• Title/Summary/Keyword: Computing Costs

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DVFS based Memory-Contention Aware Scheduling Method for Multi-threaded Workloads (멀티쓰레드 워크로드를 위한 DVFS 기반 메모리 경합 인지 스케줄링 기법)

  • Nam, Yoonsung;Kang, Minkyu;Yeom, HeonYoung;Eom, Hyeonsang
    • KIISE Transactions on Computing Practices
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    • v.24 no.1
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    • pp.10-16
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    • 2018
  • The task of consolidating server workloads is critical for the efficiency of a datacenter in terms of reducing costs. However, as a greater number of workloads are consolidated in a single server, the performance of workloads might be degraded due to their contention to the limited shared resources. To reduce the performance degradation, scheduling for mitigating the contention of shared resources is necessary. In this paper, we present the Dynamic Voltage Frequency Scaling (DVFS) based memory-contention aware scheduling method for multi-threaded workloads. The proposed method uses two approaches: running memory-intensive threads on the limited cores to avoid concurrent memory accesses, and reducing the frequencies of the cores that run memory-intensive threads. With the proposed algorithm, we increased performance by 43% and reduced power consumption by 38% compared to the Completely Fair Scheduler(CFS), the default scheduler of Linux.

Energy Efficient In-network Density Query Processing in Wireless Sensor Networks (무선 센서 네트워크에서 에너지 효율적인 인-네트워크 밀도 질의 처리)

  • Lee, Ji-Hee;Seong, Dong-Ook;Kang, Gwang-Goo;Yoo, Jae-Soo
    • Journal of KIISE:Computing Practices and Letters
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    • v.16 no.12
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    • pp.1234-1238
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    • 2010
  • In recent, there have been done many studies on applications that monitor the information of mobile objects using Wireless Sensor Networks (WSN). A density query that finds out an area spread by density that a target object requires in the whole sensing field is a field of object monitoring applications. In this paper, we propose a novel homogeneous network-based in-network density query processing scheme that significantly reduces query processing costs and assures high accuracy. This scheme is based on the possibility-based expected region selection technique and the result compensation technique in order to enhance the accuracy of the density query and to minimize its energy consumption. To show the superiority of our proposed scheme, we compare it with the existing density query processing scheme. As a result, our proposed scheme reduces about 92% energy consumption for query processing, while its network lifetime increases compared to the existing scheme. In addition, the proposed scheme guarantees higher accuracy than the existing scheme in terms of the query result.

Design and Development of A Systemic Structure to Ensure the Interoperability between the WebRTC-based Video Conferencing Systems and Heterogeneous Terminals (WebRTC 기반의 화상회의 시스템과 이기종 단말들간의 상호 연동성 확보를 위한 시스템 구조 설계 및 개발)

  • Baek, Sung Jin;Lee, Rang Hyuck;Yi, Chang Seok
    • KIISE Transactions on Computing Practices
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    • v.23 no.4
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    • pp.238-243
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    • 2017
  • This paper presents a study regarding a systemic structure that forms a link between heterogeneous terminals and the WebRTC (Web real-time communication) based video-conferencing systems. This system consists of a WebRTC-based terminal, a signal server for the relaying of the necessary signals for media negotiations, an MCU provides an interworking interface for the heterogeneous terminal, and the heterogeneous terminals that interwork with the MCU. This technology enables the interoperability between the WebRTC-based video-conferencing solutions and the legacy devices. In addition to reducing the replacement costs regarding new-technology-based solutions, the existing legacy equipment enables the use of multiparty-conference, thereby increasing the use ability of the conferencing systems.

Implementing a Dedicated WIPS Sensor Using Raspberry Pi (라즈베리파이를 이용한 전용 WIPS 센서 구현)

  • Yun, Kwang-Wook;Choi, Suck-Hwan;An, Sang-Un;Kim, Jeong-Goo;Choi, Yoon-Ho
    • KIISE Transactions on Computing Practices
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    • v.23 no.7
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    • pp.397-407
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    • 2017
  • Wireless networks make the users' work more convenient and efficient, but such networks can impair the availability of network resources and can cause leakage of important corporate information when there are security threats. In particular, damage has increased because of security attacks that take advantage of the vulnerabilities created by a wireless AP (Access Point). Public organizations and companies have gradually selected the WIPS (Wireless Intrusion Prevention System) to block wireless security threats and protect the internal network. However, it is very costly for other organizations and companies to introduce the WIPS solution. This paper proposes implementing a WIPS Sensor by using Raspberry Pi to reduce these costs and to block the various wireless LAN security threats. This implementation would protect corporate information and provide consistent services at a relatively reasonable price.

Integrity verification of VM data collected in private cloud environment and reliability verification of related forensic tools (사설 클라우드 환경에서 수집된 VM 데이터의 무결성 입증과 관련 포렌식 도구의 신뢰성 검증)

  • Kim, Deunghwa;Jang, Sanghee;Park, Jungheum;Kang, Cheulhoon;Lee, Sangjin
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.23 no.2
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    • pp.223-230
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    • 2013
  • Recently, a large number of corporations are adopting cloud solution in order to reduce IT-related costs. By the way, Digital Trace should have admissibility to be accepted as digital evidence in court, and integrity is one of the factors for admissibility. In this context, this research implemented integrity verification test to VM Data which was collected by well-known private cloud solutions such as Citrix, VMware, and MS Hyper-V. This paper suggests the effective way to verify integrity of VM data collected in private cloud computing environment based on the experiment and introduces the error that EnCase fails to mount VHD (Virtual Hard Disk) files properly.

An Efficient Grid Cell Based Spatial Clustering Algorithm for Spatial Data Mining (공간데이타 마이닝을 위한 효율적인 그리드 셀 기반 공간 클러스터링 알고리즘)

  • Moon, Sang-Ho;Lee, Dong-Gyu;Seo, Young-Duck
    • The KIPS Transactions:PartD
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    • v.10D no.4
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    • pp.567-576
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    • 2003
  • Spatial data mining, i.e., discovery of interesting characteristics and patterns that may implicitly exists in spatial databases, is a challenging task due to the huge amounts of spatial data. Clustering algorithms are attractive for the task of class identification in spatial databases. Several methods for spatial clustering have been presented in recent years, but have the following several drawbacks increase costs due to computing distance among objects and process only memory-resident data. In this paper, we propose an efficient grid cell based spatial clustering method for spatial data mining. It focuses on resolving disadvantages of existing clustering algorithms. In details, it aims to reduce cost further for good efficiency on large databases. To do this, we devise a spatial clustering algorithm based on grid ceil structures including cell relationships.

An Integrated Tool Model for the Management of Process and Artifact Management on CBD (컴포넌트 기반 개발에서의 프로세스 관리와 산출물 관리를 통합하는 도구의 모델)

  • Kim Young-Hee;Chong Ki-Won
    • Journal of Internet Computing and Services
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    • v.5 no.4
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    • pp.11-22
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    • 2004
  • Works that improve the process and notify the improved process, the product and the change of tasks to all users are essential in achieving project. Existent project management tools support the definition and the change of project activities, and configuration management tools support version check, workspace management. build management. etc. It costs too much to buy each tool. as well as, it is burdensome to learn usage for various tools. Therefore the web-based integrated tool is proposed to manage the process and artifacts at a time in this paper. The proposed tool defines component based development process model. and achieves recording of process progression, processing the request of change, reporting the progression of each task, product registering and change, version recording, artifact or form search, etc. using ebXML. Furthermore, the stakeholders get the systematic management and standardization by sharing information that are necessary in process achievement and configuration management in distributed environment using the integrated management tool.

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Spatio-Temporal Index Structure based on KDB-Tree for Tracking Positions of Moving Objects (이동 객체의 위치 추적을 위한 KDB-트리 기반의 시공간 색인구조)

  • Seo Dong-Min;Bok Kyoung-Soo;Yoo Jae Soo;Lee Byoung-Yup
    • Journal of Internet Computing and Services
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    • v.5 no.4
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    • pp.77-94
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    • 2004
  • Recently, the needs of index structure which manages moving objects efficiently have been increased because of the rapid development of location-based techniques. Existing index structures frequently need updates because moving objects change continuatively their positions. That caused entire performance loss of the index structures. In this paper, we propose a new index structure called the TPKDB-tree that is a spatio-temporal index structure based on KDB-tree. Our technique optimizes update costs and reduces a search time for moving objects and reduces unnecessary updates by expressing moving objects as linear functions. Thus, the TPKDB-tree efficiently supports the searches of future positions of moving objects by considering the changes of moving objects included in the node as time-parameter. To maximize space utilization, we propose the new update and split methods. Finally, we perform various experiments to show that our approach outperforms others.

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Cost Analysis of Mobility Management Schemes for IP-based Next Generation Mobile Networks (IP기반의 차세대 모바일 네트워크에서 이동성관리 기법의 비용분석)

  • Kim, Kyung-Tae;Jeong, Jong-Pil
    • Journal of Internet Computing and Services
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    • v.13 no.3
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    • pp.1-16
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    • 2012
  • Cost-effective mobility management for the roaming mobile users is very important in the seamless services on next-generation wireless network (NGWN). MIPv6 (Mobile IPv6) is one of the mobility management schemes proposed by the IETF (The Internet Engineering Task Force) and various IPv6-based mobility management schemes have been developed. They are directly involved with data transfer from MN (Mobile Node). In this paper, two kinds of schemes in analyzing of mobility management schemes are proposed. The signaling transfer and packet delivery procedures for each mobility management schemes are analyzed, respectively. The signaling cost for mobility management schemes are calculated, and the cost of each protocol are analyzed numerically. In other word, applying the sum of signaling cost and packet delivery cost to each mobility management scheme, their costs are analyzed. Finally, our performance evaluation results that the network-based mobility management scheme shows better performance in terms of overall cost.

Analyzing the Overhead of the Memory Mapped File I/O for In-Memory File Systems (메모리 파일시스템에서 메모리 매핑을 이용한 파일 입출력의 오버헤드 분석)

  • Choi, Jungsik;Han, Hwansoo
    • KIISE Transactions on Computing Practices
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    • v.22 no.10
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    • pp.497-503
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    • 2016
  • Emerging next-generation storage technologies such as non-volatile memory will help eliminate almost all of the storage latency that has plagued previous storage devices. In conventional storage systems, the latency of slow storage devices dominates access latency; hence, software efficiency is not critical. With low-latency storage, software costs can quickly dominate memory latency. Hence, researchers have proposed the memory mapped file I/O to avoid the software overhead. Mapping a file into the user memory space enables users to access the file directly. Therefore, it is possible to avoid the complicated I/O stack. This minimizes the number of user/kernel mode switchings. In addition, there is no data copy between kernel and user areas. Despite of the benefits in the memory mapped file I/O, its overhead still needs to be addressed, as the existing mechanism for the memory mapped file I/O is designed for slow block devices. In this paper, we identify the overheads of the memory mapped file I/O via experiments.