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动态分片在线聚集
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作者 安明远 孙秀明 孙凝晖 《计算机研究与发展》 EI CSCD 北大核心 2010年第11期1928-1935,共8页
传统的在线聚集方法为了避免执行中随机I/O导致的性能下降,假设数据本身近似随机分布于数据文件中,用顺序I/O来代替随机I/O.数据随机分布于数据文件的假设在很多实际的应用场景中是难以成立的,从而导致查询结果产生很大误差.提出了动态... 传统的在线聚集方法为了避免执行中随机I/O导致的性能下降,假设数据本身近似随机分布于数据文件中,用顺序I/O来代替随机I/O.数据随机分布于数据文件的假设在很多实际的应用场景中是难以成立的,从而导致查询结果产生很大误差.提出了动态数据分片在线聚集算法DDPOA(dynamicdata-partitioned online aggregation),将整个数据集分片,对各个子数据集独立计算,线性组合子集结果进而得到全集最终结果,一方面降低了在线聚集对整体数据集随机分布的要求,提高了准确性,另一方面动态调整分片数量以改善I/O性能,缩短完成时间.真实系统负载上的实验表明:DDPOA与传统在线聚集相比,在完成时间相差不大的情况下准确性有了大幅提高. 展开更多
关键词 数据库 近似查询 在线聚集 采样 动态分片
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基于动态混合分片机制的云存储系统I/O性能优化算法 被引量:1
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作者 马玮骏 阮鲲 +1 位作者 冯径 沈晔 《北京工业大学学报》 CAS CSCD 北大核心 2013年第5期707-712,共6页
为了解决云存储系统中存储I/O性能优化的问题,从数据分布的角度进行研究,建立了存储分片性能模型,并以此为基础给出了以I/O性能最优为目标的分片决策算法以及最优分片数的计算方法,提出了基于动态混合分片机制的数据分布算法(DADH).DHA... 为了解决云存储系统中存储I/O性能优化的问题,从数据分布的角度进行研究,建立了存储分片性能模型,并以此为基础给出了以I/O性能最优为目标的分片决策算法以及最优分片数的计算方法,提出了基于动态混合分片机制的数据分布算法(DADH).DHAH能充分考虑各存储节点和客户机的实际性能,动态地进行文件分片决策和最优分片数的计算,并且能根据存储节点的实际性能优化数据分布.实验结果表明:DADH较传统数据分布算法具有最优的I/O性能,并且算法性能提升效果在各种带宽下平均达到18%~44%. 展开更多
关键词 云存储 数据分布 动态混合分片 I O性能
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遗传算法在汇编语言程序分片中的应用
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作者 林笠 陈荣 黄巍 《计算机应用研究》 CSCD 北大核心 2004年第1期131-133,共3页
程序分片在程序设计、并行、诊断与测试等方面均有广泛的应用,介绍了一种用遗传算法计算最 小动态分片的算法。将整个程序看成是一个染色体,而每条语句看成为基因,通过现有遗传算法的操作: 选择、变异、交叉等,就可以计算出动态分片,并... 程序分片在程序设计、并行、诊断与测试等方面均有广泛的应用,介绍了一种用遗传算法计算最 小动态分片的算法。将整个程序看成是一个染色体,而每条语句看成为基因,通过现有遗传算法的操作: 选择、变异、交叉等,就可以计算出动态分片,并给出了一个诊断汇编语言的实例。 展开更多
关键词 程序分片 遗传算法 动态分片 汇编程序
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基于分片的轻量级数据融合隐私保护算法 被引量:2
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作者 王军 徐彦惠 李莉 《计算机工程与设计》 北大核心 2022年第5期1207-1213,共7页
针对现有的无线传感器网络隐私保护数据融合算法普遍存在通信量大、计算量大的问题,在原有算法CPDA的基础上,提出一种轻量级数据融合隐私保护算法(L-CPDA)。引入基于数据扰动的动态分片的思想,对节点进行数据扰动,将经过扰动后的数据根... 针对现有的无线传感器网络隐私保护数据融合算法普遍存在通信量大、计算量大的问题,在原有算法CPDA的基础上,提出一种轻量级数据融合隐私保护算法(L-CPDA)。引入基于数据扰动的动态分片的思想,对节点进行数据扰动,将经过扰动后的数据根据簇的规模调整节点的分片数量,针对网络中存在的孤立节点的问题,提出将孤立节点归入到一个集合中,并对集合中的节点进行数据扰动的思想。理论分析和实验结果表明,与CPDA算法相比,L-CPDA在保护隐私的前提下,在计算量与通信量方面都有较大提升。 展开更多
关键词 无线传感器网络 动态分片 数据融合 轻量级 隐私保护
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决策树的并行训练策略 被引量:1
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作者 刘欣阳 王国仁 +1 位作者 乔百友 韩东红 《计算机科学》 CSCD 北大核心 2004年第8期129-130,135,共3页
随着生物科学技术的发展,其数据量的增长也非常迅速,很难在一定合理的时间内对数据进行建模和分析,因此,对并行数据挖掘算法的研究已变成解决此问题的重要途径。决策树途径已被广泛用作一种重要的分类工具,本文研究了几种决策树的并行... 随着生物科学技术的发展,其数据量的增长也非常迅速,很难在一定合理的时间内对数据进行建模和分析,因此,对并行数据挖掘算法的研究已变成解决此问题的重要途径。决策树途径已被广泛用作一种重要的分类工具,本文研究了几种决策树的并行训练策略并对它们的性能进行了比较。 展开更多
关键词 决策树 并行训练 数据挖掘 动态数据分片 人工神经元网络 统计模型
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Effect of Stem Density on Leaf Nutrient Dynamics and Nutrient Use Efficiency of Dwarf Bamboo 被引量:4
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作者 WU Fu-Zhong YANG Wan-Qin +2 位作者 WANG Kai-Yun WU Ning LU Ye-Jiang 《Pedosphere》 SCIE CAS CSCD 2009年第4期496-504,共9页
The monthly dynamics of nitrogen (N) and phosphorus (P) concentrations and stocks in leaves, resorption efficiency, and resorption proficiency as well as leaf-level use efficiency, nutrient productivity, and mean ... The monthly dynamics of nitrogen (N) and phosphorus (P) concentrations and stocks in leaves, resorption efficiency, and resorption proficiency as well as leaf-level use efficiency, nutrient productivity, and mean residence time were studied to understand the effect of stem density of dwarf bamboo (Fargesia denudata Yi) on leaf-level N and P use efficiency in three dwarf bamboo stands with different stem densities under bamboo-fir (Picea puvpurea Mast.) forest over one growing period in the Wanglang National Nature Reserve, Sichuan, China. Dwarf bamboo density had little effect on the dynamics pattern of both N and P concentrations, stocks, resorption efficiency, and resorption proficiency, but strongly affected their absolute values and leaf-level use efficiency. Higher density stands stored more nutrients but had lower concentrations. There was a clear difference in the resorption of limiting nutrient (N) and non-limiting nutrient (P) among the stands. Phosphorus resorption efficiency, N resorption proficiency, and P resorption proficiency increased with increase of stem density, but no significant variation of N resorption efficiency was found among the stands. Moreover, the higher density stands used both N and P more efficiently with higher N productivity and higher P mean residence time, respectively. Higher P productivity was found in the lower density stands, but there was no clear variation in the N mean residence time among stands. These suggested that the higher density stands may have more efficient strategies for utilizing nutrients, especially those which are limiting . 展开更多
关键词 mean residence time nutrient productivity nutrient resorption
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Theoretical analysis of thermoviscoelastic contact between friction lining and wire rope in mine friction hoists 被引量:2
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作者 PENG Yu-xing ZHU Zhen-cai CHEN Guo-an 《Mining Science and Technology》 EI CAS 2009年第4期518-521,共4页
Serious accidents of mine hoists caused by high-speed sliding between friction lining and wire rope are often seen in coal mines.In order to solve this problem,we analyzed the contact characteristics between friction ... Serious accidents of mine hoists caused by high-speed sliding between friction lining and wire rope are often seen in coal mines.In order to solve this problem,we analyzed the contact characteristics between friction lining and wire rope.Then we carried out a dynamic mechanical analysis(DMA) to explain the change in mechanical properties of the friction lining as function of temperature and load frequency and found that temperature has a stronger effect on the mechanical properties than the frequency.We used multiple regression analysis to obtain the thermoviscoelastic constitutive relations of the friction lining.As well we derived the analytic solution for the thermoviscoelastic contact radius and pressure by combining the theory of viscoelastic contact mechanics with thermoviscoelastic constitutive relations. 展开更多
关键词 contact mechanics THERMOVISCOELASTICITY friction lining dynamic mechanical analysis mine hoist
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Dynamic Characteristics Analysis of the Offshore Wind Turbine Blades 被引量:2
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作者 李静 陈健云 陈小波 《Journal of Marine Science and Application》 2011年第1期82-87,共6页
The topic of offshore wind energy is attracting more and more attention as the energy crisis heightens.The blades are the key components of offshore wind turbines,and their dynamic characteristics directly determine t... The topic of offshore wind energy is attracting more and more attention as the energy crisis heightens.The blades are the key components of offshore wind turbines,and their dynamic characteristics directly determine the effectiveness of offshore wind turbines.With different rotating speeds and blade length,the rotating blades generate various centrifugal stiffening effects.To directly analyze the centrifugal stiffening effect of blades,the Rayleigh energy method (REM) was used to derive the natural frequency equation of the blade,including the centrifugal stiffening effect and the axial force calculation formula.The axial force planes and the first to third order natural frequency planes which vary with the rotating speed and length were calculated in three-dimensional coordinates.The centrifugal stiffening coefficient was introduced to quantitatively study the relationship between the centrifugal stiffening degree and the rotating speed,and then the fundamental frequency correction formula was built based on the rotating speed and the blade length.The analysis results show that the calculation results of the fundamental frequency correction formula agree with the theoretical calculation results.The error of calculation results between them is less than 0.5%. 展开更多
关键词 centrifugal stiffening effect blade dynamic characteristic stiffening coefficient natural frequency offshore wind turbine
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