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检索条件"主题词=Application Programming Interface"

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Parallel Implementation of Bellman-Ford Algorithm Using CUDA Architecture

Parallel Implementation of Bellman-Ford Algorithm Using CUDA...

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International conference of Electronics, Communication and Aerospace Technology (ICECA)

作者： Surve, Ganesh G. Shah, Medha A. Walchand Coll Engn Dept Comp Sci & Engn Sangli India

ISBN: (纸本)9781509056866

The large graphs involving millions of vertices are common in many real life applications and are challenging to process. Now a day there are number of application like routing in telephone network, travelling Information System, Data Mining, Robotic System and its data is represented in a graph and different graph contains negative weight of edges or negative edge cycle and are inefficient to process by another single source shortest path algorithm(e.g. Dijkstra's, A*, etc.). Data of these applications are growing every day, but we still need fast and real time response from them. At present, the serial graph algorithms have reached the time limitation as they used to take a large amount of time. Bellman-ford algorithm is the best solution to solving single source shortest path problem and which is considered to be an optimization problem in the graph theory. This paper presents a high-performance implementation of the Bellman-Ford algorithm that exploits the architectural features of recent GPU architectures of NVIDIA to improve the performance and workload efficiency. Parallel Bellman-Ford optimizations to the implementation, which are oriented both algorithms and to the architecture. In this paper, we introduce new methods which achieve the parallelizing Bellman-Ford Algorithm and to implement some extended or new versions of this algorithm over NVIDIA GPU architecture using CUDA framework GPU provides an application programming interface to the NVIDIA architecture named as CUDA.

关键词： Single Source Shortest Path Compute Unified Device Architecture Graphics Processing Unit Central Processing Unit application programming interface

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MediBot: Intelligent virtual assistant for personalized medical care and guidance.

MediBot: Intelligent virtual assistant for personalized medi...

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IEEE-Technology-and-Engineering-Management-Society Conference (TEMSCON LATAM)

作者： Orozco, Javier Rodriguez, Leonardo Viloria-Nunez, Cesar Quintero M, Christian G. Univ Norte Dept Elect & Elect Engn Barranquilla Colombia

ISBN: (纸本)9798350354317;9798350354324

Medibot is a virtual medical assistant that uses artificial intelligence tools to understand user symptoms and provide medical recommendations. The system can respond in voice or text and allows for the storage of diagnostic images and medical exams in PDF format. The paper outlines the design process, evaluation, and highlights of Medibot that is a cloud-based service available 24/7 to users.

关键词： Virtual Assistant Machine Learning Large Language Models application programming interface Non-relational Database

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Integration of a Real-Time Stochastic Routing Optimization Software with an Enterprise Resource Planner 1

引用

1st International Conference on Geographical Information Systems - Theory, applications and Management (GISTAM)

作者： Cardoso, Pedro J. S. Schuetz, Gabriela Semiao, Jorge Monteiro, Janio Rodrigues, Joao Mazayev, Andriy Ey, Emanuel Viegas, Micael Univ Algarve Inst Super Engn Faro Portugal Univ Algarve LARSys Faro Portugal Univ Algarve CEOT Faro Portugal Univ Algarve Dept Engn Eletron & Informat Faro Portugal INESC ID Rual Alves Redol 9 Lisbon Portugal

ISBN: (数字)9783319295893

ISBN: (纸本)9783319295893;9783319295886

In order to manage their activities in a centralized manner, an Enterprise Resource Planning (ERP) software is a fundamental tool to many companies. As a generic software, many times it's necessary to add new functionalities to the ERP in order to improve and to adapt/suite it to the companies' processes. The Intelligent Fresh Food Fleet Router (i3FR) project aims to meet the needs expressed by several companies, namely the usefulness of a tool that makes "intelligent" management of the food distribution logistics. This "intelligence" presupposes interconnection capacity of various platforms (e.g., fleet management, GPS, and logistics), and active communication between them in order to optimize and enable integrated decisions. This paper presents a multi-layered architecture to integrate existing ERPs with a route optimization and a temperature data acquisition module. The optimization module is prepared to deal with dynamic scenarios, as new demands may appear during the optimization process and the routes will admit several states (e.g., open, locked and closed), according with the ERP manager instructions. The data aquisition module implements the retrieve of some vehicles parameters (e.g., chambers' temperatures and vehicle's global positioning system data), used to validate the routes and provide information to the company's manager. A distribution company was selected as case-study, having up to 5000 daily deliveries and a fleet of 120 vehicles. The integration of the developed modules with the company's ERP allowed the maintainance of most of the existing procedures, avoiding routines disruption.

关键词： Enterprise resource planning Vehicle routing problem Geographical information application programming interface Data acquisition

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Design and Implementation of a Bluetooth based General Purpose Controlling Module

Design and Implementation of a Bluetooth based General Purpo...

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4th International Conference on Information and Automation for Sustainability

作者： Wijetunge, S. P. Wijetunge, U. S. Peiris, G. R. V. Aluthgedara, C. S. Samarasinghe, A. T. L. K. Univ Moratuwa Dept Elect & Telecommun Engn Moratuwa Sri Lanka

ISBN: (纸本)9781424428991

Bluetooth is a high end wireless technology designed for short range communications with high means of integrity. The application of Bluetooth technology for remote monitoring and control is an evolving concept in automation. However, in these applications, the controller which is controlled via Bluetooth technology or the sensor which transmits the sensed values via Bluetooth technology is application-specific. On the other hand, more productivity can be achieved by making the module general purpose, such that it can be used for wide range of applications. In fact, the general purpose concept can be applied to a selected set of devices with standard data interfaces, by making the system general purpose to the developer rather than the end user. In this work, a general purpose controlling module is designed with the capability of controlling and sensing up to five devices simultaneously. The communication between the controlling module and the remote server is done using Bluetooth technology. The server can communicate with many such modules simultaneously. The module can handle both analog and digital devices provided with suitable interfaces designed by the developer. Furthermore, an application programming interface (API) is introduced to the developer for absorbing the benefits of the controller. A remote monitoring and controlling system was successfully developed using the proposed module and the system was deployed for an application of home automation with a selected set of electrical appliances.

关键词： Bluetooth communication general purpose controller application programming interface remote monitor & control

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Real-time dynamic scheduling based adaptive ultrasound sequence programming for research and rapid prototyping

Real-time dynamic scheduling based adaptive ultrasound seque...

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IEEE International Ultrasonics Symposium (IUS)

作者： Tobias, Richard J. Wu, Bicheng William Parikh, Ashish Cephasonics Santa Clara CA 95051 USA

ISBN: (纸本)9781479981823

Over the past decade, a wide range of ultrasoundbased diagnostic and therapeutic applications have been developed based on the emergence of user-friendly, open-ended ultrasound research systems. Nevertheless, previous platforms relied on static list-based scheduling, which limited the user from adjusting scan parameters in real-time. The objective of this study is to demonstrate an innovative ultrasound engine and application programming interface (API) equipped with a real-time dynamic hardware scheduler that allows for flexible and adaptive sequence design. An example of real-time dynamic sequencing has been designed and implemented, where the delay time for implementing changes in imaging depth and Pulse Repetition Frequency (PRF) were compared between static and dynamic scheduling modes. The programming time improvements over traditional methods was 7576% for the changing the image depth and 4975% for changing the PRF.

关键词： adaptive scheduling biomedical ultrasonics rapid prototyping (industrial) application programming interface Pulse Repetition Frequency adaptive ultrasound sequence programming rapid prototyping real time dynamic hardware scheduler real time dynamic scheduling static list based scheduling ultrasound based diagnostic applications ultrasound based therapeutic applications ultrasound engine Delays Dynamic scheduling Hardware Real-time systems Schedules Sequential analysis Ultrasonic imaging

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AexPy: Detecting API Breaking Changes in Python Packages 33

AexPy: Detecting API Breaking Changes in Python Packages

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33rd IEEE International Symposium on Software Reliability Engineering (ISSRE)

作者： Du, Xingliang Ma, Jun Nanjing Univ State Key Lab Novel Software Technol Nanjing Peoples R China

ISBN: (纸本)9781665451321

With the popularity of the Python language, community developers create and maintain a lot of third-party packages. APIs change frequently during the package evolving. Package developers need keeping backward compatibility of APIs to avoid breaking client code. Detecting breaking changes in Python packages is challenging because of Python's dynamic features and flexible designs, such as dynamic typing, API aliases, confusing public boundary and flexible argument passing. Despite the language's popularity, there have been few tools aiming to detect breaking changes, and existing approaches lack sufficient consideration of the mentioned challenges, resulting in imprecise and incomplete detection. Briefly, we propose an API-model-based systematic approach to address this problem. We design a Python-specific API model and classify API changes in different breaking levels. Based on the model, we obtain APIs with their types by a robust hybrid analysis and detect graded changes by checking constraints on API pairs. We implement a prototype, AexPy. Thanks to the more comprehensive model and hybrid analysis adopted, AexPy outperforms the state-of-the-art techniques for Python with an 86.9% recall on a dataset of 61 known breaking changes. Besides, AexPy detects 405 (manually verified) high and medium breaking changes with a precision of 93.5% on the latest versions of 45 packages. Specifically, in addition to 291 documented breaking changes, AexPy detects 114 undocumented changes. We report 63 undocumented breaking changes to active package developers, and 31 have been confirmed.

关键词： Python application programming interface backward compatibility breaking change

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Extending Ontology Engineering Practices to Facilitate application Development 23rd

Extending Ontology Engineering Practices to Facilitate Appli...

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23rd International Conference on Knowledge Engineering and Knowledge Management (EKAW)

作者： Espinoza-Arias, Paola Garijo, Daniel Corcho, Oscar Univ Politecn Madrid Ontol Engn Grp Madrid Spain

ISBN: (纸本)9783031171055;9783031171048

Ontologies define data organization and meaning in Knowledge Graphs (KGs). However, ontologies have generally not been taken into account when designing and generating application programming interfaces (APIs) to allow developers to consume KG data in a developer-friendly way. To fill this gap, this work proposes a method for API generation based on the artefacts generated during the ontology development process. This method is described as part of a new phase, called ontology exploitation, that may be included in the last stages of the traditional ontology development methodologies. Moreover, to support some of the tasks of the proposed method, we developed OATAPI, a tool that generates APIs from two ontology artefacts: the competency questions and the ontology serialization. The conclusions of this work reflect that the limitations found in the state-of-the-art have been addressed both at the methodological and tooling levels for the generation of APIs based on ontology artefacts. Finally, the lines of future work present several challenges that need to be addressed so that the potential of KGs and ontologies can be more easily exploited by application developers.

关键词： Ontology Engineering application Development application programming interface Ontology Artefacts

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Flickr as a Tool for the Analysis of Photographic Tourism: The Estimation of Geotagging Rate and Its Use for Mapping the World 17th

Flickr as a Tool for the Analysis of Photographic Tourism: T...

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17th International Conference on Computational Science and its applications (ICCSA)

作者： Zaccomer, Gian Pietro Grassetti, Luca Univ Udine Dipartimento Lingue & Letterature Comunicaz Forma Via Petracco 8 I-33100 Udine Italy Univ Udine Dipartimento Sci Econ & Stat DIES Via Tomadini 30 I-33100 Udine Italy

ISBN: (纸本)9783319623986;9783319623979

The current digital revolution has a strong impact on the people life and on the research process in most of the scientific areas. Geography and cartography have been invested by the innovation connected with GIS. Moreover, they reacted to the new opportunities given by the new web applications founded on the dynamic paradigm of Web 2.0. In the geographic framework the possibility to self-supply the online contents brought to the Volunteered Geographic Information phenomenon. This study presents a number of preliminary results of a project aimed at reformulating the theoretical framework of Photographic Tourism. The research focuses on the integration of social media and web mapping as an application of neogeography. The estimation (based on a sample) of the proportion of geotagged photos loaded on Flickr during 2016 and the analysis of the spatial distribution of the considered sample are the main objectives of the paper.

关键词： Social media Volunteered Geographic Information Neogeography application programming interface

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Detecting Usage of Deprecated Web APIs via Tracing 21

Detecting Usage of Deprecated Web APIs via Tracing

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21st International Conference on Software Architecture (ICSA)

作者： Bonorden, Leif van Hoorn, Andre Univ Hamburg Hamburg Germany

ISBN: (纸本)9798350359176;9798350359169

Deprecation is a way to inform clients using an application programming interface (API) that the usage of this API is discouraged. Tool support and research for deprecation in local APIs are well established. However, nowadays web APIs are more commonly used, e.g., using the REST architectural style. However, the techniques to detect and handle the usage of deprecated local APIs cannot be directly applied to web APIs. Previous approaches for detecting deprecated web APIs focus on static analysis of client code by detecting calls to web APIs and, subsequently, an investigation of associated API specifications. These approaches currently have two essential limitations: (i) The target of an API call can often not be determined statically. (ii) Deprecation in API specifications is not the only way to signal deprecation for web APIs. We introduce a dynamic approach using tracing to detect calls to web APIs. Subsequently, we check the called APIs for deprecation using an API specification, response meta-data, or a knowledge base. This approach addresses both limitations of the detection with static analysis. We implement the approach and evaluate it on three projects, including client-server calls as well as a microservice benchmark system. The empirical evaluation yields a precision of 1.00 and a recall of 0.95. The false negatives can be attributed to a shortcoming in the automatic instrumentation provided by OpenTelemetry observability framework.

关键词： application programming interface deprecation dynamic analysis tracing

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A Framework for Mesh-Geometry Associativity during Mesh Adaptation

A Framework for Mesh-Geometry Associativity during Mesh Adap...

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AIAA Science and Technology Forum and Exposition (AIAA SciTech Forum)

作者： Wyman, Nicholas J. Park, Michael A. Baker, Patrick A. Chawner, John R. Pointwise Appl Res Ft Worth TX 76104 USA NASA Langley Res Ctr Hampton VA 23681 USA Pointwise Prod Dev Ft Worth TX 76104 USA Pointwise Ft Worth TX 76104 USA

ISBN: (数字)9781624106095

ISBN: (纸本)9781624106095

A framework has been developed for describing how a computational mesh is associated to the geometry model it discretizes. The target application of this framework is surface mesh adaptation in a CFD flow solver. The framework, called MeshLink, consists of two components. First, a schema has been defined for describing the one-to-many associativity of a surface mesh to the geometry model entities to which it is attached. Second, a high-level library provides a kernel-agnostic wrapper for providing the necessary geometry queries to an application (e.g., mesher, flow solver). Both the schema and library are provided freely and openly. MeshLink's ability to support solution mesh adaptation on linear and curved meshes for a high-order flow solution is demonstrated on several test cases relevant to the aerospace and automotive industries.

关键词： Computational Fluid Dynamics application programming interface Computer Aided Design Angle of Attack Linkages FUN3D Flow Conditions Pressure Coefficient Aspect Ratio Shear Layers

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