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A variety of research projects have been conducted in the research group, from wireless networking, cloud computing, to Internet of Things. Recently, the major research projects have focused on the following topics:

• Service management and Load Balancing for Edge-Cloud Federation

The advance of technologies has created many new applications, such as mobile computing and the Internet of Things (IoT), which also generate the requirements for faster computing speed and reduced response time. However, most mobile or IoT devices equip only limited computing capability and cannot provide adequate response time for many applications. Offloading the jobs to cloud servers and acquiring results with the assistance of cloud computing provides a solution for high-speed computing requirements. Nevertheless, cloud servers are usually far from the users and may increase communication time. Deploying edge servers that are closer to the users provides a potential way to resolve the problem of high communication latency for job offloading. The deployment of edge servers and job allocation for the edge servers can dramatically reduce computation latency and improve user experiences. This project investigates the problem of edge server placement and load balancing for task offloading in edge computing networks.



• Real-time Earthquake Monitoring Based on Artificial Intelligence Technologies
  Earthquakes occur frequently in Taiwan since it is located at the junction of the Eurasian plate. In the past, many large-scale earthquakes have caused serious disasters. An effective way to reduce losses caused by earthquakes is to provide early warns. This project investigates the problem of detecting and locating earthquakes at the early stage of events and uses artificial intelligence technologies to predict the maximum ground shaking at a target area. The developed schemes are envisioned to further reduce the earthquake warning time.

實驗室成員

碩士班

• 楊羽月
• 郭明樹
• 陳忠岳
• 厲威槿
• 姜美瑜
• 楊子毅
• 胡容華
• 吳祐甄
• 李世璽
• 李庚穎
• 黃祥庭
• 陳宜萱

歷屆畢業生

2021

• 黃品淳

碩士論文 邊緣計算網絡的負載感知系統之設施管理




• 江又靖

碩士論文 基於神經網絡的地面運動預測方法應用於現地型地震預警




• 鄭詠儒

碩士論文 軟體定義網路中基於中國剩餘定理轉發架構下單鏈路故障快速恢復系統




• 林伯軒

碩士論文 在雲-邊緣-霧聯合系統中比較一跳與兩跳卸載




• 陳彥勳

碩士論文 基於深度卷積神經網絡的地震波到時標記方法




• 林仲鎧

碩士論文 邊緣運算網路中基於延遲感知之邊緣伺服器部署以平衡工作成本