| Presentation | 2017-03-03 Load Balancing based on Model Predictive Control for Edge Computing Satoshi Imai, Toru Katagiri, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Edge computing has recently been attracting a lot of attention as a technology for reducing network traffic and service latency by executing service applications nearby users/devices. In the edge computing, it isimportant to connect users/devices to appropriate servers and to rapidly execute the required services according to the movement of users/devices and changes of server load situations. Therefore, in order to realize an efficient control mechanism for distributing service requests according to the changes of edge situations, we apply Model Predictive Control (MPC), which can optimize the tracking performance for system changes, to a redirection mechanism and propose a novel method for edge load balancing based on coordinated operation between multiple servers. Furthermore, we demonstrate the effectiveness of the proposed method by simulations. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Edge Computing / Load Balancing, / Redirection / Model Predictive Control (MPC) / Linear Quadratic Regulator (LQR) |
| Paper # | NS2016-200 |
| Date of Issue | 2017-02-23 (NS) |
| Conference Information | |
| Committee | NS / IN |
|---|---|
| Conference Date | 2017/3/2(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | OKINAWA ZANPAMISAKI ROYAL HOTEL |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | General |
| Chair | Hideki Tode(Osaka Pref. Univ.) / Katsunori Yamaoka(Tokyo Inst. of Tech.) |
| Vice Chair | Yoshikatsu Okazaki(NTT) / Takuji Kishida(NTT) |
| Secretary | Yoshikatsu Okazaki(Kyushu Inst. of Tech.) / Takuji Kishida(NTT) |
| Assistant | Shohei Kamamura(NTT) / Kunitake Kaneko(Keio Univ.) / Takashi Natsume(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Network Systems / Technical Committee on Information Networks |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Load Balancing based on Model Predictive Control for Edge Computing |
| Sub Title (in English) | |
| Keyword(1) | Edge Computing |
| Keyword(2) | Load Balancing, |
| Keyword(3) | Redirection |
| Keyword(4) | Model Predictive Control (MPC) |
| Keyword(5) | Linear Quadratic Regulator (LQR) |
| 1st Author's Name | Satoshi Imai |
| 1st Author's Affiliation | Fujitsu Laboratory(Fujitsu Lab.) |
| 2nd Author's Name | Toru Katagiri |
| 2nd Author's Affiliation | Fujitsu Laboratory(Fujitsu Lab.) |
| Date | 2017-03-03 |
| Paper # | NS2016-200 |
| Volume (vol) | vol.116 |
| Number (no) | NS-484 |
| Page | pp.pp.247-252(NS), |
| #Pages | 6 |
| Date of Issue | 2017-02-23 (NS) |