基于云自适应遗传算法的NoC映射研究

NoC映射是NoC设计中的重要步骤,映射结果的优劣对NoC的QoS约束和通信功耗有着很大的影响。提出一种采用云自适应遗传算法实现NoC映射的方案,该算法利用云模型对传统遗传算法加以改进,以此新方法自动调整遗传算法过程中的交叉概率和变异概率,从而达到优化遗传算法的目的。结合NoC映射中的具体问题,在功耗和延时约束的限制条件下,建立了延时约束下的NoC映射功耗数学模型。实验表明,该方法在NoC映射中取得了良好的效果,降低了通信功耗。     

保证QoS的片上网络低能耗映射与路由方法

为解决二维mesh片上网络的服务质量和低能耗问题,提出基于最优化搜索的拓扑映射与路由方法Q-LEMR．该方法以降低芯片通信能耗为目标,在保证系统延迟与带宽的服务质量的前提下,自动将给定应用的IP核映射到片上网络结构上,并为通信踪迹定制设计确定的、非死锁的最短路径路由;同时通过加速策略使映射和路由的计算在可接受的时间范围内完成．实验结果表明,Q—LEMR较现有工作平均降低通信能耗28．8％,并满足服务质量要求．     

An integrated,programming model-driven framework for NoC–QoS support in cluster-based embedded many-cores

Embedded SoC designs are embracing the many-core paradigm to deliver the required performance to run an ever-increasing number of applications in parallel. Networks-on-Chip (NoC) are considered as a convenient technology to implement many-core embedded platforms. The complex and non-uniform nature of the traffic flows generated when multiple parallel applications are running simultaneously calls for Quality-of-Service (QoS) extensions in the NoC, but to efficiently exploit similar services it is necessary to expose them to the software in a easy-to-use yet efficient manner. In this paper we present an integrated hardware/software approach for delivering QoS on top of an hybrid OpenMP-MPI parallel programming model. Our experimental results show the effectiveness of our proposal over a broad range of benchmarks and application mappings, demonstrating the ability to manage parallelism under QoS requirements effortlessly from the programming model.     

User satisfaction aware routing and energy modeling of polymorphic network on chip architecture

In mobile devices, multiple applications contend for limited resources in the underlying embedded system framework. Application resource requirements in mobile systems vary by computation needs, energy consumption and user interaction frequency. Quality of service (QoS) is the predominant metric of choice to manage resources among contending applications. Resource allocation policies to support static QoS for applications do not reflect the changing demands of the user in contemporary network on chip (NoC) based embedded architectures. User satisfaction with the user interactions and user interface design ought to be the primary design driver. Some recent research has integrated a saturating, non-linear user satisfaction function in the application thread scheduler. The application and operating system level user satisfaction research assumes that the throughput of inter-thread edges is limited only by the computational constraints of the nodes. With NoC, however, NoC resource allocation policies play an important role in determining the inter-thread communication flow’s throughput and the resulting application level user satisfaction. In this paper, we filter down the user satisfaction from an application layer attribute to a router level attribute to improve the resource and energy utilization for routing in order to leverage the user satisfaction at the application and system level. We demonstrate that this technique improves the user satisfaction of audio (MP3) application by 10% while maintaining the user satisfaction of video (MPEG-2) application. Experiments also show that a fixed energy source can be extended for an average of 18% of the time using the NoC user satisfaction based energy optimization proposed in this research.     

基于虫孔交换的NoC映射和通讯参数自动化设计方法研究

NoC映射和通讯参数设计是NoC设计过程中非常重要的部分,其结果直接影响NoC的性能、面积和功耗。本文将NoC映射问题和通讯参数设计问题统一考虑,首先对NoC映射问题进行了形式化定义,然后提出了基于虫孔交换的NoC延迟性能分析方法,根据应用的通讯延迟约束,将应用模型映射到NoC拓扑结构上,并自动设计出NoC通讯参数。实验表明,本文所提出的延迟性能分析方法比以往方法精确7%~13%,映射结果和通讯参数设计更优。     

基于虫孔交换的NoC映射和通讯参数自动化设计方法研究

NoC映射和通讯参数设计是NoC设计过程中非常重要的部分,其结果直接影响NoC的性能、面积和功耗。本文将NoC映射问题和通讯参数设计问题统一考虑,首先对NoC映射问题进行了形式化定义,然后提出了基于虫孔交换的NoC延迟性能分析方法,根据应用的通讯延迟约束,将应用模型映射到NoC拓扑结构上,并自动设计出NoC通讯参数。实验表明,本文所提出的延迟性能分析方法比以往方法精确7%～13%,映射结果和通讯参数设计更优。     

具有服务质量保障的片上网络路由仲裁控制

片上网络(Network on Chip,NoC)通过仲裁机制控制各个端口间的数据交换。经典的RR(Round-Robin)算法保障了各端口间的公平性,但却难以为时延敏感业务提供具有低数据交换等待时延的QoS保障。为此,提出一种区分优先级并行调度RR(PP-RR)算法,其根据端口数据负载提供区分优先级服务,高优先级端口数据享有更多仲裁成功机会。采用并行调度两级轮控制模型实现了对PP-RR仲裁算法的数学建模,获得了时延性能的数学解析。     

三维片上网络研究综述

三维片上网络以其更短的全局互连、更高的封装密度、更小的体积等诸多优势,已引起国内外学术界和产业界的高度重视.对三维片上网络的研究,将直接影响一个国家未来三维集成电路和三维芯片产业的发展,也关系到国家安全.近年来,三维片上网络逐渐成为片上网络研究领域的一个重要方向,已取得了许多研究进展,但仍然存在许多挑战性的课题.对三维片上网络的基本问题作了简介;分析了三维片上网络在国内外的研究现状;讨论了三维片上网络研究中的关键问题,归纳出网络拓扑结构、路由机制、性能评估、通信容错、功耗、映射、测试、交换技术、服务质量、流量控制、资源网络接口等12类研究课题;分类综述了关键问题的研究进展;分析了三维片上网络存在的问题;指出,在三维片上网络拓扑结构方面:个性化拓扑结构设计、仿真平台研究开发、基于新型拓扑结构的三维芯片样片试制以及无线技术的引入等,在路由算法方面:适合3D Torus的路由算法、结合无关路由与自适应路由算法优点的新路由算法、适合各种新型拓扑结构的高效路由算法等,在性能评估方面:永久故障的容错、改进仿真程序增加对物理链路的建模、充分考虑通信的局部性等,在功耗方面:对拓扑结构/映射算法/路由算法和布局进行综合优化、动态和静态控制相结合、更为精确的3D NoC功耗模型等,在映射方面:发热均匀性、动态路由策略下映射评估模型的优化、低功耗映射算法、基于优化算法的组合映射等,都将是三维片上网络未来的重要研究课题.     

Stochastic communication for application-specific Networks-on-Chip

In this paper, we have developed analytical stochastic communication technique for inter and intra-Networks-on-Chip (NoC) communication. It not only separates the computation and communication in Networks-in-Package (NiP) but also predicts the communication performance. Moreover, it will help in tracking of the lost data packets and their exact location during the communication. Further, the proposed technique helps in building the Closed Donor Controlled Based Compartmental Model, which helps in building Stochastic Model of NoC and NiP. This model helps in computing the transition probabilities, latency, and data flow from one IP to other IP in a NoC and among NoCs in NiP. From the simulation results, it is observed that the transient and steady state response of transition probabilities give state of data flow latencies among the different IPs in NoC and among the compartments of NoCs in NiP. Furthermore, the proposed technique produces low latency as compared to the latencies being produced by the existing topologies.     

支持动态可重构片上系统的高效通信模型

针对片上网络通信延迟大、不能有效支持动态可重构等问题,提出一种新的片上通信模型GNLB。该模型在网络通信的基础上引入局部通信的思想,采用网络DMA通信机制,并利用网络接口对通信的控制,实现对动态可重构的控制。实验结果表明,基于GNLB构架的系统比基于总线和Mesh结构的系统在性能上分别提升了25％和14％,在硬件资源消耗上分别节省了15．87％和30．15％。     

片上网络的星型簇结构通信能耗研究

相对于传统的平面结构,三维片上网络具有更好的集成度和性能。提出一种基于三维网格的星型簇结构的片上网络(3D SCBM-NoC),3D SCBM-NoC可以减少路由节点,降低处理节点间的通信代价。通过分析3DSCBM-NoC的拓扑结构,建立了针对星型簇结构的片上网络通信能耗模型,分别使用顺序方法和蚁群算法实现了片上网络映射。实验结果表明,相对于处理节点规模相同且数目为16的3D Mesh-NoC和2D Mesh-NoC,3DSCBM-NoC的通信能耗明显降低。     

基于云自适应遗传算法的NoC路径分配研究

路径分配是NoC设计流程中的两个关键步骤之一;路径分配的结果对NoC系统的性能尤其是通讯延时有着很重要的影响;多约束条件下的NoC路径分配问题是NP完全问题,要求出其最优解比较困难,目前常用的方法是利用启发式算法求得其较优解;文中提出一种基于云自适应遗传算法的NoC路径分配解决方案,该算法利用云模型对传统遗传算法加以改进,采取新的方法自动调整遗传算法过程中的交叉概率pc和变异概率pm,将适应度与云模型的3个参数Ex、En、He相互结合,从而达到优化遗传算法的目的;将此算法应用于2D-Mesh拓扑结构的NoC中,以平衡链路负载和联合优化为实验目标,以优化静态通讯分配结果;实验证明,文章所采取的算法在平衡链路负载和联合优化方面均取得了良好的效果。     

Bit-accurate energy estimation for Networks-on-Chip

Networks-on-Chip (NoCs) are recognized as the solution to address the communication bottleneck in a Multi-processor System-on-Chip (MPSoC). As NoCs represent a significant part of system consumption, MPSoC designers expect accurate power models in order to produce energy efficient systems. Nowadays, NoC simulators rely on power models that integrate link models without crosstalk modeling. In this study, we present Noxim-XT, a NoC simulator based on Noxim that embeds a link power model with crosstalk modeling. We show that the crosstalk effect has a deep impact on NoC energy consumption since our results demonstrate that classical models generate errors up to 45.5% on the whole NoC energy consumption estimation. In addition, this tool is able to run application-based traffic and we show that under application-based traffics, the energy estimation made by classical models overestimates the NoC energy consumption by up to 50%.     

片上网络带宽资源QoS调度算法

提出一种片上网络带宽资源QoS调度算法。通过分布式地动态调整有保障服务(GS)连接在每个路由器中的优先级,解决共享同一物理链路的不同GS连接之间的传输冲突问题,从而保障时延、带宽和时延抖动等QoS。通过给尽力而为服务(BE)通道分配动态优先级和监控GS流量2种方法的应用,有效提高了BE数据流的服务质量及链路利用率。     

State observer controller design for packets flow control in networks-on-chip

Packet-switched networks-on-chips (NoCs) are efficient communication architectures for future multiprocessors system-on-chip (MP-SoC) platforms. However the run-time management of their communication, especially flow control from individual intellectual property (IP) in an NoC which contains large number of IPs, is a challenging task. This paper proposes a state space model for NoC with state observer controller in its feedback path. It is seen that controlling the input and output flow rates alone is not sufficient to stabilize the network, but it is also important to monitor the intermediate flow rates from the on-chip routers. This is possible through a state space model for the NoC. The state observer observes the flow rates from each on-chip router which are then treated as state space variables. These variables can be controlled by the poles placement in the feedback controller. The proposed mathematical model can also observe the required intermediate flow rates which cannot be measured directly (reduced state observer). With these observed states we can attach a state controller. With this controller the network can be stabilized by controlling the flow rates at the intermediate level.     

CoQoS: Coordinating QoS-aware shared resources in NoC-based SoCs

Contention in performance-critical shared resources affects performance and quality-of-service (QoS) significantly. While this issue has been studied recently in CMP architectures, the same problem exists in SoC architectures where the challenge is even more severe due to the contention of shared resources between programmable cores and fixed-function IP blocks. In the SoC environment, efficient resource sharing and a guarantee of a certain level of QoS are highly desirable. Researchers have proposed different techniques to support QoS, but most existing works focus on only one individual resource. Coordinated management of multiple QoS-aware shared resources remains an open problem. In this paper, we propose a class-of-service based QoS architecture (CoQoS), which can jointly manage three performance-critical resources (cache, NoC, and memory) in a NoC-based SoC platform. We evaluate the interaction between the QoS-aware allocation of shared resources in a trace-driven platform simulator consisting of detailed NoC and cache/memory models. Our simulations show that the class-of-service based approach provides a low-cost flexible solution for SoCs. We show that assigning the same class-of-service to multiple resources is not as effective as tuning the class-of-service of each resource while observing the joint interactions. This demonstrates the importance of overall QoS support and the coordination of QoS-aware shared resources.     

片上网络体系结构的研究与进展

片上网络(NoC)是基于多处理器技术的一种新型的计算集成形式，涉及硬件通信结构、中间件、操作系统通信服务、设计方法及工具等。NoC体系结构的设计重点是实现低功耗和高效通信/计算能力。该文介绍了4种新的NoC体系结构，并在同等约束下进行了功耗比较，2D网格结构的功耗最大、性能最差，聚合环面网络结构则最优。     

Performance-driven assignment and mapping for reliable networks-on-chips

Network-on-chip （NoC） communication architectures present promising solutions for scalable communication requests in large system-on-chip （SoC） designs. Intellectual property （IP） core assignment and mapping are two key steps in NoC design, significantly affecting the quality of NoC systems. Both are NP-hard problems, so it is necessary to apply intelligent algorithms. In this paper, we propose improved intelligent algorithms for NoC assignment and mapping to overcome the draw-backs of traditional intelligent algorithms. The aim of our proposed algorithms is to minimize power consumption, time, area, and load balance. This work involves multiple conflicting objectives, so we combine multiple objective optimization with intelligent algorithms. In addition, we design a fault-tolerant routing algorithm and take account of reliability using comprehensive performance indices. The proposed algorithms were implemented on embedded system synthesis benchmarks suite （E3S）. Experimental results show the improved algorithms achieve good performance in NoC designs, with high reliability.     

A reconfigurable platform for evaluating the performance of QoS networks

Nowadays, high performance System and Local Area Networks (SAN/LAN) have to serve heterogeneous traffic consisting of information flows with different bandwidth and latency requirements. This makes it necessary to provide Quality of Service (QoS) and optimize the design of network components.In this paper we present a hardware tool designed to analyze the performance of QoS networks, under given traffic conditions and server models. In particular, a reprogrammable multimedia traffic Generator/Monitor platform has been built. This permits prototyping the communication system of a high speed LAN/SAN on a single FPGA device. Hence, it can be used at design to produce more efficient devices. To illustrate the applicability of the platform we have used the Simple Multimedia Router (SMMR), an existing proposal to provide QoS.The modular structure of the tool and the fact that it has been implemented on an FPGA using a high level hardware programming language makes it flexible, scalable and easy to reconfigure. Besides, the architecture and implementation can be adapted to be used in more recent QoS NoC environments.     

改进量子算法的片上网络映射研究

片上网络（NoC）是解决片上系统（SoC）之间各个IP核通信的主要方法。其中NoC的映射是整个NoC设计过程中最为关键的步骤之一。采用一种改进的方法解决NoC映射问题,该方法基于量子进化算法,并在算法中采用一种改进的更新方法,之后引入精英策略,让所有中间过程的解都参与到迭代中,选择其中最好的解作为每次迭代的NoC映射最终解。使用该方法建立在延时约束下的NoC映射功耗数学模型,实验表明,该方法在NoC映射中能达到降低通信功耗的目的。