• 제목/요약/키워드: Future internet

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Sequential fusion to defend against sensing data falsification attack for cognitive Internet of Things

  • Wu, Jun;Wang, Cong;Yu, Yue;Song, Tiecheng;Hu, Jing
    • ETRI Journal
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    • 제42권6호
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    • pp.976-986
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    • 2020
  • Internet of Things (IoT) is considered the future network to support wireless communications. To realize an IoT network, sufficient spectrum should be allocated for the rapidly increasing IoT devices. Through cognitive radio, unlicensed IoT devices exploit cooperative spectrum sensing (CSS) to opportunistically access a licensed spectrum without causing harmful interference to licensed primary users (PUs), thereby effectively improving the spectrum utilization. However, an open access cognitive IoT allows abnormal IoT devices to undermine the CSS process. Herein, we first establish a hard-combining attack model according to the malicious behavior of falsifying sensing data. Subsequently, we propose a weighted sequential hypothesis test (WSHT) to increase the PU detection accuracy and decrease the sampling number, which comprises the data transmission status-trust evaluation mechanism, sensing data availability, and sequential hypothesis test. Finally, simulation results show that when various attacks are encountered, the requirements of the WSHT are less than those of the conventional WSHT for a better detection performance.

Global Manager - A Service Broker In An Integrated Cloud Computing, Edge Computing & IoT Environment

  • Selvaraj, Kailash;Mukherjee, Saswati
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제16권6호
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    • pp.1913-1934
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    • 2022
  • The emergence of technologies like Big data analytics, Industrial Internet of Things, Internet of Things, and applicability of these technologies in various domains leads to increased demand in the underlying execution environment. The demand may be for compute, storage, and network resources. These demands cannot be effectively catered by the conventional cloud environment, which requires an integrated environment. The task of finding an appropriate service provider is tedious for a service consumer as the number of service providers drastically increases and the services provided are heterogeneous in the specification. A service broker is essential to find the service provider for varying service consumer requests. Also, the service broker should be smart enough to make the service providers best fit for consumer requests, ensuring that both service consumer and provider are mutually beneficial. A service broker in an integrated environment named Global Manager is proposed in the paper, which can find an appropriate service provider for every varying service consumer request. The proposed Global Manager is capable of identification of parameters for service negotiation with the service providers thereby making the providers the best fit to the maximum possible extent for every consumer request. The paper describes the architecture of the proposed Global Manager, workflow through the proposed algorithms followed by the pilot implementation with sample datasets retrieved from literature and synthetic data. The experimental results are presented with a few of the future work to be carried out to make the Manager more sustainable and serviceable.

도입주체에 따른 인터넷경로의 도입효과 (The Impact of the Internet Channel Introduction Depending on the Ownership of the Internet Channel)

  • 유원상
    • 마케팅과학연구
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    • 제19권1호
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    • pp.37-46
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    • 2009
  • The Census Bureau of the Department of Commerce announced in May 2008 that U.S. retail e-commerce sales for 2006 reached $ 107 billion, up from $ 87 billion in 2005 - an increase of 22 percent. From 2001 to 2006, retail e-sales increased at an average annual growth rate of 25.4 percent. The explosive growth of E-Commerce has caused profound changes in marketing channel relationships and structures in many industries. Despite the great potential implications for both academicians and practitioners, there still exists a great deal of uncertainty about the impact of the Internet channel introduction on distribution channel management. The purpose of this study is to investigate how the ownership of the new Internet channel affects the existing channel members and consumers. To explore the above research questions, this study conducts well-controlled mathematical experiments to isolate the impact of the Internet channel by comparing before and after the Internet channel entry. The model consists of a monopolist manufacturer selling its product through a channel system including one independent physical store before the entry of an Internet store. The addition of the Internet store to this channel system results in a mixed channel comprised of two different types of channels. The new Internet store can be launched by the independent physical store such as Bestbuy. In this case, the physical retailer coordinates the two types of stores to maximize the joint profits from the two stores. The Internet store also can be introduced by an independent Internet retailer such as Amazon. In this case, a retail level competition occurs between the two types of stores. Although the manufacturer sells only one product, consumers view each product-outlet pair as a unique offering. Thus, the introduction of the Internet channel provides two product offerings for consumers. The channel structures analyzed in this study are illustrated in Fig.1. It is assumed that the manufacturer plays as a Stackelberg leader maximizing its own profits with the foresight of the independent retailer's optimal responses as typically assumed in previous analytical channel studies. As a Stackelberg follower, the independent physical retailer or independent Internet retailer maximizes its own profits, conditional on the manufacturer's wholesale price. The price competition between two the independent retailers is assumed to be a Bertrand Nash game. For simplicity, the marginal cost is set at zero, as typically assumed in this type of study. In order to explore the research questions above, this study develops a game theoretic model that possesses the following three key characteristics. First, the model explicitly captures the fact that an Internet channel and a physical store exist in two independent dimensions (one in physical space and the other in cyber space). This enables this model to demonstrate that the effect of adding an Internet store is different from that of adding another physical store. Second, the model reflects the fact that consumers are heterogeneous in their preferences for using a physical store and for using an Internet channel. Third, the model captures the vertical strategic interactions between an upstream manufacturer and a downstream retailer, making it possible to analyze the channel structure issues discussed in this paper. Although numerous previous models capture this vertical dimension of marketing channels, none simultaneously incorporates the three characteristics reflected in this model. The analysis results are summarized in Table 1. When the new Internet channel is introduced by the existing physical retailer and the retailer coordinates both types of stores to maximize the joint profits from the both stores, retail prices increase due to a combination of the coordination of the retail prices and the wider market coverage. The quantity sold does not significantly increase despite the wider market coverage, because the excessively high retail prices alleviate the market coverage effect to a degree. Interestingly, the coordinated total retail profits are lower than the combined retail profits of two competing independent retailers. This implies that when a physical retailer opens an Internet channel, the retailers could be better off managing the two channels separately rather than coordinating them, unless they have the foresight of the manufacturer's pricing behavior. It is also found that the introduction of an Internet channel affects the power balance of the channel. The retail competition is strong when an independent Internet store joins a channel with an independent physical retailer. This implies that each retailer in this structure has weak channel power. Due to intense retail competition, the manufacturer uses its channel power to increase its wholesale price to extract more profits from the total channel profit. However, the retailers cannot increase retail prices accordingly because of the intense retail level competition, leading to lower channel power. In this case, consumer welfare increases due to the wider market coverage and lower retail prices caused by the retail competition. The model employed for this study is not designed to capture all the characteristics of the Internet channel. The theoretical model in this study can also be applied for any stores that are not geographically constrained such as TV home shopping or catalog sales via mail. The reasons the model in this study is names as "Internet" are as follows: first, the most representative example of the stores that are not geographically constrained is the Internet. Second, catalog sales usually determine the target markets using the pre-specified mailing lists. In this aspect, the model used in this study is closer to the Internet than catalog sales. However, it would be a desirable future research direction to mathematically and theoretically distinguish the core differences among the stores that are not geographically constrained. The model is simplified by a set of assumptions to obtain mathematical traceability. First, this study assumes the price is the only strategic tool for competition. In the real world, however, various marketing variables can be used for competition. Therefore, a more realistic model can be designed if a model incorporates other various marketing variables such as service levels or operation costs. Second, this study assumes the market with one monopoly manufacturer. Therefore, the results from this study should be carefully interpreted considering this limitation. Future research could extend this limitation by introducing manufacturer level competition. Finally, some of the results are drawn from the assumption that the monopoly manufacturer is the Stackelberg leader. Although this is a standard assumption among game theoretic studies of this kind, we could gain deeper understanding and generalize our findings beyond this assumption if the model is analyzed by different game rules.

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KREONET OpenFlow 네트워크 테스트베드 기반의 QoS 라우팅 경로 제어 구현 (Implementation of a QoS routing path control based on KREONET OpenFlow Network Test-bed)

  • 김승주;민석홍;김병철;이재용;홍원택
    • 대한전자공학회논문지TC
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    • 제48권9호
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    • pp.35-46
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    • 2011
  • 미래인터넷은 효과적인 이동성 처리, 유연한 트래픽 엔지니어링 기술 및 다양한 새로운 응용 지원이 이루어져야 한다. 이에 따라 많은 트래픽 엔지니어링 기술들이 제안되고 개발되어 왔지만 이를 실제 운용 중인 상용 인터넷 망에 적용하는 것은 매우 어려운 것이 사실이다. 이 문제를 해결하기 위해 다양한 네트워킹 관련 응용을 지원하는 컨트롤러를 사용해 망의 장비를 제어할 수 있는 OpenFlow 기법이 제안되었다. 이는 소프트웨어 적으로 정의된 망으로 연구자들이 자신 만의 트래픽 엔지니어링 기법을 컨트롤러에 적용하여 그 유용성을 검증할 수 있다. 한편 고속 패킷 처리를 지원하는 OpenFlow 망의 구축을 위해 4개의 1G 인터페이스를 가지는 프로그래밍 가능한 NetFPGA 카드와 상용 Procurve 스위치 들이 사용될 수 있다. 본 논문에서는 하드웨어 가속 기능이 지원되는 NetFPGA 카드와 Procurve 스위치를 KREONET 망에 적용한 OpenFlow 테스트베드를 구축하고 가장 보편적인 QoS 라우팅 기법인 CSPF 알고리즘을 구축한 대규모 테스트베드 상에 적용하여 멀티미디어 트래픽 엔지니어링 기법의 성능 및 유효성 검증을 수행하였다.

Renewable Iris Authentication Algorithm in Mobile System

  • Lee Kwang Je;Lee Soon Seok;Kim Sin Hong;Cho Do Hyun
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2004년도 학술대회지
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    • pp.592-595
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    • 2004
  • Recently the numbers of patent about the technology for mobile payment with Ie or bluetooth-chip are being increased more and more. The reasons of patent increment for mobile payment are advancement of wireless internet technology and rising of customer's request for it. The customer wants to be able to pay for purchase, tax and aid with own mobile phone. So every mobile service provider applies for patents about that competitively. And in the near future the biometrics is generalized in the mobile payment system. Especially the payment service of iris recognition is significant technique in this area for the future prospect. The biometrics of iris is an accurate authentication method because it has about 250 distinguish parameters to the finger print's 30. The biometrics of iris can recognize and identify a person for 2 seconds. But the image of iris is changed by transformation of body in the life. And the existing iris authentication system has problem that can be miss-recognized. In this paper, we propose the new method that reduces miss-recognizing rate with Renewable Iris Authentication Algorithm(RIAA) in mobile system.

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학습자의 사이버 가정학습 사용 요인에 관한 분석 연구 (A Study on the use factor of the Cyber Home Learning Service)

  • 허균
    • 인터넷정보학회논문지
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    • 제9권3호
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    • pp.159-167
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    • 2008
  • 본 연구는 학생들의 사이버 가정학습의 활용 요인들을 살펴봄으로써 학생들을 위한 공교육 서비스로서의 발전 방향을 탐색하고자 하였다. 이를 위해 자료 수집 시스템을 구축하였고 정보기술수용모형과 관련연구들을 바탕으로 사이버 가정학습의 활용에 미칠 것으로 예상되는 변인들을 추출하였다. 연구 대상은 부산지역의 초등학생 201명이었고, 온라인 설문 시스템을 활용하여 응답결과를 요인분석과 다중 회귀분석 방법을 이용하여 분석하였다. 분석결과 (a) 사이버 가정학습의 사용에는 유용성, 미래사용의도 (b) 미래사용의도에는 유용성, (c) 유용성에는 주관적 판단, 재미, 용이성, (d) 용이성에는 자기효능감, 컨텐츠 품질이 유의미한 영향을 미치는 것으로 나타났다.

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A Review of Intelligent Self-Driving Vehicle Software Research

  • Gwak, Jeonghwan;Jung, Juho;Oh, RyumDuck;Park, Manbok;Rakhimov, Mukhammad Abdu Kayumbek;Ahn, Junho
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제13권11호
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    • pp.5299-5320
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    • 2019
  • Interest in self-driving vehicle research has been rapidly increasing, and related research has been continuously conducted. In such a fast-paced self-driving vehicle research area, the development of advanced technology for better convenience safety, and efficiency in road and transportation systems is expected. Here, we investigate research in self-driving vehicles and analyze the main technologies of driverless car software, including: technical aspects of autonomous vehicles, traffic infrastructure and its communications, research techniques with vision recognition, deep leaning algorithms, localization methods, existing problems, and future development directions. First, we introduce intelligent self-driving car and road infrastructure algorithms such as machine learning, image processing methods, and localizations. Second, we examine the intelligent technologies used in self-driving car projects, autonomous vehicles equipped with multiple sensors, and interactions with transport infrastructure. Finally, we highlight the future direction and challenges of self-driving vehicle transportation systems.

평생교육으로서 노인정보화 교육의 발전 방향 : 구미시 노인종합복지회관의 정보화교육을 중심으로 (The Future Direction of Information Literacy for the Aged in the Lifelong Learning : Centering on Gumi Senior Welfare Center)

  • 김화숙;김진욱;정광식
    • 디지털콘텐츠학회 논문지
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    • 제15권4호
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    • pp.491-500
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    • 2014
  • 인터넷 이용이 생활 전반으로 활용되어지면서 노인들의 정보화교육이 필요하게 되었다. 노인들에게 정보화교육의 기회를 제공함으로써 다양한 계층 간의 소통을 할 수 있고 정보화교육을 통하여 생활 전반의 흐름을 이해하여 사회 구성요소로서의 삶을 향상시키는데 의미가 있다. 본 논문에서는 경북 구미의 노인종합복지회관의 컴퓨터교실의 수업과정을 분석하고 정보화교육을 통해 노인 수강생에서 어떤 교육을 요구하는지를 파악하고 노인 수강생들의 정보화교육을 받기 전과 받은 후의 변화를 알아본 뒤 앞으로의 노인 정보화교육의 방향을 제시한다. 본 논문의 결과가 지방 노인들의 삶을 향상시키는 데 도움이 되기를 기대한다.

Short Term Spectrum Trading in Future LTE Based Cognitive Radio Systems

  • Singh, Hiran Kumar;Kumar, Dhananjay;Srilakshmi, R.
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제9권1호
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    • pp.34-49
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    • 2015
  • Market means of spectrum trading have been utilized as a vital method of spectrum sharing and access in future cognitive radio system. In this paper, we consider the spectrum trading with multiple primary carrier providers (PCP) leasing the spectrum to multiple secondary carrier providers (SCP) for a short period of time. Several factors including the price of the resource, duration of leasing, and the spectrum quality guides the proposed model. We formulate three trading policies based on the game theory for dynamic spectrum access in a LTE based cognitive radio system (CRS). In the first, we consider utility function based resource sharing (UFRS) without any knowledge of past transaction. In the second policy, each SCP deals with PCP using a non-cooperative resource sharing (NCRS) method which employs optimal strategy based on reinforcement learning. In variation of second policy, third policy adopts a Nash bargaining while incorporating a recommendation entity in resource sharing (RERS). The simulation results suggest overall increase in throughput while maintaining higher spectrum efficiency and fairness.

A Survey of Self-optimization Approaches for HetNets

  • Chai, Xiaomeng;Xu, Xu;Zhang, Zhongshan
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제9권6호
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    • pp.1979-1995
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    • 2015
  • Network convergence is regarded as the development tendency of the future wireless networks, for which self-organization paradigms provide a promising solution to alleviate the upgrading capital expenditures (CAPEX) and operating expenditures (OPEX). Self-optimization, as a critical functionality of self-organization, employs a decentralized paradigm to dynamically adapt the varying environmental circumstances while without relying on centralized control or human intervention. In this paper, we present comprehensive surveys of heterogeneous networks (HetNets) and investigate the enhanced self-optimization models. Self-optimization approaches such as dynamic mobile access network selection, spectrum resource allocation and power control for HetNets, etc., are surveyed and compared, with possible methodologies to achieve self-optimization summarized. We hope this survey paper can provide the insight and the roadmap for future research efforts in the self-optimization of convergence networks.