Advanced Issues of E-Commerce and Web-Based Information Systems, International Workshop on (2002)
Newport Beach, California
June 26, 2002 to June 28, 2002
Udaykiran Vallamsetty , Advanced Micro Devices
Krishna Kant , Intel Corporation
Prasant Mohapatra , University of California at Davis
The world wide web has acheived immense popularity in the business world. It is thus essential to characterize the traffic behavior at these sites, a study that will facilitate the design and development of high-performance, reliable e-commerce servers. This paper makes an effort in this direction. Aggregated traffic arriving at a Business-to-Business (B2B) and a Business-to-Consumer (B2C) e-commerce site was collected and analyzed. High degree of self-similarity was found in the traffic (higher than that observed in general web-environment). Heavy-tailed behavior of transfer times was established at both the sites. Traditionally this behavior has been attributed to the distribution of transfer sizes, which was not the case in B2C space. This implies that the heavy-tailed transfer times are actually caused by the behavior of back-end service time. In B2B space, transfer-sizes were found to be heavy-tailed. A detailed study of the traffic and load at the back-end servers was also conducted and the inferences are included in this paper.
K. Kant, U. Vallamsetty and P. Mohapatra, "Characterization of E-Commerce Traffic," Advanced Issues of E-Commerce and Web-Based Information Systems, International Workshop on(WECWIS), Newport Beach, California, 2002, pp. 137.