• Title/Summary/Keyword: Data Balancing

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Resource-efficient load-balancing framework for cloud data center networks

  • Kumar, Jitendra;Singh, Ashutosh Kumar;Mohan, Anand
    • ETRI Journal
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    • v.43 no.1
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    • pp.53-63
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    • 2021
  • Cloud computing has drastically reduced the price of computing resources through the use of virtualized resources that are shared among users. However, the established large cloud data centers have a large carbon footprint owing to their excessive power consumption. Inefficiency in resource utilization and power consumption results in the low fiscal gain of service providers. Therefore, data centers should adopt an effective resource-management approach. In this paper, we present a novel load-balancing framework with the objective of minimizing the operational cost of data centers through improved resource utilization. The framework utilizes a modified genetic algorithm for realizing the optimal allocation of virtual machines (VMs) over physical machines. The experimental results demonstrate that the proposed framework improves the resource utilization by up to 45.21%, 84.49%, 119.93%, and 113.96% over a recent and three other standard heuristics-based VM placement approaches.

Server State-Based Weighted Load Balancing Techniques in SDN Environments (SDN 환경에서 서버 상태 기반 가중치 부하분산 기법)

  • Kyoung-Han, Lee;Tea-Wook, Kwon
    • The Journal of the Korea institute of electronic communication sciences
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    • v.17 no.6
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    • pp.1039-1046
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    • 2022
  • After the COVID-19 pandemic, the spread of the untact culture and the Fourth Industrial Revolution, which generates various types of data, generated so much data that it was not compared to before. This led to higher data throughput, revealing little by little the limitations of the existing network system centered on vendors and hardware. Recently, SDN technology centered on users and software that can overcome these limitations is attracting attention. In addition, SDN-based load balancing techniques are expected to increase efficiency in the load balancing area of the server cluster in the data center, which generates and processes vast and diverse data. Unlike existing SDN load distribution studies, this paper proposes a load distribution technique in which a controller checks the state of a server according to the occurrence of an event rather than periodic confirmation through a monitoring technique and allocates a user's request by weighting it according to a load ratio. As a result of the desired experiment, the proposed technique showed a better equal load balancing effect than the comparison technique, so it is expected to be more effective in a server cluster in a large and packet-flowing data center.

Balancing of Digital VCR Head Drum (디지털 VCR 헤드 드럼의 밸런싱 연구)

  • 조여욱;이진구
    • Journal of the Korean Society for Precision Engineering
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    • v.15 no.2
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    • pp.61-67
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    • 1998
  • Dynamic stability in rotation of the head drum of digital VCR is very important due to the nature of high rotation speed and small angular inertia. Therefore special considerations on reducing the unbalance and assuring the stability are required the design and manufacturing process. In this paper, newly developed digital head drum is introduced. And advanced methods in analyzing and reducing the unbalance is suggested. LDV(Laser Doppler Vibrometer) was used as a measurement system verifying our modeling and new method for balancing. Experiments show that the theoretical data estimated by modeling of shaft bending caused by unbalance mass and the measured data are almost identical. The deflection was reduced to 30% by applying the suggested balancing method.

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Who Wants Checks and Balances? Endogeneity of the Balancing Perspective

  • Yu, Eric Chen-Hua;Huang, Chi;Hsiao, Yi-Ching
    • Asian Journal for Public Opinion Research
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    • v.2 no.3
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    • pp.196-227
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    • 2015
  • The premise of the intentional model of split-ticket voting is that some voters split their tickets simply because they prefer divided government and believe in constant "checks and balances." This article examines whether this premise stands firm in an emerging democracy like Taiwan. That is, by using survey data in Taiwan, we explore whether one's attitude toward divided or unified government is "real." We hypothesize that a citizen's attitude toward "checks and balances" is subject to change, and conditional on whether her preferred party is in power. Specifically, we speculate that a citizen would tend to hold the balancing perspective or favor divided government, if her preferred party is in opposition. However, if her preferred party becomes the ruling party, she would be more likely to oppose (hold) the balancing (non-balancing) perspective or favor unified government. We then utilize panel survey data embedded in Taiwan's Election and Democratization Studies (TEDS) to verify our hypothesis.

New approach to dynamic load balancing in software-defined network-based data centers

  • Tugrul Cavdar;Seyma Aymaz
    • ETRI Journal
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    • v.45 no.3
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    • pp.433-447
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    • 2023
  • Critical issues such as connection congestion, long transmission delay, and packet loss become even worse during epidemic, disaster, and so on. In this study, a link load balancing method is proposed to address these issues on the data plane, a plane of the software-defined network (SDN) architecture. These problems are NP-complete, so a meta-heuristic approach, discrete particle swarm optimization, is used with a novel hybrid cost function. The superiority of the proposed method over existing methods in the literature is that it provides link and switch load balancing simultaneously. The goal is to choose a path that minimizes the connection load between the source and destination in multipath SDNs. Furthermore, the proposed work is dynamic, so selected paths are regularly updated. Simulation results prove that with the proposed method, streams reach the target with minimum time, no loss, low power consumption, and low memory usage.

Effect of Horse Riding on Balancing Ability in Children with Cerebral Palsy

  • Kang, Ok-Deuk;Kang, Min-Soo;Kang, An-Na
    • Journal of Animal Science and Technology
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    • v.54 no.3
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    • pp.227-231
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    • 2012
  • This study was conducted to investigate the effect of a horse riding program on balancing ability in children with cerebral palsy. Eleven children (five males and six females) diagnosed with cerebral palsy participated. The horse riding exercises (walking and trotting) were conducted twice per week for 30 minutes during 24 weeks. Balancing ability was measured three times at pre, mid, and post-test using an air pad by the same physical therapist. The data were analyzed using a two-way repeated-measures analysis of covariance with time (0, 12, and 24 weeks) using SPSS version 18.0. A comparison of horse riding between patients with hemiplegia and paraplegia was conducted with the Willcoxon signed-ranktest at a predetermined probability rate of 5%. The results showed a significant increase in balancing ability after horse riding than that before horse riding (p<0.01). The average balancing score increased greater in males ($54.59{\pm}84.05$) than that in females ($27.84{\pm}12.67$) after the horse riding exercise program compared to that before the program (p < 0.05). Thus, horse riding exercise was considered an effective to improve balance in children with cerebral palsy. These results provide useful basic data for horse riding for the disabled.

A Load Balancing Method Using Mesh Network Structure in the Grid Database (그리드 데이터베이스에서 메쉬 연결구조를 이용한 부하 분산)

  • Lee, Soon-Jo
    • Journal of Korea Society of Industrial Information Systems
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    • v.15 no.5
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    • pp.97-104
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    • 2010
  • In this paper, mesh network structure is applied to solve the load balancing problems in the Grid database. Data of the Grid database is replicated to several node for enhanced performance. Therefore, load balancing for user's query is selected node that evaluated workload in it. Existing researches are using passive load balancing method that selected another node after then node overflowed workload. It is inefficient to be applied to Gird database that has a number of node and user's queries almost changes dynamically. The proposed method connected each node which includes the same data through mesh network structure. When user's query occurs, it select node that has the lowest workload. The performance evaluation shows that proposed method performs better than the existing methods.

The Load Balancing Destage Algorithm of RAID5 Controller using Reference History (참조 정보를 이용한 RAID5 제어기의 부하 균형 반출 기법)

  • Jang, Yun-Seok;Kim, Bo-Yeon
    • The Transactions of the Korea Information Processing Society
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    • v.7 no.3
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    • pp.776-787
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    • 2000
  • Write requests which stored in disk cache of the RAID5 controller should be destaged to disk arrays according to the destage algorithm. As the response performance of the parallel IO request is being hit by the effect of the destage, several destage algorithms have been studied to enhance the performance of he RAID5 controller. Among the destage algorithms, the load balancing destage algorithm has better performance than other destage algorithms when system load is highly increased. But the load balancing destage algorithm gives priority to load balance among the disks in disk arrays, therefore, when some disks are affected by the very heavy system load caused by small data requests, the load balancing destage algorithm cannot enhance the performance of parallel IO requests effectively since it makes effort to maintain the load balance without the benefit of the locality of the write requests. This paper proposes a new RAID5 controller that applied reference-load balancing destage algorithm which decides the destage priority based on the reference history and load distribution of the disks. The simulation results show that RAID5 controller with the reference-load balancing destage algorithm has better performance than previous load balancing destage algorithm.

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End-to-end Reliable Message Transmission Considering Load Balancing in Wireless Networks

  • Tran, Anh Tai;Kim, Myung Kyun
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.8 no.9
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    • pp.3094-3109
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    • 2014
  • This paper proposes a load balanced reliable routing protocol called LBR (Load Balanced Reliable routing) in wireless networks. The LBR protocol transmits messages through a reliable path considering the balancing of the traffic load. Recently, the authors have proposed a multipath-based reliable routing protocol called MRFR, which is an appealing protocol for fault tolerant reliable data transmission. However, However, MRFR has no concern with the problem of load balancing, which results in increasing congestion and consuming high energy at some network nodes. As a result, the problem affects negatively the performance of the network. Taking account of load balancing as a route selection criteria can avoid routing through the congested nodes and allows to find better routes. In this paper, we extend MRFR by considering load balancing in the route discovery process of reliable communication. The simulation results showed that the proposed protocol outperforms AODV in terms of end-to-end delay, packet delivery radio, and average jitter. Compared to MRFR, the LBR protocol has the same packet delivery ratio, and obtains a better efficiency of load balancing.

Investigation on Excessive Vibration Signals of Two-Pole Generator Rotors in Balancing (발전기 양극 회전자 밸런싱에서의 이상 진동신호 분석)

  • 박종포;최성필;주영호
    • Journal of KSNVE
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    • v.9 no.4
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    • pp.835-840
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    • 1999
  • Cause of excessive vibration signals with twice the rotational speed of a 2-pole generator rotor in balancing for fossil power plants was investigated. The 2-pole generator rotor is treated as a typically asymmetric rotor in vibration analysis, and produces asynchronous vibration with twice the rotational speed for its own inertia and stiffness asymmetry. This paper introduces practical balancing procedure and experimental vibration data of the asymmetric 2-pole rotor in balancing, and presents the results of investigation into sources of the excessive vibration signals.

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