• 제목/요약/키워드: number and operations area

검색결과 168건 처리시간 0.023초

소프트웨어 정의 네트워크에서 제어기 배치 문제를 위한 타부 서치 알고리즘 (A Tabu Search Algorithm for Controller Placement Problem in Software Defined Networks)

  • 장길웅
    • 한국정보통신학회논문지
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    • 제20권3호
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    • pp.491-498
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    • 2016
  • 소프트웨어 정의 네트워크는 네트워크 제어 기능을 데이터 전송 기능으로부터 물리적으로 분리하여 소프트웨어적으로 구현한다. 광범위한 지역으로 소프트웨어 정의 네트워크를 설치하기 위해서는 다중의 제어기가 요구되며, 제어기의 배치는 소프트웨어 정의 네트워크 성능에 중요한 영향을 미친다. 본 논문에서는 소프트웨어 정의 네트워크에서 효율적인 제어기 배치를 위한 메타 휴리스틱 알고리즘인 타부 서치 알고리즘을 제안한다. 보다 좋은 결과를 효과적으로 얻기 위해 새로운 타부 서치의 이웃해 생성 방식을 제안한다. 제안된 알고리즘은 소프트웨어 정의 네트워크에서 최소 전송지연과 실행속도 관점에서 성능을 평가하며, 유전 알고리즘 및 랜덤방법과 비교하여 제안된 알고리즘의 성능이 우수함을 보인다.

e-러닝을 위한 교육시설의 정보통신 인프라 고도화 계획에 관한 연구 (A Study on the Advancement Planning of Telecommunications Infrastructure of Educational Facilities for e-Learning)

  • 박동소;박찬주;강희수
    • 교육시설
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    • 제15권1호
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    • pp.17-25
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    • 2008
  • As a study on the advancement planning for the telecommunications infrastructure of the educational facilities for the purpose of the proliferation of e-learning, this study was conducted with the intents of preparing for the design guidelines to be considered in the initial stage of an architectural design for applying WLANs(wireless LANs), which play a role as the international standard for next generation of telecommunications, to the educational facilities and of making a proposal for changes of the existing computer rooms according to the appearance of new teaching and learning tools, for example, digital textbooks, and the proliferation of personal information devices. In this study, the design guidelines were made by analyzing the elements to be applied to architecture designs as well as understanding the trend of the cabling, pathways and spaces requirements in the area of telecommunications after examining the relevant international standards, such as ANSI and TIA, etc., in order for applying WLANs to the educational facilities. In addition, a field survey was conducted targeting on the elementary schools in 'C' city in order to suggest a proposal for the improvements of operations and maintenance of the existing computer labs and computers. As the results of analyzing the data from the field study, it was surveyed that the following matters should be urgently improved in order for the schools to be developed as Ubiquitous schools in the future: First, the biggest hold-up is how to maintain the desktop computers well. Second, there are some limitations far the students to use the computers enough due to the lack of the number of computers. Third, the computer education for the students is limited to instructing the students in training themselves only for the functions of each kind of application software.

그리드 네트워크를 위한 모니터링 시스템의 설계 및 구현 (The Design and Implementation of Monitoring System for Grid Network)

  • 하지아;안성진;정진욱;황일선;김귀남;김동균;이혁로
    • 정보처리학회논문지C
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    • 제10C권7호
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    • pp.915-922
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    • 2003
  • 그리드는 고속 네트워크로 연결된 지리적으로 흩어져 있는 이종의 자원을 연결하여 서로 협업하기 위한 기반구조이다. 그리드 응용을 수행하는데 있어 안정성과 신뢰성이 보장되기 위해서는 네트워크 자원이 관리되어야 한다. GGF의 그리드 모니터링 구조 워킹 그룹(GMAWG)은 대규모 분산 자원을 넓은 지역에 확장 가능하기 위한 효과적인 모니터링 구조를 제안하였다. 이 논문에서는 실제 네트워크 관리에 있어 GMA를 기반으로 하는 그리드 네트워크 모니터링 시스템을 설계하고 구현하였다. 본 시스템으로 네트워크 관리 센터는 그리드 네트워크의 유연하고 확장성있는 관리를 수행할 수 있을 것이다.

무선 센서 네트워크에서 RSSI와 AoA를 활용한 GPS 정밀도 향상 방안 (GPS Accuracy Revision Using RSSI and AoA in Wireless Sensor Network)

  • 조해민;권태욱
    • 한국전자통신학회논문지
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    • 제17권5호
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    • pp.889-896
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    • 2022
  • 무선 센서 네트워크 환경에서 요구되는 데이터는 기술의 발전과 그 복잡성이 증가함에 따라 더욱 정확한 수치를 요구한다. 하지만 넓은 지역에서 많은 수의 센서노드를 운용하는 경우, 소모되는 전력 및 비용과 그에 따라 획득할 수 있는 데이터 품질의 균형은 그 목적에 따라 고려되어야 한다. 특히 인구 밀도가 높은 복잡한 도심 지역이나 특정 목표를 가진 군사작전에서 위치 데이터는 넓은 범위에 점차 세밀하고 높은 정확도를 요구한다. 본 논문에서는 무선 센서 네트워크에 전개된 센서노드 중 일부에만 GPS(: Global Positioning System)을 탑재하고, 해당 센서노드에서 측정된 GPS 위치 데이터의 오차를 센서노드간 주고받는 무선 신호수신 각도인 AoA(: Angle of Arrival)와 수신 신호 세기 지표인 RSSI(: Received Signal Strength Indicator)를 통해 향상시키는 방법을 제안하고자 한다.

서울지역 학교급식 위생관리 실태평가 (Assessment of Sanitary Management Practices of School Foodservice Operations in Seoul)

  • 곽동경;홍완수;문혜경;류경;장혜자
    • 한국식품위생안전성학회지
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    • 제16권3호
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    • pp.168-177
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    • 2001
  • 본 연구에서는 서울 소재 초등학교와 고등학교 급식의 위생관리 실태를 분석하므로 학교급식의 안전성을 확보하여 식중독 사고예방 및 급식품질 개선을 이루고자 하였다. 이를 위해 HACCP에 기준한 위생관리 평가도구를 설문지로 개발하여 관리자들이 자가 평가하게 하고,그 결과를 분석하여 위생관리 실태를 파악하고 취약한 부분을 규명하였다. 위생관리 평가도구는 온도 소요시간, 개인위생 및 기기 설비위생의 3영역으로 구분 하여 33문항, 5문항, 15문항씩 총 53문항으로 구성하였다. 평가문항에 대해서는 5점척도를 이용하여 표시하도록 하였다. 조사된 학교는 초등학교 98.4%(253개교), 고등학교 1.6%(19개교)였다. 세 영역중 개인위생에 관한 수행수준은 평균 4.06$\pm$0.57로 나타나 가장 잘 수행되는 것으로 조사되었다. 기기.설비위생의 수행수준은 평균 3.84$\pm$0.53로 나타났고, 온도.소요시간은 평균 3.45$\pm$0.46으로 나타나 보통정도의 수행수준으로 조사되었다. 특히 전체 문항중 수행수준이 가장 낮은 것으로 조사된 ‘조리 후 보관(2.03$\pm$0.94)’의 경우는 현행 학교급식업체들이 조리가 끝난 식품을 취급할 열장 또는 보온 기기, 냉장고를 거의 구비하지 못하고 있으며, 조리된 음식이나 차게 배식하는 음식의 적정 온도유지를 위한 온도계 사용이 전혀 이루어지지 않고 있기 때문인 것으로 사료 된다. 기기 설비위생영역에서 가장 낮은 수행정도를 보인 ‘싱크대의 용도별로 분리사용 여부(3.03$\pm$1.10)’와 ‘손 씻는 시설의 적절한 장소 위치 여부(3.07$\pm$1.13)’의 수행수준을 향상시키려면 적절한 개수의 싱크대를 구비해야 하며, 조리실내에 손 씻는 시설을 갖추어야 할 것이다. 결론적으로 학교급식 안전성 확보를 위한 위생관리 업무 향상을 위해서는 본 연구에서 가장 취약한 부분으로 드러난 시설 및 기기들을 우선 보완해야 할 것으로 사료된다.

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MCM과 폴딩 방식을 적용한 웨이블릿 변환 장치의 VLSI 설계 (VLSI Design for Folded Wavelet Transform Processor using Multiple Constant Multiplication)

  • 김지원;손창훈;김송주;이배호;김영민
    • 한국멀티미디어학회논문지
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    • 제15권1호
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    • pp.81-86
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    • 2012
  • 본 논문은 하드웨어 곱셈 연산을 최적화 한 리프팅 기반의 9/7 웨이블릿 필터의 VLSI 구조를 제안한다. 제안하는 구조는 범용 곱셈기를 사용하는 기존의 리프팅 기법과 달리 웨이블릿 계수에 패턴 탐색 기법의 Lef$\grave{e}$vre 알고리즘을 적용하였으며, MCM(Multiple constant multiplication)과 폴딩 방식을 9/7 DWT 필터에 적용하여 효율적으로 하드웨어 설계가 이루어 질수 있도록 제안하였다. 이러한 구조는 하드웨어 자원을 100% 활용하는 이점을 지니며, 이전의 성능에 비해 화질 열화 없이 단순한 하드웨어 구조, 속도, 면적, 전력소모 측면에서 효율적이다. 비교 실험을 위해 Verilog HDL을 통해 구현하였으며, $0.18{\mu}m$ CMOS 공정의 스탠다드 셀을 이용하여 합성하였다. 제안한 구조를 기존의 구조와 200MHz의 합성 타겟 클럭 주파수에서 비교하였을 때 면적, 전력소모 측면에서 60.1%, 44.1% 감소하였으며, 이를 통해 이전의 리프팅 기법에 비해 하드웨어 구현에 보다 최적화된 구조임을 보여준다.

GTX A 터널정거장에 대한 전자뇌관 적용 시공 사례 (A Case Study of GTX A Tunnel Station Blasting with Electronic Detonator)

  • 황남순;김경현;김정환;성유현;이창원
    • 화약ㆍ발파
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    • 제39권3호
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    • pp.24-34
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    • 2021
  • 정밀한 시차를 갖고 있는 전자뇌관은 다양한 건설현장에서 폭넓게 사용되고 있다. 전기뇌관이나 비전기뇌관을 이용한 발파현장에서 소음과 진동이 허용기준치를 초과하는 경우를 비롯하여, 발파작업에 의한 파쇄도를 개선하거나, 2차 소할의 비용을 절감하기 위해 사용된다. 또한 작업효율성을 극대화하여 공사기간을 단축시키며 비용을 절감하기 위해 전자뇌관을 이용하는 경우가 늘어나고 있는 추세이다. 본 사례는 도심지 내 GTX A 프로젝트에서 대단면 정거장 공사현장에 전자뇌관을 적용한 사례이다. 당 현장은 설계에 비전기뇌관을 이용하여 시공하도록 되어 있었으나, 발파작업을 진행하던 중 보안물건에 손상이 가해졌다. 이를 해결하기 위한 대안으로 전자뇌관을 이용한 발파공법을 검토하였다. 전자뇌관을 적용하여 발파소음과 진동에 대한 환경규제기준을 충족시켰으며 인근의 보안물건에 대한 손상을 방지할 수 있었다. 또한, 안전과 효율적인 시공을 위해 정거장 대단면을 1회 동시발파를 실시하였으며, 이를 통해 계획대비 공사기간을 단축시켰다.

한국전쟁의 교훈과 대비 -병력수(兵力數) 및 부대수(部隊數)를 중심으로- (The lesson From Korean War)

  • 윤일영
    • 안보군사학연구
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    • 통권8호
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    • pp.49-168
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    • 2010
  • Just before the Korean War, the total number of the North Korean troops was 198,380, while that of the ROK(Republic of Korea) army troops 105,752. That is, the total number of the ROK army troops at that time was 53.3% of the total number of the North Korean army. As of December 2008, the total number of the North Korean troops is estimated to be 1,190,000, while that of the ROK troops is 655,000, so the ROK army maintains 55.04% of the total number of the North Korean troops. If the ROK army continues to reduce its troops according to [Military Reform Plan 2020], the total number of its troops will be 517,000 m 2020. If North Korea maintains the current status(l,190,000 troops), the number of the ROK troops will be 43.4% of the North Korean army. In terms of units, just before the Korean War, the number of the ROK army divisions and regiments was 80% and 44.8% of North Korean army. As of December 2008, North Korea maintains 86 divisions and 69 regiments. Compared to the North Korean army, the ROK army maintains 46 Divisions (53.4% of North Korean army) and 15 regiments (21.3% of North Korean army). If the ROK army continue to reduce the military units according to [Military Reform Plan 2020], the number of ROK army divisions will be 28(13 Active Division, 4 Mobilization Divisions and 11 Local Reserve Divisions), while that of the North Korean army will be 86 in 2020. In that case, the number of divisions of the ROK army will be 32.5% of North Korean army. During the Korean war, North Korea suddenly invaded the Republic of Korea and occupied its capital 3 days after the war began. At that time, the ROK army maintained 80% of army divisions, compared to the North Korean army. The lesson to be learned from this is that, if the ROK army is forced to disperse its divisions because of the simultaneous invasion of North Korea and attack of guerrillas in home front areas, the Republic of Korea can be in a serious military danger, even though it maintains 80% of military divisions of North Korea. If the ROK army promotes the plans in [Military Reform Plan 2020], the number of military units of the ROK army will be 32.5% of that of the North Korean army. This ratio is 2.4 times lower than that of the time when the Korean war began, and in this case, 90% of total military power should be placed in the DMZ area. If 90% of military power is placed in the DMZ area, few troops will be left for the defense of home front. In addition, if the ROK army continues to reduce the troops, it can allow North Korea to have asymmetrical superiority in military force and it will eventually exert negative influence on the stability and peace of the Korean peninsular. On the other hand, it should be reminded that, during the Korean War, the Republic of Korea was attacked by North Korea, though it kept 53.3% of troops, compared to North Korea. It should also be reminded that, as of 2008, the ROK army is defending its territory with the troops 55.04% of North Korea. Moreover, the national defense is assisted by 25,120 troops of the US Forces in Korea. In case the total number of the ROK troops falls below 43.4% of the North Korean army, it may cause social unrest about the national security and may lead North Korea's misjudgement. Besides, according to Lanchester strategy, the party with weaker military power (60% compared to the party with stronger military power) has the 4.1% of winning possibility. Therefore, if we consider the fact that the total number of the ROK army troops is 55.04% of that of the North Korean army, the winning possibility of the ROK army is not higher than 4.1%. If the total number of ROK troops is reduced to 43.4% of that of North Korea, the winning possibility will be lower and the military operations will be in critically difficult situation. [Military Reform Plan 2020] rums at the reduction of troops and units of the ground forces under the policy of 'select few'. However, the problem is that the financial support to achieve this goal is not secured. Therefore, the promotion of [Military Reform Plan 2020] may cause the weakening of military defence power in 2020. Some advanced countries such as Japan, UK, Germany, and France have promoted the policy of 'select few'. However, what is to be noted is that the national security situation of those countries is much different from that of Korea. With the collapse of the Soviet Unions and European communist countries, the military threat of those European advanced countries has almost disappeared. In addition, the threats those advanced countries are facing are not wars in national level, but terrorism in international level. To cope with the threats like terrorism, large scaled army trops would not be necessary. So those advanced European countries can promote the policy of 'select few'. In line with this, those European countries put their focuses on the development of military sections that deal with non-military operations and protection from unspecified enemies. That is, those countries are promoting the policy of 'select few', because they found that the policy is suitable for their national security environment. Moreover, since they are pursuing common interest under the European Union(EU) and they can form an allied force under NATO, it is natural that they are pursing the 'select few' policy. At present, NATO maintains the larger number of troops(2,446,000) than Russia(l,027,000) to prepare for the potential threat of Russia. The situation of japan is also much different from that of Korea. As a country composed of islands, its prime military focus is put on the maritime defense. Accordingly, the development of ground force is given secondary focus. The japanese government promotes the policy to develop technology-concentrated small size navy and air-forces, instead of maintaining large-scaled ground force. In addition, because of the 'Peace Constitution' that was enacted just after the end of World War II, japan cannot maintain troops more than 240,000. With the limited number of troops (240,000), japan has no choice but to promote the policy of 'select few'. However, the situation of Korea is much different from the situations of those countries. The Republic of Korea is facing the threat of the North Korean Army that aims at keeping a large-scale military force. In addition, the countries surrounding Korea are also super powers containing strong military forces. Therefore, to cope with the actual threat of present and unspecified threat of future, the importance of maintaining a carefully calculated large-scale military force cannot be denied. Furthermore, when considering the fact that Korea is in a peninsular, the Republic of Korea must take it into consideration the tradition of continental countries' to maintain large-scale military powers. Since the Korean War, the ROK army has developed the technology-force combined military system, maintaining proper number of troops and units and pursuing 'select few' policy at the same time. This has been promoted with the consideration of military situation in the Koran peninsular and the cooperation of ROK-US combined forces. This kind of unique military system that cannot be found in other countries can be said to be an insightful one for the preparation for the actual threat of North Korea and the conflicts between continental countries and maritime countries. In addition, this kind of technology-force combined military system has enabled us to keep peace in Korea. Therefore, it would be desirable to maintain this technology-force combined military system until the reunification of the Korean peninsular. Furthermore, it is to be pointed out that blindly following the 'select few' policy of advanced countries is not a good option, because it is ignoring the military strategic situation of the Korean peninsular. If the Republic of Korea pursues the reduction of troops and units radically without consideration of the threat of North Korea and surrounding countries, it could be a significant strategic mistake. In addition, the ROK army should keep an eye on the fact the European advanced countries and Japan that are not facing direct military threats are spending more defense expenditures than Korea. If the ROK army reduces military power without proper alternatives, it would exert a negative effect on the stable economic development of Korea and peaceful reunification of the Korean peninsular. Therefore, the desirable option would be to focus on the development of quality of forces, maintaining proper size and number of troops and units under the technology-force combined military system. The tableau above shows that the advanced countries like the UK, Germany, Italy, and Austria spend more defense expenditure per person than the Republic of Korea, although they do not face actual military threats, and that they keep achieving better economic progress than the countries that spend less defense expenditure. Therefore, it would be necessary to adopt the merits of the defense systems of those advanced countries. As we have examined, it would be desirable to maintain the current size and number of troops and units, to promote 'select few' policy with increased defense expenditure, and to strengthen the technology-force combined military system. On the basis of firm national security, the Republic of Korea can develop efficient policies for reunification and prosperity, and jump into the status of advanced countries. Therefore, the plans to reduce troops and units in [Military Reform Plan 2020] should be reexamined. If it is difficult for the ROK army to maintain its size of 655,000 troops because of low birth rate, the plans to establish the prompt mobilization force or to adopt drafting system should be considered for the maintenance of proper number of troops and units. From now on, the Republic of Korean government should develop plans to keep peace as well as to prepare unexpected changes in the Korean peninsular. For the achievement of these missions, some options can be considered. The first one is to maintain the same size of military troops and units as North Korea. The second one is to maintain the same level of military power as North Korea in terms of military force index. The third one is to maintain the same level of military power as North Korea, with the combination of the prompt mobilization force and the troops in active service under the system of technology-force combined military system. At present, it would be not possible for the ROK army to maintain such a large-size military force as North Korea (1,190,000 troops and 86 units). So it would be rational to maintain almost the same level of military force as North Korea with the combination of the troops on the active list and the prompt mobilization forces. In other words, with the combination of the troops in active service (60%) and the prompt mobilization force (40%), the ROK army should develop the strategies to harmonize technology and forces. The Korean government should also be prepared for the strategic flexibility of USFK, the possibility of American policy change about the location of foreign army, radical unexpected changes in North Korea, the emergence of potential threat, surrounding countries' demand for Korean force for the maintenance of regional stability, and demand for international cooperation against terrorism. For this, it is necessary to develop new approaches toward the proper number and size of troops and units. For instance, to prepare for radical unexpected political or military changes in North Korea, the Republic of Korea should have plans to protect a large number of refugees, to control arms and people, to maintain social security, and to keep orders in North Korea. From the experiences of other countries, it is estimated that 115,000 to 230,000 troops, plus ten thousands of police are required to stabilize the North Korean society, in the case radical unexpected military or political change happens in North Korea. In addition, if the Republic of Korea should perform the release of hostages, control of mass destruction weapons, and suppress the internal wars in North Korea, it should send 460,000 troops to North Korea. Moreover, if the Republic of Korea wants to stop the attack of North Korea and flow of refugees in DMZ area, at least 600,000 troops would be required. In sum, even if the ROK army maintains 600,000 troops, it may need additional 460,000 troops to prepare for unexpected radical changes in North Korea. For this, it is necessary to establish the prompt mobilization force whose size and number are almost the same as the troops in active service. In case the ROK army keeps 650,000 troops, the proper number of the prompt mobilization force would be 460,000 to 500,000.

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지상작전의 원칙 측면에서 미 제1해병사단의 장진호 연결작전 고찰 (From the point of view of ground operations principle, Chosin Link-up operation discussion of the US 1st Marine Division)

  • 김규빈;최영렬
    • 안보군사학연구
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    • 통권13호
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    • pp.1-41
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    • 2016
  • US 8th Army in the attack on the Western Front was a situation that was frustrated by the 13th Corps Communist army. To this time support this, goals that have been granted to the US 1st Marine Division that initiated the attack in Mupyonri direction, lack the potential to achieve was not decisive. It was a operation specific erroneous judgment that occurred because there was no one accurately grasp the battlefield of the situation the wrong UN Forces Command. Tactical victory can be to maximize the operation outcomes. However, there is no possible failure of the operation is to expand the tactical success. This is because the failure of the operation, because directly linked to the success or failure of the war. Tactical victory can be to maximize the operation outcomes. However, operation specific failure is not it possible to expand the tactical victory. Therefore tactical success of the US 1st Marine Division, can not compensate for operation specific failure of the United Nations Forces Command. However, Chinese Communist Army 9th Corps is obsessed only victory of tactics to annihilate the US 1st Marine Division, by being fixation to the Chosin whole area, it was not possible to run a operational operation. Therefore tactical success df the US 1st Marine Division, Chinese Communist Army 9th Corps is to extinguish the ability to increase the number of the 13th Corps of the Western Front, 8th Army US have contributed to have escaped the crisis. In addition, the US 10th Corps while maintaining the combat force, by an important role to withdraw through the sea, was able to complement the misjudgment of the operation.

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국방분야 민간자원의 효율적 활용방안 - 정비, 보급, 수송, 교육훈련분야를 중심으로 - (Efficient Utilization of Private Resources for the National Defense - Focused on maintenance, supply, transportation, training & education -)

  • 박균용
    • 안보군사학연구
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    • 통권9호
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    • pp.313-340
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    • 2011
  • The National Defense Reformation bill of "National Defense Reformation 2020" which have been constantly disputed and reformed by the government went through various levels of complementary measures after the North Korean sinking on the Republic of Korea (ROK) Naval Vessel "Cheonan". The final outcome of this reform is also known as the 307 Plan and this was announced on the 8th March. The reformed National Defense Reformation is to reduce the number of units and military personnel under the military structure reformation. However, in order for us to undertake successful National Defense Reformation, the use of privatized civilian resources are essential. Therefore according to this theory, the ROK Ministry of National Defense (MND) have selected the usage of privatized resources as one of the main core agenda for the National Defense Reformation management procedures, and under this agenda the MND plans to further expand the usage of private Especially the MND plans to minimize the personnel resources applied in non-combat areas and in turn use these supplemented personnel with optimization. In order to do this, the MND have initiated necessary appropriate analysis over the whole national defense section by understanding various projects and acquisition requests required by each militaries and civilian research institutions. However for efficient management of privatized civilian resources, first of all, those possible efficient private resources which can achieve optimization will need to be identified, and secondly continuous systematic reinforcements will need to be made in private resource usage legislations. Furthermore, we would need to consider the possibility of labor disputes because of privatization expansion. Therefore, full legal and systematic complementary measures are required in all possible issue arising areas which can affect the combat readiness posture. There is another problem of huge increase in operational expenses as reduction of standby forces are only reducing the number of soldiers and filling these numbers with more cost expensive commissioned officers. However, to overcome this problem, we would need to reduce the number of positions available for active officers and fill these positions with military reserve personnel who previously had working experiences with the related positions (thereby guaranteeing active officers re-employment after completing active service). This would in tum maintain the standards of combat readiness posture and reduce necessary financial budgets which may newly arise. The area of maintenance, supply, transportation, training & education duties which are highly efficient when using privatized resources, will need to be transformed from military management based to civilian management based system. For maintenance, this can be processed by integrating National Maintenance Support System. In order for us to undertake this procedure, we would need to develop maintenance units which are possible to be privatized and this will in turn reduce the military personnel executing job duties, improve service quality and prevent duplicate investments etc. For supply area, we will need to establish Integrated Military Logistics Center in-connection with national and civilian logistics system. This will in turn reduce the logistics time frame as well as required personnel and equipments. In terms of transportation, we will need to further expand the renting and leasing system. This will need to be executed by integrating the National Defense Transportation Information System which will in turn reduce the required personnel and financial budgets. Finally for training and education, retired military personnel can be employed as training instructors and at the military academy, further expansion in the number of civilian professors can be employed in-connection with National Defense Reformation. In other words, more active privatized civilian resources will need to be managed and used for National Defense Reformation.

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