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Soil salinization increases the stability of fungal not bacterial communities in the Taklamakan desert 被引量:1
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作者 litao lin Zhiyong Ruan +2 位作者 Xin Jing Yugang Wang Wenting Feng 《Soil Ecology Letters》 CSCD 2023年第4期111-123,共13页
●Bacterial richness declined but fungal richness increased under salinization.●Bacteria did not become interactively compact or facilitative under salinization.●Fungi exhibited more compartmentalized and competitiv... ●Bacterial richness declined but fungal richness increased under salinization.●Bacteria did not become interactively compact or facilitative under salinization.●Fungi exhibited more compartmentalized and competitive patterns under salinization.●Fungal stability showed steeper increases under salinization than bacterial stability.Soil salinization is a typical environmental challenge in arid regions worldwide.Salinity stress increases plant convergent adaptations and facilitative interactions and thus destabilizes communities.Soil bacteria and fungi have smaller body mass than plants and are often efficient against soil salinization,but how the stability of bacterial and fungal communities change with a wide range of soil salinity gradient remains unclear.Here,we assessed the interactions within both bacterial and fungal communities along a soil salinity gradient in the Taklamakan desert to examine(i)whether the stability of bacterial and fungal communities decreased with soil salinity,and(ii)the stability of which community decreased more with soil salinity,bacteria or fungi.Our results showed that the species richness of soil fungi increased but that of soil bacteria decreased with increasing salinity in topsoils.Fungal communities became more stable under soil salinization,with increasing compartmentalization(i.e.,modularity)and proportion of competitions(i.e.,negative:positive cohesion)as salinity increased.Bacterial communities exhibited no changes in modularity with increasing salinity and smaller increases in negative:positive cohesion under soil salinization compared to fungal communities.Our results suggest that,by altering interspecific interactions,soil salinization increases the stability of fungal not bacterial communities in extreme environments. 展开更多
关键词 community stability soil salinization diversity FUNGI MODULARITY desert ecosystem
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FJoin:一种基于FPGA的流连接并行加速器
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作者 林力韬 陈汉华 金海 《中国科学:信息科学》 CSCD 北大核心 2022年第2期314-333,共20页
流连接广泛应用于提取多源流数据之间的关键信息,是大数据处理的重要支撑技术.但连接两条大数据流时大规模的连接谓词计算,使其易成为性能瓶颈.为提高处理性能,流连接系统常采用并行和分布式两种方式扩展.然而,采用多核并行的流连接系... 流连接广泛应用于提取多源流数据之间的关键信息,是大数据处理的重要支撑技术.但连接两条大数据流时大规模的连接谓词计算,使其易成为性能瓶颈.为提高处理性能,流连接系统常采用并行和分布式两种方式扩展.然而,采用多核并行的流连接系统的扩展性受到CPU核数限制,无法应对大规模数据流.采用分布式扩展的流连接系统由于引入分布式框架运行的开销,导致硬件处理效率严重下降.为实现高效大规模扩展,本文提出一种利用FPGA加速器外设向上扩展的流连接系统FJoin.加速器可进行高并行的流动连接,载入多个流元组后,连接窗口中的数据流经一次即可完成所有连接计算.对于逻辑容易在FPGA实现的连接谓词,通过大量基本连接单元串联构成深度连接流水线,实现大规模并行.通过主机CPU和FPGA设备协同进行连接控制,将连续的流连接计算划分为独立的小批量任务,高效地保证并行化流连接的完整性.在装备FPGA加速卡的平台实现了FJoin,基于大规模真实数据集的测试结果表明,对比部署在40个节点集群上的目前最好的分布式流连接系统,本文提出的流连接加速器FJoin可在单一FPGA加速卡上将连接计算速度提升16倍,达到5倍的系统吞吐,且时延满足实时流处理要求. 展开更多
关键词 流连接 FPGA 流处理 硬件加速 并行计算
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