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Digital twin driven and intelligence enabled content delivery in end-edge-cloud collaborative 5G networks
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作者 bo yi Jianhui Lv +2 位作者 Xingwei Wang Lianbo Ma Min Huang 《Digital Communications and Networks》 SCIE CSCD 2024年第2期328-336,共9页
The rapid development of 5G/6G and AI enables an environment of Internet of Everything(IoE)which can support millions of connected mobile devices and applications to operate smoothly at high speed and low delay.Howeve... The rapid development of 5G/6G and AI enables an environment of Internet of Everything(IoE)which can support millions of connected mobile devices and applications to operate smoothly at high speed and low delay.However,these massive devices will lead to explosive traffic growth,which in turn cause great burden for the data transmission and content delivery.This challenge can be eased by sinking some critical content from cloud to edge.In this case,how to determine the critical content,where to sink and how to access the content correctly and efficiently become new challenges.This work focuses on establishing a highly efficient content delivery framework in the IoE environment.In particular,the IoE environment is re-constructed as an end-edge-cloud collaborative system,in which the concept of digital twin is applied to promote the collaboration.Based on the digital asset obtained by digital twin from end users,a content popularity prediction scheme is firstly proposed to decide the critical content by using the Temporal Pattern Attention(TPA)enabled Long Short-Term Memory(LSTM)model.Then,the prediction results are input for the proposed caching scheme to decide where to sink the critical content by using the Reinforce Learning(RL)technology.Finally,a collaborative routing scheme is proposed to determine the way to access the content with the objective of minimizing overhead.The experimental results indicate that the proposed schemes outperform the state-of-the-art benchmarks in terms of the caching hit rate,the average throughput,the successful content delivery rate and the average routing overhead. 展开更多
关键词 Digital twin IoE Content delivery CACHING Routing
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配合物[Ni(Me3en)(acac)]BPh4合成过程优化的基本思路与初步实施结果——第10届全国大学生化学实验邀请赛无机及分析化学实验试题合成过程优化的基本思路与初步实施结果
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作者 董志强 阮婵姿 +9 位作者 张春艳 易波 陈欣 陈烨超 吕银云 许振玲 潘蕊 翁玉华 章文伟 任艳平 《大学化学》 CAS 2023年第9期313-321,共9页
主要介绍有关配合物[Ni(Me3en)(acac)]BPh_(4)的合成过程优化的基本思路及初步实施的结果。在引导学生认识配合物[Ni(Me_(3)en)(acac)]BPh_(4)的合成原理、条件和过程的基础上,以原实验合成过程要吸干合成原料Ni(NO_(3))_(2)·6H_(... 主要介绍有关配合物[Ni(Me3en)(acac)]BPh_(4)的合成过程优化的基本思路及初步实施的结果。在引导学生认识配合物[Ni(Me_(3)en)(acac)]BPh_(4)的合成原理、条件和过程的基础上,以原实验合成过程要吸干合成原料Ni(NO_(3))_(2)·6H_(2)O固体表面的游离水为切入点,在探讨水对合成体系影响的实验过程中,结合实验原理以及合成过程和条件,提出了几条不完全相同的合成途径,并通过实验进行初步探究和验证,以培养学生的问题意识与解决问题的能力。并为这个实验面向不同层次、不同教学需求的学生的广泛开展奠定了基础。 展开更多
关键词 NI(II)配合物 合成过程优化思路 初步实施结果 溶剂体系 固相合成
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“配合物[Ni(Me_(3)en)(acac)]BPh_(4)的溶剂/热致变色行为研究”实验实施结果与讨论——第10届全国大学生化学实验邀请赛无机及分析化学实验试题部分内容实施结果与讨论
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作者 董志强 易波 +9 位作者 陈烨超 陈欣 阮婵姿 张春艳 许振玲 潘蕊 吕银云 翁玉华 章文伟 任艳平 《大学化学》 CAS 2023年第8期333-340,共8页
介绍南京大学为“第10届全国大学生化学实验邀请赛”设计的“无机及分析化学实验试题”,即“配合物[Ni(Me_(3)en)(acac)]BPh_(4)的合成及其溶剂/热致变色行为研究”实验中有关溶剂/热致变色行为研究部分实验实施过程、结果及其有关问题... 介绍南京大学为“第10届全国大学生化学实验邀请赛”设计的“无机及分析化学实验试题”,即“配合物[Ni(Me_(3)en)(acac)]BPh_(4)的合成及其溶剂/热致变色行为研究”实验中有关溶剂/热致变色行为研究部分实验实施过程、结果及其有关问题探讨内容等。以所展示的详细直观的溶剂/热致变色实验现象启发学生探讨和解释其溶剂/热致变色的原理,总结其溶剂/热致变色规律,让学生直观认识配合物的结构决定其性质的涵义,培养学生分析、判断、归纳、总结的能力以及批判性思维能力。 展开更多
关键词 Ni(Ⅱ)配合物 溶剂/热致变色及原理 问题分析与探讨
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颈部动脉夹层患者的影像学、临床特点及预后影响因素分析 被引量:7
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作者 刘西银 卜祎 +1 位作者 靳凯辉 范学文 《中风与神经疾病杂志》 CAS 2021年第7期602-605,共4页
目的结合颈部动脉夹层(CAD)患者影像学、临床特点及超声随访,综合分析患者预后的影响因素。方法收集2016年1月-2019年12月我院CAD导致缺血性卒中或短暂性脑缺血发作(TIA)患者的临床及影像学资料,3 m后超声随访血管情况,改良Rankin量表评... 目的结合颈部动脉夹层(CAD)患者影像学、临床特点及超声随访,综合分析患者预后的影响因素。方法收集2016年1月-2019年12月我院CAD导致缺血性卒中或短暂性脑缺血发作(TIA)患者的临床及影像学资料,3 m后超声随访血管情况,改良Rankin量表评分(mRS)评估预后。结果共入组CAD患者48例,其中男性33例(68.75%),女性15例(31.25%),平均年龄(48.1±9.8)岁,颈内动脉夹层(ICAD)31例(64.58%),椎动脉夹层(VAD)17例(35.41%)。首发症状以一侧肢体麻木无力多见,共34例(70.83%),头颈部疼痛5例(10.42%),头晕6例(12.5%)头颈部外伤史及可疑外伤史3例(6.25%)。颈部血管超声以壁内血肿型多见(25例,52.08%),其次为血管闭塞14例(29.17%),双腔结构、内膜瓣4例(8.33%),5例VAD(10.42%)超声未检出。经计算机断层扫描血管造影(CTA)48例:以双腔征多见21例(43.75%),血管闭塞14例(29.17%),血管串珠样狭窄13例(27.08%)。数字减影血管造影(DSA)40例:以双腔征多见(15例,37.5%),血管闭塞14例(35%),血管串珠样狭窄10例(25%)。侧支循环的评估:14例(35%)侧支循环良好,其中ICAD 10例(25%),VAD 4例(10%)。3 m后超声随访44例:血管仍闭塞9例(20.45%),管腔狭窄28例(63.64%),管腔恢复正常7例(15.91%)。预后良好31例(70.45%),预后不良13例(29.55%)。预后不良组中发病时血管闭塞、NIHSS评分高、基底节区梗死、脑干梗死、侧支循环好的比例均高于预后良好组,差异有统计学意义(P<0.05)。结论CAD预后与发病时血管闭塞、NIHSS评分、侧支循环、基底节区及脑干梗死有关,与最终血管恢复情况无关。 展开更多
关键词 颈部动脉夹层 缺血性卒中 侧支循环 CTA DSA
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阿奇霉素联合头孢唑肟抗感染对重症肺部感染患者炎症因子水平的影响 被引量:7
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作者 薄义 李国照 +2 位作者 陈元 周铃 冯伟生 《中国医药科学》 2020年第8期19-22,共4页
目的探讨阿奇霉素联合头孢唑肟抗感染在重症肺部感染患者治疗中对患者炎症因子水平的影响。方法选取2017年7月~2019年7月收治的106例重症肺部感染患者,采用随机数字表法将其分为实验组(阿奇霉素联合头孢唑肟治疗)与对照组(头孢唑肟治疗)... 目的探讨阿奇霉素联合头孢唑肟抗感染在重症肺部感染患者治疗中对患者炎症因子水平的影响。方法选取2017年7月~2019年7月收治的106例重症肺部感染患者,采用随机数字表法将其分为实验组(阿奇霉素联合头孢唑肟治疗)与对照组(头孢唑肟治疗),每组53例;比较两组治疗有效率、临床症状(咳嗽咳痰、气喘、发热及肺部啰音)消失时间,CRP、PCT、IL-6、TNF-α水平变化与用药不良反应情况。结果实验组治疗有效率高于对照组,实验组咳嗽咳痰消失、气喘消失、发热消失及肺部啰音消失时间均短于对照组,差异有统计学意义(P<0.05);两组患者治疗后的相关炎症因子水平均有降低,实验组CRP、PCT、IL-6、TNF-α水平低于对照组,差异有统计学意义(P<0.05);实验组与对照组的不良反应发生率比较,差异无统计学意义(P>0.05)。结论阿奇霉素联合头孢唑肟在重症肺部感染的治疗中能够有效控制患者体内炎症因子水平,改善临床症状,且不会引起过多的不良反应,具备一定安全性。 展开更多
关键词 阿奇霉素 头孢唑肟 抗感染 重症肺部感染 炎症因子
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Antidiabetic activity of Callicarpa nudiflora extract in type 2 diabetic rats via activation of the AMPK-ACC pathway 被引量:6
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作者 Wen-Yu Ma Le-Ping Ma +3 位作者 bo yi Min Zhang Shi-Xiu Feng Li-Ping Tian 《Asian Pacific Journal of Tropical Biomedicine》 SCIE CAS 2019年第11期456-466,共11页
Objective:To evaluate the antidiabetic effect of Callicarpa nudiflora extract in streptozotoc-ininduced diabetic rats.Methods:The chemical constituents in Callicarpa nudiflora extract were identified by UPLCQ-TOF-MS.C... Objective:To evaluate the antidiabetic effect of Callicarpa nudiflora extract in streptozotoc-ininduced diabetic rats.Methods:The chemical constituents in Callicarpa nudiflora extract were identified by UPLCQ-TOF-MS.Callicarpa nudiflora extract(0.15 and 0.3 g/kg)was orally administered to streptozotocin-induced diabetic rats for 42 d.The effects of Callicarpa nudiflora extract on body weight,blood glucose,serum insulin,total cholesterol,triglyceride,LDL-C and HDL-C were investigated,and its effect on liver and pancreatic pathology was assessed by histopathological analysis.Moreover,the expression levels of adenosine 5’-monophosphate-activated protein kinase(AMPK),glucose transporter type 4(GLUT4),phospho-AMPK/AMPK,and p-acetylcoA carboxylase(P-ACC)/ACC in the skeletal muscles and liver were determined by reverse transcription-polymerase chain reaction,Western blotting,and immunohistochemistry.Results:A total of 34 compounds,including 8 iridoids,14 phenylpropanoids,and 12 flavonoids,were identified from Callicarpa nudiflora extract.Callicarpa nudiflora extract significantly reduced blood glucose and significantly restored all other biochemical parameters to near normal levels,including serum insulin,total cholesterol,triglyceride,LDL-C,and HDL-C.Callicarpa nudiflora extract improved insulin resistance and reversed the damage in the liver and pancreas caused by diabetes.Furthermore,Callicarpa nudiflora extract increased the expression levels of phospho-AMPK,GLUT4,P-ACC,and insulin receptor substrate-1 and decreased the expression level of PPAR r in diabetic rats.Conclusions:Callicarpa nudiflora extract improved oral glucose tolerance,lipid metabolism,insulin resistance,and reversed the diabetes-related damage in the liver and pancreas by activating the AMPK-ACC pathway. 展开更多
关键词 CALLICARPA nudiflora EXTRACT Diabetes MELLITUS Insulin resistance AMPK-ACC GLUT4
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A novel SiC high-k superjunction power MOSFET integrated Schottky barrier diode with improved forward and reverse performance
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作者 Moufu Kong Zewei Hu +3 位作者 Ronghe Yan bo yi Bingke Zhang Hongqiang Yang 《Journal of Semiconductors》 EI CAS CSCD 2023年第5期53-61,共9页
A new SiC superjunction power MOSFET device using high-k insulator and p-type pillar with an integrated Schottky barrier diode(Hk-SJ-SBD MOSFET)is proposed,and has been compared with the SiC high-k MOSFET(Hk MOSFET),S... A new SiC superjunction power MOSFET device using high-k insulator and p-type pillar with an integrated Schottky barrier diode(Hk-SJ-SBD MOSFET)is proposed,and has been compared with the SiC high-k MOSFET(Hk MOSFET),SiC superjuction MOSFET(SJ MOSFET)and the conventional SiC MOSFET in this article.In the proposed SiC Hk-SJ-SBD MOSFET,under the combined action of the p-type region and the Hk dielectric layer in the drift region,the concentration of the N-drift region and the current spreading layer can be increased to achieve an ultra-low specific on-resistance(Ron,sp).The integrated Schottky barrier diode(SBD)also greatly improves the reverse recovery performance of the device.TCAD simulation results indicate that the Ron,sp of the proposed SiC Hk-SJ-SBD MOSFET is 0.67 mΩ·cm^(2)with a 2240 V breakdown voltage(BV),which is more than 72.4%,23%,5.6%lower than that of the conventional SiC MOSFET,Hk SiC MOSFET and SJ SiC MOSFET with the 1950,2220,and 2220V BV,respectively.The reverse recovery time and reverse recovery charge of the proposed MOSFET is 16 ns and18 nC,which are greatly reduced by more than 74%and 94%in comparison with those of all the conventional SiC MOSFET,Hk SiC MOSFET and SJ SiC MOSFET,due to the integrated SBD in the proposed MOSFET.And the trade-off relationship between the Ron,sp and the BV is also significantly improved compared with that of the conventional MOSFET,Hk MOSFET and SJ MOSFET as well as the MOSFETs in other previous literature,respectively.In addition,compared with conventional SJ SiC MOSFET,the proposed SiC MOSFET has better immunity to charge imbalance,which may bring great application prospects. 展开更多
关键词 SIC MOSFET specific on-resistance breakdown voltage HIGH-K SUPERJUNCTION switching performance reverse recovery characteristic
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‘Finest Cultural Gifts from China’Cultural and Tourism Trade Promotion Activity
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作者 bo yi 《China & The World Cultural Exchange》 2023年第1期11-12,共2页
On January 18.the"Finest Cultural Gifts from China"Cultural and Tourism Trade Promotion Activity,guided and organized by the Department of Industry Development of the Ministry of Culture and Tourism,was succ... On January 18.the"Finest Cultural Gifts from China"Cultural and Tourism Trade Promotion Activity,guided and organized by the Department of Industry Development of the Ministry of Culture and Tourism,was successfully held at Shougang Park in Shjingshan District,Beijing. 展开更多
关键词 TRADE Beijing. DISTRICT
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TEPG:a traffic engineering based power-aware greedy routing algorithm in backbone networks with bundled links
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作者 Jinhong ZHANG Xingwei WANG +3 位作者 Ruixia LI bo yi Min HUANG Dongxing SHUI 《Frontiers of Computer Science》 SCIE EI CSCD 2024年第1期243-245,共3页
1 Introduction and main contributions Various power-aware solutions have been proposed to address the alarming energy waste and consequent serious environmental issues since Gupta and Singh initiated the seminal study... 1 Introduction and main contributions Various power-aware solutions have been proposed to address the alarming energy waste and consequent serious environmental issues since Gupta and Singh initiated the seminal study on green networking problem in 2003.Most of the researches concentrated their efforts on power-aware networking under the non-bundled link scenarios by leveraging the dynamic power management based Low Power Idle(LPI)policy which was defined and standardized in the IEEE 802.3az standard.However,in modern backbone networks,pairs of routers are typically connected,for each traffic direction,by multiple physical links that form one logical bundled link,which is the link aggregation technique defined and standardized in IEEE 802.1AX. 展开更多
关键词 POWER BUNDLE BACKBONE
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腹腔镜结直肠癌NOSES术中左结肠动脉的外科解剖与保留技巧 被引量:4
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作者 李佳俊 易波 +5 位作者 郑阳春 张轲 芮元祎 许培培 赵滨 付川川 《中华结直肠疾病电子杂志》 2022年第3期246-253,共8页
目的观察腹腔镜结直肠癌经自然腔道取标本手术(NOSES)中左结肠动脉(LCA)的外科解剖,探讨保留LCA的手术技巧及临床疗效。方法回顾性分析2017年1月至2021年12月于四川省肿瘤医院施行腹腔镜下保留LCA的结直肠癌NOSES手术85例患者的临床资料... 目的观察腹腔镜结直肠癌经自然腔道取标本手术(NOSES)中左结肠动脉(LCA)的外科解剖,探讨保留LCA的手术技巧及临床疗效。方法回顾性分析2017年1月至2021年12月于四川省肿瘤医院施行腹腔镜下保留LCA的结直肠癌NOSES手术85例患者的临床资料,其中54例术中对LCA的外科解剖进行了观察与记录,结合手术录像分析LCA的外科走行与解剖分型,探讨保留LCA的操作技巧和临床效果。结果所有病例LCA均从肠系膜下动脉(IMA)左侧发出,LCA发出处至IMA根部的平均距离为(3.5±1.1)cm;75.9%(41/54)病例LCA向外走行时自肠系膜下静脉(IMV)前方与其相交,24.1%(13/54)自IMV后方与其相交;LCA自IMA单独发出者(Ⅰ型)23例(42.6%),LCA与乙状结肠动脉(SA)两支共干者(Ⅱ型)9例(16.7%),LCA与SA、直肠上动脉(SRA)三支共干者(Ⅲ型)19例(35.2%),LCA、SRA与两支或两支以上SA多支共干者(Ⅳ型)3例(5.6%),本组未见LCA缺如病例。85例患者均顺利完成手术,其中2例(2.4%)术后出现了吻合口漏,1例经保守治疗痊愈,1例进行了回肠造瘘手术;无围手术期死亡病例;术后平均住院时间(10.4±3.4)d。结论LCA的外科走行多样,解剖变异复杂;腹腔镜下保留LCA需要较高的手术技巧、精细解剖、耐心操作。腹腔镜结直肠癌术中保留LCA操作与NOSES技术相结合,有望将损伤控制、功能保护、微创治疗的外科理念发挥到极致。 展开更多
关键词 结直肠肿瘤 左结肠动脉 解剖 变异 经自然腔道取标本手术
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面向互联网的SDN流量多粒度处理机制 被引量:2
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作者 卢向敏 王兴伟 +2 位作者 易波 李婕 黄敏 《中国科学:信息科学》 CSCD 北大核心 2020年第12期1903-1918,共16页
软件定义网络(software defined networking,SDN)作为一种新型的网络架构,将网络的控制平面与数据转发平面分离,实现了可编程化控制,为互联网提供了改善网络全局性能的新思路.虽然SDN具有全局视角优势,但在处理互联网海量数据时也存在... 软件定义网络(software defined networking,SDN)作为一种新型的网络架构,将网络的控制平面与数据转发平面分离,实现了可编程化控制,为互联网提供了改善网络全局性能的新思路.虽然SDN具有全局视角优势,但在处理互联网海量数据时也存在性能瓶颈:频繁的层间通信会使控制器计算效率下降,海量的流表项数据使得交换机存储压力过大.为了进一步提升SDN的性能使其适应互联网的海量流量处理,本文提出了面向互联网的SDN流量多粒度处理机制,将SDN架构应用到互联网骨干网的流量处理中,分别从路由和调度两个方面设计并实现了流量多粒度处理机制.仿真结果表明:本文设计的流量多粒度处理机制能减少层间通信次数,减少下发流表项,维持负载均衡,提高了路由选取的正确性和有效性,提升了SDN性能,进而提升了处理互联网海量数据的能力. 展开更多
关键词 软件定义网络 互联网 多粒度路由 流量调度 性能优化
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High levels of glucose induce epithelial-mesenchymal transition in renal proximal tubular cells through PERK-eIF2αpathway 被引量:1
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作者 Yan Bao ying Ao +1 位作者 bo yi Jo Batubayier 《Chinese Medical Journal》 SCIE CAS CSCD 2019年第7期868-872,共5页
To the Editor:Diabetic kidney disease (DKD) is one of the major causes of end-stage renal failure.Progressive mesangial expansion in the glomerulus is widely recognized.More and more evidence shows that tubulointersti... To the Editor:Diabetic kidney disease (DKD) is one of the major causes of end-stage renal failure.Progressive mesangial expansion in the glomerulus is widely recognized.More and more evidence shows that tubulointerstitial fibrosis is also regarded as a prominent feature of DKD,in which tubular epithelial-mesenchymal transition (EMT) may play an important role.[1] During EMT,tubular epithelial cells lose their characteristic and produce high levels of myofibroblast makers such as α-smooth actin (α-SMA) which is the signature protein of EMT.[2]However,renal fibrogenesis is a complicated process in which the contribution of DKD is unknown. 展开更多
关键词 cells EP protein is TRA EMT
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Highly catalytic metal–organic framework coating enabled by liquid superwetting and confinement 被引量:1
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作者 bo yi Yan-Lung Wong +4 位作者 Kedi Li Changshun Hou Tengrui Ma Zhengtao Xu Xi Yao 《Nano Research》 SCIE EI CSCD 2023年第5期7716-7723,共8页
In this work,we report that high catalytic performance of metal–organic frameworks(MOFs)can be obtained through a synergistic effect of postsynthetic modification of MOF nanoparticles and liquid superwetting and conf... In this work,we report that high catalytic performance of metal–organic frameworks(MOFs)can be obtained through a synergistic effect of postsynthetic modification of MOF nanoparticles and liquid superwetting and confinement in the MOF coating.Specifically,2-ureido-4[1H]pyrimidinone(UPy)functionalized polysiloxanes were covalently appended onto the UiO-66 nanoparticles via a postsynthetic approach,which were further anchored onto different porous films through multivalent hydrogen bonding of the UPy motifs.The hydrophobic MOF coating can preserve the porosity of the solid substrates,enable rapid liquid superwetting and confinement within the porous substrates.Using the Knoevenagel condensation as a modeled system,robust and highly catalytic performances of the MOF coating were observed on a range of aldehyde substrates.Gram-scale production of chromene,a pharmaceutical which is typically synthesized via expensive catalysis,was successfully demonstrated on the MOF coating with high yielding rates,demonstrating the great potential of the MOF coating in pharmaceutical synthesis. 展开更多
关键词 metal–organic framework postsynthetic modification hydrogen bonding superwetting liquid confinement
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从“女弹男听”到“男弹女听”--“莺莺听琴”故事的文化生成与文学价值 被引量:1
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作者 薄艺 《理论界》 2021年第12期96-103,共8页
《西厢记》中为大众所熟知的“莺莺听琴”情节,最早来自董解元所作《西厢记诸宫调》,是对元稹《莺莺传》“听琴”情节的改写,实现了“听琴”主体的男女转换,由“女弹男听”变为“男弹女听”。这个情节的改写,一方面是继承了司马相如琴... 《西厢记》中为大众所熟知的“莺莺听琴”情节,最早来自董解元所作《西厢记诸宫调》,是对元稹《莺莺传》“听琴”情节的改写,实现了“听琴”主体的男女转换,由“女弹男听”变为“男弹女听”。这个情节的改写,一方面是继承了司马相如琴挑卓文君历史故事母题的情节构造,另一方面也是深植于唐宋古琴文化流变之土壤。本文梳理了“莺莺听琴”故事从《莺莺传》到董解元《西厢记诸宫调》再到王实甫《崔莺莺夜听琴杂剧》的演变过程,从宋代古琴与文人关系、琴乐欣赏活动主客关系、宋人琴歌创作风尚等方面讨论了宋代古琴文化对“莺莺听琴”情节生成的影响,并指出这个情节的定型意味着以崔莺莺为代表的女性形象在文人的爱情构想中由审美客体“尤物”变为审美主体“知音”,对后世文学创作心理产生了深远影响。 展开更多
关键词 莺莺听琴 西厢记 莺莺传 古琴文化
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A QoS Based Reliable Routing Mechanism for Service Customization
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作者 bo yi Xing-Wei Wang +1 位作者 Min Huang Qiang He 《Journal of Computer Science & Technology》 SCIE EI CSCD 2022年第6期1492-1508,共17页
Due to the rapid development of the Internet technology such as 5G/6G and artificial intelligence,more and more new network applications appear.Customers using these applications may have different individual demands ... Due to the rapid development of the Internet technology such as 5G/6G and artificial intelligence,more and more new network applications appear.Customers using these applications may have different individual demands and such a trend causes great challenges to the traditional integrated service and routing model.In order to satisfy the individual demands of customers,the service customization should be considered,during which the cost of Internet Service Provider(ISP)naturally increases.Hence,how to reach a balance between the customer satisfaction and the ISP profit becomes vitally important.Targeting at addressing this critical problem,this work proposes a service customization oriented reliable routing mechanism,which includes two modules,that is,the service customization module and the routing module.In particular,the former(i.e.,the service customization module)is responsible for classifying services by analyzing and processing the customer’s demands.After that,the IPv6 protocol is used to implement the service customization,since it naturally supports differentiated services via the extended header fields.The latter is responsible for transforming the customized services into specific routing policies.Specifically,the Nash equilibrium based economic model is firstly introduced to make a perfect balance between the user satisfaction and the ISP profits,which could finally produce a win-win solution.After that,based on the customized service policies,an optimized grey wolf algorithm is designed to establish the routing path,during which the routing reliability is formulated and calculated.Finally,the experiments are carried out and the proposed mechanism is evaluated.The results indicate that the proposed service customization and routing mechanism improves the routing reliability,user satisfaction and ISP satisfaction by about 8.42%,15.5%and 17.75%respectively compared with the classical open shortest path first algorithm and the function learning based algorithm. 展开更多
关键词 quality of service(QoS) RELIABILITY ROUTING service customization
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