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Situation-Aware Software Engineering for Sensor Networks

Situation-Aware Software Engineering for Sensor Networks

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international conference on Communication Systems Software and Middleware (COMSWARE)

作者： V. V. Phoha Shashi Phoha Computer Science Louisiana Tech University USA Information Science and Technology Division Pennsylvania State University ARL USA

Sensor networks represent a new frontier in technology that holds the promise of unprecedented levels of autonomy in the execution of complex dynamic missions by harnessing the power of many inexpensive electromechanical devices. A sensor network operates on an infrastructure for sensing, computation, and communication, through which it perceives the time evolution of physical dynamic processes in its operational environment. Hence the communications and computation software that enables the distributed time critical interactions of individual devices is characteristically different from traditional software. In particular, the operational environment for its execution is not predetermined and operational specifications are dynamic and therefore difficult to pin down. Hence existing programming methods like structured programming are not applicable. The ad hoc build, test, scrap approach will not work. This paper presents a deliberate high assurance design and debugging methodology, akin to the spiral model for software development, for building and validating dynamic, interoperable, programmable applications of sensor networks that involve management, information gathering, querying and tasking of the nodes for resource-constrained time-critical missions. A middleware architecture has been developed for sensor networks that extends agent communication languages for designing specific behaviors of sensor networks. Building on this architecture, we develop a high assurance software design coordination network for designing and validating dynamic agents that maintain desired behaviors of sensor network software despite faults, failures, uncertainties and environmental perturbations.

关键词： Software engineering Electromechanical sensors Buildings computer architecture Electromechanical devices Sensor phenomena and characterization computer networks Physics computing Power engineering computing Distributed computing

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Analysis to goal-driven design

Analysis to goal-driven design

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international conference on Software Technology and Engineering (ICSTE)

作者： Zhongyuan Liu Zhenxing Wang College of Computer and Information Shanghai Second Polytechnic University Shanghai China

Aspect-oriented languages provide great flexibility for software modularization. When choosing from many alternatives we can find the designs that better meet our needs; however there is also a greater risk to misuse this flexibility, thus leading to designs which are too complicated. In this paper we show that there can be different solutions to a single problem depending on the assumed design goals. Here we will emphasize on the best design with respect to the stated design goals; and the success of design largely depends on proper selection of design goals. We believe that the design process could be improved by making goal analysis more explicit. Non-functional requirements should be specialized up to specific design goals that constrain implementation decisions. These goals should be documented and used for understanding and evaluating designs.

关键词： Observers Concrete Software design Data models programming Collaboration

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Evaluation of MDA/PSM database model quality in the context of selected non-functional requirements

Evaluation of MDA/PSM database model quality in the context ...

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international conference on Dependability of computer Systems (DepCos-RELCOMEX)

作者： Iwona Dubielewicz Bogumila Hnatkowska Zbigniew Huzar Lech Tuzinkiewicz Institute of Applied Informatics Wroclaw University of Technology Poland

Conceptual, logical, and physical database models can be regarded as PIM, PSM 1 , and PSM 2 data models within MDA architecture, respectively. Many different logical database models can be derived from a given conceptual database model by applying a set of transformations rules. To choose a logical database model for further transformation (to physical database model at PSM 2 level) some selection criteria based on quality demands, e.g. database efficiency, easy maintainability or portability, should be established. To evaluate quality of the database models some metrics should be provided. We present metrics for measuring two selected, conflicted quality characteristics (efficiency and maintainability), next we analyse correlation between the metrics, and finally propose how to assess quality of logical database models.

关键词： Context modeling Data models Software quality Relational databases ISO standards programming IEC standards Maintenance Informatics Database systems

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Multicore Implementation of K-Means Clustering Algorithm

Multicore Implementation of K-Means Clustering Algorithm

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Applied Artificial Intelligence and Computing (ICAAIC), international conference on

作者： Rishabh Saklani Karan Purohit Satvik Vats Vikrant Sharma Vinay Kukreja Satya Prakash Yadav Computer Science and Engineering Graphic Era Hill University Dehradun India Chitkara University Institute of Engineering and Technology Chitkara University Punjab India Computer Science and Engineering G. L. Bajaj Institute of Technology and Management (GLBITM) Greater Noida U.P. India

Multi-core processing is extensively used in every sector for its performance efficiency, with the advent of multi-core architecture have to modify the existing primitive algorithms. This study analyses the feasibility of K-mean data-mining technique, which is applied to a hybrid cluster with multi-core programming. The algorithm is developed using Message Passing Interface (MPI) and C programming languages for the parallel processing of the sets and uses the CPU to its maximum power for the hybrid sets. The heterogeneous clusters are confirmed by the usage of MPICH2 (High performance and portability implementation of MPI). examined the algorithm for the huge dataset. The dataset is split into a number of cores and each of the cores estimates the number of dusters on the same dataset interdependent to each other. By this, assert the core processor time for communication is significant for huge datasets. Hence, the same dataset for two different processors takes different times even with identical speed and memory and also with different speeds and access times.

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An Open-Source programming Language-Based Interactive Device: Popular Science of the Five Cereals for Children

An Open-Source Programming Language-Based Interactive Device...

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Big Data, Artificial Intelligence and Internet of Things Engineering (ICBAIE), international conference on

作者： Yuning Fan School of Architecture and Art Design Hebei University of Technology Tianjin China

ISBN: (数字)9781665415408

ISBN: (纸本)9781665447065

In this paper, Arduino is used in combination with switch, lighting and sound facilities to realize human-computer interaction. Arduino is an open-source electronics platform that integrates hardware and software. Given its versatility, expressiveness and operability, designers and artists are free to turn their ideas into reality on this platform, using programming languages to create high-quality interactive installations. In response to children's difficulty telling the difference between the five cereals, this paper seeks to educate children on crops in the form of human-computer interaction through the design and manufacture of a popular science-themed interactive device. Through the external hardware configuration (pressure induction, lamp and sound), children are guided to knowing and grasping the growth stages of common plants. In this way, children's perceptions of nature and crops can be constructed through a combination of technology and art.

关键词： Human computer interaction Art Education Switches Hardware Agriculture Open source software

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Design of computer Intelligent Translation System Based on Natural Language Processing

Design of Computer Intelligent Translation System Based on N...

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Data Analytics, Computing and Artificial Intelligence (ICDACAI), international conference on

作者： Xiyang Sun Xinrong Dong Xiaojuan Yu Department of Foreign Languages Dalian University of Science and Technology Dalian China

With the rapid development of social economy and the increasing frequency of global trade, translation services are crucial to international trade. However, the traditional translation system supports a single language, which cannot meet the translation efficiency and accuracy required by the users. The realization of multilingual mutual translation has become the bottleneck of the development of international trade. The application of computer intelligent translation system in international trade has become a research hotspot. This paper studies the computer intelligent translation system, combines natural language processing, machine translation and neural network technology, and designs a computer intelligent translation system based on natural language processing. The architecture of the whole system includes functional modules, system structure and hardware structure. In this paper, the system is divided into functional modules and uses this model to identify and analyze the results of machine translation. The experimental results show that the computer intelligent translation system designed here has high accuracy without manual intervention. Compared with traditional machine translation methods, this system shows obvious advantages in both translation accuracy and time cost. By combining natural language processing, machine translation and neural network technology, the system can better meet the needs of multilingual mutual translation and improve the accuracy and efficiency of translation. It can effectively improve the accuracy of translation and reduce the time cost while ensuring the quality of translation.

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Research on Intelligent Home System Based on computer Internet of Things

Research on Intelligent Home System Based on Computer Intern...

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Electrical Engineering, Big Data and Algorithms (EEBDA), IEEE international conference on

作者： Shuiying He Shanghai Institute of Commerce & Foreign Languages Shanghai China

This paper mainly based on the concept of smart home system and the Internet of Things technology, smart home system technical requirements based on the Internet of things technology smart home system design and smart home system application realization. The hardware aspect of the system is mainly designed intelligent gateway. In this paper, one core board and two expansion boards are superimposed. In the aspect of system software, the grammar library of language input form is established. Then the line syntax is selected to divide different data structures and redefine independent semantic blocks. Finally, this paper introduces the composition and specific functional modules of the intelligent home application platform. The system takes LED application development as an example to verify that RESTful architecture platform has natural advantages in unified interface abstraction, security and user rights management, network transmission efficiency and other indicators.

关键词： Technical requirements Smart homes Speech recognition Syntactics Wavelet packets System software Internet of Things

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Handling BigInteger Computations in the Implementation of the RSA Model

Handling BigInteger Computations in the Implementation of th...

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international Multidisciplinary Information Technology and Engineering conference (IMITEC)

作者： Nemuramba Denzhe Colin Chibaya Sol Plaatje University Kimberley South Africa

ISBN: (数字)9781728195209

ISBN: (纸本)9781728195216

Developing systems that can handle very large integers is challenging, especially if we are trapped in using some of the well-known programming languages such as VB, C++, Delphi, or Java. Their numeric data types have defined finite ranges. Innovative methods are required to enable the handling of large integer over and above the ranges supported by available primitive data types. Implementation of the RSA model is a typical case where very large integers are used. This paper investigates incorporation of very large integers into the implementation of the RSA model. We precisely describe parts of the RSA algorithm where such innovations are sought and how the concept of the BigInteger class fits in. Our illustrations assume programming in Java. While the BigInteger class is available for use in mathematical procedures involving very large integral sums beyond the limits of the appropriate basic data type, developers either do not or rarely use the class due to lack of functional examples of where such libraries were used. This paper provides valuable insights into the potential advent of new data types. These insights provide basic insights into the potential need for new developments in programming languages, especially the need to invent even larger types of numerical data types in programming languages. In our views, this work in progress offers foundational views towards implementation of better siblings of the RSA model.

关键词： computer languages Technological innovation Computational modeling Receivers programming Numerical models Mathematical model

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Discovery of sensor web registry services for WSN with Multi-layered SOA framework

Discovery of sensor web registry services for WSN with Multi...

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international conference on computer and Communication Technology (ICCCT)

作者： Manoranjan Parhi B. M. Acharya B. Puthal Department of Computer Applications Siksha O Anusandhan University Bhubaneswar Orissa India Department of Computer Science & Engineering3 Siksha O Anusandhan University Bhubaneswar Orissa India

Sensor Web Services has potential usage in a wide range of application domain. However due to advancement of OGC SWE standard, there are still challenges left that has to be addressed within the context of discovery of Sensor Web Registry services throughout heterogeneous environment which raises several concerns like performance, reliability, and robustness. Many approaches and frameworks have been proposed to discover the sensor web registry services and some of the approaches assume that the requests are placed in SOAP compatible formats while others focus on GUI based parametric query processing. In this paper an approach has been proposed that uses the Natural Language Query Processing which is a convenient and easy method of sensor data access in comparison to SQL or XML based Query Language like XQuery and XPath. An architecture based on Multi-layered SOA Framework that organizes the method of sensor web registry service discovery in an efficient and structured manner has been suggested by adding some new layers like Request Parser & Query Generator (RPQ), Service Verifier and Certifier (SVC) and Service Rank Calculator (SRC). A typical weather sensor web service discovery where RPQ facilitates the processing of plain text request query to a most appropriate weather sensor web service and also an algorithm with implementation for a complete cycle of suitable sensor web registry service discovery according to requester's functional and QoS requirements has been provided.

关键词： Quality of service Service oriented architecture Meteorology Natural languages computer architecture Throughput

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System Design of English Test Examination Room Arrangement

System Design of English Test Examination Room Arrangement

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2015 2nd international conference on Education,Management and Information Technology(ICEMIT 2015)

作者： Rui Li College of Foreign Languages Bohai University

With the rapid development of the computer and universal application, its high quality and efficient work efficiency provides people with modern tools and instruments, examination room arrangement problem is a problem that has been plagued examination affairs, science and efficiently arranging examination room has become an important issue for the current development of information technology. So the content of this paper is important. Firstly, this paper studies the examination room arrangement algorithms, including the basic principles and specific algorithm process;secondly, studies the architecture design of English test examination room arrangement system, including system design principles;finally, studies the specific functional design of the system. Using the computer technology to arrange examination room for English Test, not only improved the effectiveness of examination room arrangement, but also can legitimately assign teachers and school resources, making the test more scientific and reasonable.

关键词： examination room arrangement English test architecture design functional design

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