• Title/Summary/Keyword: Next generation Networking

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A reinforcement learning-based network path planning scheme for SDN in multi-access edge computing

  • MinJung Kim;Ducsun Lim
    • International journal of advanced smart convergence
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    • v.13 no.2
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    • pp.16-24
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    • 2024
  • With an increase in the relevance of next-generation integrated networking environments, the need to effectively utilize advanced networking techniques also increases. Specifically, integrating Software-Defined Networking (SDN) with Multi-access Edge Computing (MEC) is critical for enhancing network flexibility and addressing challenges such as security vulnerabilities and complex network management. SDN enhances operational flexibility by separating the control and data planes, introducing management complexities. This paper proposes a reinforcement learning-based network path optimization strategy within SDN environments to maximize performance, minimize latency, and optimize resource usage in MEC settings. The proposed Enhanced Proximal Policy Optimization (PPO)-based scheme effectively selects optimal routing paths in dynamic conditions, reducing average delay times to about 60 ms and lowering energy consumption. As the proposed method outperforms conventional schemes, it poses significant practical applications.

Evolution of Context Aware Services in Next Generation Mobile Service Environment (차세대 이동통신 서비스 환경에서의 상황 인식 서비스 진화)

  • Bae, Jung-Sook;Sihn, Gyung-Chul;Lee, Jae-Yong;Kim, Byung-Chul
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.10A
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    • pp.960-967
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    • 2006
  • Mobile communication is evolving toward next generation system that is capable to provide ubiquitous human-centric services with giving no restriction on time and location. In particular, context-awareness will be realized using various sensors and devices and related technologies under the ubiquitous Next Generation (NG) mobile communications environment where user's demand and surrounding context are changing dynamically. By such context awareness, context aware service which provides best suitable services for a user by analyzing user's needs and situational information, will be one of the promising NG mobile services. In this article, we propose NG mobile service environment with focusing on generic service traffic flows supported by the NG service platform which gives various means of connecting users and service providers. Then, we propose evolutional phases of context-aware services based on ranges of context information and evolutional trend of telecommunication technologies and networking environment in NG mobile service environment.

A Hybrid Software Defined Networking Architecture for Next-Generation IoTs

  • Lee, Ahyoung;Wang, Xuan;Nguyen, Hieu;Ra, Ilkyeun
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.12 no.2
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    • pp.932-945
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    • 2018
  • Everything in the world is becoming connected and interactive due to the Internet. The future of interactive smart environments such as smart cities, smart industries, or smart farms demand high network bandwidth, high network flexibility, and self-organization systems without costly hardware upgrades, and they provide a sustainable, scalable, and replicable smart environment backbone infrastructure. This paper presents a new Hybrid Software-Defined architecture for integrating Internet-of-Things technologies that are essential technologies for smart environments. It combines a software-defined networking infrastructure and a real-time distributed network framework with an advanced optimization to enable self-configuration, self-management, and self-adaption for providing seamless communication and efficiently managing a vast number of smart heterogeneous devices.

An Analytical Traffic Model of Control Plane and Application Plane in Software-Defined Networking based on Queuing Theory (대기행렬 이론 기반 SDN 제어 평면 및 응용 평면의 트래픽 성능 분석 모델)

  • Lee, Seungwoon;Roh, Byeong-hee
    • The Journal of Korean Institute of Next Generation Computing
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    • v.15 no.4
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    • pp.80-88
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    • 2019
  • Software Defined Networking (SDN) is the future network paradigm of decoupling control and data functions. In SDN structure, it is hard to address scalability in case of large-scale networks because single controller managed thousands of switches in a centralized fashion. Most of previous studies have focused on horizontal scalability, where distributed controllers are assigned to network devices. However, they have abstracted the control plane and the application plane into a single controller. The layer of the common SDN architecture is divided into data plane, control plane, and application plane, but the control plane and application plane have been modeled as a single controller although they are logically separated. In this paper, we propose a analytical traffic model considering the both application plane and control plane based on queuing theory. This model can be used to address scalability issues such as controller placement problem without complicated simulations.

An Integrated Network Control Framework for the Next-Generation Optical Internet (차세대 광 패킷 인터넷을 위한 통합 네트워크 제어 구조)

  • Park, Sung-Yong
    • Journal of Institute of Control, Robotics and Systems
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    • v.6 no.8
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    • pp.666-671
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    • 2000
  • With the current advances in optical WDM (Wavelength Division Multiplexing) networking technologies and the increasing demand for network bandwidth the Next Generation Internet is expected to be a network that runs IP(Internet Protocol) directly over WDM-based optical networks. The network control architecture for the IP over WDM networks is different from that of traditional Internet since the underlying WDM devices have more constraints than electronic IP routers such as the lack of optical buffers and wavelength continuity property etc. In this paper we introduce several architectural models for implementing IP over WDM networks and propose an integrated network control framework for the IP over WDM networks. This framework leverages the traffic engineering control architecture for the MPLS (Multi-Protocol Label Switching) networks and is mainly developed for the IP over packet-switched WDM networks. We also report several preliminary simulation results of contention resolution schemes in the packet-switched WDM networks.

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Design of Next-Generation Ship Simulator System Using Virtual Reality (가상현실을 이용한 차세대 선박 시뮬레이터의 시스템 설계)

  • 임정빈;박계각
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.6 no.1
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    • pp.1-9
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    • 2000
  • The paper describes system design of next-generation Ship Simulator using Virtual Reality (VRSS), well known as human-computer interaction. VRSS system is required to have special condition that comprises multiple user participants such as captain, officer, pilot, and quartermaster. To cope with that condition, core technologies were explored and proposed multi-networking system with broker server. The evaluation of the proposed system was done with PC-based immersion-type VR device, constituted with HMD (Head Mounted Display), Head Tracking Sensor, Puck, Headphone, and Microphone. Using the VR device, assessment test was carried out in a virtual bridge with 3D objects, which are created by VRML (Virtual Reality Model Language) program. As results of tests, it is shown that the cybernetic 3D objects were act as if real things in a real ship's bridge. Therefore, interesting interaction with participants can be obtained in the system, Thus, we found that the proposed system architecture can be applicable to VRSS system construction.

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Network Security System for Next Generation Network Environment (차세대 네트워크 보안 시스템)

  • 정연서;김환국;서동일
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2003.05a
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    • pp.795-799
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    • 2003
  • Computing and Networking technologies are rapidly developed. Currently, Internet environment can offer voice, multimedia data as well as real-time movie services. But, the number of hacking has increased very much and the damages become serious. In this paper, the change of hacking method and security paradigm is investigated. And, we study in existing network security systems including newly developed security systems. Finally, we describe development directions of network sorority system for next generation network environment.

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A Framework of QoE Measurement and Management for Next Generation Wired/Wireless Communication Networks (차세대 유무선통신망의 QoE 측정 및 관리를 위한 프레임워크의 제안)

  • Zhang, Jie;Kim, Hwa-Jong
    • Journal of The Institute of Information and Telecommunication Facilities Engineering
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    • v.9 no.1
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    • pp.24-28
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    • 2010
  • The Quality of Experience (QoE) of next Generation wired/wireless network services based upon IP networking is becoming a popular issue in recent years. The user experience of Internet services such as IPTV, online game, web surfing and etc, are becoming the most desirable factors to service providers to improve service performance and customer's satisfaction. However, collecting user experience from customers and obtaining the QoE parameters from the Quality of Service (QoS) parameters such as bandwidth, delay, jitter or admission control algorithm, are difficult subjects because of the various service types and user characteristics. In this paper, we propose a framework which contains service classification, QoE analysis and service enhancement steps for a suitable QoE measurement and management protocol. We define the user satisfaction indicators of the Internet services, classify the categories of each type of services, and analyse the Key Performance Indicator (KPI) in each type of services to perform the QoS parameters and improving the service qualities.

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U-Learning of 21 Century University Education Paradigm (21세기 대학교육 패러다임의 U-Learning)

  • Park, Chun-Myoug
    • The Journal of Korean Institute for Practical Engineering Education
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    • v.3 no.1
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    • pp.69-75
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    • 2011
  • This paper presents a model of e-learning based on ubiquitous computing configuration. First of all, we survey the advanced e-learning systems for foreign and domestic universities. Next we propose the optimal e-learning model based on ubiquitous computing configuration. The proposed e-learning model as following. we propose the e-learning system's hardware and software configurations, that are server and networking systems. Also, we construct the proposed e-learning systems's services. There are attendance and absence service, class management service, common knowledge service, score processing service, facilities management service, personal management service, personal authorization issue management service, campus guide service, lecture-hall management service. Then we propose the laboratory equipment management service, experimental materials management service etc. The proposed model of e-learning based on ubiquitous computing configuration will be able to contribute to the next generation university educational paradigm.

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Research Trends on Internet of Things based on Next Generation Networking (차세대 네트워킹 기술 기반 사물인터넷 연구동향)

  • Jung, H.Y.
    • Electronics and Telecommunications Trends
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    • v.31 no.3
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    • pp.142-150
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    • 2016
  • 인터넷은 글로벌 네트워크 인프라로서 그 영역을 사물인터넷까지 빠르게 확장해가고 있다. 사물인터넷 시대는 인터넷 초기와는 완전히 차별화된 네트워크 환경이 예상되며 이러한 차별화된 환경에 효율적으로 대응할 수 있는 새로운 네트워킹 기술 개발에 대한 필요성이 최근 대두되고 있다. 본 논문에서는 사물인터넷이 추구하는 기술적 비전을 실현하기 위해 현 네트워킹 기술의 한계를 극복할 수 있는 차세대 네트워킹 기술을 기반으로 사물인터넷을 구축하고자 세계적으로 진행되고 있는 관련 연구동향 및 표준화 동향을 분석한다.

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