• Title/Summary/Keyword: High scalability

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Design of an efficient routing algorithm on the WK-recursive network

  • Chung, Il-Yong
    • Smart Media Journal
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    • v.11 no.9
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    • pp.39-46
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    • 2022
  • The WK-recursive network proposed by Vecchia and Sanges[1] is widely used in the design and implementation of local area networks and parallel processing architectures. It provides a high degree of regularity and scalability, which conform well to a design and realization of distributed systems involving a large number of computing elements. In this paper, the routing of a message is investigated on the WK-recursive network, which is key to the performance of this network. We present an efficient shortest path algorithm on the WK-recursive network, which is simpler than Chen and Duh[2] in terms of design complexity.

Congestion Control Scheme for Wide Area and High-Speed Networks (초고속-장거리 네트워크에서 혼잡 제어 방안)

  • Yang Eun Ho;Ham Sung Il;Cho Seongho;Kim Chongkwon
    • The KIPS Transactions:PartC
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    • v.12C no.4 s.100
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    • pp.571-580
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    • 2005
  • In fast long-distance networks, TCP's congestion control algorithm has the problem of utilizing bandwidth effectively. Several window-based congestion control protocols for high-speed and large delay networks have been proposed to solve this problem. These protocols deliberate mainly three properties : scalability, TCP-friendliness, and RTT-fairness. These protocols, however, cannot satisfy above three properties at the same time because of the trade-off among them This paper presents a new window-based congestion control algorithm, called EM (Exponential Increase/ Multiplicative Decrease), that simultaneously supports all four properties including fast convergence, which is another important constraint for fast long-distance networks; it can support scalability by increasing congestion window exponentially proportional to the time elapsed since a packet loss; it can support RTT-fairness and TCP-friendliness by considering RTT in its response function; it can support last fair-share convergence by increasing congestion window inversely proportional to the congestion window just before packet loss. We evaluate the performance of EIMD and other algorithms by extensive computer simulations.

Performance Characterization of Tachyon Supercomputer using Hybrid Multi-zone NAS Parallel Benchmarks (하이브리드 병렬 프로그램을 이용한 타키온 슈퍼컴퓨터의 성능)

  • Park, Nam-Kyu;Jeong, Yoon-Su;Yi, Hong-Suk
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.14 no.1
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    • pp.138-144
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    • 2010
  • Tachyon primary system which introduces recently is a high performance supercomputer that composed with AMD Barcelona nodes. In this paper, we will verify the performance and parallel scalability of TachyonIn by using multi-zone NAS Parallel Benchmark(NPB) which is one of a program with hybrid parallel method. To test performance of hybrid parallel execution, B and C classes of BT-MZ in NPB version 3.3 were used. And the parallel scalability test has finished with Tachyon's 1024 processes. It is the first time in Korea to get a result of hybrid parallel computing calculation using more than 1024 processes. Hybrid parallel method in high performance computing system with multi-core technology like Tachyon describes that it can be very efficient and useful parallel performance benchmarks.

High-Speed Reed-Solomon Decoder Using New Degree Computationless Modified Euclid´s Algorithm (새로운 DCME 알고리즘을 사용한 고속 Reed-Solomon 복호기)

  • 백재현;선우명훈
    • Journal of the Institute of Electronics Engineers of Korea SD
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    • v.40 no.6
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    • pp.459-468
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    • 2003
  • This paper proposes a novel low-cost and high-speed Reed-Solomon (RS) decoder based on a new degree computationless modified Euclid´s (DCME) algorithm. This architecture has quite low hardware complexity compared with conventional modified Euclid´s (ME) architectures, since it can remove completely the degree computation and comparison circuits. The architecture employing a systolic away requires only the latency of 2t clock cycles to solve the key equation without initial latency. In addition, the DCME architecture using 3t+2 basic cells has regularity and scalability since it uses only one processing element. The RS decoder has been synthesized using the 0.25${\mu}{\textrm}{m}$. Faraday CMOS standard cell library and operates at 200MHz and its data rate suppots up to 1.6Gbps. For tile (255, 239, 8) RS code, the gate counts of the DCME architecture and the whole RS decoder excluding FIFO memory are only 21,760 and 42,213, respectively. The proposed RS decoder can reduce the total fate count at least 23% and the total latency at least 10% compared with conventional ME architectures.

A Hierarchical Deficit Round-Robin Algorithm for Packet Scheduling (패킷 스케쥴링을 위한 결손 보완 계층적 라운드로빈 알고리즘)

  • Pyun Kihyun;Cho Sung-Ik;Lee Jong-Yeol
    • Journal of KIISE:Information Networking
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    • v.32 no.2
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    • pp.147-155
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    • 2005
  • For the last several decades, many researches have been performed to distribute bandwidth fairly between sessions. In this problem, the most important challenge is to realize a scalable implementation and high fairness simultaneously. Here high fairness means that bandwidth is distributed fairly even in short time intervals. Unfortunately, existing scheduling algorithms either are lack of scalable implementation or can achieve low fairness. In this paper, we propose a scheduling algorithm that can achieve feasible fairness without losing scalability. The proposed algorithm is a Hierarchical Deficit Round-Robin (H-DRR). While H-DRR requires a constant time for implementation, the achievable fairness is similar to that of Packet-by-Packet Generalized Processor Sharing(PGPS) algorithm. PGPS has worse scalability since it uses a sorted-priority queue requiring O(log N) implementation complexity where N is the number of sessions.

A Fast and Scalable Image Retrieval Algorithms by Leveraging Distributed Image Feature Extraction on MapReduce (MapReduce 기반 분산 이미지 특징점 추출을 활용한 빠르고 확장성 있는 이미지 검색 알고리즘)

  • Song, Hwan-Jun;Lee, Jin-Woo;Lee, Jae-Gil
    • Journal of KIISE
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    • v.42 no.12
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    • pp.1474-1479
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    • 2015
  • With mobile devices showing marked improvement in performance in the age of the Internet of Things (IoT), there is demand for rapid processing of the extensive amount of multimedia big data. However, because research on image searching is focused mainly on increasing accuracy despite environmental changes, the development of fast processing of high-resolution multimedia data queries is slow and inefficient. Hence, we suggest a new distributed image search algorithm that ensures both high accuracy and rapid response by using feature extraction of distributed images based on MapReduce, and solves the problem of memory scalability based on BIRCH indexing. In addition, we conducted an experiment on the accuracy, processing time, and scalability of this algorithm to confirm its excellent performance.

Analysis of Execution Behavior for Multprocess-based Web Robots (다중 프로세스 기반 웹 로봇의 수행동작 분석)

  • Kim Hie-Cheol;Lee Yong-Doo
    • Journal of Digital Contents Society
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    • v.2 no.1
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    • pp.9-19
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    • 2001
  • Web robot is an important Internet software technology used in a variety of Internet application software which includes search engines. As Internet continues to grow, implementations of high performance Web robots are urgently demanded. For this, researches specially geared toward performance scalability of Web robots are required. Hoover, because researches are focused mostly on addressing issues related to commercial implementations, scientific researches and studies are not still made on the performance scalability. In this research, Ive choose a Web robot model implemented by fork-join based. multiprocesses. With respect to the model, we evaluate the effect on the collection efficiency that the timeout values set to requests from Web robots to Web servers have. Also, we analysed the behaviors of Web robots by comparing the execution time between the URL extraction and the uniqueness checking for the extracted URLs. as well as by comparing between the computation time and the network time. Based on the analysis result, we suggest the direction for the design of high performance Web robots.

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A Scalable Content-Sharing Architecture for High-quality TV Programs (확장 가능한 실시간 고화질 TV 컨텐츠 공유 아키텍처)

  • Chung, Sungwook
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.18 no.11
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    • pp.2651-2657
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    • 2014
  • It can be organized with PVRs and FC-AL for a high-quality TV content-sharing architecture. It is, however, not easy to configure a large community network with the FC-AL since it has a 7-bit address space with supporting up to 127 users. We, therefore, propose a novel scalable FC-AL multiple-loop architecture using shared disks, which does not need to use expensive and load-concentrated switches. In this article, our suggested architecture shows a superb startup delay, such as less than 20msec. In addition, it demonstrates outstanding scalability, such that the number of accomodable users increases almost linearly according to adding loops. Lastly, it reveals exceptional time-shifting hours, that is, which supports more than 140 hours with 1000 users.

Arduino Compatible Modular Kit Design for Educational Purpose (모듈 기반 교육용 아두이노 호환 키트 설계)

  • Heo, Gyeongyong;Jung, Jaewoo
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.22 no.10
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    • pp.1371-1378
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    • 2018
  • With the curriculum revision by the ministry of education in 2015, informatics was required to be included in the secondary high school curriculum, and applied to elementary and high schools in order. In response to this trend, universities are also emphasizing programming education. Arduino is one of the famous tools for programming education, and the usefulness of it has been proven through various case studies. However, existing Arduino-based kits are not easy to use with limited hardware knowledge. It is also difficult to expand the kits in a way other than that given in the original design. In this paper, proposed is a new kit design that can solve the problems mentioned above. The proposed design is superior to existing ones in usability and scalability, and can be used in various ways according to the amount of prior knowledge. The proposed design is registered as a patent and development of a kit based on it is underway.

Performance Enhancement of High-Speed TCP Protocols using Pacing (Pacing 적용을 통한 High-Speed TCP 프로토콜의 성능 개선 방안)

  • Choi Young Soo;Lee Gang Won;Cho You Ze;Han Tae Man
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.29 no.12B
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    • pp.1052-1062
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    • 2004
  • Recent studies have pointed out that existing high-speed TCP protocols have a severe unfairness and TCP friendliness problem. As the congestion window achieved by a high-speed TCP connection can be quite large, there is a strong possibility that the sender will transmit a large burst of packets. As such, the current congestion control mechanisms of high-speed TCP can lead to bursty traffic flows in hi인 speed networks, with a negative impact on both TCP friendliness and RTT unfairness. The proposed solution to these problems is to evenly space the data sent into the network over an entire round-trip time. Accordingly, the current paper evaluates this approach with a high bandwidth-delay product network and shows that pacing offers better TCP friendliness and fairness without degrading the bandwidth scalability.