify typical pattern

bull Events took place both during office hours and in the evenings

bull We could correlate certain patterns in traffic with certain popular sport events during Olympics

15

Tuesday September 25 2012

Olympic Games 2012 (2)

bull We took multiple samples of weekly snapshots of the IXP traffic patterns

bull On the same day of the week both one and two weeks before the event took place

bull On the same day of the week both one and two weeks after the event

16

Tuesday September 25 2012

Popular Events out of Office Hours

bull LONAP Opening ceremony in evening (red line)

17

Tuesday September 25 2012

Popular Events During Office Hours

bull LONAP Friday during office hours- Heptathlon cycling tennis in the UK (green line)

18

Tuesday September 25 2012

Popular Event in a Country (1)

bull Boxing in Ireland - INEX (Dublin) office hours

19

Darren OrsquoNeill

Tuesday September 25 2012

Popular Event in a Country (2)

bull Boxing in Ireland - INEX (Dublin) office hours

20

Katie Taylor

Tuesday September 25 2012

RIPE Atlas Measurements

bull How much traffic is exchanged at the IXPs

bull IPv4-traceroute to wwwbbccouk from 161 RIPE Atlas probes located in the UK

- for 28 probes traceroute went through LONAP- for 55 probes traceroute went through LINX- the other half (78 probes) took other routes

bull Gives an idea what we measure when looking at IXP traffic levels

21

Tuesday September 25 2012

Main Conclusions

bull Great collaboration amp participation - by Euro-IX IXPs- by RIPE Labs participants

bull Major sporting events seem to be having a greater impact on IXP traffic volumes

bull Discovered typical pattern for football matches

bull Despite big peaks at times Internet can cope

bull Good exercise for other major events- Can we find patterns for certain events

22

Tuesday September 25 2012

Thanks to the IXPs that took part

23

Tuesday September 25 2012

Links amp References

24

bull Euro-IX Website- httpwwweuro-ixnet

bull All articles on RIPE Labs- httpslabsripenet

bull All the Olympics 2012 IXP graphs- httpalbatrossripenetdemo-areaixp-olympics

Tuesday September 25 2012

Questions

25

Tuesday September 25 2012

Page 16: IXP Traffic During Major Sport Events - RIPE 65...FIFA World Cup 2010 • LONAP (London) traffic on a ‘normal’ weekday 5 8.5Gbps peak • Wed. afternoon WC 2010 England vs Slovenia

Olympic Games 2012 (1)

bull Expected different patterns due to different spread of events during Olympics

bull More difficult to identify typical pattern

bull Events took place both during office hours and in the evenings

bull We could correlate certain patterns in traffic with certain popular sport events during Olympics

15

Tuesday September 25 2012

Olympic Games 2012 (2)

bull We took multiple samples of weekly snapshots of the IXP traffic patterns

bull On the same day of the week both one and two weeks before the event took place

bull On the same day of the week both one and two weeks after the event

16

Tuesday September 25 2012

Popular Events out of Office Hours

bull LONAP Opening ceremony in evening (red line)

17

Tuesday September 25 2012

Popular Events During Office Hours

bull LONAP Friday during office hours- Heptathlon cycling tennis in the UK (green line)

18

Tuesday September 25 2012

Popular Event in a Country (1)

bull Boxing in Ireland - INEX (Dublin) office hours

19

Darren OrsquoNeill

Tuesday September 25 2012

Popular Event in a Country (2)

bull Boxing in Ireland - INEX (Dublin) office hours

20

Katie Taylor

Tuesday September 25 2012

RIPE Atlas Measurements

bull How much traffic is exchanged at the IXPs

bull IPv4-traceroute to wwwbbccouk from 161 RIPE Atlas probes located in the UK

- for 28 probes traceroute went through LONAP- for 55 probes traceroute went through LINX- the other half (78 probes) took other routes

bull Gives an idea what we measure when looking at IXP traffic levels

21

Tuesday September 25 2012

Main Conclusions

bull Great collaboration amp participation - by Euro-IX IXPs- by RIPE Labs participants

bull Major sporting events seem to be having a greater impact on IXP traffic volumes

bull Discovered typical pattern for football matches

bull Despite big peaks at times Internet can cope

bull Good exercise for other major events- Can we find patterns for certain events

22

Tuesday September 25 2012

Thanks to the IXPs that took part

23

Tuesday September 25 2012

Links amp References

24

bull Euro-IX Website- httpwwweuro-ixnet

bull All articles on RIPE Labs- httpslabsripenet

bull All the Olympics 2012 IXP graphs- httpalbatrossripenetdemo-areaixp-olympics

Tuesday September 25 2012

Questions

25

Tuesday September 25 2012

Page 17: IXP Traffic During Major Sport Events - RIPE 65...FIFA World Cup 2010 • LONAP (London) traffic on a ‘normal’ weekday 5 8.5Gbps peak • Wed. afternoon WC 2010 England vs Slovenia

Olympic Games 2012 (2)

bull We took multiple samples of weekly snapshots of the IXP traffic patterns

bull On the same day of the week both one and two weeks before the event took place

bull On the same day of the week both one and two weeks after the event

16

Tuesday September 25 2012

Popular Events out of Office Hours

bull LONAP Opening ceremony in evening (red line)

17

Tuesday September 25 2012

Popular Events During Office Hours

bull LONAP Friday during office hours- Heptathlon cycling tennis in the UK (green line)

18

Tuesday September 25 2012

Popular Event in a Country (1)

bull Boxing in Ireland - INEX (Dublin) office hours

19

Darren OrsquoNeill

Tuesday September 25 2012

Popular Event in a Country (2)

bull Boxing in Ireland - INEX (Dublin) office hours

20

Katie Taylor

Tuesday September 25 2012

RIPE Atlas Measurements

bull How much traffic is exchanged at the IXPs

bull IPv4-traceroute to wwwbbccouk from 161 RIPE Atlas probes located in the UK

- for 28 probes traceroute went through LONAP- for 55 probes traceroute went through LINX- the other half (78 probes) took other routes

bull Gives an idea what we measure when looking at IXP traffic levels

21

Tuesday September 25 2012

Main Conclusions

bull Great collaboration amp participation - by Euro-IX IXPs- by RIPE Labs participants

bull Major sporting events seem to be having a greater impact on IXP traffic volumes

bull Discovered typical pattern for football matches

bull Despite big peaks at times Internet can cope

bull Good exercise for other major events- Can we find patterns for certain events

22

Tuesday September 25 2012

Thanks to the IXPs that took part

23

Tuesday September 25 2012

Links amp References

24

bull Euro-IX Website- httpwwweuro-ixnet

bull All articles on RIPE Labs- httpslabsripenet

bull All the Olympics 2012 IXP graphs- httpalbatrossripenetdemo-areaixp-olympics

Tuesday September 25 2012

Questions

25

Tuesday September 25 2012

Page 18: IXP Traffic During Major Sport Events - RIPE 65...FIFA World Cup 2010 • LONAP (London) traffic on a ‘normal’ weekday 5 8.5Gbps peak • Wed. afternoon WC 2010 England vs Slovenia

Popular Events out of Office Hours

bull LONAP Opening ceremony in evening (red line)

17

Tuesday September 25 2012

Popular Events During Office Hours

bull LONAP Friday during office hours- Heptathlon cycling tennis in the UK (green line)

18

Tuesday September 25 2012

Popular Event in a Country (1)

bull Boxing in Ireland - INEX (Dublin) office hours

19

Darren OrsquoNeill

Tuesday September 25 2012

Popular Event in a Country (2)

bull Boxing in Ireland - INEX (Dublin) office hours

20

Katie Taylor

Tuesday September 25 2012

RIPE Atlas Measurements

bull How much traffic is exchanged at the IXPs

bull IPv4-traceroute to wwwbbccouk from 161 RIPE Atlas probes located in the UK

- for 28 probes traceroute went through LONAP- for 55 probes traceroute went through LINX- the other half (78 probes) took other routes

bull Gives an idea what we measure when looking at IXP traffic levels

21

Tuesday September 25 2012

Main Conclusions

bull Great collaboration amp participation - by Euro-IX IXPs- by RIPE Labs participants

bull Major sporting events seem to be having a greater impact on IXP traffic volumes

bull Discovered typical pattern for football matches

bull Despite big peaks at times Internet can cope

bull Good exercise for other major events- Can we find patterns for certain events

22

Tuesday September 25 2012

Thanks to the IXPs that took part

23

Tuesday September 25 2012

Links amp References

24

bull Euro-IX Website- httpwwweuro-ixnet

bull All articles on RIPE Labs- httpslabsripenet

bull All the Olympics 2012 IXP graphs- httpalbatrossripenetdemo-areaixp-olympics

Tuesday September 25 2012

Questions

25

Tuesday September 25 2012

Page 19: IXP Traffic During Major Sport Events - RIPE 65...FIFA World Cup 2010 • LONAP (London) traffic on a ‘normal’ weekday 5 8.5Gbps peak • Wed. afternoon WC 2010 England vs Slovenia

Popular Events During Office Hours

bull LONAP Friday during office hours- Heptathlon cycling tennis in the UK (green line)

18

Tuesday September 25 2012

Popular Event in a Country (1)

bull Boxing in Ireland - INEX (Dublin) office hours

19

Darren OrsquoNeill

Tuesday September 25 2012

Popular Event in a Country (2)

bull Boxing in Ireland - INEX (Dublin) office hours

20

Katie Taylor

Tuesday September 25 2012

RIPE Atlas Measurements

bull How much traffic is exchanged at the IXPs

bull IPv4-traceroute to wwwbbccouk from 161 RIPE Atlas probes located in the UK

- for 28 probes traceroute went through LONAP- for 55 probes traceroute went through LINX- the other half (78 probes) took other routes

bull Gives an idea what we measure when looking at IXP traffic levels

21

Tuesday September 25 2012

Main Conclusions

bull Great collaboration amp participation - by Euro-IX IXPs- by RIPE Labs participants

bull Major sporting events seem to be having a greater impact on IXP traffic volumes

bull Discovered typical pattern for football matches

bull Despite big peaks at times Internet can cope

bull Good exercise for other major events- Can we find patterns for certain events

22

Tuesday September 25 2012

Thanks to the IXPs that took part

23

Tuesday September 25 2012

Links amp References

24

bull Euro-IX Website- httpwwweuro-ixnet

bull All articles on RIPE Labs- httpslabsripenet

bull All the Olympics 2012 IXP graphs- httpalbatrossripenetdemo-areaixp-olympics

Tuesday September 25 2012

Questions

25

Tuesday September 25 2012

Page 20: IXP Traffic During Major Sport Events - RIPE 65...FIFA World Cup 2010 • LONAP (London) traffic on a ‘normal’ weekday 5 8.5Gbps peak • Wed. afternoon WC 2010 England vs Slovenia

Popular Event in a Country (1)

bull Boxing in Ireland - INEX (Dublin) office hours

19

Darren OrsquoNeill

Tuesday September 25 2012

Popular Event in a Country (2)

bull Boxing in Ireland - INEX (Dublin) office hours

20

Katie Taylor

Tuesday September 25 2012

RIPE Atlas Measurements

bull How much traffic is exchanged at the IXPs

bull IPv4-traceroute to wwwbbccouk from 161 RIPE Atlas probes located in the UK

- for 28 probes traceroute went through LONAP- for 55 probes traceroute went through LINX- the other half (78 probes) took other routes

bull Gives an idea what we measure when looking at IXP traffic levels

21

Tuesday September 25 2012

Main Conclusions

bull Great collaboration amp participation - by Euro-IX IXPs- by RIPE Labs participants

bull Major sporting events seem to be having a greater impact on IXP traffic volumes

bull Discovered typical pattern for football matches

bull Despite big peaks at times Internet can cope

bull Good exercise for other major events- Can we find patterns for certain events

22

Tuesday September 25 2012

Thanks to the IXPs that took part

23

Tuesday September 25 2012

Links amp References

24

bull Euro-IX Website- httpwwweuro-ixnet

bull All articles on RIPE Labs- httpslabsripenet

bull All the Olympics 2012 IXP graphs- httpalbatrossripenetdemo-areaixp-olympics

Tuesday September 25 2012

Questions

25

Tuesday September 25 2012

Page 21: IXP Traffic During Major Sport Events - RIPE 65...FIFA World Cup 2010 • LONAP (London) traffic on a ‘normal’ weekday 5 8.5Gbps peak • Wed. afternoon WC 2010 England vs Slovenia

Popular Event in a Country (2)

bull Boxing in Ireland - INEX (Dublin) office hours

20

Katie Taylor

Tuesday September 25 2012

RIPE Atlas Measurements

bull How much traffic is exchanged at the IXPs

bull IPv4-traceroute to wwwbbccouk from 161 RIPE Atlas probes located in the UK

- for 28 probes traceroute went through LONAP- for 55 probes traceroute went through LINX- the other half (78 probes) took other routes

bull Gives an idea what we measure when looking at IXP traffic levels

21

Tuesday September 25 2012

Main Conclusions

bull Great collaboration amp participation - by Euro-IX IXPs- by RIPE Labs participants

bull Major sporting events seem to be having a greater impact on IXP traffic volumes

bull Discovered typical pattern for football matches

bull Despite big peaks at times Internet can cope

bull Good exercise for other major events- Can we find patterns for certain events

22

Tuesday September 25 2012

Thanks to the IXPs that took part

23

Tuesday September 25 2012

Links amp References

24

bull Euro-IX Website- httpwwweuro-ixnet

bull All articles on RIPE Labs- httpslabsripenet

bull All the Olympics 2012 IXP graphs- httpalbatrossripenetdemo-areaixp-olympics

Tuesday September 25 2012

Questions

25

Tuesday September 25 2012

Page 22: IXP Traffic During Major Sport Events - RIPE 65...FIFA World Cup 2010 • LONAP (London) traffic on a ‘normal’ weekday 5 8.5Gbps peak • Wed. afternoon WC 2010 England vs Slovenia

RIPE Atlas Measurements

bull How much traffic is exchanged at the IXPs

bull IPv4-traceroute to wwwbbccouk from 161 RIPE Atlas probes located in the UK

- for 28 probes traceroute went through LONAP- for 55 probes traceroute went through LINX- the other half (78 probes) took other routes

bull Gives an idea what we measure when looking at IXP traffic levels

21

Tuesday September 25 2012

Main Conclusions

bull Great collaboration amp participation - by Euro-IX IXPs- by RIPE Labs participants

bull Major sporting events seem to be having a greater impact on IXP traffic volumes

bull Discovered typical pattern for football matches

bull Despite big peaks at times Internet can cope

bull Good exercise for other major events- Can we find patterns for certain events

22

Tuesday September 25 2012

Thanks to the IXPs that took part

23

Tuesday September 25 2012

Links amp References

24

bull Euro-IX Website- httpwwweuro-ixnet

bull All articles on RIPE Labs- httpslabsripenet

bull All the Olympics 2012 IXP graphs- httpalbatrossripenetdemo-areaixp-olympics

Tuesday September 25 2012

Questions

25

Tuesday September 25 2012

Page 23: IXP Traffic During Major Sport Events - RIPE 65...FIFA World Cup 2010 • LONAP (London) traffic on a ‘normal’ weekday 5 8.5Gbps peak • Wed. afternoon WC 2010 England vs Slovenia

Main Conclusions

bull Great collaboration amp participation - by Euro-IX IXPs- by RIPE Labs participants

bull Major sporting events seem to be having a greater impact on IXP traffic volumes

bull Discovered typical pattern for football matches

bull Despite big peaks at times Internet can cope

bull Good exercise for other major events- Can we find patterns for certain events

22

Tuesday September 25 2012

Thanks to the IXPs that took part

23

Tuesday September 25 2012

Links amp References

24

bull Euro-IX Website- httpwwweuro-ixnet

bull All articles on RIPE Labs- httpslabsripenet

bull All the Olympics 2012 IXP graphs- httpalbatrossripenetdemo-areaixp-olympics

Tuesday September 25 2012

Questions

25

Tuesday September 25 2012

Page 24: IXP Traffic During Major Sport Events - RIPE 65...FIFA World Cup 2010 • LONAP (London) traffic on a ‘normal’ weekday 5 8.5Gbps peak • Wed. afternoon WC 2010 England vs Slovenia

Thanks to the IXPs that took part

23

Tuesday September 25 2012

Links amp References

24

bull Euro-IX Website- httpwwweuro-ixnet

bull All articles on RIPE Labs- httpslabsripenet

bull All the Olympics 2012 IXP graphs- httpalbatrossripenetdemo-areaixp-olympics

Tuesday September 25 2012

Questions

25

Tuesday September 25 2012

Page 25: IXP Traffic During Major Sport Events - RIPE 65...FIFA World Cup 2010 • LONAP (London) traffic on a ‘normal’ weekday 5 8.5Gbps peak • Wed. afternoon WC 2010 England vs Slovenia

Links amp References

24

bull Euro-IX Website- httpwwweuro-ixnet

bull All articles on RIPE Labs- httpslabsripenet

bull All the Olympics 2012 IXP graphs- httpalbatrossripenetdemo-areaixp-olympics

Tuesday September 25 2012

Questions

25

Tuesday September 25 2012

Page 26: IXP Traffic During Major Sport Events - RIPE 65...FIFA World Cup 2010 • LONAP (London) traffic on a ‘normal’ weekday 5 8.5Gbps peak • Wed. afternoon WC 2010 England vs Slovenia

Questions

25

Tuesday September 25 2012