期刊文献+
共找到3篇文章
< 1 >
每页显示 20 50 100
面向模型预分层的边缘终端多AI任务调度策略 被引量:1
1
作者 梁荣欣 陈庆奎 《小型微型计算机系统》 CSCD 北大核心 2022年第6期1154-1161,共8页
边缘AI的兴起促进了AI在边缘计算场景中的广泛应用.随着AI任务的多样化、终端设备性能的不断提升,实际应用中亟须设计一种新的模型实现单个终端设备上的多AI任务并行调度.然而目前的研究更关注单个AI任务在单个终端设备上的计算效率,因... 边缘AI的兴起促进了AI在边缘计算场景中的广泛应用.随着AI任务的多样化、终端设备性能的不断提升,实际应用中亟须设计一种新的模型实现单个终端设备上的多AI任务并行调度.然而目前的研究更关注单个AI任务在单个终端设备上的计算效率,因此本文提出一种基于模型预分层的多AI任务调度策略,以优化多AI任务在终端设备上的计算效率.首先,对多个AI任务进行模型预分层,并记录每种预分层的计算量和参数量;其次,在终端设备上建立资源监控模型,实时检测可用资源情况;最后,结合时间周期要求和实时可用资源的约束,以对边缘终端的计算资源需求最大为目标,从多个AI任务的多个预分层模型集合中选取一组由多个AI任务不同预分层组成的最优解,动态地调整每个AI任务在终端设备上的模型计算层数,在避免固定式模型分层的弊端的同时,充分利用终端设备的计算资源.实验结果显示,本文策略能够有效提高多AI任务的计算效率,计算资源利用率可达到96.97%,调度分配成功率可达到96.45%,数据传输量减小率可达到97.22%. 展开更多
关键词 模型预分层 终端设备 边缘AI 多AI任务调度
下载PDF
Loose-stratification model in separation process for vanadium pre-concentration from stone coal 被引量:3
2
作者 赵云良 张一敏 +4 位作者 包申旭 刘涛 边颖 蒋谋锋 刘翔 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2014年第2期528-535,共8页
A technology of one-stage roughing and one-stage scavenging vanadium pre-concentration with shaking table was investigated for improving vanadium grade and decreasing acid consumption minerals content based on the qua... A technology of one-stage roughing and one-stage scavenging vanadium pre-concentration with shaking table was investigated for improving vanadium grade and decreasing acid consumption minerals content based on the quantitative evaluation of minerals by scanning electronic microscopy (QEMSCAN). In order to visually illustrate how the vanadium-bearing minerals were separated from system, a loose-stratification model was established with Bagnold shear loose theory and Kelly stratification hypothesis. Through the model, it was inferred that fine fraction and coarse fraction of vanadium-bearing muscovite particles easily became the concentrate in roughing and scavenging stages, respectively. The type of the dominant effect on the loose-stratification was confirmed. In the roughing stage, gravity sedimentation played a leading role in the loose-stratification process. However, in the scavenging stage, shearing dispersion pressure caused by asymmetric motion of table deck took an important part in the loose-stratification process. Finally, the correction of the loose-stratification model was validated by the practical experiment. 展开更多
关键词 loose-stratification model PRE-CONCENTRATION stone coal separation process
下载PDF
Matter-elements model and application for prediction of ccoal and gas outburst 被引量:1
3
作者 PENG Shou-jian XU Jiang TAO Yun-qi CHENG Ming-jun 《Journal of Coal Science & Engineering(China)》 2009年第3期273-277,共5页
The theory and method of extenics were applied to establish classical field matterelements and segment field matter elements for coal and gas outburst.A matter-element model for prediction was established based on fiv... The theory and method of extenics were applied to establish classical field matterelements and segment field matter elements for coal and gas outburst.A matter-element model for prediction was established based on five matter-elements,which includedgas pressure,types of coal damage,coal rigidity,initial speed of methane diffusionand in-situ stress.Each index weight was given fairly and quickly through the improvedanalytic hierarchy process,which need not carry on consistency checks,so accuracy ofassessment can be improved. 展开更多
关键词 mining engineering coal and gas outburst PREDICTION matter-elements model relational degree
下载PDF
上一页 1 下一页 到第
使用帮助 返回顶部