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A Configurable Hardware Architecture for Runtime Application of Network Calculus 网络微积分运行时应用的可配置硬件体系结构
IF 1.5 4区 计算机科学 Q3 COMPUTER SCIENCE, THEORY & METHODS Pub Date : 2021-04-02 DOI: 10.1007/s10766-021-00700-7
Xiao Hu, Zhonghai Lu

Network Calculus has been a foundational theory for analyzing and ensuring Quality-of-Service (QoS) in a variety of networks including Networks on Chip (NoCs). To fulfill dynamic QoS requirements of applications, runtime application of network calculus is essential. However, the primitive operations in network calculus such as arrival curve, min-plus convolution and min-plus deconvolution are very time consuming when calculated in software because of the large volume and long latency of computation. For the first time, we propose a configurable hardware architecture to enable runtime application of network calculus. It employs a unified pipeline that can be dynamically configured to efficiently calculate the arrival curve, min-plus convolution, and min-plus deconvolution at runtime. We have implemented and synthesized this hardware architecture on a Xilinx FPGA platform to quantify its performance and resource consumption. Furthermore, we have built a prototype NoC system incorporating this hardware for dynamic flow regulation to effectively achieve QoS at runtime.

网络微积分已经成为分析和保证包括片上网络在内的各种网络服务质量(QoS)的基础理论。为了满足应用程序的动态QoS需求,网络演算的运行时应用是必不可少的。然而,网络微积分中的到达曲线、最小加卷积和最小加反卷积等基本运算,由于计算量大、延迟长,在软件中计算时非常耗时。我们首次提出了一种可配置的硬件架构来实现网络演算的运行时应用。它采用统一的流水线,可以动态配置,在运行时有效地计算到达曲线、最小加卷积和最小加反卷积。我们已经在Xilinx FPGA平台上实现并合成了该硬件架构,以量化其性能和资源消耗。此外,我们还构建了一个原型NoC系统,将该硬件用于动态流量调节,以有效地实现运行时的QoS。
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引用次数: 1
Predicting the Soft Error Vulnerability of Parallel Applications Using Machine Learning 利用机器学习预测并行应用程序的软错误漏洞
IF 1.5 4区 计算机科学 Q3 COMPUTER SCIENCE, THEORY & METHODS Pub Date : 2021-03-28 DOI: 10.1007/s10766-021-00707-0
Işıl Öz, Sanem Arslan
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引用次数: 1
Segmented Merge: A New Primitive for Parallel Sparse Matrix Computations 分割归并:一种新的并行稀疏矩阵计算原语
IF 1.5 4区 计算机科学 Q3 COMPUTER SCIENCE, THEORY & METHODS Pub Date : 2021-03-26 DOI: 10.1007/s10766-021-00695-1
H. Ji, Shibo Lu, Kaixi Hou, Hao Wang, Zhou Jin, Weifeng Liu, B. Vinter
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引用次数: 3
Bounds Checking on GPU GPU边界检查
IF 1.5 4区 计算机科学 Q3 COMPUTER SCIENCE, THEORY & METHODS Pub Date : 2021-03-25 DOI: 10.1007/s10766-021-00703-4
Troels Henriksen
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引用次数: 3
Compiler-assisted Operator Template Library for DNN Accelerators DNN加速器的编译器辅助运算符模板库
IF 1.5 4区 计算机科学 Q3 COMPUTER SCIENCE, THEORY & METHODS Pub Date : 2021-03-25 DOI: 10.1007/s10766-021-00701-6
Jiansong Li, Wei Cao, Xiao-jun Dong, Guangli Li, Xueying Wang, Peng Zhao, Lei Liu, Xiaobing Feng
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引用次数: 1
High-performance Migration Tool for Live Container in a Workflow 工作流中活动容器的高性能迁移工具
IF 1.5 4区 计算机科学 Q3 COMPUTER SCIENCE, THEORY & METHODS Pub Date : 2021-03-23 DOI: 10.1007/s10766-021-00697-z
Zhanyuan Di, En Shao, Guangming Tan
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引用次数: 4
RDMA-Based Apache Storm for High-Performance Stream Data Processing 基于RDMA的Apache Storm高性能流数据处理
IF 1.5 4区 计算机科学 Q3 COMPUTER SCIENCE, THEORY & METHODS Pub Date : 2021-03-18 DOI: 10.1007/s10766-021-00696-0
Ziyu Zhang, Zitan Liu, Qingcai Jiang, Junshi Chen, Hong An
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引用次数: 7
Editor’s Note: Special Issue on High-level Programming for Heterogeneous Parallel Systems (2019) 编者按:异构并行系统高级编程特刊(2019)
IF 1.5 4区 计算机科学 Q3 COMPUTER SCIENCE, THEORY & METHODS Pub Date : 2021-03-16 DOI: 10.1007/s10766-021-00705-2
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引用次数: 0
Editor’s Note: Special Issue on International Embedded Systems Symposium (2019) 编者按:2019年国际嵌入式系统研讨会特刊
IF 1.5 4区 计算机科学 Q3 COMPUTER SCIENCE, THEORY & METHODS Pub Date : 2021-03-16 DOI: 10.1007/s10766-021-00706-1
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引用次数: 0
A Map-Reduce Approach for the Dijkstra Algorithm in SDN Over Osmotic Computing Systems 渗透计算系统SDN中Dijkstra算法的映射约简方法
IF 1.5 4区 计算机科学 Q3 COMPUTER SCIENCE, THEORY & METHODS Pub Date : 2021-03-09 DOI: 10.1007/s10766-021-00693-3
M. Fazio, Alina Buzachis, A. Galletta, A. Celesti, J. Wan, A. Longo, M. Villari
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引用次数: 2
期刊
International Journal of Parallel Programming
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