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Abstract: Internet measurement data provides the foundation for the operation and planning of the networks that comprise the Internet, and is a necessary component in research for analysis, simulation, and emulation. Despite its critical role, however, the management of this data---from collection and transmission to storage and its use within applications---remains primarily ad hoc, using techniques created and re-created by each corporation or researcher that uses the data. This paper examines several... (Update)
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BibTeX entry: (Update)
@misc{ nick-challenges,
author = "David Andersen Nick",
title = "Challenges and Opportunities in Internet Data Mining",
url = "citeseer.ist.psu.edu/737962.html" }
Citations (may not include all citations):301 End-to-End Routing Behavior in the Internet - Paxson - 1997
117 Measuring ISP topologies with Rocketfuel - Spring, Mahajan et al. - 2002
117 An integrated experimental environment for distributed syste.. - White, Lepreau et al. - 2002
45 Gigascope: a stream database for network applications (context) - Cranor, Johnson et al. - 2003
30 Measuring the effects of Internet path faults on reactive ro.. - Feamster, Andersen et al. - 2003
29 Experiences with NIMI - Paxson, Adams et al. - 2000
14 Providing active measurements as a regular service for ISP's - Georgatos, Gruber et al. - 2001
11 ROOT - an object oriented data analysis framework (context) - Brun, Rademakers - 1996
10 A scalable system for sharing Internet measurement - Allman, Blanton et al. - 2004
9 Trio: A system for integrated management of data (context) - Widom - 2005
6 Strategies for sound Internet measurement (context) - Paxson - 2004
4 Experience with an Evolving Overlay Network Testbed - Andersen, Balakrishnan et al. - 2003
3 Planetlab - all pairs pings (context) - Stribling - 2005
2 Experiences with a continuous network tracing infrastructure (context) - Hussain, Bartlett et al. - 2005
2 Pads: a domain-specific language for processing ad hoc data (context) - Fisher, Gruber - 2005
2 Integrated scientific workflow management for the Emulab net.. (context) - Eide, Freire et al. - 2005
2 Provenance-aware sensor data storage - Ledlie, Ng et al. - 2005
2 Open Problems in BGP Anomaly Detection (context) - Feamster - 2004
2 The Internet measurement data catalog (context) - Shannon, Moore et al. - 2005
2 Magdalena Balazinska (context) - Balakrishnan - 2004
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