An Approach for Dynamic Scheduling of Data Analysis Algorithms
文献类型：会议论文
| 作者 | Gui J(桂珺)1,2,3,4,5 ; Zheng ZY(郑泽宇)2,3,4; Gao Y(高原)2,3,4; Qin ZB(秦兆伯)1
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| 出版日期 | 2019 |
| 会议日期 | March 15-18, 2019 |
| 会议地点 | Suzhou, China |
| 关键词 | data analysis Scheduling Strategy Monitoring algorithm |
| 页码 | 53-57 |
| 英文摘要 | Dynamic scheduling of a set of algorithms is a key problem for data analysis platform. In this paper, we propose an approach to efficiently execute and monitor algorithms. Our approach classifies all algorithms into timing tasks, realtime tasks C and equal interval times tasks and configures them separately. An intelligent strategy performs configuration checking for algorithms before scheduling them dynamically. The execution of each algorithm is monitored and controlled according to configuration and feedbacked operating information. Based on this approach, we develop an intelligent data analysis platform with more than 100 algorithms. By stable running for months, our approach is proved to be accurate and effective, and can be applied in many platforms. |
| 产权排序 | 1 |
| 会议录 | 2019 4th IEEE International Conference on Big Data Analytics, ICBDA 2019
 |
| 会议录出版者 | IEEE |
| 会议录出版地 | New York |
| 语种 | 英语 |
| ISBN号 | 978-1-7281-1282-4 |
| WOS记录号 | WOS:000469958800010 |
| 源URL | [http://ir.sia.cn/handle/173321/24684]  |
| 专题 | 沈阳自动化研究所_数字工厂研究室 |
| 通讯作者 | Gui J(桂珺) |
| 作者单位 | 1.School of Information Science and Engineering, Shenyang University of Technology, Shenyang 110870, China 2.Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang 110016, China 3.Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China 4.Key Laboratory of Network Control System, Chinese Academy of Sciences, Shenyang 110016, China 5.University of Chinese Academy of Sciences, Beijing 100049, China |
| 推荐引用方式 GB/T 7714 | Gui J,Zheng ZY,Gao Y,et al. An Approach for Dynamic Scheduling of Data Analysis Algorithms[C]. 见:. Suzhou, China. March 15-18, 2019. |
入库方式： OAI收割
来源：沈阳自动化研究所
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