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Hurricane Sandy, as
                        seen by RIPE Atlas
                        emile.aben@ripe.net
                        AIMS 5




Friday, 8 February 13
2500+ Hardware Probes Deployed




                              104 countries
                              1202 v4 ASes (2.8%)
                              402 v6 ASes (6.1%)
          Emile Aben, AIMS5                         2

Friday, 8 February 13
Measurements
         •     Ping(4/6)
         •     Traceroute(4/6)


         •     Towards “fixed” destinations:
                 – DNS        root servers + RIPE Atlas infrastructure


         •     User Defined Measurements



          Emile Aben, AIMS5                                              3

Friday, 8 February 13
RIPE Atlas Probes in
                        Affected Area




Friday, 8 February 13
Vantage Points in Affected Area
                                         Sandy Landfall
                                                          RTT trends, dst: AS24940 (DE)
       min( medianRTT(t)/minRTT , 2)




                     Emile Aben, AIMS5                                                    5

Friday, 8 February 13
Path Flux




Friday, 8 February 13
Path Flux towards North American Targets
                                                                                      IPv4 Path Flux
                                                    400+
                                                                                                                                  AS7296/CA,US
                                                                                                                                    AS13/MD,US
                                                                                                                                    AS27/MD,US
                                                                                                                                  AS3356/CO,US
                                                                                                                                  AS6453/QC,CA
        Paths with IPs not seen in the prev 8 hrs




                                                     300




                                                     200




                                                     100




                                                      0
                                                      28/10   29/10   30/10   31/10   01/11    02/11   03/11   04/11   05/11   06/11
                                                      00:00   00:00   00:00   00:00   00:00    00:00   00:00   00:00   00:00   00:00
                                                                                        Time (UTC)


                               Emile Aben, AIMS5                                                                                                 7

Friday, 8 February 13
Path Flux towards EU Targets
                                                                                     IPv4 Path Flux
                                                   400+
                                                                                                                                  AS24940/DE
                                                                                                                                   AS3333/NL
       Paths with IPs not seen in the prev 8 hrs




                                                    300




                                                    200




                                                    100




                                                     0
                                                     28/10   29/10   30/10   31/10   01/11    02/11   03/11   04/11   05/11   06/11
                                                     00:00   00:00   00:00   00:00   00:00    00:00   00:00   00:00   00:00   00:00
                                                                                       Time (UTC)


                                           Emile Aben, AIMS5                                                                                   8

Friday, 8 February 13
AS Path Flux (IPv4 paths)
                                                                                    AS Path Flux
                                                 100+
                                                                                                                                   AS3333/NL
                                                                                                                                  AS24940/DE
                                                                                                                                 AS27/MD,US
                                                                                                                                 AS13/MD,US
                                                                                                                                AS7296/CA,US
                                                   80
        Paths with ASes not seen in prev 2 hrs




                                                   60




                                                   40




                                                   20




                                                   0
                                                   28/10   29/10   30/10   31/10   01/11    02/11   03/11   04/11   05/11   06/11
                                                   00:00   00:00   00:00   00:00   00:00    00:00   00:00   00:00   00:00   00:00
                                                                                     Time (UTC)



                               Emile Aben, AIMS5                                                                                               9

Friday, 8 February 13
Path Flux (IPv6)
                                                                                         IPv6 Path Flux
                                                       100+
                                                                                                                                         AS3333/NL
                                                                                                                                        AS24940/DE
                                                                                                                                       AS27/MD,US
                                                                                                                                       AS13/MD,US
                                                         80                                                                           AS7296/CA,US
           Paths with IPs not seen in the prev 8 hrs




                                                         60




                                                         40




                                                         20




                                                         0
                                                         28/10   29/10   30/10   31/10   01/11    02/11   03/11   04/11   05/11   06/11
                                                         00:00   00:00   00:00   00:00   00:00    00:00   00:00   00:00   00:00   00:00
                                                                                           Time (UTC)



          Emile Aben, AIMS5                                                                                                                          10

Friday, 8 February 13
New York-New York




Friday, 8 February 13
New York - Global Internet Hub
         •     New York City (NYC) is a major Internet
               connectivity hub
         •     Ashburn/Washington DC (ASH) is the other for
               US-Europe traffic




          Emile Aben, AIMS5                                   12

Friday, 8 February 13
Paths through NYC/ASH to ns.ripe.net




          Emile Aben, AIMS5                     13

Friday, 8 February 13
Compare pre/post Sandy Paths
                           dst: ns.ripe.net / AS3333 / NL
                        pre: 22:00 UTC vs. post: 09:00 UTC
                                                     Destination
                                                     Path moved away from NYC
                                                     Path kept going through NYC
                                                     Path started going through NYC
                                                     Path not through NYC




          Emile Aben, AIMS5                                                        14

Friday, 8 February 13
Compare pre/post Sandy paths
                             dst: d-root / AS27 / MD,US
                        pre: 22:00 UTC vs. post: 09:00 UTC




          Emile Aben, AIMS5                                  15

Friday, 8 February 13
Effect On Latencies




Friday, 8 February 13
RTT US -> AS3333 (NL)




          Emile Aben, AIMS5      17

Friday, 8 February 13
RTT US -> AS24970 (DE)




          Emile Aben, AIMS5       18

Friday, 8 February 13
•    Viz: Interactive maps / plots
        •    What I want to get out of this:
                – ideas  on what the best targets would be for individual
                    RIPE Atlas probes (given limited probing budget)
                – compare     notes to others who have Sandy data


        •    Data: Same as other RIPE Atlas Data




          Emile Aben, AIMS5                                                 19

Friday, 8 February 13
Questions?



                 https://labs.ripe.net/sandy-2012
Friday, 8 February 13

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Hurricane Sandy's Impact on Internet Paths and Latencies

  • 1. Hurricane Sandy, as seen by RIPE Atlas emile.aben@ripe.net AIMS 5 Friday, 8 February 13
  • 2. 2500+ Hardware Probes Deployed 104 countries 1202 v4 ASes (2.8%) 402 v6 ASes (6.1%) Emile Aben, AIMS5 2 Friday, 8 February 13
  • 3. Measurements • Ping(4/6) • Traceroute(4/6) • Towards “fixed” destinations: – DNS root servers + RIPE Atlas infrastructure • User Defined Measurements Emile Aben, AIMS5 3 Friday, 8 February 13
  • 4. RIPE Atlas Probes in Affected Area Friday, 8 February 13
  • 5. Vantage Points in Affected Area Sandy Landfall RTT trends, dst: AS24940 (DE) min( medianRTT(t)/minRTT , 2) Emile Aben, AIMS5 5 Friday, 8 February 13
  • 6. Path Flux Friday, 8 February 13
  • 7. Path Flux towards North American Targets IPv4 Path Flux 400+ AS7296/CA,US AS13/MD,US AS27/MD,US AS3356/CO,US AS6453/QC,CA Paths with IPs not seen in the prev 8 hrs 300 200 100 0 28/10 29/10 30/10 31/10 01/11 02/11 03/11 04/11 05/11 06/11 00:00 00:00 00:00 00:00 00:00 00:00 00:00 00:00 00:00 00:00 Time (UTC) Emile Aben, AIMS5 7 Friday, 8 February 13
  • 8. Path Flux towards EU Targets IPv4 Path Flux 400+ AS24940/DE AS3333/NL Paths with IPs not seen in the prev 8 hrs 300 200 100 0 28/10 29/10 30/10 31/10 01/11 02/11 03/11 04/11 05/11 06/11 00:00 00:00 00:00 00:00 00:00 00:00 00:00 00:00 00:00 00:00 Time (UTC) Emile Aben, AIMS5 8 Friday, 8 February 13
  • 9. AS Path Flux (IPv4 paths) AS Path Flux 100+ AS3333/NL AS24940/DE AS27/MD,US AS13/MD,US AS7296/CA,US 80 Paths with ASes not seen in prev 2 hrs 60 40 20 0 28/10 29/10 30/10 31/10 01/11 02/11 03/11 04/11 05/11 06/11 00:00 00:00 00:00 00:00 00:00 00:00 00:00 00:00 00:00 00:00 Time (UTC) Emile Aben, AIMS5 9 Friday, 8 February 13
  • 10. Path Flux (IPv6) IPv6 Path Flux 100+ AS3333/NL AS24940/DE AS27/MD,US AS13/MD,US 80 AS7296/CA,US Paths with IPs not seen in the prev 8 hrs 60 40 20 0 28/10 29/10 30/10 31/10 01/11 02/11 03/11 04/11 05/11 06/11 00:00 00:00 00:00 00:00 00:00 00:00 00:00 00:00 00:00 00:00 Time (UTC) Emile Aben, AIMS5 10 Friday, 8 February 13
  • 11. New York-New York Friday, 8 February 13
  • 12. New York - Global Internet Hub • New York City (NYC) is a major Internet connectivity hub • Ashburn/Washington DC (ASH) is the other for US-Europe traffic Emile Aben, AIMS5 12 Friday, 8 February 13
  • 13. Paths through NYC/ASH to ns.ripe.net Emile Aben, AIMS5 13 Friday, 8 February 13
  • 14. Compare pre/post Sandy Paths dst: ns.ripe.net / AS3333 / NL pre: 22:00 UTC vs. post: 09:00 UTC Destination Path moved away from NYC Path kept going through NYC Path started going through NYC Path not through NYC Emile Aben, AIMS5 14 Friday, 8 February 13
  • 15. Compare pre/post Sandy paths dst: d-root / AS27 / MD,US pre: 22:00 UTC vs. post: 09:00 UTC Emile Aben, AIMS5 15 Friday, 8 February 13
  • 17. RTT US -> AS3333 (NL) Emile Aben, AIMS5 17 Friday, 8 February 13
  • 18. RTT US -> AS24970 (DE) Emile Aben, AIMS5 18 Friday, 8 February 13
  • 19. Viz: Interactive maps / plots • What I want to get out of this: – ideas on what the best targets would be for individual RIPE Atlas probes (given limited probing budget) – compare notes to others who have Sandy data • Data: Same as other RIPE Atlas Data Emile Aben, AIMS5 19 Friday, 8 February 13
  • 20. Questions? https://labs.ripe.net/sandy-2012 Friday, 8 February 13