图 书 馆
MineFleet®：概述广泛采用的分布式车辆性能数据挖掘系统MineFleet®: An Overview of a Widely Adopted Distributed Vehicle Performance Data Mining System |
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| 课程网址: | http://videolectures.net/kdd2010_kargupta_mfo/ |
| 主讲教师: | Hillol Kargupta |
| 开课单位: | 马里兰大学 |
| 开课时间: | 2010-10-01 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | This paper describes the MineFleet distributed vehicle performance data mining system designed for commercial fleets. MineFleet analyzes high throughput data streams onboard the vehicle, generates the analytics, sends those to the remote server over the wide-area wireless networks and offers them to the fleet managers using stand-alone and web-based user-interface. The paper describes the overall architecture of the system, business needs, and shares experience from successful large-scale commercial deployments. MineFleet is probably one of the first commercially successful distributed data stream mining systems. This patented technology has been adopted, productized, and commercially offered by many large companies in the mobile resource management and GPS fleet tracking industry. This paper offers an overview of the system and offers a detailed analysis of what made it work. |
| 关 键 词: | 计算机科学; 数据挖掘; 数据挖掘系统 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-06-03：毛岱琦(课程编辑志愿者) |
| 阅读次数: | 54 |