Linked Open Data Publication Strategies: Application in Networking Performance Measurement Data

Most of the data published on the web is unstructured or does not follow a standard. This makes it harder to retrieve and interchange information between different data sources. This work uses Linked Open Data (LOD) technologies and applies them in a scenario that deals with a large amount of computer network measurement data. The goal is to make the data more structured, hence easier to be retrieved, analyzed, and more interoperable. We discuss the challenges of processing large amount of data to: transform it into a standard format (RDF); link it to other data sources; and analyze and visualize the transformed data. Moreover, an ontology that aims to minimize the number of triples is proposed and a discussion of how ontologies may impact performance is presented. In addition, both the advantages of having the data in RDF format and the obstacles that the LOD community still faces are analyzed within the use cases on the scenario of the project.

[1]  Faye H. Clark,et al.  A Controlled Vocabulary? , 1955 .

[2]  Ramez Elmasri,et al.  Fundamentals of Database Systems , 1989 .

[3]  Thomas R. Gruber,et al.  A translation approach to portable ontology specifications , 1993 .

[4]  Les Cottrell,et al.  The PingER project: active Internet performance monitoring for the HENP community , 2000, IEEE Commun. Mag..

[5]  Ralph Kimball,et al.  The Data Warehouse ETL Toolkit: Practical Techniques for Extracting, Cleaning, Conforming, and Delivering Data , 2004 .

[6]  L. Stein,et al.  OWL Web Ontology Language - Reference , 2004 .

[7]  Vladan Devedzic,et al.  The Tao of Modeling Spaces , 2006, J. Object Technol..

[8]  Wendy Hall,et al.  The Semantic Web Revisited , 2006, IEEE Intelligent Systems.

[9]  Nigel Shadbolt,et al.  Resource Description Framework (RDF) , 2009 .

[10]  David Siegel Pull: The Power of the Semantic Web to Transform your Business , 2009 .

[11]  C. Michael Sperberg-McQueen,et al.  World Wide Web Consortium , 2009, Encyclopedia of Database Systems.

[12]  E. Prud hommeaux,et al.  SPARQL query language for RDF , 2011 .

[13]  Tom Heath,et al.  Linked Data: Evolving the Web into a Global Data Space , 2011, Linked Data.

[14]  Hiroyuki Kitagawa,et al.  An ETL Framework for Online Analytical Processing of Linked Open Data , 2013, WAIM.

[15]  Measurement Ontology for Ip Traffic (moi); Requirements for Ip Traffic Measurement Ontologies Development Group Specification Intellectual Property Rights , .