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CDES:数据驱动的云数据库效能评估方法
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作者 韩宇捷 徐志杰 +2 位作者 杨定裕 黄波 郭健美 《计算机科学》 CSCD 北大核心 2024年第6期111-117,共7页
在大规模云生产环境中在线评估数据库效能,对云厂商进一步优化云成本至关重要。为了评估云数据库的使用效能,提出了一种数据驱动的、基于计算与存储指标融合的云数据库效能评估方法CDES。该方法根据云数据库实例负载行为和性能画像,从... 在大规模云生产环境中在线评估数据库效能,对云厂商进一步优化云成本至关重要。为了评估云数据库的使用效能,提出了一种数据驱动的、基于计算与存储指标融合的云数据库效能评估方法CDES。该方法根据云数据库实例负载行为和性能画像,从计算和存储两方面选取影响云数据库成本与效能的主要指标,再结合云监控平台采集的数据,评估云数据库实例与集群的线上实际使用效能。基于CDES评估结果,进一步提出了云数据库效能优化的治理方案,提供效能优化建议,引导用户减少闲置资源。CDES已被部署在某大型互联网企业生产环境中,并用于其OLTP云数据库产品的效能评价。实验结果表明,所提方法能有效评估超过5000个云数据库实例的集群的效能并引导治理,单位业务量下实例最高能节省40.74%的成本。 展开更多
关键词 计算 数据库 效能评估 云成本优化
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Transport Layer Optimization for Cloud Computing Applications via Satellite: TCP Noordwijk+ 被引量:1
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作者 M. Luglio C. Roseti F. Zampognaro 《China Communications》 SCIE CSCD 2014年第12期105-119,共15页
Cloud computing can significantly improve efficiency in Internet utilization and data management.Several cloud applications(file sharing,backup,data up/download etc.) imply transfers of large amount of data without re... Cloud computing can significantly improve efficiency in Internet utilization and data management.Several cloud applications(file sharing,backup,data up/download etc.) imply transfers of large amount of data without real-time requirements.In several use-cases cloud-computing solutions reduce operational costs and guarantee target QoS.These solutions become critical when satellite systems are utilized,since resources are limited,network latency is huge and bandwidth costs are high.Using satellite capacity for cloud-computing bulk traffic,keeping acceptable performance of interactive applications,is very important and can limit the connectivity costs.This goal can be achieved installing in the Set Top Box(STB) a proxy agent,to differentiate traffic and assign bandwidth according to priority,leaving spare capacity to bulk cloud computing traffic.This aim is typically reached using a specific QoS architecture,adding functional blocks at network or lower layers.We propose to manage such a process at transport layer only.The endpoint proxy implements a new transport protocol called TCP Noordwijk+,introducing a flow control differentiation capability.The proxy includes TPCN+ which efficiently transfers low-priority bulk data and handles interactive data,keeping a high degree of friendliness.The outcomes of Ns-2simulations confirm applicability and good performance of the proposed solution. 展开更多
关键词 TCP-Noordwijk+ cloud computing DVB-RCS satellite QoS Ns-2 bulk data
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