A popularity-based caching strategy for improved efficiency in SVRF-based multicast control-planes

IF 2.9 3区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS
Ruisi Wu;Wen-Kang Jia
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引用次数: 0

Abstract

The packet forwarding engine (PFE), a vital component of high-performance switches and routers, plays a pivotal role in rapidly selecting the appropriate output port for tens of thousands of packets. The performance of the PFE hinges on the efficacy of the group membership algorithm. In this research, we present a hybrid approach called caching scalar-pair and vectors routing and forwarding (CSVRF), which comprises virtual output port bitmap caching (VOPBC) and fractional-N SVRF, designed to address significant multicast forwarding challenges such as scalability. We achieve this through the implementation of content address memory (CAM). Within the CSVRF framework, we introduce an innovative virtual output port bitmap cache table, which encompasses the most frequently occurring combinations of output port bitmaps (OPB). Furthermore, we divide the larger scalar-pair into N subgroups to enhance the reusability of prime resources. We validate our findings using Matlab-based mathematical models and simulations. Our results demonstrate significant decreases in both memory space usage and forwarding latency. Our approach assures minimized memory consumption, faster processing, and robust scalability in high port-density settings.
基于流行度的缓存策略,提高基于 SVRF 的组播控制平面的效率
数据包转发引擎(PFE)是高性能交换机和路由器的重要组成部分,在为数以万计的数据包快速选择合适的输出端口方面发挥着关键作用。PFE 的性能取决于群成员算法的有效性。在这项研究中,我们提出了一种名为 "缓存标量对和矢量路由与转发(CSVRF)"的混合方法,其中包括虚拟输出端口位图缓存(VOPBC)和分数-N SVRF,旨在解决可扩展性等重大组播转发挑战。我们通过实施内容地址存储器(CAM)来实现这一目标。在 CSVRF 框架内,我们引入了创新的虚拟输出端口位图缓存表,其中包含最常出现的输出端口位图 (OPB) 组合。此外,我们还将较大的标量对分为 N 个子组,以提高素数资源的重用性。我们使用基于 Matlab 的数学模型和仿真验证了我们的研究结果。我们的结果表明,内存空间使用量和转发延迟都大幅减少。我们的方法可确保在高端口密度环境中最大限度地减少内存消耗、加快处理速度并实现稳健的可扩展性。
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来源期刊
CiteScore
6.60
自引率
5.60%
发文量
66
审稿时长
14.4 months
期刊介绍: The JOURNAL OF COMMUNICATIONS AND NETWORKS is published six times per year, and is committed to publishing high-quality papers that advance the state-of-the-art and practical applications of communications and information networks. Theoretical research contributions presenting new techniques, concepts, or analyses, applied contributions reporting on experiences and experiments, and tutorial expositions of permanent reference value are welcome. The subjects covered by this journal include all topics in communication theory and techniques, communication systems, and information networks. COMMUNICATION THEORY AND SYSTEMS WIRELESS COMMUNICATIONS NETWORKS AND SERVICES.
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