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In the 5G era, radio IP capacity is expected to reach 20 Gbit/s per sector, and ultra-large content traffic will travel across the faster wireless/wireline access network and packet core network. Also massive and mission-critical IoT is the main differentiator of 5G services. These types of real-time and large-bandwidth consuming services require radio latency of less than 1ms, and end-to-end latency...
Recurrent neural network (RNN) has been broadly applied to natural language processing (NLP) and machine translation problems, by creating a deep learning model for sequential data. Hanmun is a Korean term for Chinese characters, and there are many cases in which Korean is pronounced by borrowing only the Chinese characters. Also, there are proper nouns and place names in the traditional Korean which...
Recently, a micro-service architecture has been adopted to an edge device in smart factory due to its maintainability and scalability. In the architecture, all services are generally implemented as Docker containers and deployed by Docker APIs which might be harsh to a factory operator. In this paper, we propose an easy-to-use web-based service deployment method for containerized service to in-factory...
Research on a new solution supporting low latency, high reliability, and scalability is required to deal with ever-increasing demand for wireless communication. However, it is often restricted due to the fact that setting up experiments needs a considerable amount of effort and cost. To alleviate such difficulties, the WiSHFUL project has been established, which proposes an architecture for flexible...
The Internet was designed to support host-oriented services. However, users are typically interested in the content itself rather than the location of the content. As the usage of the Internet for content retrieval is increasing rapidly, some intelligent methods have to be employed in the base stations to provide faster and seamless content delivery. In this paper, we propose a CCN-based fast content...
Software Defined Networking (SDN) has proved to be a promising approach for creating next generation software based network ecosystems. It has provided us with a centralized network provision, a holistic management plane and a well-defined level of abstraction. But, at the same time brings forth new security and management challenges. Research in the field of SDN is primarily focused on reconfiguration,...
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