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2014 IEEE 33rd International Performance Computing and Communications Conference (IPCCC)最新文献

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Worst-case performance guaranteed data cache 最坏情况下的性能保证数据缓存
Y. Huangfu, Wei Zhang
In this paper, we propose a Performance Enhancement Guaranteed Cache (PEG-C) to ensure performance benefit in the worst case while achieving as good average-case performance as a regular hardware-controlled cache. Our experiments indicate that with a small number of preloaded data and a simple hardware extension, the PEG-C can guarantee performance enhancement in the worst case while achieving the same average-case performance as a regular cache.
在本文中,我们提出了一种性能增强保证缓存(PEG-C),以确保在最坏情况下的性能优势,同时实现与常规硬件控制缓存一样好的平均性能。我们的实验表明,使用少量预加载数据和简单的硬件扩展,PEG-C可以保证在最坏情况下的性能增强,同时实现与常规缓存相同的平均性能。
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引用次数: 1
Thread mapping using system-level throughput prediction model for shared memory multicores 使用系统级吞吐量预测模型的线程映射用于共享内存多核
Reshmi Mitra, B. Joshi, R. Adams
The primary purpose of the current paper is to design a fast and accurate performance model framework for exploring various thread-to-core mapping strategies (MS) and estimating steady state cycles per instruction (CPI). It is directed towards efficiently exploring these performance metrics for large parallel applications for shared memory multicores. This work establishes a hybrid Markov Chain Model (MCM) and Model Tree (MT) based system-level performance prediction model framework. The model is validated with an Electromagnetics application for 12 different mapping strategies. The average performance prediction error is 0.168% with standard deviation of 3.866%. The total run time of model is of the order of minutes, whereas the actual application execution time is in terms of several days.
本文的主要目的是设计一个快速准确的性能模型框架,用于探索各种线程到核映射策略(MS)和估计每指令稳态周期(CPI)。它旨在为共享内存多核的大型并行应用程序有效地探索这些性能指标。本文建立了一个基于混合马尔可夫链模型和模型树的系统级性能预测模型框架。在电磁学应用中对12种不同的映射策略进行了验证。平均性能预测误差为0.168%,标准差为3.866%。模型的总运行时间大约是几分钟,而实际的应用程序执行时间是几天。
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引用次数: 0
RainbowRate: MIMO rate adaptation in 802.11n WiLD links RainbowRate: 802.11n WiLD链路的MIMO速率适应
Z. Zhao, Fucheng Zhang, Shaoping Guo, Xiangyang Li, Junze Han
Legacy 802.11b/g protocols have been successfully applied in wireless long-distance (WiLD) networks to provide low-cost network connectivity for rural areas and developing countries, by designing TDMA MAC protocols. In contrast, we investigate the performance, and enhancement of using 802.11n for WiLD networks still using CSMA/CA. Our extensive experiments from our testbed show that, although 802.11n with CSMA/CA can provide network connectivity in WiLD environment, it suffers from poor performance. We thus propose RainbowRate, an efficient rate adaptation mechanism specified for WiLD links. RainbowRate leverages unique features found in WiLD links. We implement RainbowRate in off-the-shelf platforms and evaluate various aspects of our design using a testbed consisting of 6 mesh routers and 7 long-distance links, with the longest link length 20 km. Our experiment results show that RainbowRate out-performs state-of-the-art RA algorithms (MiRA, Ath9k and Minstrel) significantly in terms of throughput.
传统的802.11b/g协议已经成功地应用于无线长途(WiLD)网络,通过设计TDMA MAC协议,为农村地区和发展中国家提供低成本的网络连接。相比之下,我们研究了在仍然使用CSMA/CA的WiLD网络中使用802.11n的性能和增强。我们在测试台上进行的大量实验表明,尽管带有CSMA/CA的802.11n可以在WiLD环境中提供网络连接,但它的性能较差。因此,我们提出了RainbowRate,这是一种为WiLD链路指定的有效速率适应机制。RainbowRate利用了WiLD链接中的独特功能。我们在现成的平台上实现了RainbowRate,并使用由6个网状路由器和7条长距离链路组成的测试平台评估了我们设计的各个方面,最长链路长度为20公里。我们的实验结果表明,RainbowRate在吞吐量方面明显优于最先进的RA算法(MiRA, Ath9k和Minstrel)。
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引用次数: 9
A centralized latency optimization solution for tree-based application layer multicast 基于树的应用层多播集中延迟优化方案
Xinchang Zhang, Weidong Gu, Lu Wang, Xiaomin Zhu, Meng Sun
Most application layer multicast (ALM) protocols build the delivery tree by the distributed way, which is necessary for large-scale group applications because of its good scalability. However, it is difficult for the distributed way to obtain high performance. To address the above problem, we study a VM-assisted ALM tree optimization solution (called ALMTO). The proposed solution uses cloud virtual machines (VMs) to collect the structure information on the ALM tree, and uses a centralized way to effectively reduce average latency of the ALM tree built by the distribute way.
大多数应用层组播(ALM)协议采用分布式方式构建交付树,这种方式具有良好的可扩展性,是大规模群组应用所必需的。然而,分布式方式很难获得高性能。为了解决上述问题,我们研究了一种vm辅助ALM树优化方案(称为ALMTO)。该方案利用云虚拟机(vm)收集ALM树的结构信息,并采用集中式的方式有效降低分布式方式构建的ALM树的平均时延。
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引用次数: 1
An extended contention period protocol for MIMO wireless networks 一种用于MIMO无线网络的扩展争用周期协议
K. Warasup, M. Hamamura
The multiple-input multiple-output (MIMO) technique has been introduced to use in wireless networks to achieve the higher bit rate. Although the bit rate is increased, the throughput in wireless networks using MIMO technique is not increased by the same ratio. A number of new media access control (MAC) protocols have been proposed to increase the throughput in the MIMO wireless networks, but more overheads are added into the transmission process. This study proposes a new MAC protocol called the extended contention period (ECP) protocol which increases the throughput in the wireless networks and reduces the overheads in the transmission process. We also develop a simulation model to evaluate the performance of the ECP protocol and compare with the carrier sense multiple access with collision avoidance (CSMA/CA) protocol.
多输入多输出(MIMO)技术被引入到无线网络中以实现更高的比特率。在使用MIMO技术的无线网络中,虽然比特率提高了,但吞吐量并没有按相同的比例增加。为了提高MIMO无线网络的吞吐量,人们提出了许多新的媒体访问控制(MAC)协议,但在传输过程中增加了更多的开销。本研究提出了一种新的MAC协议,称为扩展争用期(ECP)协议,以提高无线网络的吞吐量并降低传输过程中的开销。我们还开发了一个仿真模型来评估ECP协议的性能,并与载波感知多址免碰撞(CSMA/CA)协议进行了比较。
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引用次数: 2
Accurate statistical performance modeling and validation of out-of-order processors using Monte Carlo methods 使用蒙特卡罗方法的乱序处理器的精确统计性能建模和验证
Waleed Alkohlani, Jeanine E. Cook, J. Cook
Although simulation is an indispensable tool in computer architecture research and development, there is a pressing need for new modeling techniques to improve simulation speeds while maintaining accuracy and robustness. It is no longer practical to use only cycle-accurate processor simulation (the dominant simulation method) for design space and performance studies due to its extremely slow speed. To address this and other problems of cycle-accurate simulation, we propose a fast and accurate statistical modeling methodology based on Monte Carlo methods to model the performance of modern out-of-order processors. Using these statistical models, simulation and performance prediction can be achieved in seconds regardless of the modeled application's size. This paper presents the proposed methodology and its first application to model a modern out-of-order execution processor. We present a statistical model for the Opteron (Magny-Cours) processor and validate it against real hardware. Using SPEC CPU2006 and Mantevo benchmarks, the model can predict performance in terms of cycles-per-instruction within 4.79% of actual on average. We also present a novel method for generating CPI stacks which are CPI representations that quantify the contribution of individual performance components to the total CPI. To further validate these CPI stacks, we use a detailed processor simulator, build a statistical model of the simulator architecture, validate the model against the simulator, and then proceed to validate the CPI stacks predicted by our statistical model. The average CPI prediction error is 5.6%, and the average difference between the predicted and measured CPI components is 1.3% with a maximum difference of 5.4%.
虽然仿真是计算机体系结构研究和开发中不可或缺的工具,但迫切需要新的建模技术来提高仿真速度,同时保持准确性和鲁棒性。由于速度极慢,仅使用周期精确的处理器仿真(主流仿真方法)进行设计空间和性能研究已不再实用。为了解决这个问题和其他周期精确仿真的问题,我们提出了一种基于蒙特卡罗方法的快速准确的统计建模方法来模拟现代乱序处理器的性能。使用这些统计模型,无论建模的应用程序的大小如何,都可以在几秒钟内实现模拟和性能预测。本文介绍了所提出的方法及其在现代乱序执行处理器建模中的首次应用。我们提出了Opteron (Magny-Cours)处理器的统计模型,并在实际硬件上进行了验证。使用SPEC CPU2006和Mantevo基准测试,该模型可以在实际平均4.79%的范围内预测每指令周期的性能。我们还提出了一种生成CPI堆栈的新方法,CPI堆栈是量化单个性能组件对总CPI的贡献的CPI表示。为了进一步验证这些CPI堆栈,我们使用了一个详细的处理器模拟器,构建了模拟器体系结构的统计模型,根据模拟器验证模型,然后继续验证统计模型预测的CPI堆栈。CPI预测平均误差为5.6%,预测值与实测值的平均差值为1.3%,最大差值为5.4%。
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引用次数: 2
Prediction and correction of traffic matrix in an IP backbone network IP骨干网流量矩阵的预测与校正
Wei Liu, Ao Hong, Liang Ou, Wenchao Ding, Ge Zhang
The prediction of traffic matrices (TM) is critical for many IP network management tasks. With the recent development of high-speed traffic measurement technologies, complete TM could be collected from operational IP networks. In this paper, we report our efforts in predicting the TM measured from a real IP backbone network in China. The new problem here is how to deal with the rich but noisy TM data and predict various traffics, ranging from the original-destination (OD) flow traffic, the node traffic to the total network traffic. After examining the traffic characteristics, we choose the node traffic as the principal data for prediction, and propose three prediction and correction methods: Independent Node Prediction (INP), Total Matrix Prediction with Key Element Correction (TMP-KEC) and Principle Component Prediction with Fluctuation Component Correction (PCP-FCC). TMP-KEC and PCP-FCC are designed with different purposes, i.e., for smaller prediction errors of the total network and the OD flows, respectively. The results show that, INP performs worst; TMP-KEC efficiently reduces the prediction errors of the large matrix elements; while, PCP-FCC achieves smaller average prediction errors for the elements as well as the complete matrix.
流量矩阵的预测是许多IP网络管理任务的关键。随着高速流量测量技术的发展,可以从可运行的IP网络中收集完整的TM。在本文中,我们报告了我们对中国真实IP骨干网测量的TM的预测工作。这里的新问题是如何处理丰富但有噪声的TM数据,并预测各种流量,从原始目的地流量、节点流量到网络总流量。在考察流量特征的基础上,选择节点流量作为预测的主数据,提出了独立节点预测(INP)、总矩阵预测结合关键元校正(TMP-KEC)和主成分预测结合波动分量校正(PCP-FCC)三种预测与校正方法。TMP-KEC和PCP-FCC的设计目的不同,即对总网和OD流量的预测误差分别较小。结果表明,INP算法性能最差;TMP-KEC有效地降低了大矩阵元素的预测误差;而PCP-FCC对元素和完整矩阵的平均预测误差较小。
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引用次数: 12
ReMA: Real-time 3D video streaming system for mobile devices ReMA:移动设备的实时3D视频流系统
Suk kyu Lee, Hyunsoon Kim, Woonghee Lee, Hwantae Kim, Jongtack Jung, Hwangnam Kim
User's multimedia interaction is facing a paradigm shift from 2D to 3D videos. Nonetheless, it is still difficult to watch 3D videos with a mobile device. With current technological barrier in wireless networking, it is hardly imagined that the timely transmission for a 3D video streaming could be feasible with the mobile device. In this paper, we propose ReMA, a novel 3D video distribution system based on a lightweight compression, a linkadaptive transmission scheme, and a network-side assistance for processing capability. ReMA consists of a 3D data transmitter, a receiver, and an infrastructure for generating and distributing 3D videos. We implemented the proposed system in a real testbed and conducted a thorough empirical evaluation study. Based on the empirical results, the proposed system presents a great promise in streaming 3D video in real-time to the mobile device.
用户的多媒体交互正面临着从2D视频到3D视频的范式转变。尽管如此,用移动设备观看3D视频仍然很困难。在目前无线网络的技术壁垒下,很难想象3D视频流在移动设备上的及时传输是可行的。本文提出了一种基于轻量级压缩、链路自适应传输方案和网络侧辅助处理能力的新型3D视频分发系统ReMA。ReMA由一个3D数据发射器、一个接收器和一个用于生成和分发3D视频的基础设施组成。我们在一个真实的测试平台上实现了所提出的系统,并进行了彻底的实证评估研究。实验结果表明,该系统在移动设备实时传输3D视频方面具有很大的前景。
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引用次数: 2
Effects of quality of service schemes on the capacity and dimensioning of LTE networks 服务质量方案对LTE网络容量和规模的影响
Fatima Furqan, D. Hoang, I. Collings
With high data rate and mobility support wireless networks are becoming an integral part of the ubiquitous broadband access. Appropriate dimensioning of the wireless access networks is essential to satisfy users' Quality of Service (QoS) requirements. Once the network is dimensioned, dynamic variations in traffic or population distribution can affect the capability of the network to deliver the agreed QoS of connections. Consequently, re-dimension the network may be necessary. Current researches do not discuss the effects of QoS schemes on the capacity of the network. In this paper, we investigate the impact of QoS schemes on the capacity of the network. The objective is to determine the capability of the network to deal with the variations in the demography of the covered area and the user's traffic profile with the proposed QoS schemes including Congestion Control (CC) and Radio Admission Control (RAC). Different scenarios are presented to evaluate the effects of QoS schemes on the capacity of the network. This investigation will assist network operators to determine the point after which the network needs to be re-dimensioned.
随着高数据速率和移动性的支持,无线网络正在成为无处不在的宽带接入的一个组成部分。无线接入网的适当尺寸是满足用户对服务质量(QoS)要求的关键。一旦确定了网络的维度,流量或人口分布的动态变化就会影响网络提供约定的连接QoS的能力。因此,可能需要重新定义网络的维度。目前的研究没有讨论QoS方案对网络容量的影响。在本文中,我们研究了QoS方案对网络容量的影响。目标是确定网络处理覆盖区域人口统计变化和用户流量概况的能力,所提出的QoS方案包括拥塞控制(CC)和无线电允许控制(RAC)。提出了不同的场景来评估QoS方案对网络容量的影响。这项调查将帮助网络运营商确定网络需要重新规划的时间点。
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引用次数: 5
Blackbox security evaluation of chromecast network communications chromecast网络通信黑箱安全性评价
Ali Tekeoglu, A. Tosun
Chromecast is a small, system-on-chip device, that plugs into the HDMI port of a larger screen and turns it into a smart screen. It is designed for multimedia streaming in a home-network environment. By setting up Chromecast, you can stream videos onto a larger screen and control it from a mobile device such as a smart-phone, tablet or a laptop. We examined the network packets exchanged between the smaller remote control device and the Chromecast attached larger screen. While Chromecast encrypts most of the content, remote control device sends control packets to the remote servers in the clear-text, which makes it vulnerable to reply-attacks or session-hijacking attacks. Besides, data transmission pattern leak personal information outside of the home-network, raising privacy concerns. Network protocols used by Chromecast are investigated and known vulnerabilities are listed. A method to detect the existence of Chromecast behind a home-router is proposed.
Chromecast是一款小型的片上系统设备,可以插入大屏幕的HDMI端口,将其变成智能屏幕。它是为家庭网络环境中的多媒体流媒体而设计的。通过设置Chromecast,你可以将视频流传输到更大的屏幕上,并通过智能手机、平板电脑或笔记本电脑等移动设备进行控制。我们检查了较小的远程控制设备和附带较大屏幕的Chromecast之间交换的网络数据包。虽然Chromecast对大部分内容进行加密,但远程控制设备将控制报文以明文形式发送给远程服务器,容易受到应答攻击或会话劫持攻击。此外,数据传输模式泄露了家庭网络之外的个人信息,引起了人们对隐私的担忧。调查了Chromecast使用的网络协议并列出了已知的漏洞。提出了一种检测家庭路由器背后是否存在Chromecast的方法。
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引用次数: 12
期刊
2014 IEEE 33rd International Performance Computing and Communications Conference (IPCCC)
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