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Speeding up the MATLAB complex networks package using graphic processors 被引量:1
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作者 张百达 唐玉华 +1 位作者 吴俊杰 李鑫 《Chinese Physics B》 SCIE EI CAS CSCD 2011年第9期460-467,共8页
The availability of computers and communication networks allows us to gather and analyse data on a far larger scale than previously. At present, it is believed that statistics is a suitable method to analyse networks ... The availability of computers and communication networks allows us to gather and analyse data on a far larger scale than previously. At present, it is believed that statistics is a suitable method to analyse networks with millions, or more, of vertices. The MATLAB language, with its mass of statistical functions, is a good choice to rapidly realize an algorithm prototype of complex networks. The performance of the MATLAB codes can be further improved by using graphic processor units (GPU). This paper presents the strategies and performance of the GPU implementation of a complex networks package, and the Jacket toolbox of MATLAB is used. Compared with some commercially available CPU implementations, GPU can achieve a speedup of, on average, 11.3x. The experimental result proves that the GPU platform combined with the MATLAB language is a good combination for complex network research. 展开更多
关键词 complex networks graphic processors unit MATLAB Jacket Toolbox
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SDN-Based Switch Implementation on Network Processors 被引量:1
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作者 Yunchun Li Guodong Wang 《Communications and Network》 2013年第3期434-437,共4页
Virtualization is the key technology of cloud computing. Network virtualization plays an important role in this field. Its performance is very relevant to network virtualizing. Nowadays its implementations are mainly ... Virtualization is the key technology of cloud computing. Network virtualization plays an important role in this field. Its performance is very relevant to network virtualizing. Nowadays its implementations are mainly based on the idea of Software Define Network (SDN). Open vSwitch is a sort of software virtual switch, which conforms to the OpenFlow protocol standard. It is basically deployed in the Linux kernel hypervisor. This leads to its performance relatively poor because of the limited system resource. In turn, the packet process throughput is very low.In this paper, we present a Cavium-based Open vSwitch implementation. The Cavium platform features with multi cores and couples of hard ac-celerators. It supports zero-copy of packets and handles packet more quickly. We also carry some experiments on the platform. It indicates that we can use it in the enterprise network or campus network as convergence layer and core layer device. 展开更多
关键词 SDN OPEN vSwitch network processorS OpenFlow
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SimNP: A Flexible Platform for the Simulation of Network Processing Systems
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作者 David Bermingham Zhen Liu Xiaojun Wang 《Communications and Network》 2010年第4期207-215,共9页
Network processing plays an important role in the development of Internet as more and more complicated applications are deployed throughout the network. With the advent of new platforms such as network processors (NPs... Network processing plays an important role in the development of Internet as more and more complicated applications are deployed throughout the network. With the advent of new platforms such as network processors (NPs) that incorporate novel architectures to speedup packet processing, there is an increasing need for an efficient method to facilitate the study of their performance. In this paper, we present a tool called SimNP, which provides a flexible platform for the simulation of a network processing system in order to provide information for workload characterization, architecture development, and application implementation. The simulator models several architectural features that are commonly employed by NPs, including multiple processing engines (PEs), integrated network interface and memory controller, and hardware accelerators. ARM instruction set is emulated and a simple memory model is provided so that applications implemented in high level programming language such as C can be easily compiled into an executable binary using a common compiler like gcc. Moreover, new features or new modules can also be easily added into this simulator. Experiments have shown that our simulator provides abundant information for the study of network processing systems. 展开更多
关键词 network processorS SIM np
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High-Level Portable Programming Language for Optimized Memory Use of Network Processors
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作者 Yasusi Kanada 《Communications and Network》 2015年第1期55-69,共15页
Network processors (NPs) are widely used for programmable and high-performance networks;however, the programs for NPs are less portable, the number of NP program developers is small, and the development cost is high. ... Network processors (NPs) are widely used for programmable and high-performance networks;however, the programs for NPs are less portable, the number of NP program developers is small, and the development cost is high. To solve these problems, this paper proposes an open, high-level, and portable programming language called “Phonepl”, which is independent from vendor-specific proprietary hardware and software but can be translated into an NP program with high performance especially in the memory use. A common NP hardware feature is that a whole packet is stored in DRAM, but the header is cached in SRAM. Phonepl has a hardware-independent abstraction of this feature so that it allows programmers mostly unconscious of this hardware feature. To implement the abstraction, four representations of packet data type that cover all the packet operations (including substring, concatenation, input, and output) are introduced. Phonepl have been implemented on Octeon NPs used in plug-ins for a network-virtualization environment called the VNode Infrastructure, and several packet-handling programs were evaluated. As for the evaluation result, the conversion throughput is close to the wire rate, i.e., 10 Gbps, and no packet loss (by cache miss) occurs when the packet size is 256 bytes or larger. 展开更多
关键词 network processors PORTABILITY HIGH-LEVEL Language Hardware INDEPENDENCE MEMORY Usage DRAM SRAM network Virtualization
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Reconfigurable Communication Processor: A New Approach for Network Processor
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作者 孙华 陈青山 张文渊 《Journal of Shanghai Jiaotong university(Science)》 EI 2003年第1期43-47,共5页
As the traditional RISC+ASIC/ASSP approach for network processor design can not meet the today’s requirements, this paper described an alternate approach, Reconfigurable Processing Architecture, to boost the performa... As the traditional RISC+ASIC/ASSP approach for network processor design can not meet the today’s requirements, this paper described an alternate approach, Reconfigurable Processing Architecture, to boost the performance to ASIC level while reserve the programmability of the traditional RISC based system. This paper covers both the hardware architecture and the software development environment architecture. 展开更多
关键词 network processor reconfigurable processor run time reconfiguration field programmable gate array (FPGA) raduced instruction set circuit (RISC) application specific integrated circuit(ASIC)
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Architecture-level performance/power tradeoff in network processor design
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作者 陈红松 季振洲 胡铭曾 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2007年第1期45-48,共4页
Network processors are used in the core node of network to flexibly process packet streams. With the increase of performance, the power of network processor increases fast, and power and cooling become a bottleneck. A... Network processors are used in the core node of network to flexibly process packet streams. With the increase of performance, the power of network processor increases fast, and power and cooling become a bottleneck. Architecture-level power conscious design must go beyond low-level circuit design. Architectural power and performance tradeoff should be considered at the same time. Simulation is an efficient method to design modem network processor before making chip. In order to achieve the tradeoff between performance and power, the processor simulator is used to design the architecture of network processor. Using Netbeneh, Commubench benchmark and processor simulator-SimpleScalar, the performance and power of network processor are quantitatively evaluated. New performance tradeoff evaluation metric is proposed to analyze the architecture of network processor. Based on the high performance lnteI IXP 2800 Network processor eonfignration, optimized instruction fetch width and speed ,instruction issue width, instruction window size are analyzed and selected. Simulation resuits show that the tradeoff design method makes the usage of network processor more effectively. The optimal key parameters of network processor are important in architecture-level design. It is meaningful for the next generation network processor design. 展开更多
关键词 network processor design performance/power simulation tradeoff evaluation optimization
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Secure encryption embedded processor design for wireless sensor network application
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作者 霍文捷 Liu Zhenglin Zou Xuecheng 《High Technology Letters》 EI CAS 2011年第1期75-79,共5页
This paper presents a new encryption embedded processor aimed at the application requirement of wireless sensor network (WSN). The new encryption embedded processor not only offers Rivest Shamir Adlemen (RSA), Adv... This paper presents a new encryption embedded processor aimed at the application requirement of wireless sensor network (WSN). The new encryption embedded processor not only offers Rivest Shamir Adlemen (RSA), Advanced Encryption Standard (AES), 3 Data Encryption Standard (3 DES) and Secure Hash Algorithm 1 (SHA - 1 ) security engines, but also involves a new memory encryption scheme. The new memory encryption scheme is implemented by a memory encryption cache (MEC), which protects the confidentiality of the memory by AES encryption. The experi- ments show that the new secure design only causes 1.9% additional delay on the critical path and cuts 25.7% power consumption when the processor writes data back. The new processor balances the performance overhead, the power consumption and the security and fully meets the wireless sensor environment requirement. After physical design, the new encryption embedded processor has been successfully tape-out. 展开更多
关键词 embedded processor security memory encryption wireless sensor network (WSN) CACHE
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An Improved Cache Mechanism for a Cache-Based Network Processor
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作者 Hayato Yamaki Hiroaki Nishi 《通讯和计算机(中英文版)》 2013年第3期277-286,共10页
关键词 高速缓存机制 网络处理器 网络流量 上下文 网络内容 IP电话 仿真结果 数据包
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Optimized Processor for Sensor Networks Applications
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作者 Ali Elkateeb 《通讯和计算机(中英文版)》 2012年第3期311-316,共6页
关键词 嵌入式处理器 传感器节点 网络应用 优化 节点设计 软核处理器 可重构系统 核心处理器
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新型配电系统故障恢复优化NP-hard问题的无损转化算法
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作者 闫涛 《电网技术》 北大核心 2025年第12期4957-4963,I0007,共8页
NP-hard(non-deterministic polynomial-time hard)问题中的多项式时间内“不可验证”问题是新型配电系统故障恢复优化背后的基础科学难题,传统的精确算法和近似算法均无法解决速度精度间不可调和的矛盾。针对传统算法的不足之处,提出... NP-hard(non-deterministic polynomial-time hard)问题中的多项式时间内“不可验证”问题是新型配电系统故障恢复优化背后的基础科学难题,传统的精确算法和近似算法均无法解决速度精度间不可调和的矛盾。针对传统算法的不足之处,提出了一种新型配电系统故障恢复优化NP-hard问题的无损转化算法,通过将“不可验证”问题无损转化为“可验证”问题,突破了速度精度难两全的技术瓶颈。首先借助时间复杂度函数阐明新型配电系统故障恢复优化属于NP-hard问题中的多项式时间内“不可验证”问题,并指出“不可验证”到“可验证”的无损转化是解决难题的关键;然后基于隐Markov模型和前向算法提出了一种无损转化算法,使用逆向搜索系统运行状态时变过程的驱动场景的全新算法逻辑,实现了指数级到多项式级的时间复杂度降维;最后算例分析展示了文中算法仅花费1.58%的计算时间便可获得“0”误差的精确解,证明了其具有兼顾速度与精度的优秀算法性能。 展开更多
关键词 新型配电系统 故障恢复优化 np-HARD问题 无损转化算法
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基于GOA-BP的海域蒸发波导智能预报方法
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作者 文凯 闫晓龙 廖希 《电波科学学报》 北大核心 2026年第1期187-196,共10页
面向对流层超视距通信对大区域高分辨率蒸发波导高度的精确性预报需求,提出了一种融合塘鹅优化算法(gannet optimization algorithm, GOA)和反向传播(back propagation, BP)神经网络的预报模型,即GOABP模型。首先利用天气研究和预报模型... 面向对流层超视距通信对大区域高分辨率蒸发波导高度的精确性预报需求,提出了一种融合塘鹅优化算法(gannet optimization algorithm, GOA)和反向传播(back propagation, BP)神经网络的预报模型,即GOABP模型。首先利用天气研究和预报模型(weather research and forecasting model, WRF)中尺度数值模式,获得区域环境气象参数;其次,结合美国海军研究生院NPS模型预报蒸发波导高度,构建出包含环境信息与蒸发波导高度预报值的联合数据集;再次,引入GOA优化BP神经网络的初始参数,显著增强模型的全局搜索能力和收敛速度,规避传统BP神经网络易于陷入局部最优解的缺陷;最后,经过训练得到GOA-BP模型。实验表明,GOABP模型决定系数达到0.972 1,验证均方根误差(root mean square error, RMSE)平均值为2.24 m,说明GOABP模型能够更准确有效地预报蒸发波导高度。本文方法可为超短波/微波超视距雷达和无线电通信系统规划和应用提供参考。 展开更多
关键词 蒸发波导预报 WRF npS模型 反向传播(BP)神经网络 塘鹅优化算法(GOA)
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ChipletNP:基于芯粒的敏捷可定制网络处理器架构 被引量:3
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作者 李韬 杨惠 +2 位作者 厉俊男 刘汝霖 孙志刚 《计算机研究与发展》 EI CSCD 北大核心 2024年第12期2952-2968,共17页
5G,8K视频等新业务类型不断涌现,使得网络处理器(network processor,NP)的应用场景日趋复杂多样.为满足多样化网络应用在性能、灵活性以及服务质量保证等方面的差异化需求,传统NP试图在片上系统(system on chip,SoC)上集成大量处理器核... 5G,8K视频等新业务类型不断涌现,使得网络处理器(network processor,NP)的应用场景日趋复杂多样.为满足多样化网络应用在性能、灵活性以及服务质量保证等方面的差异化需求,传统NP试图在片上系统(system on chip,SoC)上集成大量处理器核、高速缓存、加速器等异质处理资源,提供面向多样化应用场景的敏捷可定制能力.然而,随着摩尔定律和登纳德缩放定律失效问题的逐渐凸显,单片NP芯片研制在研发周期、成本、创新迭代等方面面临巨大挑战,越来越难以为继.针对上述问题,提出新型敏捷可定制NP架构ChipletNP,基于芯粒化(Chiplet)技术解耦异质资源,在充分利用成熟芯片产品及工艺的基础上,通过多个芯粒组合,满足不同应用场景下NP的快速定制和演化发展需求.基于ChipletNP设计实现了一款集成商用CPU、FPGA(field programmable gate array)和自研敏捷交换芯粒的银河衡芯敏捷NP芯片(YHHX-NP).基于该芯片的应用部署与实验结果表明,ChipletNP可支持NP的快速敏捷定制,能够有效承载SRv6(segment routing over IPv6)等新型网络协议与网络功能部署.其中,核心的敏捷交换芯粒相较于同级商用芯片能效比提升2倍以上,延迟控制在2.82μs以内,可以有效支持面向NP的Chiplet统一通信与集成. 展开更多
关键词 网络处理器 芯粒技术 敏捷交换 分组处理 异构资源
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基于NP的垃圾邮件分析系统的设计与实现 被引量:1
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作者 翟伟斌 叶进星 +1 位作者 陈宇 许榕生 《计算机工程》 CAS CSCD 北大核心 2007年第10期92-94,共3页
垃圾邮件的泛滥成灾给人们的正常生活带来了很大的不便和危害。该文设计并实现了基于NP的垃圾邮件分析系统,具有邮件抓取、还原和类别识别功能,能够有效识别垃圾邮件。实验结果表明,该系统对于垃圾邮件的追踪具有良好的实用价值。
关键词 网络处理器 垃圾邮件 向量空间模型
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NP控制平面OS中基于分组属性的进程调度技术
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作者 闫守孟 周兴社 张凡 《计算机工程》 EI CAS CSCD 北大核心 2006年第18期45-47,共3页
在基于NP的网络处理系统中,存在各种各样的控制平面和数据平面交互信息。不同的信息分组具有不同的重要性,某些重要分组若得不到及时处理会导致系统和网络行为的紊乱,因此需要降低分组经历的时延,且越重要的分组经历的时延应该越小。从... 在基于NP的网络处理系统中,存在各种各样的控制平面和数据平面交互信息。不同的信息分组具有不同的重要性,某些重要分组若得不到及时处理会导致系统和网络行为的紊乱,因此需要降低分组经历的时延,且越重要的分组经历的时延应该越小。从控制层面操作系统的角度来看,这要求分组处理进程的调度属性应该与所处理分组的属性关联起来。该文提出了一种基于分组属性的进程调度策略,给出了有关设计与实现。实验结果表明,该策略较好地达到了预期的目标。 展开更多
关键词 网络处理器 操作系统 处理引擎
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电信企业NPS调研数据分析方法研究 被引量:4
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作者 黄亚洲 刘彦婷 于黎明 《邮电设计技术》 2018年第7期52-56,共5页
随着社会经济快速发展,运营商面临的同质化竞争和来自互联网企业的异质化竞争愈发激烈。构建价值导向的NPS运营体系,切实提升价值客户的忠诚度,将成为驱动企业良性利润增长的关键点。以某地区NPS调研数据为样本,探索NPS数据的分析方法,... 随着社会经济快速发展,运营商面临的同质化竞争和来自互联网企业的异质化竞争愈发激烈。构建价值导向的NPS运营体系,切实提升价值客户的忠诚度,将成为驱动企业良性利润增长的关键点。以某地区NPS调研数据为样本,探索NPS数据的分析方法,首先采用主成分分析法深入挖掘NPS 3类用户对使用体验的关注点和差异,指导后续改进方向;其次采用贝叶斯网络进行用户行为建模分析,旨在寻找潜在价值用户。 展开更多
关键词 npS 主成分分析 贝叶斯网络 数据挖掘
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NAPT-PT在NP-1c网络处理器上的实现
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作者 章仁龙 曾华平 《计算机应用与软件》 CSCD 北大核心 2008年第2期210-212,共3页
对EZchip公司NP-1c网络处理器进行研究,在熟悉其硬件体系结构和软件体系结构的基础上,设计和实现了一种高性能的协议转换网关。
关键词 网络处理器 np-1c NAPT-PT
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NP防火墙协议栈驱动模块的设计与实现 被引量:1
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作者 韩志耕 罗军舟 《计算机工程》 EI CAS CSCD 北大核心 2006年第21期136-138,共3页
彻底打通网络处理器光口到本地协议栈间通路需要协议栈驱动提供支持。针对协议栈驱动基本组成和内在驱动机制,同时确保遵循Intel IXA软件架构分层设计原则,该文提出了在Linux平台上的实现方案并进行了分析,指出了实现过程中牵涉的关键... 彻底打通网络处理器光口到本地协议栈间通路需要协议栈驱动提供支持。针对协议栈驱动基本组成和内在驱动机制,同时确保遵循Intel IXA软件架构分层设计原则,该文提出了在Linux平台上的实现方案并进行了分析,指出了实现过程中牵涉的关键技术。Enp2611评估板上硬件光口打通测试表明设计达到了预先要求。 展开更多
关键词 协议栈驱动 防火墙 网络处理器 包分类 主动式安全防范系统
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基于MPC8260与NP7250微码通信模块的设计与实现 被引量:1
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作者 贺冰琰 姜帅 《海南师范大学学报(自然科学版)》 CAS 2011年第3期274-278,共5页
文章给出了基于AMCC的NP7250、NPX5700和NPX5800交换套片的全IP交换平台的构建方案,重点介绍了在高性能的网络处理器NP7250和嵌入式微处理器MPC8260之间的微码通信模块的设计与实现的方法,微码通信模块由两个部分组成:处于用户数据面(... 文章给出了基于AMCC的NP7250、NPX5700和NPX5800交换套片的全IP交换平台的构建方案,重点介绍了在高性能的网络处理器NP7250和嵌入式微处理器MPC8260之间的微码通信模块的设计与实现的方法,微码通信模块由两个部分组成:处于用户数据面(网络处理器侧)的通信模块UCOM和控制面(主CPU侧)的通信任务UCOM_TASK. 展开更多
关键词 微码子系统 网络处理器单元 ViX接口版本3 VXWORKS
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基于NP策略路由中源地址路由功能的设计与实现 被引量:2
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作者 易著梁 《广西民族大学学报(自然科学版)》 CAS 2013年第3期64-67,共4页
阐述了一种基于网络处理器的源地址路由解决方案.该方案能够在不影响IP报文的承载效率的情况下,透明的实现大容量报文的转发能力,是一种行之有效的方案.
关键词 源地址路由 网络处理器 IP协议栈
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基于NP的Dijkstra算法硬件多线程实现与性能分析
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作者 杨冬 张宏科 +1 位作者 王江林 武勇 《北京交通大学学报》 EI CAS CSCD 北大核心 2005年第5期14-18,共5页
Dijkstra算法是链路状态路由协议使用的主要算法.随着Intenet中加入的路由器数目的不断增加,该算法运行的时间花费越来越大,影响了路由协议的性能,成为链路状态路由协议的一个瓶颈问题.本文将从这一瓶颈问题出发,采用Intel公司的网络处... Dijkstra算法是链路状态路由协议使用的主要算法.随着Intenet中加入的路由器数目的不断增加,该算法运行的时间花费越来越大,影响了路由协议的性能,成为链路状态路由协议的一个瓶颈问题.本文将从这一瓶颈问题出发,采用Intel公司的网络处理器IXP2400为硬件平台,设计Dijkstra算法的硬件多线程实现,从而提高处理器利用率,缓解瓶颈.最后给出一种性能分析和优化的计算方法.通过计算可以看到,在节点比较密集的星形网络拓扑结构中,多线程实现可提高两倍的性能. 展开更多
关键词 DIJKSTRA算法 多线程 网络处理器 可移植性
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