Title :
Monitoring and Analysis of Data Packets Using Data Stream Management System
Author :
Qadeer, Mohammed A. ; Akhtar, Nadeem ; Khan, Faraz ; Haque, Faridul
Author_Institution :
Dept. of Comput. Eng., Aligarh Muslim Univ., Aligarh
Abstract :
This paper introduces monitoring network packets, which we will show differ substantially from conventional DBMS analysis. In many applications in the real world, data is not stored at a place (as in conventional DBMS) i.e. in this model, data does not take the form of persistent relations, but rather arrives in multiple, continuous, rapid, time-varying data streams. Almost all traffic analysis tasks too fall under this category as the amount of data flowing are bursts of stream. The huge amount of data that has to be managed and analyzed together with the fact that many different analysis tasks are performed over a small set of different network trace formats, motivates us to study whether data stream management systems (DSMSs) might be useful to develop network traffic analysis tools.
Keywords :
computerised monitoring; database management systems; DBMS analysis; data packet monitoring; data stream management system; different network trace formats; network traffic analysis tools; traffic analysis tasks; Computer network management; Computer networks; Computerized monitoring; Data analysis; Data engineering; Heart rate measurement; Humans; IP networks; Performance analysis; Telecommunication traffic; DBMS; DSMS; TelegraphCQ;
Conference_Titel :
Computer and Electrical Engineering, 2008. ICCEE 2008. International Conference on
Conference_Location :
Phuket
Print_ISBN :
978-0-7695-3504-3
DOI :
10.1109/ICCEE.2008.172