Optimized Relinearization Algorithm of the Multikey Homomorphic Encryption Scheme

Multikey homomorphic encryption(MKHE) supports arbitrary homomorphic evaluation on the ciphertext of different users and thus can be applied to scenarios involving multiusers(e.g., cloud computing and artificial intelligence) to protect user privacy. CDKS19 is the current most efficient MKHE scheme, and its relinearization process consumes most of the time of homomorphic evaluation. In this study, an optimized relinearization algorithm of CDKS19 is proposed. This algorithm reorganizes the evalua...     

A novel process for comprehensive utilization of vanadium slag

Traditional processes for treating vanadium slag generate a huge volume of solid residue and a large amount of harmful gas, which cause serious environmental problems. In this study, a new process for the comprehensive utilization of vanadium slag was proposed, wherein zeolite A and a V₂O₅/TiO₂ system were synthesized. The structural properties of the as-synthesized zeolite A and the V₂O₅/TiO₂ system were characterized using various experimental techniques, including X-ray diffraction, X-ray fluorescence, scanning electron microscopy, and infrared spectroscopy. The results reveal that zeolite A and the V₂O₅/TiO₂ system are successfully obtained with high purity. The results of gas adsorption measurements indicate that the prepared zeolite A exhibits high selectivity for CO₂ over N₂ and is a candidate material for CO₂ capture from flue-gas streams.     

Taiga: Performance Optimization of the C4.5 Decision Tree Construction Algorithm

Classification is an important machine learning problem, and decision tree construction algorithms are an important class of solutions to this problem. Rain Forest is a scalable way to implement decision tree construction algorithms. It consists of several algorithms, of which the best one is a hybrid between a traditional recursive implementation and an iterative implementation which uses more memory but involves less write operations. We propose an optimized algorithm inspired by Rain Forest. By using a more sophisticated switching criterion between the two algorithms, we are able to get a performance gain even when all statistical information fits in memory. Evaluations show that our method can achieve a performance boost of 2.8 times in average than the traditional recursive implementation.     

随机变量列一类加权乘积和的强收敛性

讨论了任意r.v.列，两两NOD列和NA列的加权乘积和强收敛性，揭示了正则化因子，矩条件，权函数及r.v.列相关性之间的关系。     

Improved spectrum sharing algorithm based on feedback control information in cognitive radio networks

In order to avoid the system performance deterioration caused by the wireless fading channel and imperfect channel estimation in cognitive radio networks, the spectrum sharing problem with the consideration of feedback control information from the primary user is analyzed. An improved spectrum sharing algorithm based on the combination of the feedback control information and the optimization algorithm is proposed. The relaxation method is used to achieve the approximate spectrum sharing model, and the spectrum sharing strategy that satisfies the individual outage probability constraints can be obtained iteratively with the observed outage probability. Simulation results show that the proposed spectrum sharing algorithm can achieve the spectrum sharing strategy that satisfies the outage probability constraints and reduce the average outage probability without causing maximum transmission rate reduction of the secondary user.     

Improved area-difference-based recovery information placement

<正> In mobile computing systems,message logging can be used to provide fault tolerance for mobilehosts.Due to the mobility of mobile hosts,their recovery information,including logged messages andcheckpoints,may spread throughout mobile support stations.During recovery,there will be a considerablecost for the collection of recovery information.To speed up recovery and to reduce the failure-freeoverhead,an improved area-difference-based scheme is proposed.It tries to keep recovery informationevenly spreading over an area.Only part of recovery information needs to be migrated for controlling thedistribution of recovery information.To reduce the migration cost,a light-weight migration is also proposed.In the performance study,we give an analysis of the probability that the light-weight migrationtakes place.     

企业并购中的融资风险及防范

在当代并购已成为经济全球化下企业超速成长的一种趋势,但从并购的特征和并购的具体事例来看,并购的整个过程又是一项高风险的资本经营活动。并购的每个流程都始终贯穿着资金的流动。分析我国企业并购中的融资风险,并根据我国的实际情况从融资规模、融资方式及融资结构等方面提出防范融资风险的具体措施。     

氨酯键和脲键对嵌段聚氨酯和嵌段聚脲性质影响的研究

用溶液聚合法合成了四种聚氨酯、聚脲模型化合物.并用凝胶渗透色谱,应力—应变,广角X射线衍射等手段检验了在相界面或在硬段微区,不同键对聚合物分子量、力学性质和聚合物形态的影响.     

Construction of a genetic map and localization of QTLs for yield traits in tomato by SSR markers

Using an F2 population derived from the hybrid of Lycopersicon esculentum Mill. ‘XF 98-7’× Lycopersicon pimpinellifolium LA2184, a SSR genetic linkage map of tomato is constructed. The map contains 112 markers and spans 808.4 cM with an average distance of 7.22 cM between loci. Two quantitative trait loci (QTLs) for first flower node on chromosomes 5 and 11, two QTLs for number of flowers per truss on chromosomes 2 and 5, and five QTLs for fruit weight on chromosomes 1, 2, 3, 9 and 12 are identified.     

Cloning, prokaryotic expression,purification and sequence analysis of 20S proteasome subunit gene from T.harzianum

The gene encoding the 20S proteasome subunit（PR29） was cloned from cDNA library of Trichoderma harzianum and expressed in Escherichia coli BL21 （D3） using a pET-28a expression system. The molecular weight of the protein was found to be approximately 29 kDa, as estimated by SDS-PAGE on gels. The target protein was insoluble when induced at 22℃ with 0.4 mmol/L IPTG, while dissoluble if induced at 37℃ with 0.8mmoL/L IPTG. The expressed product was purified through Ni-magnetic beads His Bind. The purity of the fusion protein reached above 80%. The entire eDNA sequence consisted of 1094 bp with 173 and 135 bp in 5＇ and 3＇ untranslated regions respectively. The gene encoding 261 amino acids has no signal peptide sequence. These results could provide a basis for validating the func-tions of PR29. It also provided a preliminary indication for further study of the mechanism and function of proteasome, and more information of proteasome mechanism in T.harzianum could be obtained.