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Data Compression of multispectral images for FY-2C geostationary meteorological satellite

Data Compression of multispectral images for FY-2C geostatio...

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The 2010 ieee international conference on progress in informatics and computing

作者： Hong FAN~(1,2),De-min LI~1,Zhi-yong SHAN~(1,2),Yi-zhi WU~(1,2),Wu-jun XU~(1,2) 1 College of Information Science and Technology,Donghua University,Shanghai,201620,China 2 Engineering Research Center of Digitized Textile & Fashion Technology,Ministry of Education,Donghua University Shanghai 201620,P.R.China

FY-2C is geostationary satellite which is researched and developed by *** primary advantage of geostationary satellite is the ability to characterize the radiance by obtaining numerous views of a specific earth location at any time of a *** allows the production of a composite image to monitor short-term weather *** this paper,data compression from the composite multi-spectral multispectral images of FY-2C has been described,which shows considerable promise in the detection of fog and cloud for aviation and marine weather *** applying Karhunen-Loeve transform to raw data of FY-2C,the infrared images are *** comparing Eigen image of these infrared images with visible image in the same batch,it is concluded that data of IR3 contribute to the first Eigen image mostly,which shows that the newly added IR3 channel of FY-2C has greatly improved the ability of distinguishing short time weather *** state-of-the-art image compression techniques can exploit the dependencies between the subbands in a wavelet transformed *** this paper,by applying Wavelet Transform for multispectral images,the spatial resolutions of images are enhanced,edge and feature extraction are realized.

关键词： Data compression Karhunen-Loeve Transform Wavelet transform multispectral satellite image

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A New Framework for Automatic 3D Scene Construction from Text Description

A New Framework for Automatic 3D Scene Construction from Tex...

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The 2010 ieee international conference on progress in informatics and computing

作者： Jiajie Lu,Canlin Li,Chao Yin,Lizhuang Ma Department of Computer Science and Engineering Shanghai JiaoTong University,Shanghai,China

Generating 3D virtual scene plays an essential role in computer graphics and ***,manual 3D scene construction is time-consuming and requires enormous efforts from ***,more and more researchers shift their interests into the field of automatic scene generation. Although it hardly yields results as good as manual construction, automatic scene generation largely speeds up the process of creating a virtual *** this paper,we propose a new framework capable of constructing 3D scene from text description directly, in which knowledge-based technology is adopted to represent the common sense of the real *** framework extracts spatial relationships of objects described by texts and translates them into XML file with predefined grammar.A spatial reasoning algorithm is engaged next to decide the object layout in the *** critical issues are taken into consideration in the spatial reasoning process for the purpose of dealing with more complex scenes and pursuing better visual *** final results are visualized by Autodesk *** examples are shown to evaluate the framework and the result verifies that our framework is highly efficient in 3D scene construction.

关键词： Automatic 3D scene construction Knowledge base XML Maya Spatial reasoning Object layout

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Accelerating Embarrassingly Parallel Algorithm on Intel MIC

Accelerating Embarrassingly Parallel Algorithm on Intel MIC

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2014 ieee international conference on progress in informatics and computing

作者： Qinglin Wang Jie Liu XiantuoTang Feng Wang Guitao Fu Zuocheng Xing Science and Technology on Parallel and Distributed Processing Laboratory National University of Defense Technology

The Embarrassingly Parallel(EP) algorithm which is typical of many Monte Carloapplications provides an estimate of the upper achievable limits for double precision performance of parallel supercomputers. Recently, Intel released Many Integrated Core(MIC) architecture as a many-core co-processor. MIC often offers more than 50 cores each of which can run four hardware threads as well as 512-bit vector instructions. In this paper,we describe how the EP algorithm is accelerated effectively on the platforms containing MIC using the offload execution model. The result shows that the efficientimplementation of EP algorithm on MIC can take full advantage of MIC's computational resources and achieves a speedup of 3.06 compared with that on Intel Xeon E5-2670 CPU. Based on the EP algorithm on MIC and an effective task distribution model, the implementation of EP algorithm on a CPU-MIC heterogeneous platform achieves the performance of up to2134.86 Mop/s and 4.04 times speedup compared with that on Intel Xeon E5-2670 CPU.

关键词： NPB embarrassingly parallel algorithm heterogeneous platform many integrated core architecture

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A General Search Method Based on Social Communities in P2P Networks

A General Search Method Based on Social Communities in P2P N...

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The 2010 ieee international conference on progress in informatics and computing

作者： Mo Hai Shuhang Guo School of Information Central University of Finance and Economics Beijing China

＜正＞With the increase of the amount of information stored in P2P networks,how to search the information satisfying users’ needs efficiently becomes very *** researches on search algorithms focus on increasing search efficiency（measured by the length of routing path） or decreasing search cost（measured by the number of messages） at the cost of sacrificing the recall ***,there is no work which increases search efficiency,decreases search cost and increase the recall *** this paper,we propose a general search method which can be applied in both unstructured P2P networks and structured P2P *** this method,social communities are formed dynamically on top of P2P overlay *** social community is made up of peers who share similar characteristics, such as interests,search behavior,*** characteristics are dynamic,so the social communities will change as any peer’s characteristics have *** this method,a search request is forwarded by taking use of the social *** results show our proposed method achieves a higher search efficiency,a lower search cost and a higher recall rate compared with traditional search algorithms.

关键词： P2P networks search efficiency search cost social community

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Energy efficient smart cooling system using WSN

Energy efficient smart cooling system using WSN

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ieee SSD international Multi-conference on Systems, Signals and Devices

作者： Lakshya Gourav Moitra Anshumali Singh Manash Deka Jetendra Joshi

In this era of latest technologies and innovation, energy consumption is a key feature which requires special attention while implementation of a system. One of such evolving technologies is Wireless sensor networks (WSN). We have seen a huge amount of progress in the research has been going on in the field of WSN recently. The improvement in home automation technology and other luxury systems has made comfort a key factor in today's life. In this paper we have shown the integration of a comfort cooling system with the cloud. Iris motes are used for monitoring and controlling the room temperature. The system uses Low-Energy Adaptive Clustering Hierarchy (LEACH) algorithm to make the system energy efficient. The iris motes used to control the temperature are connected to a stepper motor installed in the air outlet. The efficiency of the system is compared with that of Ad-Hoc Distance Vector (AODV) routing protocol. This system was tested with an Earth Air Tunnel (EAT). This integrated system shows the versatile nature of WSN keeping in mind the low power consumption and reliable data transfer. This tested system provides a pollution free environment as it uses Earth's geothermal energy for cooling and not CFC based cooling systems like that of Air Conditioners hence keeping the environment clean and green. The data accumulated is uploaded directly in the cloud so that we can monitor from any location in the world and in order to show this we have designed an android application which controls the system.

关键词： Wireless sensor networks Cloud computing Iris Monitoring Temperature sensors Cooling Base stations

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The 6-hop Peer-to-Peer System

The 6-hop Peer-to-Peer System

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2014 ieee international conference on progress in informatics and computing

作者： Tong Ming Lim Angela Lee Siew Hoong Teck Min Chin Department of Information Systems Sunway University Department of Computer Science and Networked Systems Sunway University

The proposed 6-Hop P2P(6-Hop) is an improved overlay network topology thatintends toenhance the current P2 P that houses a file sharing and media broadcasting(FSMB) application. A P2 P system provides a serverless platform for the current FSMB application. It allows media files in each peer tobe located by other peers in the network using any word in the file name. The current FSMB application is a closed system where only registered peers can join the overlay network. However, the current broadcasting system has shown some aspects of inefficiency. Twoprinciple weaknesses identified are as follow:query messages flood the overlay network which taking up the bandwidth of the network;and, the search service is not reliable. When a new peer joins the P2P-based FSMB system, registered peers will randomly join clusters in the network. When a peer queries a specific or part of a file name, the current P2 P examine all the peers and all the files in each peer. This has resulted in low recall rate and heavy query messages in the overlay network. The proposed 6-Hop P2 P is an overlay network that adopts smallworld characteristics attempting toimprove the recall rate and toreduce the amount of query messages. The proposed P2 P is designed using the "similarity interest" value toreduce unnecessary routing and tocut down the number of hops required by the search. It alsorewires peers base on recall-rate learning algorithm toform clusters relying on the 'interest' bit value of QRP table. This paper presents the proposed 6-Hop model and the work-in-progress results with a short discussion on its prototype.

关键词： p2p clustered p2p hybrid bee structured p2p unstructured p2p

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Language Understanding with Knowledge Graph

Language Understanding with Knowledge Graph

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2017 international conference on progress in informatics and computing(PIC)

作者： Yanghua Xiao School of Computer Science Fudan University

It is the capability of language understanding that distinguishes us from animals. And language is the fundamental tools of our thought. Now with the recent development in Artificial Intelligence, we are at the edge to enable machines with the capability to understand human language, which has many real applications and serves as the core component of smart robot brain. However, the current machines still have limited cognitive capability to understand data or text in the form of human language. The underlying reason is that we have no good knowledge bases to support language understanding. In general, the knowledge bases are supposed to have a high coverage over entities and concepts, have rich semantic information, have a high quality and a friendly structure, so that they are useful for machines to understand human language. Recently, more and more online knowledge bases（also known as knowledge graphs） are published. These knowledge graphs are the results of the efforts that extract knowledge from large scale corpora on Web, thus usually contain tens of billions of entities and concepts. These knowledge bases are usually stored as RDF data, which is friendly for machines to use. The heterogeneous knowledge sources cross validate the facts in the knowledge graph, ensuring the high quality of the knowledge graph. Knowledge graphs provide new opportunities to empower machines with the capability to understand natural language. In this speech, I will systematically review the recent progress in enabling machines with the cognitive ability to understand natural language and discuss some open problems. I will first introduce the preliminary concepts of knowledge graphs, with the comparison to traditional knowledge representations. Second, I will overview the the recent process about knowledge graph construction, in particular the automatic approaches for knowledge graph construction. The main content of the speech is the language understanding models and algorithms bas

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An application of novel communications protocol to high throughput satellites

An application of novel communications protocol to high thro...

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international conference and Workshop on computing and Communication (IEMCON)

作者： Ken T. Murata Praphan Pavarangkoon Kazunori Yamamoto Yoshiaki Nagaya Norihiko Katayama Kazuya Muranaga Takamichi Mizuhara Ayahiro Takaki Eizen Kimura National Institute of Information and Communications Technology Tokyo Japan Systems Engineering Consultants Co. Ltd. Tokyo Japan CLEALINKTECHNOLOGY Co. Ltd. Kyoto Japan Department of Medical Informatics Ehime University Ehime Japan

ISBN: (纸本)9781509009978

For network communications using modern high throughput satellite (HTS) on geostationary orbits, network throughput of transmission control protocol (TCP), one of the most popular protocols, is limited due to the packet loss on the satellite link. The packet loss is mainly caused by the attenuation of signals in severe weather conditions like heavy rain. It is high time to develop novel network communication techniques on the transport layer in TCP/IP designed for the systems and applications in broadband communications. In this paper, we introduce a high-speed data transfer protocol, named high-performance and flexible protocol (HpFP), to achieve high throughput for the HTS even with packet loss. The HpFP, in comparison with TCP-Hybla and UDP-based data transfer (UDT) protocols, is evaluated on a laboratory experiment simulating a geostationary orbit satellite link of 10 Gbps. It is clarified that the HpFP outperforms both the TCP-Hybla and the UDT showing high throughputs (close to 10 Gbps) when the packet loss ratio (PLR) is 1%, and remains more than 1 Gbps under even 10% PLR condition. Moreover, in case of no packet loss, the HpFP exhibits a quick start-up time (6 sec) at the initial phase to achieve 10 Gbps, while the TCP-Hybla and the UDT take 9 sec and 16 sec to their maximum throughputs, respectively.

关键词： Throughput Packet loss Protocols Satellites Data transfer High-temperature superconductors

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Demand-driven Task Scheduling Using 2D Chromosome Genetic Algorithm in Mobile Cloud

Demand-driven Task Scheduling Using 2D Chromosome Genetic Al...

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2014 ieee international conference on progress in informatics and computing

作者： Zhiming Cai Chongcheng Chen Spatial Information Research Center of Fujian Fuzhou UniversityKey Lab of Spatial Data Mining & Information Sharing of Ministry of Education

Mobile cloud computing, which comes up in recent years, is a new computing paradigm. In mobile cloud, mobile users can access and schedule the resources or services in remote clouds via wireless networks, which we call mobile cloud task scheduling. They even can build mobile micro-cloud(MuC loud) with mobile device toprovide lightweight service. However, unreliable wireless connection and dynamic join and quit of MuC loud make task scheduling in mobile cloud face more challenges than in wired cloud. Moreover, from both the users and service providers' perspective, task scheduling is a multiobjective optimization problem. Small makespan and load balancing are pursued by mobile users and cloud service providers respectively. In this paper, we advance a demanddriven task scheduling model and introduce an estimate method topredict warranty complete time of tasks in wireless network. An improved genetic algorithm using 2D chromosome(2DCGA) is presented totackle multi-objective task scheduling. Simulation experiments show:1) compared with Markov model, our estimate method has higher accuracy of prediction and more reasonable prediction results of probability of task scheduling failure;2) 2DCGA has good performance for task scheduling. When compared with IGA, it has smaller makespan and lower deviation of load;3) objective priority can be adjusted exactly by weights of fitness functions. It makes 2DCGA suitable for multiobjective optimization.

关键词： task scheduling demand-driven model 2D chromosome genetic algorithm mobile cloud

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Cooperative network behaviour analysis model for mobile Botnet detection

Cooperative network behaviour analysis model for mobile Botn...

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international conference on Computer Applications and Industrial Electronics (ICCAIE)

作者： Meisam Eslahi Moslem Yousefi Maryam Var Naseri Y. M. Yussof N. M. Tahir H. Hashim Faculty of Electrical Engineering Universiti Teknologi MARA Malaysia Center for Advanced Mechatronics and Robotics Universiti Tenaga Nadional Malaysia Advanced Informatics School University Technology Malaysia Malaysia

ISBN: (纸本)9781509015443

Recently, the mobile devices are well integrated with Internet and widely used by normal users and organizations which employ Bring Your Own Device technology. On the other hand, the mobile devices are less protected in comparison to computers. Therefore, the mobile devices and networks have now become attractive targets for attackers. Amongst several types of mobile threats, the mobile HTTP Botnets can be considered as one of the most sophisticated attacks. A HTTP Bots stealthily infect mobile devices and periodically communicate with their controller called Botmaster. Although the Bots hide their activities amongst the normal web flows, their periodic pattern has been used as a measure to detect their activities. In this paper we propose a cooperative network behaviour analysis model to identify the level of periodicity posed by mobile Bots. Finally three metrics is proposed to detect Mobile HTTP Botnets based on similarity and correlation of their group activities. Test results show that the propose model can efficiently classify communication patterns into several periodicity categories and detect mobile Botnets.

关键词： Mobile communication Command and control systems Mobile handsets Mobile computing Analytical models Correlation Protocols

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