Jaccard Coefficients based Clustering of XML Web Messages for Network Traffic Aggregation

This paper provides static efficient clustering model based simple Jaccard coefficients that supports XML messages aggregator in order to potentially reduce network traffic. The proposed model works by grouping only highly similar messages with the aim to provide messages with high redundancy for web aggregators. Web messages aggregation has become a significant solution to overcome network bottlenecks and congestions by efficiently reducing network volume by aggregating messages together removing their redundant information. The proposed model performance is compared to both K-Means and Principle Component Analysis (PCA) combined with K-Means. Jaccard based clustering model has shown potential performance as it only consumes around %32 and %25 processing time in comparison with K-Means and PCA combined with K-Means respectively. Quality measure (Aggregator Compression Ratio) has overcome both benchmark models

Enterprise Interoperability

Many interoperable frameworks have been suggested, developed, and implemented in the past. Most of them are based on XML, web services, and semantic web technologies. In the meantime, globalization and the further development of internet and web have raised new challenges and opportunities. New form of networked organizations, known as virtual enterprises, seeks for knowledge sharing around common goals. The rise of the social and ubiquitous world, where everything is going to be connected, gives a lot of technical opportunities for electronic business, but at the same time makes new barriers due to increasing heterogeneity issues. This chapter gives an overview of main challenges, obstacles, approaches, recent research efforts, and forecasts in order to overcome recent interoperability problems.

Enterprise Interoperability

Many interoperable frameworks have been suggested, developed and implemented in the past. Most of them are based on XML, Web services and Semantic Web technologies. In the meantime, globalization, and the further development of Internet and Web have raised new challenges and opportunities. New form of networked organizations, known as virtual enterprises, seeks for knowledge sharing around common goals. The raise of social and ubiquitous world, where everything is going to be connected gives a lot of technical opportunities for electronic business, but at same time makes new barriers due to increasing heterogeneity issues. This article gives an overview of main challenges, obstacles, approaches, recent research efforts, and forecasts in order to overcome recent interoperability problems.