| Presentation | 2011-08-01 A Routing Method with Short and Long-Term Traffic Prediction Using Particle Filter Naohiro WAKABAYASHI, Yusuke HIROTA, Hideki TODE, Koso MURAKAMI, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In optical WDM networks, large capacity data are transmitted with high speed. The network traffic has large and rapid changes per unit of time. In addition, the temporal or spatial locality of network traffic between each node becomes high. Therefore, a method that accurately estimates the state of the present traffic and predicts the state of future traffic becomes more important. In this paper, we propose a traffic prediction method that can deal with large changes in traffic in optical WDM networks, and a routing method by using this prediction method. The proposed prediction method is classified into two categories: "short-term traffic state estimation" and "long-term traffic trend prediction". Traffic is predicted by using these methods cooperatively and complementary. The proposed routing method sets light paths considering the prediction information and the holding time of connections. We evaluate the performance of the proposed method by computer simulations. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Wavelength division multiplexing / Routing / Traffic prediction / Particle filter |
| Paper # | PN2011-12 |
| Date of Issue |
| Conference Information | |
| Committee | PN |
|---|---|
| Conference Date | 2011/7/25(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Photonic Network (PN) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Routing Method with Short and Long-Term Traffic Prediction Using Particle Filter |
| Sub Title (in English) | |
| Keyword(1) | Wavelength division multiplexing |
| Keyword(2) | Routing |
| Keyword(3) | Traffic prediction |
| Keyword(4) | Particle filter |
| 1st Author's Name | Naohiro WAKABAYASHI |
| 1st Author's Affiliation | Department of Information Networking, Graduate School of Information Science and Technology, Osaka University() |
| 2nd Author's Name | Yusuke HIROTA |
| 2nd Author's Affiliation | Department of Information Networking, Graduate School of Information Science and Technology, Osaka University |
| 3rd Author's Name | Hideki TODE |
| 3rd Author's Affiliation | Department of Computer Science and Intelligent Systems, Graduate School of Engineering, Osaka Prefecture University |
| 4th Author's Name | Koso MURAKAMI |
| 4th Author's Affiliation | Department of Information Networking, Graduate School of Information Science and Technology, Osaka University |
| Date | 2011-08-01 |
| Paper # | PN2011-12 |
| Volume (vol) | vol.111 |
| Number (no) | 171 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |