3D noc中热与拥塞感知无死锁应用的新型停止路由策略

IF 2.5 3区 工程技术 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Priyajit Mukherjee , Sayani Ghosh , Hafizur Rahaman , Santanu Chattopadhyay
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引用次数: 0

摘要

包含数百个核心的3D-Mesh noc在路由器中遭受过多的流量负载,这通常会导致热热点的产生以及严重的路由拥塞问题。目前最先进的确定性路由技术由于其严格的路径选择策略而无法平衡这种巨大的流量负载。另一方面,自适应路由技术需要额外的温度和流量检测和管理电路以及计算密集型的路由器架构。因此,为了利用片上网络(NoC)架构的基本优势,如简单性和可扩展性,本工作实现了一种新的确定性路由技术,该技术通过在源路由器和目标路由器之间的路径中添加中途路由器,有效地调整目标应用程序的路由路径。采用离散粒子群算法(DPSO)和模拟退火算法(SA)相结合的方法对半路由器的位置进行了优化选择,从而降低了网络的流量负载变化和芯片的峰值温度。基于中途路由器的离线定位,提出了一种停止路由算法,将数据包从源路由器传输到中途路由器,然后再传输到目的路由器。使用PARSEC和SPLASH-2基准来生成目标流量模式。实验结果表明,当应用于标准确定性路由技术-热感知选择性绕路(TSD),向下XYZ (DR), XYZ和ZXY路由时,所提出的停止路由策略能够显著降低芯片温度(高达10°C)和流量负载方差(高达42%)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Thermal and Congestion-aware Deadlock-free Application-specific Novel Halted Routing Strategy in 3D NoCs
3D-Mesh NoCs containing hundreds of cores suffer from excessive traffic loads in the routers which often lead to the creation of thermal hotspots as well as severe routing congestion issues. The state-of-the-art deterministic routing techniques fail to balance this huge traffic loads due to their rigid path selection policy. On the other hand, adaptive routing techniques require additional temperature- and traffic-detection and management circuits as well as computation-intensive router architectures. Therefore, to harness the fundamental benefits of Network-on-Chip (NoC) architectures such as simplicity and scalability, this work implements a novel deterministic routing technique which efficiently adjusts the routing paths for a target application by adding a halt router in the path between the source and destination routers. A combination of Discrete Particle Swarm Optimization (DPSO) and Simulated Annealing (SA) algorithms have been used to optimally select the halt routers’ positions such that both the traffic load variance of the network and the peak temperature of the chip get reduced. Based on the offline positioning of halt routers a halted routing algorithm has been used to transfer the packets from source to halt router and then halt to destination router. PARSEC and SPLASH-2 benchmarks are used to generate the target traffic patterns. The experimental results show that the proposed halted routing strategy is able to produce significant reduction in both chip temperature (up to 10 °C) and traffic-load variance (up to 42%) when applied on the standard deterministic routing techniques - Thermal-aware Selective Detour (TSD), Downward-XYZ (DR), XYZ, and ZXY routings.
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来源期刊
Integration-The Vlsi Journal
Integration-The Vlsi Journal 工程技术-工程:电子与电气
CiteScore
3.80
自引率
5.30%
发文量
107
审稿时长
6 months
期刊介绍: Integration''s aim is to cover every aspect of the VLSI area, with an emphasis on cross-fertilization between various fields of science, and the design, verification, test and applications of integrated circuits and systems, as well as closely related topics in process and device technologies. Individual issues will feature peer-reviewed tutorials and articles as well as reviews of recent publications. The intended coverage of the journal can be assessed by examining the following (non-exclusive) list of topics: Specification methods and languages; Analog/Digital Integrated Circuits and Systems; VLSI architectures; Algorithms, methods and tools for modeling, simulation, synthesis and verification of integrated circuits and systems of any complexity; Embedded systems; High-level synthesis for VLSI systems; Logic synthesis and finite automata; Testing, design-for-test and test generation algorithms; Physical design; Formal verification; Algorithms implemented in VLSI systems; Systems engineering; Heterogeneous systems.
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