1. 13 September 2015 The Abilene Observatory and Network Research Rick Summerhill, Director Network Research, Architecture, and Technology, Internet2 Joint Techs Salt Lake City, UT

2. Abilene Observatory - Summary  History and Motivation  What is the Observatory? Collocation Projects Internet2 and NOC Measurements Data Collections  Examples of Research Results  Participation in Research Proposals  Future Directions  Issues  http://abilene.internet2.edu/observatory/

3. History and Motivation  Original Abilene racks included measurement devices Included a single PC Early OWAMP, surveyor measurements Optical splitters at some locations  Motivation was primarily operational  Data collections Collected and maintained by the NOC How is the network performing? Available to other network operators to understand network It became apparent that the data was valuable for research purposes

4. History and Motivation  An important decision was made during the last upgrade process (Juniper T-640 routers and OC-192c) Two racks with one dedicated to measurement platform Potential for research community to collocate equipment  Created two components to the Observatory Collocation - research groups are able to collocate equipment in the Abilene router nodes Measurement - data is collected by the NOC, the Ohio ITEC, and Internet2, and made available to the research community

5. Abilene router node Power Out-of-band Eth. Switch T-640 (M-5) Power (48VDC) Measurement Machines (nms) Space! Measurement (Observatory) Rack

6. Dedicated servers at each node  Houston Router Node NMS machines PlanetLab machines

7. Collocation Research Projects  PlanetLab – Nodes installed in all Abilene Router Nodes PlanetLab is a global overlay network for developing and accessing new network services Goal is deploy 1000 nodes in a variety of networks Designed to support both short-term experiments and long-running services Larry Peterson, Princeton University is Research Lead http://www.planet-lab.org Potential new direction using MPLS L2VPNs

8. Collocation Projects  The AMP Project – Active Measurement Platform, Deployed in all Abilene Router Nodes More than 150 nodes deployed worldwide Measurements include path, round-trip-time, packet loss and on demand throughput tests Project of NLANR/MNA Tony McGregor NLANR/MNA, Waikato University is Research Lead http://amp.nlanr.net

9. Collocation Projects  The PMA Project – Passive Measurement and Analysis, Deployed at Abilene Indianapolis Router Node Analysis of header traces from over 20 sites, including OC-192 circuits in Abilene Header traces of all packets in and out of the Indianapolis Abilene router – A router clamp Joerg Micheel, NLANR/MNA, San Diego Supercomputer Center, UCSD, is research lead http://pma.nlanr.net http://pma.nlanr.net/Sites/ipls-2004/

10. Measurement Capabilities  One way latency, jitter, loss IPv4 and IPv6  Regular TCP/UDP throughput tests – ~1 Gbps IPv4 and IPv6; On-demand available (see “pipes”)  SNMP (NOC) Octets, packets, errors; collected frequently  “Netflow” (ITEC Ohio) Addresses anonymized by 0-ing the low order 11 bits  Multicast beacon with historical data  Routing data Both IGP and BGP - Measurement device participates in both Japanese research techniques on routing research were implemented

11. Databases – Date Types  Data is collected locally and stored in a distributed databases  Databases Usage Data Netflow Data Routing Data Latency Data Throughput Data Router Data Syslog Data

12. Databases - Interface  Variety of Interfaces to data Simple web based for usage data Rsync for netflow Simple web based for routing data SOAP interface for latency data SOAP interface for throughput data SOAP interface for Router data Syslog data still under development

13. Examples of Research Projects  Use of Data Collected by Abilene Network Measurement Servers Data sets: Usage, Netflow, Routing, Throughput, Latency, Syslog, Router A complete list of projects is available from http://abilene.internet2.edu/observatory http://abilene.internet2.edu/observatory Samples of previous and ongoing projects follow  Flow sampling and Anomaly Detection using Abilene flow data Wail: The Wisconsin Advanced Internet Laboratory Paul Barford, University of Wisconsin, is research lead http://wail.cs.wisc.edu

14. Examples of Research Projects  Spatio-Temporal Network Analysis Boston University, Department of Computer Science and Department of Mathematics and Statistics Mark Crovella and Eric Kolaczyk, Boston University are research leads  Assessing the Presence and Incidence of Alpha Flows in Backbone Networks Network Research Lab at Case Western Reserve Vincenzo Liberatore, Case Western Reserve University is research lead http://vorlon.cwru.edu/~vxr11/netlab/

15. Examples of Research Projects  Modular Strategies for Internetwork Monitoring University of Michigan, University of Wisconsin, Boston University Mark Hero, University of Michigan, research lead http://www.eecs.umich.edu/~msim/  Algorithms for Network Capacity Planning and Optimal Routing Based on Time-Varying Traffic Matrices Columbia University Vishal Misra, Abhinav Kamra, Columbia University, research leads

16. Examples of Research Projects  Reconfiguration of the logical topology in WDM networks using simulation-based Markov Decision Processes University of Maryland Mark Shayman, University of Maryland, research lead  Distributive Collaborative Data Streaming for Monitoring High-Speed Networks Georgia Tech University Jun (Jim) Xu, Georgia Tech research lead http://www.cc.gatech.edu/~jx/

17. Special Projects  Sizing Router Buffers A project to experiment with the size of buffers on several routers on the Abilene network The buffers are reduced using configuration commands and the effect on traffic queues is examined Nick McKeown is research lead http://yuba.stanford.edu/~appenz/pubs/sigcomm- extended.pdf and http://yuba.stanford.edu/~appenz/pubs/SIGCOMM 04.ppthttp://yuba.stanford.edu/~appenz/pubs/sigcomm- extended.pdf http://yuba.stanford.edu/~appenz/pubs/SIGCOMM 04.ppt

18. Support for Research Proposals  The 100x100 project Understanding the requirements to bring 100 mbps connectivity to 100 million locations Understand the technical, economic, and sociological aspects of the problem Project driven by the network research community Hui Zhang is research lead, with many researchers participating in the project http://100x100network.org Internet2 plays a supportive role only, potentially providing a MPLS tunnel across Abilene (or the equivalent on other infrastructure)

19. Support for Research Proposals  The Network Facilities Project One year NSF Grant to determine and understand the needs of the network research community Determine what existing infrastructure can be used by researchers Determine what additional facilities would support research Rick Summerhill, Matt Zekauskas, and Jorg Liebeherr are project leads Recently awarded

20. Support for Research Proposals  Distributed Security Data Project Two year grant from DHS To create a distributed database of network attributes related to network security Participants from University of Michigan, University of Wisconsin, University of Washington, and Internet2 Abilene Observatory data to be included in available datasets

21. Support for Research Proposals  UltraLight: An Ultrascale Information System for Data Intensive Research Grant from the NSF to investigate network requirements for the CERN Large Hadron Collider Goal is to study new and innovative ways to support large data transfers over long distances Project driven by the high energy nuclear physics community Will use Abilene and HOPI facilities, along with many others http://ultralight.caltech.edu/

22. Future Directions  Abilene Observatory Research input on large, correlated, distributed databases? The types of data researchers would like available - for example, a traffic matrix between routers? Future research collocation projects?  Including other networks GigaPoPs Campus International  Future infrastructures? Observatory like activities will be a requirement for other projects like MAN LAN and HOPI, and for the next generation network

23. Issues  Some research projects need more detailed data - for example, netflow data that is not anonymized Important projects to understand how the network works and to set future directions How does this affect privacy  Tension between ability to do valid research and maintaining privacy requirements  Should we provide more detailed data via special arrangements with universities?

24. URLs  http://abilene.internet2.edu/observatory Pointers to all measurements/sites/projects  http://www.abilene.iu.edu/ NOC home page. Weathermap, Proxy, SNMP measurements  http://netflow.internet2.edu/weekly/ Summarized flow data  http://www.itec.oar.net/abilene-netflow/ “Raw” – matricies; (Anon) feeds available on request