In this paper we first propose a generic multi-stage graph based algorithm as an alternative algorithm for Service Function Chain (SFC) deployments. Simulation results demonstrate that the proposed algorithm is optimized in terms of resource utilization, resulting in a 10% improvement in terms of ...
动机 首先, 由于很难改变GCNs固有的浅层结构, 如何设计一种基于GCNs的一致高效的训练算法来提高其在标签节点较少的图上的泛化性能? 其次, 如何利用基于大量未标记数据的自监督学习方法的优势, 来提高所提出的训练算法的性能? 贡献 我们首先探讨了在标签节点较少的图上GCNs的层效应的存在性, 揭示了GCNs需要更多的...
The authors present an O(n)-time algorithm for standard cell placement on the constrained multistage graph (CMSG) model. The first step of this algorithm performs the row assignment of each cell by converting the circuit connectivity into the CMSG, where each stage of the CMSG corresponds to ...
1. The multi-stage weighted directed graph model for the problem is set up. 旅行总费用最小路线问题是生活实际中常见的一类问题,本文建立了该类问题的赋权多阶段有向图模型。2. In this paper,we study the shortest path problem of the multi-stage weighted directed graph and several solutions to ...
The proposed network, termed multi-stage graph convolutional network (MS-GCN), combines the spatial-temporal graph convolutional network (ST-GCN) and the multi-stage temporal convolutional network (MS-TCN). The ST-GCN captures the ... B Filtjens,P Ginis,A Nieuwboer,... 被引量: 0发表: 20...
Commit your changes and wait for your develop branch to deploy. Once done, create a pull request to your main branch and merge it. You should see your production environment deploy! Conclusion In this chapter, we saw how to deploy a CDK application to AWS using GitHub actions. While there...
Most existing graph-based approaches use common neighbor-based measures, which only consider direct adjacency. In this work we propose new similarity measures for patents in a patent citation network using only the patent citation network structure. The proposed similarity measures leverage direct and ...
引入图神经网络:为了解决多智能体空战的实际应用问题,本文引入了图神经网络来提取智能体之间的通信关系,并提出了一种基于软硬两阶段图注意力机制的多智能体通信方法。 实验验证:在模拟空战环境中进行综合实验,结果表明该方法能有效表示智能体之间的交互关系,从而在模拟空战场景中显著提高UAV的学习性能。
Formal semantics of the identity-based change is given based on multi-stage graph and set theory. A binary relation model is defined. With regard to ... SS Wang,DY Liu,FM Gu,... - 《Chinese Journal of Computers》 被引量: 1发表: 2012年 Hierarchical Policy Network with Multi-agent for...
We formalize the cross- node deployment as a graph min-cut problem. Each microservice is a node in the graph and the communication between microserives corresponds to the edge between two nodes. The communication data sizes are used as the weights of the edges. Our policy tries to divide ...