A novel self-similarity (S2) traffic filter to enhance the success of e-business

Authors:
Wilfred W. K. Lin;Allan K. Y. Wong;Tharam S. Dillon;Wong Hok Leung
Affiliations:
Department of Computing, Hong Kong Polytechnic University, Hong Kong, SAR;Department of Computing, Hong Kong Polytechnic University, Hong Kong, SAR;Faculty of Information Technology, University of Technology, Sydney, Australia;Department of Computing, Hong Kong Polytechnic University, Hong Kong, SAR
Venue:
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
Year:
2006

Citing 10
Cited 0

Wide area traffic: the failure of Poisson modeling

IEEE/ACM Transactions on Networking (TON)
Frameworks for component-based client/server computing

ACM Computing Surveys (CSUR)
Connection-level analysis and modeling of network traffic

IMW '01 Proceedings of the 1st ACM SIGCOMM Workshop on Internet Measurement
On the origin of power laws in Internet topologies

ACM SIGCOMM Computer Communication Review
Project Aura: Toward Distraction-Free Pervasive Computing

IEEE Pervasive Computing
Genetic algorithm and PID Control together for dynamic anticipative marginal buffer management: an effective approach to enhance dependability and performance for distributed mobile object-based real-time computing over the internet

Journal of Parallel and Distributed Computing - Problems in parallel and distributed computing: Solutions based on evolutionary paradigms
A Fault-Tolerant Data Communication Setup to Improve Reliability and Performance for Internet Based Distributed Applications

PRDC '99 Proceedings of the 1999 Pacific Rim International Symposium on Dependable Computing
A Novel R^2-FLC Dynamic Buffer Size Tuner to Support Time-Critical Applications over the Internet by Improving Logical Channel Fault Tolerance to Shorten Roundtrip Time

PRDC '05 Proceedings of the 11th Pacific Rim International Symposium on Dependable Computing
A novel fuzzy-PID dynamic buffer tuning model to eliminate overflow and shorten the end-to-end roundtrip time for TCP channels

ISPA'04 Proceedings of the Second international conference on Parallel and Distributed Processing and Applications
Application of soft computing techniques to adaptive user buffer overflow control on the Internet

IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews

Quantified Score

Hi-index	0.00

Visualization

Abstract

The novel self-similarity (S2) filter is proposed to identify self-similar Internet traffic patterns on the fly. The previous real-time traffic pattern detector (RTPD) does not have this identification capability. The "RTPD +S2" combination is the enhanced RTPD or ERTPD. Since the longest ERPD execution time with is only 1455 clock cycles, it is still highly suitable for real-time applications. For example, it can be incorporated as part of a dynamic buffer tuner so that the latter can use the detected traffic pattern to fine-tune the control process. In this way S2 contributes to enhance the success of e-business by shortening the client/server service roundtrip time more effectively. This is achieved because it supports more accurate dynamic buffer tuning.