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基于随机游走模型的系统运行日志分布式查询方法
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作者 张晓慧 张千福 +2 位作者 张才俊 林鸿 余锦河 《电子设计工程》 2022年第21期100-103,108,共5页
目前研究的系统运行日志分布式查询方法查询数据匹配度较低、查询精度较差。为了解决上述问题,基于随机游走模型研究了一种新的系统运行日志分布式查询方法。建立随机游走模型对需要查询的数据进行特征相似性游走路线加权处理。对每个... 目前研究的系统运行日志分布式查询方法查询数据匹配度较低、查询精度较差。为了解决上述问题,基于随机游走模型研究了一种新的系统运行日志分布式查询方法。建立随机游走模型对需要查询的数据进行特征相似性游走路线加权处理。对每个数据节点进行分析,查询到关键的节点,确定关键数据日志跳转矩阵。根据跳转矩阵,计算一段时间内此处节点的网络流量数据,进而根据公式推测出整体系统运行日志的网络流量数据。实验结果表明,基于随机游走模型的系统运行日志分布式查询方法能够有效提高数据匹配度,增强查询精度。 展开更多
关键词 随机游走模型 系统运行日志 分布式查询 数据节点流量
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武汉市供水管网水力计算模型的建立 被引量:6
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作者 俞良协 郑雁榕 《管道技术与设备》 CAS 2002年第1期38-40,共3页
从武汉市供水管网实际出发 ,介绍了建立管网水力工况分析中基础资料的收集处理及计算模型的校核 ,模型建立方法及使用效果 ,并对模型的局限性提出了改进设想。
关键词 供水管网 水力计算模型 编号原则 节点流量数据
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A Dynamic Load Balancing Method of Cloud-Center Based on SDN 被引量:6
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作者 WANG Yong TAO Xiaoling +1 位作者 HE Qian KUANG Yuwen 《China Communications》 SCIE CSCD 2016年第2期130-137,共8页
In order to balancing based on data achieve dynamic load flow level, in this paper, we apply SDN technology to the cloud data center, and propose a dynamic load balancing method of cloud center based on SDN. The appro... In order to balancing based on data achieve dynamic load flow level, in this paper, we apply SDN technology to the cloud data center, and propose a dynamic load balancing method of cloud center based on SDN. The approach of using the SDN technology in the current task scheduling flexibility, accomplish real-time monitoring of the service node flow and load condition by the OpenFlow protocol. When the load of system is imbalanced, the controller can allocate globally network resources. What's more, by using dynamic correction, the load of the system is not obvious tilt in the long run. The results of simulation show that this approach can realize and ensure that the load will not tilt over a long period of time, and improve the system throughput. 展开更多
关键词 SDN cloud computing data center dynamic load balancing
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Multi-Gradient Routing Protocol for Wireless Sensor Networks 被引量:3
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作者 Ying Qiu Shining Li +2 位作者 Zhigang Li Yu Zhang Zhe Yang 《China Communications》 SCIE CSCD 2017年第3期118-129,共12页
Sensor networks tend to support different traffic patterns since more and more emerging applications have diverse needs. We present MGRP, a Multi-Gradient Routing Protocol for wireless sensor networks, which is fully ... Sensor networks tend to support different traffic patterns since more and more emerging applications have diverse needs. We present MGRP, a Multi-Gradient Routing Protocol for wireless sensor networks, which is fully distributed and efficiently supports endto-end, one-to-many and many-to-one traffic patterns by effectively construct and maintain a gradient vector for each node. We further combine neighbor link estimation with routing information to reduce packet exchange on network dynamics and node failures. We have implemented MGRP on Tiny OS and evaluated its performance on real-world testbeds. The result shows MGRP achieves lower end-to-end packet delay in different traffic patterns compared to the state of the art routing protocols while still remains high packet delivery ratio. 展开更多
关键词 wireless sensor network routing protocol multi-gradient end-to-end traffic pattern
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