Title :
Content aware classification method
Author :
Miruta, Radu-Dinel ; Stanuica, Cosmin ; Borcoci, Eugen
Author_Institution :
Telecommun. & Inf. Technol., “Politeh.” Univ. of Bucharest, Bucharest, Romania
Abstract :
The content aware (CA) packet classification and processing at network level is a new approach leading to significant increase of delivery quality of the multimedia traffic in Internet. This paper continues a previous work on CA traffic classification. It proves that theoretical model of inserting new packet fields for content aware classification can be implemented and can work in a real time classifier. Adapting Lucent bit vector and tuple space algorithms for taking in consideration fields from the Content Awareness Transport Information (CATI) header a rule based on content information will be chosen. The processing time in different scenario with these new fields is also inspected obtaining significant information about the packet itself, and allowing, as a result, for accurate quality of service.
Keywords :
Internet; multimedia communication; pattern classification; quality of service; real-time systems; CA packet classification; CATI header; Internet; Lucent bit vector; content aware packet classification method; content awareness transport information header; multimedia traffic delivery quality; network level; quality of service; real time classifier; tuple space algorithms; Classification algorithms; Context; Data mining; Internet; Media; Multimedia communication; Support vector machine classification; Future Internet; classification algorithms; content aware classification; multimedia distribution;
Conference_Titel :
Communications (COMM), 2012 9th International Conference on
Conference_Location :
Bucharest
Print_ISBN :
978-1-4577-0057-6
DOI :
10.1109/ICComm.2012.6262552
