• 제목/요약/키워드: network latency

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Computational Grid 상에서 네트워크 성능정보를 고려한 효율적인 작업 프로세스 할당 방법 (Efficient Work Processes Allocation Method Considering Network Performance Information on Computational Grid)

  • 조수현;김영학
    • 한국정보과학회:학술대회논문집
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    • 한국정보과학회 2004년도 봄 학술발표논문집 Vol.31 No.1 (A)
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    • pp.55-57
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    • 2004
  • 그리드 컴퓨팅은 우주과학, 수학적인 큰 문제들을 해결하기 위해 네트워크 상에 분산된 수많은 컴퓨터들의 컴퓨팅 파워와 대용량 저장장치를 공유하여 문제들을 해결할 수 있는 기술이다. 그리드 컴퓨팅의 환경은 WAN으로 구성된 각기 다른 성능과 이질적인 네트워크 상태들로 구성된다. 이런 이질적인 성능요소들을 고려하여 계산 작업에 반영시키는 것이 무엇보다 중요하다. 본 논문에서는 WAN 환경의 네트워크 상태 정보 중 latency, bandwidth, latency-bandwidth 혼합정보들을 고려하여, 노드별로 작업 프로세스 수를 결정하는 방법을 제안한다. 본 논문에서의 네트워크 성능정보 수집은 NWS(Network Weather Service)를 통해 이뤄지며, 평가결과 네트워크 성능정보를 고려하지 않은 균등방식에 비해서 latency, latency-bandwidth 고려한 방법의 결과가 9%, 31% 성능이 향상되었다.

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Game Theory-Based Scheme for Optimizing Energy and Latency in LEO Satellite-Multi-access Edge Computing

  • Ducsun Lim;Dongkyun Lim
    • International journal of advanced smart convergence
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    • 제13권2호
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    • pp.7-15
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    • 2024
  • 6G network technology represents the next generation of communications, supporting high-speed connectivity, ultra-low latency, and integration with cutting-edge technologies, such as the Internet of Things (IoT), virtual reality, and autonomous vehicles. These advancements promise to drive transformative changes in digital society. However, as technology progresses, the demand for efficient data transmission and energy management between smart devices and network equipment also intensifies. A significant challenge within 6G networks is the optimization of interactions between satellites and smart devices. This study addresses this issue by introducing a new game theory-based technique aimed at minimizing system-wide energy consumption and latency. The proposed technique reduces the processing load on smart devices and optimizes the offloading decision ratio to effectively utilize the resources of Low-Earth Orbit (LEO) satellites. Simulation results demonstrate that the proposed technique achieves a 30% reduction in energy consumption and a 40% improvement in latency compared to existing methods, thereby significantly enhancing performance.

계산 그리드 상에서 각 노드의 작업 프로세스 수를 결정하기 위한 효율적인 방법 (An Efficient Method for Determining Work Process Number of Each Node on Computation Grid)

  • 김영학;조수현
    • 한국콘텐츠학회논문지
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    • 제5권1호
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    • pp.189-199
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    • 2005
  • 그리드 컴퓨팅은 과학기술 분야의 큰 문제들을 해결하기 위해 네트워크 상에 분산된 수많은 컴퓨터들의 컴퓨팅 파워와 대용량 저장장치를 공유하여 문제들을 해결할 수 있는 기술이다. 그리드 컴퓨팅의 환경은 WAN으로 구성된 각기 다른 성능과 이질적인 네트워크 상태들로 구성된다. 그래서, 이러한 이질적인 성능요소들을 고려하여 계산 작업에 반영시키는 것이 무엇보다 중요하다. 본 논문에서는 네트워크 상태정보를 고려한 노드별 작업 프로세스 수를 결정하는 효율적인 방법을 제안한다. 네트워크 상태정보는 latency, bandwidth, latency-bandwidth 혼합정보를 고려한다. 먼저, 측정된 네트워크 상태정보를 이용하여 노드별 성능비율을 구하고 이를 통해 작업 프로세스 수를 결정한다. 마지막 단계에서는, 결정된 노드별 작업 프로세스 수를 기반으로 자동으로 RSL 파일을 생성하여 작업을 수행한다. 네트워크 성능정보는 NWS(Network Weather Service)에 의해 수집된다. 실험결과에 따르면, 네트워크 성능정보를 고려한 방법이 그렇지 않은 기존의 균등방식보다 작업량, 작업 프로세스 수, 노드 수 관점에서 각각 23%, 31%, 57% 성능이 향상되었다.

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개선된 Latency의 DRR 분석 (Analysis of the DRR with Improved Latency)

  • 정진우
    • 한국통신학회논문지
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    • 제30권12B
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    • pp.847-854
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    • 2005
  • 패킷 스위칭 네트워크 노드에서 정해진 대역폭을 보장해주는 스케줄링 기법 중 많은 수가 Latency-Rate (LR) server의 범주에 포함된다. LR server로 이루어진 네트워크는 각 노드에서의 latency의 합이 그대로 전체 네트워크의 latency가 된다는 성질을 가지고 있어서 각 노드의 latency를 구하면 전체 네트워크에서 겪을 수 있는 최대 delay를 쉽게 얻을 수 있다. Deficit Round Robin (DRR)은 이러한 LR server의 하나로 가장 구현이 간단하다는 장점 때문에 실제 여러 종류의 시스템에서 채택하였다. 본 연구에서는 이러한 DRR을 개선한 "DRR with Instant Service" (DRR-IS) 기법을 제시하고 분석하였다. DRR-IS가 LR server임을 증명하였고, 기존 DRR과 비교하며 전혀 복잡도의 증가가 없으면서 latency 성능은 $30\%$ 가량 향상되었음을 밝혀내었다.

An Efficient Approach for Adaptation of MIPv6 in Roaming Environments

  • Jeong Yoon-su;Woo Sung-hee;Lee Sang-ho
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2005년도 Proceedings of ISRS 2005
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    • pp.341-344
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    • 2005
  • Mobile IPv6(MIPv6) allows a Mobile Node to talk directly to its peers while retaining the ability to move around and change the currently used IP address. One of the major issues regarding the basic Mobile IPv6 protocol is related to the handover management of a mobile node. This paper proposes efficient approach for adaptation of MIPv6 sing context information in roaming environments. To investigate on a efficient and secure handover procedure, proposed approach method will give us the following advantages: (l)the intention of context is to reduce latency, packet losses and avoid re-initiation of signaling to and from mobile nodes,(2) FMIPv6 aims to reduce handover latency due to IP protocol operations as small as possible in comparison to the inevitable link switching latency.

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Latency Analysis of AVB Network and Optimization Design for Automotive

  • An, Byoungman;Kim, YoungSeop
    • 반도체디스플레이기술학회지
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    • 제18권3호
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    • pp.127-132
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    • 2019
  • This paper presents an overview of automotive communication technologies, including related technology developments. We describe the latency of Audio Video Bridge (AVB) network as well as purpose the optimized design of the Ethernet network system for automotive. Our design plays a significant role in reducing the delay between components. The proposed approach on realistic test cases showed that there was a delay reduction, approximately 49.4%. It is expected that the optimization method for the actual automotive environment can greatly shorten the time period in the design and development process. The results obtained from the experiments on the delay time present in each function are reliable because average values are obtained through repeated actual tests for several months. It will greatly benefit the industry since analyzing the latency between each function in a short period of time is very important.

Efficient Message Scheduling for WDM Optical Networks with Minimizing Flow Time

  • Huang, Xiaohong;Ma, Maode
    • Journal of Communications and Networks
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    • 제6권2호
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    • pp.147-155
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    • 2004
  • In this paper, we propose an efficient sequencing technique, namely minimum Row time scheduling (MFTS), to manage variable-Iength message transmissions for single-hop passive starcoupled WDM optical networks. By considering not only the message length but also the state of the receivers and the tuning latency, the proposed protocol can reduce the average delay of the network greatly. This paper also introduces a new channel assignment technique latency minimizing scheduling (LMS), which aims to reduce the scheduling latency. We evaluate the proposed algorithm, using extensive discrete-event simulations, by comparing its performance with shortest job first (SJF) algorithm. We find that significant improvement in average delay could be achieved by MFTS algorithm. By combining the proposed message sequencing technique with the channel selection technique, the performance of the optical network could be further improved.

Delay and Energy Efficient Data Aggregation in Wireless Sensor Networks

  • Le, Huu Nghia;Choe, Junseong;Shon, Minhan;Choo, Hyunseung
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2012년도 춘계학술발표대회
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    • pp.607-608
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    • 2012
  • Data aggregation is a fundamental problem in wireless sensor networks which attracts great attention in recent years. Delay and energy efficiencies are two crucial issues of designing a data aggregation scheme. In this paper, we propose a distributed, energy efficient algorithm for collecting data from all sensor nodes with the minimum latency called Delay-aware Power-efficient Data Aggregation algorithm (DPDA). The DPDA algorithm minimizes the latency in data collection process by building a time efficient data aggregation network structure. It also saves sensor energy by decreasing node transmission distances. Energy is also well-balanced between sensors to achieve acceptable network lifetime. From intensive experiments, the DPDA scheme could significantly decrease the data collection latency and obtain reasonable network lifetime compared with other approaches.

초실감/고정밀 서비스를 위한 초정밀 네트워크 기술 동향 (Ultra-High-Precision Network Technology Trend for Ultra-Immersive/High-Precision Service)

  • 최영일;김응하;강태규;김도영;김정윤;정태식
    • 전자통신동향분석
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    • 제36권4호
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    • pp.34-47
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    • 2021
  • To realize remote surgery from hundreds of kilometers away, a new communication environment with ultra-low latency and high-precision features is required. Thus, ultra-high precision networking technology that guarantees the maximum latency and jitter of end-to-end traffic on an Internet-scale wide area network is in development as part of 6G network research. This paper describes the current status of various networking technologies in ITU-T, ETSI, IEEE, and IETF to ensure ultra-low latency and high precision in wired networks.

A machine learning assisted optical multistage interconnection network: Performance analysis and hardware demonstration

  • Sangeetha Rengachary Gopalan;Hemanth Chandran;Nithin Vijayan;Vikas Yadav;Shivam Mishra
    • ETRI Journal
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    • 제45권1호
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    • pp.60-74
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    • 2023
  • Integration of the machine learning (ML) technique in all-optical networks can enhance the effectiveness of resource utilization, quality of service assurances, and scalability in optical networks. All-optical multistage interconnection networks (MINs) are implicitly designed to withstand the increasing highvolume traffic demands at data centers. However, the contention resolution mechanism in MINs becomes a bottleneck in handling such data traffic. In this paper, a select list of ML algorithms replaces the traditional electronic signal processing methods used to resolve contention in MIN. The suitability of these algorithms in improving the performance of the entire network is assessed in terms of injection rate, average latency, and latency distribution. Our findings showed that the ML module is recommended for improving the performance of the network. The improved performance and traffic grooming capabilities of the module are also validated by using a hardware testbed.