• Title/Summary/Keyword: Resource Monitoring

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Kubernetes Scheduler Framework Implementation with Realtime Resource Monitoring (실시간 자원 모니터링을 활용한 쿠버네티스 스케줄러 프레임워크 구현)

  • Kim, Tae-Young;Lee, Jae-Ryun;Kim, Tae-Hyun;Chun, In-Geol;Park, Jeman;Jin, Sunggeun
    • IEMEK Journal of Embedded Systems and Applications
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    • v.15 no.3
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    • pp.129-137
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    • 2020
  • Kubernetes is one of the most widely used tool in cloud computing environments. It m anages POD as a basic operational unit, providing a isolated environments through container tech nology. Basically, its scheduler properly allocates POD, considering the utilizations of CPUs, mem ories and volumes on hosts. In our work, we develop a customized scheduling framework additio nally considering network resources. In the framework, we can monitor the dynamic variations of resources and make it possible to utilize the resources for the scheduler. This framework offers not only observing necessary information but also visualizing the data to scheduler for providing convenience.

CloudSwitch: A State-aware Monitoring Strategy Towards Energy-efficient and Performance-aware Cloud Data Centers

  • Elijorde, Frank;Lee, Jaewan
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.9 no.12
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    • pp.4759-4775
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    • 2015
  • The reduction of power consumption in large-scale datacenters is highly-dependent on the use of virtualization to consolidate multiple workloads. However, these consolidation strategies must also take into account additional important parameters such as performance, reliability, and profitability. Resolving these conflicting goals is often the major challenge encountered in the design of optimization strategies for cloud data centers. In this paper, we put forward a data center monitoring strategy which dynamically alters its approach depending on the cloud system's current state. Results show that our proposed scheme outperformed strategies which only focus on a single metric such as SLA-Awareness and Energy Efficiency.

Regional Scale Satellite Data Sets for Agricultural, Hydrological and Environmental Applications in Zambia

  • Ngoma, Solomon
    • Proceedings of The Korean Society of Agricultural and Forest Meteorology Conference
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    • 2001.06a
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    • pp.43-48
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    • 2001
  • Many applications in the areas of agricultural, hydrological and environmental resource management require data over very large areas and with a high imaging frequency - monitoring crop growth, water stress, seasonal wetland flooding and natural vegetation development. This precludes the use of fine resolution data (Landsat, Spot) on the grounds of cost, accessibility and low imaging frequency. Meteorological satellites have the potential to fill this need, given their very wide spatial coverage, and high repeat imaging. The Remote Sensing Unit (RSU) at the Zambia Meteorological Department routinely receives, processes and archives imagery from both Meteosat and NOAA AVHRR satellites. Here I wish to present some examples of applications of these data sets that arise from the RSU work - relationships between rainfall and vegetation development as assessed by satellite, derived information and seasonal patterns of flooding in the Barotse floodplain and the Kafue flats. I also wish to outline ways in which a more widespread use of this data by the Zambian institutions canbe achieved.

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Application Characteristic-based Divided Scheduling for Multicore Systems

  • Park, Jung Kyu;Kim, Jaeho
    • Journal of the Korea Society of Computer and Information
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    • v.22 no.6
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    • pp.9-16
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    • 2017
  • In this paper, we proposed a novel user-level scheduling scheme that monitors applications characteristics on-line using PMU and allocates applications into cpu cores. We utilize PMU (Performance Monitoring Unit) to analyze which shared resource has the strongest relation with the influence. Using the proposed scheduling method, it is possible to reduce the contention of shared resources. The key idea of this scheme is separating high-influential applications into different processors. The evaluation results have shown that the proposed scheduling scheme can enhance the performance up to 12% for a 8 core system and up to 25% for a 28 core system, respectively.

Development of A/T Oil Temperature Sensor Plausibility Diagnostic Logic (자동변속기 오일 온도센서 출력 이상 진단 로직 개발)

  • Kwon, Jun-Eui;Choi, Young-Sun;Sim, Jang-Sun
    • Transactions of the Korean Society of Automotive Engineers
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    • v.13 no.6
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    • pp.99-104
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    • 2005
  • The CARB in USA has demanded OBD functions that detect any deterioration of performance of OTS as well as a simple defect of OTS which can affect emission to meet the reinforced emission regulation. In this paper, OTS plausibility monitoring functions to meet the demand from CARB are discussed. The output from OTS is used for the diagnostics of the torque converter clutch stuck and the gear ratio synchronous error. It is possible to diagnose the abnormality of OTS function by considering the oil temperature characteristics which changes according to the driving status of vehicles. In result, the OBD regulations of the CARB can be satisfied obligating car manufacturer to detect any problems in OTS functions which can affect emissions.

Open-Source-leveraged Modeling for Marine Environment Monitoring (해양환경 모니터링을 위한 오픈소스 기반 모델링)

  • Park, Sun;Cha, ByungRae;Kwon, JinCheol;Kim, JongWon
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2017.10a
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    • pp.716-717
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    • 2017
  • In this paper, we propose a modeling approach for marine environment monitoring by leveraging open-source software to link IoT and Cloud together. The proposed model can be scale out by employing Apache Hadoop-based time-series database so that it can handle collected data increase with a resource pool of the same computers. It can also support the analyze monitored data of marine environment by visualizing collected data.

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API Server Transport Layer Security Packets Real-Time Decryption and Visualization System in Kubernetes (쿠버네티스 API server의 Transport Layer Security 패킷 실시간 복호화 및 시각화 시스템)

  • Kim, Tae-Hyun;Kim, Tae-Young;Choi, Me-Hee;Jin, Sunggeun
    • IEMEK Journal of Embedded Systems and Applications
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    • v.16 no.3
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    • pp.99-105
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    • 2021
  • The cloud computing evolution has brought us increasing necessity to manage virtual resources. For this reason, Kubernetes has developed to realize autonomous resource management in a large scale. It provides cloud computing infrastructure to handle cluster creations and deletions in a secure virtual computing environment. In the paper, we provide a monitoring scheme in which users can observe securely encrypted protocols while each Kubernetes component exchanges their packets. Eventually, users can utilize the proposed scheme for debugging as well as monitoring.

Analyzing the Evolutionary Stability for Behavior Strategies in Reverse Supply Chain

  • Tomita, Daijiro;Kusukawa, Etsuko
    • Industrial Engineering and Management Systems
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    • v.14 no.1
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    • pp.44-57
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    • 2015
  • In recent years, for the purpose of solving the problem regarding environment protection and resource saving, certain measures and policies have been promoted to establish a reverse supply chains (RSCs) with material flows from collection of used products to reuse the recycled parts in production of products. It is necessary to analyze behaviors of RSC members to determine the optimal operation. This paper discusses a RSC with a retailer and a manufacturer and verifies the behavior strategies of RSC members which may change over time in response to changes parameters related to the recycling promotion activity in RSC. A retailer takes two behaviors: cooperation/non-cooperation in recycling promotion activity. A manufacturer takes two behaviors: monitoring/non-monitoring of behaviors of the retailer. Evolutionary game theory combining the evolutionary theory of Darwin with game theory is adopted to clarify analytically evolutionary outcomes driven by a change in each behavior of RSC members over time. The evolutionary stable strategies (ESSs) for RSC members' behaviors are derived by using the replicator dynamics. The analysis numerically demonstrates how parameters of the recycling promotion activity: (i) sale promotion cost, (ii) monitoring cost, (iii) compensation and (iv) penalty cost affect the judgment of ESSs of behaviors of RSC members.

Implementation of Resource Monitoring System for PLSI (국가 슈퍼컴퓨팅 공동활용 환경을 위한 통합 모니터링 환경 구축)

  • Kim, Sung-Jun;Sung, Jin-Woo;Jang, Ji-Hoon;Lee, Sang-Dong
    • Proceedings of the Korea Contents Association Conference
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    • 2007.11a
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    • pp.517-521
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    • 2007
  • PLSI(Partership & Leadership for national-wide Supercomputing Infrastructure) Project is about providing computational resources which maintained by partner institutes to researchers. Each institutes use system monitoring tools adopted their environment different others, it is difficult to understand all system's status at a glance. In this paper, we have designed and implemented monitoring system which system administrator easily understanding all resources status like CPU Load, Job status, etc. in PLSI use web browser.

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A Study on the Unlawful Fishery Control System (불법어업 단속제도에 관한 연구)

  • Lee, Zong-Keun
    • Journal of Fisheries and Marine Sciences Education
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    • v.22 no.3
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    • pp.303-315
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    • 2010
  • The fisheries resource in waters under the jurisdiction of Korea is being endangered by unlawful fishery. The Korean government exerted great efforts to establish the public order of water, but the number of the exposed unlawful fishing violations has increased for last 10 years. The system to guide fisheries regulatory noncompliance of Korea is limited to the use of fishing guidance patrol boats. For strength of monitoring and surveillance systems, the government needs to phase in Vessel Monitoring System. But there are some studies for that. The defects of present monitoring practice can be drawn from the facts described above. The qualification of the fishery control official one of most important element of fishing control system, is defined as any officer who is charging on fishing. For clear law enforcement the qualification should require considerable experience and knowledge. Korean coast guards have problems on guiding unlawful fishing violations because of the absence of administrative authority by comparison with the fisheries guiding officer, who has both authorities on administration and jurisdiction. To draw some judicial problems this research presents a analysis on the fishing control system. The research suggests the improvements to compensate the defects.