Performance prediction for Grid workflow activities based on features-ranked RBF network

Accurate performance prediction of Grid workflow activities can help Grid schedulers map activities to appropriate Grid sites.This paper describes an approach based on features-ranked RBF neural network to predict the performance of Grid workflow activities.Experimental results for two kinds of real world Grid workflow activities are presented to show effectiveness of our approach.     

新时期煤炭企业矿山管理新思路浅析

结合当前国内煤炭市场形势及国家煤炭企业综改政策，对新时期煤炭企业矿山管理的安全管理和经营管理等方面提出了创新性思考和可行性建议。     

Community-Based User Domain Model Collaborative Recommendation Algorithm

Collaborative Filtering (CF) is a commonly used technique in recommendation systems. It can promote items of interest to a target user from a large selection of available items. It is divided into two broad classes: memory-based algorithms and model-based algorithms. The latter requires some time to build a model but recommends online items quickly, while the former is time-consuming but does not require pre-building time. Considering the shortcomings of the two types of algorithms, we propose a novel Community-based User domain Collaborative Recommendation Algorithm (CUCRA). The idea comes from the fact that recommendations are usually made by users with similar preferences. The first step is to build a user-user social network based on users’ preference data. The second step is to find communities with similar user preferences using a community detective algorithm. Finally, items are recommended to users by applying collaborative filtering on communities. Because we recommend items to users in communities instead of to an entire social network, the method has perfect online performance. Applying this method to a collaborative tagging system, experimental results show that the recommendation accuracy of CUCRA is relatively good, and the online time-complexity reduces to O.n/.     

Lysosomal chymotrypsin B potentiates apoptosis via cleavage of Bid

We have reported that chymotrypsin B (CtrB) is not just a digestive enzyme but is also stored in lysosomes. Herein, we demonstrated a broad distribution of CtrB and explored the involvement of CtrB in apoptosis. Exposure of RH-35 cells to H₂O₂ or palmitate induced the redistribution of lysosomal CtrB into the cytoplasm as a result of lysosomal membrane permeabilization (LMP). Suppression of CtrB significantly blocked apoptosis, while overexpression of CtrB sensitized apoptosis markedly. CtrB could cleave Bid under neutral conditions. In RH-35 cells with Bid silenced, apoptosis induced by CtrB protein was attenuated, suggesting that CtrB mediates apoptosis of RH-35 cells mainly through processing Bid. Our data also suggest that LMP occurs earlier than mitochondrial outer membrane permeabilization; Bid activation initiated by caspase-8 might be reinforced by CtrB in consequence of LMP, which causes a positive feedback loop leading to the accumulation of tBid, and results in lysosome- and mitochondrion-dependent apoptosis.     

Quantum programming: From theories to implementations

This paper surveys the new field of programming methodology and techniques for future quantum computers, including design of sequential and concurrent quantum programming languages, their semantics and implementations. Several verification methods for quantum programs and communication protocols are also reviewed. The potential applications of programming techniques and related formal methods in quantum engineering are pointed out.     

基于遗传算法SVM的基因表达谱数据分析

提出一种基于遗传算法的数据挖掘方法——TGASVM,它能够尽可能少地选出分类能力强的信息基因.实验表明与同类的算法相比,TGASVM算法无论是分类准确率,还是挑选信息基因数目都优于同类算法.     

如何更好地编制建筑工程投标报价

文章结合多年的实践经验,分析了施工企业在经营工作中如何更好地把握市场形势,顺应发展潮流,适应投标环境,发挥企业优势,建立科学、完善的投标管理体系,灵活合理运用报价策略和报价计巧,更好地做好投标报价工作,在竞争日益激烈的市场中立于不败之地。     

试论10kV配电无功补偿应用

基于无功补偿对电网的安全、优质、经济运行具有重要作用,因此,无功补偿方式的选择和补偿装置的安装、运行维护非常重要。笔者通过工程实例,对10 kV配电无功补偿进行了探讨。     

灰潮土油菜复肥的产量品质效益

速效磷钾含量中上等的灰潮上研究,施用氮磷复肥能增强油菜植株氮磷的吸收能力,促进营养物质积累,增加角果数和粒数,增产极显著;并明显提高油菜籽粒蛋白质及氨基酸含量,降低硫甙含量。在氮磷复肥基础上配合施钾肥则能显著提高产油量,降低芥酸含量。     

高温冷却柴油机的燃油喷射特性和喷雾特性

目前,为了进一步提高车用涡轮增压柴油机的功率,而又不至于增大其散热器的尺寸,有利于车辆动力舱的布置,趋向于采用高温冷却发动机的气缸和燃烧室组件的技术。在高温冷却下,发动机的冷却水温度从80～90℃提高到120℃。这样可以减少冷却水所传走的热量,达到适当控制其冷却水散热器的尺寸的目的。 本文主要研究高温冷却柴油机在整机温度和环境温度提高之后,柴油机燃料密度和可压缩性的变化对燃油喷射和雾化特性的影响。