Most Heterogeneous Information Network (HIN) embedding methods use meta-paths to guide random walks sample from HIN and perform representation learning in order overcome the bias of traditional that are more biased towards high-order nodes. Their performance depends on suitability generated for current HIN. The definition requires domain expertise, which makes results overly dependent meta-path...

In this paper, we analyze the performance of protocols in a network that consists of both satellite and terrestrial components. One method, proposed by outside research, to improve the performance of network transfers over satellite is to use a performance enhancing proxy often dubbed spoofing. Spoofing involves the transparent splitting of a network connection between the source and destinatio...

One central problem in the network planning and optimisation of W-CDMA GEO Satellite networks is the efficient use of the limited satellite resources such as power, capacity and bandwidth, task that is under the responsibility of Radio Resource Management. Services offered by a W-CDMA satellite network can be classified as conversational, streaming, interactive and background. In this paper we ...

Geostationary satellite networks are currently considered as one of the most promising broadband access network technology for narrowing the digital divide. Though technically attractive and cost effective, the provisioning of endto-end QoS services in satellite access remains largely undefined. In order to bridge this gap, the European SATIP6 project defines a complete QoS architecture involvi...

In the network environment of the Internet and Intranet, Transmission Control Protocol (TCP) is Representative application of transport layer protocols. TCP based network specific environment and other upper-layer protocol performance should be limited according to link feature. To solve these problems for typical techniques is Enhanced-TCP based which use PEP. PEPs is placed between the degrad...

Many applied problems arising in agricultural monitoring and food security require reliable crop maps at national or global scale. Large scale crop mapping requires processing and management of large amount of heterogeneous satellite imagery acquired by various sensors that consequently leads to a “Big Data” problem. The main objective of this study is to explore efficiency of using the Google ...

Abstract Most existing heterogeneous information network (HIN) embedding methods focus on static environments while neglecting the evolving characteristic of real-world networks. Although several dynamic have been proposed, they are merely designed for homogeneous networks and cannot be directly applied in environments. To tackle above challenges, we propose a novel framework incorporating temp...